WEBVTT

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<00:00:02.720>Welcome <00:00:03.000>back <00:00:03.280>at <00:00:03.560>the <00:00:03.840>tech <00:00:04.120>leadership

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<00:00:05.190>Welcome <00:00:05.191>back <00:00:05.193>at <00:00:05.195>the <00:00:05.197>tech <00:00:05.199>leadership

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<00:00:05.200>Welcome <00:00:05.316>back <00:00:05.433>at <00:00:05.550>the <00:00:05.666>tech <00:00:05.783>leadership <00:00:05.900>stage <00:00:06.016>and <00:00:06.133>I'm <00:00:06.250>really <00:00:06.366>happy <00:00:06.483>that <00:00:06.600>you're

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<00:00:07.790>stage <00:00:07.791>and <00:00:07.793>I'm <00:00:07.794>really <00:00:07.796>happy <00:00:07.797>that <00:00:07.798>you're

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<00:00:09.550>joining <00:00:09.554>us <00:00:09.559>here.

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<00:00:09.560>joining <00:00:09.715>us <00:00:09.871>here. <00:00:10.026>Two <00:00:10.182>practical <00:00:10.337>things <00:00:10.493>to <00:00:10.648>mention <00:00:10.804>for <00:00:10.960>you.

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<00:00:12.430>Two <00:00:12.431>practical <00:00:12.433>things <00:00:12.434>to <00:00:12.436>mention <00:00:12.437>for <00:00:12.439>you.

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<00:00:12.440>Two <00:00:12.583>practical <00:00:12.726>things <00:00:12.869>to <00:00:13.011>mention <00:00:13.155>for <00:00:13.298>you. <00:00:13.440>The <00:00:13.584>one <00:00:13.726>is

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<00:00:13.870>The <00:00:13.874>one <00:00:13.879>is

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<00:00:13.880>The <00:00:14.230>one <00:00:14.580>is <00:00:14.930>download <00:00:15.280>your

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<00:00:15.550>download <00:00:15.559>your

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<00:00:15.560>download <00:00:15.700>your <00:00:15.840>app <00:00:15.980>cuz <00:00:16.120>in <00:00:16.260>the <00:00:16.400>app <00:00:16.540>of <00:00:16.680>We <00:00:16.820>Are <00:00:16.960>Developers

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<00:00:18.790>app <00:00:18.791>cuz <00:00:18.792>in <00:00:18.793>the <00:00:18.794>app <00:00:18.795>of <00:00:18.796>We <00:00:18.797>Are <00:00:18.799>Developers

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<00:00:18.800>app <00:00:18.893>cuz <00:00:18.986>in <00:00:19.080>the <00:00:19.173>app <00:00:19.266>of <00:00:19.360>We <00:00:19.453>Are <00:00:19.546>Developers <00:00:19.640>for <00:00:19.733>the <00:00:19.826>Congress, <00:00:19.920>you <00:00:20.013>can <00:00:20.106>ask <00:00:20.200>questions

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<00:00:21.510>for <00:00:21.511>the <00:00:21.513>Congress, <00:00:21.514>you <00:00:21.516>can <00:00:21.517>ask <00:00:21.519>questions

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<00:00:21.520>for <00:00:21.676>the <00:00:21.832>Congress, <00:00:21.989>you <00:00:22.145>can <00:00:22.301>ask <00:00:22.458>questions <00:00:22.614>for <00:00:22.771>this

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<00:00:25.630>specific <00:00:25.631>session. <00:00:25.633>So, <00:00:25.635>please <00:00:25.637>download <00:00:25.639>it

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<00:00:25.640>specific <00:00:25.756>session. <00:00:25.873>So, <00:00:25.990>please <00:00:26.106>download <00:00:26.223>it <00:00:26.340>that <00:00:26.456>you <00:00:26.573>can <00:00:26.690>be <00:00:26.806>prepared <00:00:26.923>to <00:00:27.040>ask

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<00:00:29.990>questions <00:00:29.991>which <00:00:29.993>get <00:00:29.995>answered <00:00:29.997>later <00:00:29.999>on

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<00:00:30.000>questions <00:00:30.184>which <00:00:30.369>get <00:00:30.553>answered <00:00:30.738>later <00:00:30.922>on <00:00:31.107>stage.

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stage.

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<00:00:31.240>stage. <00:00:32.454>Secondly,

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Secondly,

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<00:00:32.598>Secondly, <00:00:32.773>the <00:00:32.949>food <00:00:33.123>court <00:00:33.299>is <00:00:33.474>on <00:00:33.648>the <00:00:33.824>south <00:00:33.998>entrance.

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<00:00:35.160>the <00:00:35.247>food <00:00:35.334>court <00:00:35.422>is <00:00:35.510>on <00:00:35.597>the <00:00:35.684>south <00:00:35.772>entrance. <00:00:35.860>So, <00:00:35.947>going <00:00:36.035>on <00:00:36.122>the <00:00:36.209>left <00:00:36.297>side <00:00:36.385>out <00:00:36.472>if <00:00:36.559>you

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<00:00:37.910>So, <00:00:37.911>going <00:00:37.912>on <00:00:37.913>the <00:00:37.914>left <00:00:37.915>side <00:00:37.916>out <00:00:37.917>if <00:00:37.919>you

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<00:00:37.920>So, <00:00:38.013>going <00:00:38.106>on <00:00:38.200>the <00:00:38.293>left <00:00:38.386>side <00:00:38.480>out <00:00:38.573>if <00:00:38.666>you <00:00:38.760>later <00:00:38.853>after <00:00:38.946>that <00:00:39.040>session, <00:00:39.133>you <00:00:39.226>would <00:00:39.320>like

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<00:00:39.870>later <00:00:39.871>after <00:00:39.873>that <00:00:39.874>session, <00:00:39.876>you <00:00:39.877>would <00:00:39.879>like

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<00:00:39.880>later <00:00:40.007>after <00:00:40.134>that <00:00:40.261>session, <00:00:40.389>you <00:00:40.516>would <00:00:40.643>like <00:00:40.770>to <00:00:40.898>have <00:00:41.025>a <00:00:41.152>short <00:00:41.280>break.

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<00:00:42.110>to <00:00:42.112>have <00:00:42.114>a <00:00:42.116>short <00:00:42.119>break.

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<00:00:42.120>to <00:00:42.247>have <00:00:42.374>a <00:00:42.501>short <00:00:42.629>break. <00:00:42.756>And <00:00:42.883>just <00:00:43.010>also <00:00:43.138>for <00:00:43.265>tonight, <00:00:43.392>just <00:00:43.519>remember

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<00:00:46.110>And <00:00:46.111>just <00:00:46.113>also <00:00:46.114>for <00:00:46.116>tonight, <00:00:46.117>just <00:00:46.119>remember

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<00:00:46.120>And <00:00:46.236>just <00:00:46.353>also <00:00:46.470>for <00:00:46.586>tonight, <00:00:46.703>just <00:00:46.820>remember <00:00:46.936>code <00:00:47.053>100 <00:00:47.169>finals, <00:00:47.286>the <00:00:47.403>automotive <00:00:47.519>coding

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<00:00:49.390>code <00:00:49.391>100 <00:00:49.393>finals, <00:00:49.395>the <00:00:49.397>automotive <00:00:49.399>coding

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<00:00:49.400>code <00:00:49.527>100 <00:00:49.654>finals, <00:00:49.781>the <00:00:49.909>automotive <00:00:50.036>coding <00:00:50.163>session <00:00:50.290>starts <00:00:50.418>at <00:00:50.545>7:00 <00:00:50.672>p.m. <00:00:50.800>Market

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<00:00:52.030>session <00:00:52.031>starts <00:00:52.033>at <00:00:52.035>7:00 <00:00:52.037>p.m. <00:00:52.039>Market

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<00:00:52.040>session <00:00:52.195>starts <00:00:52.351>at <00:00:52.506>7:00 <00:00:52.662>p.m. <00:00:52.817>Market <00:00:52.973>already <00:00:53.128>for <00:00:53.284>your <00:00:53.440>day.

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<00:00:54.390>already <00:00:54.393>for <00:00:54.396>your <00:00:54.399>day.

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<00:00:54.400>already <00:00:54.527>for <00:00:54.654>your <00:00:54.781>day. <00:00:54.909>But <00:00:55.036>with <00:00:55.163>that, <00:00:55.290>I'm <00:00:55.418>so <00:00:55.545>happy <00:00:55.672>to <00:00:55.800>really

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<00:00:57.950>But <00:00:57.951>with <00:00:57.952>that, <00:00:57.953>I'm <00:00:57.955>so <00:00:57.956>happy <00:00:57.957>to <00:00:57.959>really

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<00:00:57.960>But <00:00:58.060>with <00:00:58.160>that, <00:00:58.260>I'm <00:00:58.360>so <00:00:58.460>happy <00:00:58.560>to <00:00:58.660>really <00:00:58.760>introduce <00:00:58.860>Justin, <00:00:58.960>the <00:00:59.060>deputy <00:00:59.160>CTO <00:00:59.260>of <00:00:59.360>DX,

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<00:01:03.350>introduce <00:01:03.351>Justin, <00:01:03.353>the <00:01:03.354>deputy <00:01:03.356>CTO <00:01:03.357>of <00:01:03.359>DX,

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<00:01:03.360>introduce <00:01:03.467>Justin, <00:01:03.575>the <00:01:03.683>deputy <00:01:03.790>CTO <00:01:03.898>of <00:01:04.006>DX, <00:01:04.113>who <00:01:04.221>will <00:01:04.329>really <00:01:04.436>give <00:01:04.544>you <00:01:04.652>an <00:01:04.760>inspired

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<00:01:05.750>who <00:01:05.751>will <00:01:05.753>really <00:01:05.754>give <00:01:05.756>you <00:01:05.757>an <00:01:05.759>inspired

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<00:01:05.760>who <00:01:05.867>will <00:01:05.975>really <00:01:06.083>give <00:01:06.190>you <00:01:06.298>an <00:01:06.406>inspired <00:01:06.513>session <00:01:06.621>today <00:01:06.729>about <00:01:06.836>the <00:01:06.944>myths <00:01:07.052>and <00:01:07.160>the

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<00:01:09.270>session <00:01:09.271>today <00:01:09.273>about <00:01:09.274>the <00:01:09.276>myths <00:01:09.277>and <00:01:09.279>the

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<00:01:09.280>session <00:01:09.387>today <00:01:09.495>about <00:01:09.603>the <00:01:09.710>myths <00:01:09.818>and <00:01:09.926>the <00:01:10.033>facts <00:01:10.141>to <00:01:10.249>really <00:01:10.356>get <00:01:10.464>a <00:01:10.572>10x <00:01:10.680>productivity

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<00:01:12.990>facts <00:01:12.991>to <00:01:12.993>really <00:01:12.994>get <00:01:12.996>a <00:01:12.997>10x <00:01:12.999>productivity

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<00:01:13.000>facts <00:01:13.116>to <00:01:13.233>really <00:01:13.350>get <00:01:13.466>a <00:01:13.583>10x <00:01:13.700>productivity <00:01:13.816>increase. <00:01:13.933>So, <00:01:14.050>Justin, <00:01:14.166>after <00:01:14.283>you. <00:01:14.400>Thank

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<00:01:15.430>increase. <00:01:15.431>So, <00:01:15.433>Justin, <00:01:15.435>after <00:01:15.437>you. <00:01:15.439>Thank

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<00:01:15.440>increase. <00:01:15.511>So, <00:01:15.582>Justin, <00:01:15.653>after <00:01:15.724>you. <00:01:15.795>Thank <00:01:15.866>you <00:01:15.937>for <00:01:16.008>being <00:01:16.079>with <00:01:16.151>us.

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<00:01:16.230>you <00:01:16.232>for <00:01:16.234>being <00:01:16.236>with <00:01:16.238>us.

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<00:01:16.240>you <00:01:16.315>for <00:01:16.391>being <00:01:16.467>with <00:01:16.543>us. <00:01:16.619>&gt;&gt; <00:01:16.695>so <00:01:16.771>much.

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<00:01:16.830>&gt;&gt; <00:01:16.834>so <00:01:16.839>much.

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<00:01:16.840>&gt;&gt; <00:01:16.996>so <00:01:17.153>much. <00:01:17.309>&gt;&gt; <00:01:17.466>Thank <00:01:17.623>you.

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<00:01:17.710>&gt;&gt; <00:01:17.714>Thank <00:01:17.719>you.

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<00:01:17.720>&gt;&gt; <00:01:17.832>Thank <00:01:17.945>you. <00:01:18.057>Have <00:01:18.170>a <00:01:18.282>good <00:01:18.395>one.

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<00:01:18.470>Have <00:01:18.473>a <00:01:18.476>good <00:01:18.479>one.

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<00:01:18.480>Have <00:01:18.760>a <00:01:19.040>good <00:01:19.320>one. <00:01:19.600>&gt;&gt; <00:01:19.880>Hello.

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<00:01:22.760>Thanks, <00:01:24.083>everybody.

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<00:01:24.230>Thanks, <00:01:24.238>everybody.

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<00:01:24.240>Thanks, <00:01:24.380>everybody. <00:01:24.520>Um <00:01:24.660>so, <00:01:24.800>yeah, <00:01:24.940>we <00:01:25.080>are <00:01:25.220>going <00:01:25.360>to <00:01:25.500>talk <00:01:25.640>about

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<00:01:26.030>Um <00:01:26.031>so, <00:01:26.032>yeah, <00:01:26.033>we <00:01:26.034>are <00:01:26.035>going <00:01:26.036>to <00:01:26.037>talk <00:01:26.038>about

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<00:01:26.039>Um <00:01:26.147>so, <00:01:26.255>yeah, <00:01:26.363>we <00:01:26.470>are <00:01:26.578>going <00:01:26.686>to <00:01:26.793>talk <00:01:26.901>about <00:01:27.009>uh <00:01:27.116>building <00:01:27.224>10x <00:01:27.332>organizations <00:01:27.440>using

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<00:01:28.270>uh <00:01:28.272>building <00:01:28.274>10x <00:01:28.276>organizations <00:01:28.279>using

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<00:01:28.280>uh <00:01:28.435>building <00:01:28.591>10x <00:01:28.746>organizations <00:01:28.902>using <00:01:29.057>modern <00:01:29.213>productivity <00:01:29.368>metrics. <00:01:29.524>I <00:01:29.680>love

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<00:01:29.990>modern <00:01:29.992>productivity <00:01:29.994>metrics. <00:01:29.996>I <00:01:29.999>love

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<00:01:30.000>modern <00:01:30.095>productivity <00:01:30.190>metrics. <00:01:30.285>I <00:01:30.381>love <00:01:30.476>giving <00:01:30.571>this <00:01:30.666>talk. <00:01:30.762>This <00:01:30.857>is <00:01:30.952>one <00:01:31.047>of <00:01:31.143>my

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<00:01:31.270>giving <00:01:31.271>this <00:01:31.272>talk. <00:01:31.273>This <00:01:31.275>is <00:01:31.276>one <00:01:31.277>of <00:01:31.279>my

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<00:01:31.280>giving <00:01:31.387>this <00:01:31.495>talk. <00:01:31.603>This <00:01:31.710>is <00:01:31.818>one <00:01:31.926>of <00:01:32.033>my <00:01:32.141>favorite <00:01:32.249>talks <00:01:32.356>to <00:01:32.464>give. <00:01:32.572>I've <00:01:32.680>been

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<00:01:32.950>favorite <00:01:32.951>talks <00:01:32.953>to <00:01:32.955>give. <00:01:32.957>I've <00:01:32.959>been

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<00:01:32.960>favorite <00:01:33.076>talks <00:01:33.193>to <00:01:33.310>give. <00:01:33.426>I've <00:01:33.543>been <00:01:33.660>iterating <00:01:33.776>on <00:01:33.893>this <00:01:34.010>talk <00:01:34.126>for <00:01:34.243>about <00:01:34.360>7

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<00:01:34.789>iterating <00:01:34.791>on <00:01:34.792>this <00:01:34.794>talk <00:01:34.795>for <00:01:34.797>about <00:01:34.798>7

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<00:01:34.800>iterating <00:01:34.916>on <00:01:35.033>this <00:01:35.149>talk <00:01:35.266>for <00:01:35.383>about <00:01:35.500>7 <00:01:35.616>years, <00:01:35.733>actually. <00:01:35.850>The <00:01:35.966>original <00:01:36.083>uh <00:01:36.200>title

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<00:01:37.470>years, <00:01:37.471>actually. <00:01:37.473>The <00:01:37.475>original <00:01:37.477>uh <00:01:37.478>title

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<00:01:37.479>years, <00:01:37.596>actually. <00:01:37.713>The <00:01:37.829>original <00:01:37.946>uh <00:01:38.063>title <00:01:38.179>for <00:01:38.296>this <00:01:38.413>talk <00:01:38.529>was <00:01:38.646>DevOps, <00:01:38.763>12-factor, <00:01:38.880>and

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<00:01:40.190>for <00:01:40.191>this <00:01:40.193>talk <00:01:40.194>was <00:01:40.196>DevOps, <00:01:40.197>12-factor, <00:01:40.199>and

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<00:01:40.200>for <00:01:40.293>this <00:01:40.386>talk <00:01:40.480>was <00:01:40.573>DevOps, <00:01:40.666>12-factor, <00:01:40.760>and <00:01:40.853>open <00:01:40.946>source <00:01:41.040>to <00:01:41.133>give <00:01:41.226>you <00:01:41.320>an <00:01:41.413>idea <00:01:41.506>of <00:01:41.600>how

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<00:01:42.270>open <00:01:42.271>source <00:01:42.272>to <00:01:42.273>give <00:01:42.274>you <00:01:42.275>an <00:01:42.276>idea <00:01:42.277>of <00:01:42.279>how

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<00:01:42.280>open <00:01:42.373>source <00:01:42.466>to <00:01:42.560>give <00:01:42.653>you <00:01:42.746>an <00:01:42.840>idea <00:01:42.933>of <00:01:43.026>how <00:01:43.120>things <00:01:43.213>have <00:01:43.306>changed <00:01:43.400>uh <00:01:43.493>during <00:01:43.586>that <00:01:43.680>time.

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<00:01:44.789>things <00:01:44.791>have <00:01:44.792>changed <00:01:44.794>uh <00:01:44.795>during <00:01:44.797>that <00:01:44.798>time.

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<00:01:44.800>things <00:01:44.887>have <00:01:44.975>changed <00:01:45.062>uh <00:01:45.149>during <00:01:45.237>that <00:01:45.325>time. <00:01:45.412>Um <00:01:45.500>I <00:01:45.587>like <00:01:45.675>to <00:01:45.762>start <00:01:45.850>this <00:01:45.937>talk <00:01:46.024>out <00:01:46.112>with <00:01:46.200>a

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<00:01:46.550>Um <00:01:46.551>I <00:01:46.551>like <00:01:46.553>to <00:01:46.554>start <00:01:46.555>this <00:01:46.556>talk <00:01:46.557>out <00:01:46.558>with <00:01:46.559>a

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<00:01:46.560>Um <00:01:46.642>I <00:01:46.724>like <00:01:46.807>to <00:01:46.889>start <00:01:46.971>this <00:01:47.054>talk <00:01:47.136>out <00:01:47.218>with <00:01:47.301>a <00:01:47.383>quote <00:01:47.465>uh <00:01:47.548>what <00:01:47.630>from <00:01:47.712>uh <00:01:47.795>W. <00:01:47.877>Edwards <00:01:47.960>Deming.

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<00:01:49.470>quote <00:01:49.471>uh <00:01:49.472>what <00:01:49.473>from <00:01:49.475>uh <00:01:49.476>W. <00:01:49.477>Edwards <00:01:49.478>Deming.

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<00:01:49.479>quote <00:01:49.587>uh <00:01:49.695>what <00:01:49.803>from <00:01:49.910>uh <00:01:50.018>W. <00:01:50.126>Edwards <00:01:50.233>Deming. <00:01:50.341>Who's <00:01:50.449>familiar <00:01:50.556>with <00:01:50.664>with <00:01:50.772>W. <00:01:50.880>Edwards

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<00:01:51.110>Who's <00:01:51.111>familiar <00:01:51.113>with <00:01:51.115>with <00:01:51.117>W. <00:01:51.119>Edwards

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<00:01:51.120>Who's <00:01:51.292>familiar <00:01:51.465>with <00:01:51.637>with <00:01:51.810>W. <00:01:51.982>Edwards <00:01:52.155>Deming?

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Deming?

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<00:01:52.280>Deming? <00:01:52.435>Oh, <00:01:52.591>wow. <00:01:52.746>Okay. <00:01:52.902>So, <00:01:53.057>so <00:01:53.213>his <00:01:53.368>work <00:01:53.524>is <00:01:53.680>is

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<00:01:54.630>Oh, <00:01:54.631>wow. <00:01:54.632>Okay. <00:01:54.633>So, <00:01:54.634>so <00:01:54.635>his <00:01:54.636>work <00:01:54.637>is <00:01:54.639>is

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<00:01:54.640>Oh, <00:01:54.733>wow. <00:01:54.826>Okay. <00:01:54.920>So, <00:01:55.013>so <00:01:55.106>his <00:01:55.200>work <00:01:55.293>is <00:01:55.386>is <00:01:55.480>foundational <00:01:55.573>to <00:01:55.666>so <00:01:55.760>much <00:01:55.853>of <00:01:55.946>what <00:01:56.040>we've

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<00:01:56.310>foundational <00:01:56.311>to <00:01:56.313>so <00:01:56.314>much <00:01:56.316>of <00:01:56.317>what <00:01:56.318>we've

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<00:01:56.320>foundational <00:01:56.427>to <00:01:56.535>so <00:01:56.643>much <00:01:56.750>of <00:01:56.858>what <00:01:56.966>we've <00:01:57.073>learned <00:01:57.181>in <00:01:57.289>DevOps <00:01:57.396>and <00:01:57.504>and <00:01:57.612>and <00:01:57.720>platform

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<00:01:58.870>learned <00:01:58.871>in <00:01:58.873>DevOps <00:01:58.874>and <00:01:58.876>and <00:01:58.877>and <00:01:58.878>platform

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<00:01:58.880>learned <00:01:59.054>in <00:01:59.229>DevOps <00:01:59.405>and <00:01:59.580>and <00:01:59.755>and <00:01:59.929>platform <00:02:00.104>engineering <00:02:00.280>certainly.

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<00:02:00.710>engineering <00:02:00.719>certainly.

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<00:02:00.720>engineering <00:02:00.875>certainly. <00:02:01.031>He <00:02:01.186>had <00:02:01.342>a <00:02:01.497>really <00:02:01.653>interesting <00:02:01.808>life. <00:02:01.964>I <00:02:02.120>sent

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<00:02:02.990>He <00:02:02.991>had <00:02:02.992>a <00:02:02.993>really <00:02:02.995>interesting <00:02:02.996>life. <00:02:02.997>I <00:02:02.999>sent

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<00:02:03.000>He <00:02:03.093>had <00:02:03.186>a <00:02:03.279>really <00:02:03.372>interesting <00:02:03.465>life. <00:02:03.558>I <00:02:03.651>sent <00:02:03.744>to <00:02:03.837>Japan <00:02:03.929>after <00:02:04.023>the <00:02:04.116>Second <00:02:04.209>World <00:02:04.301>War <00:02:04.395>to

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<00:02:04.550>to <00:02:04.551>Japan <00:02:04.552>after <00:02:04.553>the <00:02:04.555>Second <00:02:04.556>World <00:02:04.557>War <00:02:04.559>to

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<00:02:04.560>to <00:02:04.660>Japan <00:02:04.760>after <00:02:04.860>the <00:02:04.960>Second <00:02:05.060>World <00:02:05.160>War <00:02:05.260>to <00:02:05.360>help <00:02:05.460>rebuild <00:02:05.560>their <00:02:05.660>economy <00:02:05.760>and <00:02:05.860>ended <00:02:05.960>up

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<00:02:06.790>help <00:02:06.791>rebuild <00:02:06.793>their <00:02:06.794>economy <00:02:06.796>and <00:02:06.797>ended <00:02:06.798>up

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<00:02:06.800>help <00:02:06.916>rebuild <00:02:07.033>their <00:02:07.149>economy <00:02:07.266>and <00:02:07.383>ended <00:02:07.500>up <00:02:07.616>helping <00:02:07.733>Japan <00:02:07.850>effectively <00:02:07.966>beat <00:02:08.083>the <00:02:08.199>world

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<00:02:09.430>helping <00:02:09.431>Japan <00:02:09.433>effectively <00:02:09.435>beat <00:02:09.437>the <00:02:09.439>world

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<00:02:09.440>helping <00:02:09.567>Japan <00:02:09.694>effectively <00:02:09.821>beat <00:02:09.949>the <00:02:10.076>world <00:02:10.203>in <00:02:10.330>manufacturing <00:02:10.458>for <00:02:10.585>decades <00:02:10.712>after <00:02:10.840>that.

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<00:02:11.870>in <00:02:11.871>manufacturing <00:02:11.873>for <00:02:11.875>decades <00:02:11.877>after <00:02:11.879>that.

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<00:02:11.880>in <00:02:11.996>manufacturing <00:02:12.113>for <00:02:12.230>decades <00:02:12.346>after <00:02:12.463>that. <00:02:12.579>So <00:02:12.696>there's <00:02:12.813>a <00:02:12.930>great <00:02:13.046>book <00:02:13.163>called <00:02:13.280>Deming's

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<00:02:13.830>So <00:02:13.831>there's <00:02:13.833>a <00:02:13.834>great <00:02:13.836>book <00:02:13.837>called <00:02:13.839>Deming's

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<00:02:13.840>So <00:02:13.956>there's <00:02:14.073>a <00:02:14.190>great <00:02:14.306>book <00:02:14.423>called <00:02:14.540>Deming's <00:02:14.656>Journey <00:02:14.773>to <00:02:14.890>Profound <00:02:15.006>Knowledge <00:02:15.123>written <00:02:15.240>by

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<00:02:15.550>Journey <00:02:15.551>to <00:02:15.553>Profound <00:02:15.555>Knowledge <00:02:15.557>written <00:02:15.559>by

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<00:02:15.560>Journey <00:02:15.664>to <00:02:15.768>Profound <00:02:15.872>Knowledge <00:02:15.976>written <00:02:16.080>by <00:02:16.185>John <00:02:16.289>Willis. <00:02:16.393>Some <00:02:16.497>of <00:02:16.601>you <00:02:16.705>might <00:02:16.810>be

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<00:02:16.949>John <00:02:16.950>Willis. <00:02:16.952>Some <00:02:16.953>of <00:02:16.955>you <00:02:16.956>might <00:02:16.958>be

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<00:02:16.959>John <00:02:17.075>Willis. <00:02:17.192>Some <00:02:17.309>of <00:02:17.425>you <00:02:17.542>might <00:02:17.659>be <00:02:17.775>familiar <00:02:17.892>with <00:02:18.009>him. <00:02:18.125>He <00:02:18.242>wrote <00:02:18.359>Investments

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<00:02:18.870>familiar <00:02:18.871>with <00:02:18.873>him. <00:02:18.875>He <00:02:18.877>wrote <00:02:18.879>Investments

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<00:02:18.880>familiar <00:02:19.007>with <00:02:19.134>him. <00:02:19.261>He <00:02:19.389>wrote <00:02:19.516>Investments <00:02:19.643>Unlimited. <00:02:19.770>He <00:02:19.898>contributed <00:02:20.025>to <00:02:20.152>the <00:02:20.280>DevOps

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<00:02:20.949>Unlimited. <00:02:20.950>He <00:02:20.952>contributed <00:02:20.954>to <00:02:20.956>the <00:02:20.958>DevOps

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<00:02:20.959>Unlimited. <00:02:21.075>He <00:02:21.192>contributed <00:02:21.309>to <00:02:21.425>the <00:02:21.542>DevOps <00:02:21.659>Handbook. <00:02:21.775>I <00:02:21.892>really <00:02:22.009>recommend <00:02:22.125>it. <00:02:22.242>It's <00:02:22.359>a

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<00:02:23.070>Handbook. <00:02:23.071>I <00:02:23.072>really <00:02:23.074>recommend <00:02:23.076>it. <00:02:23.077>It's <00:02:23.078>a

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<00:02:23.079>Handbook. <00:02:23.159>I <00:02:23.239>really <00:02:23.318>recommend <00:02:23.398>it. <00:02:23.478>It's <00:02:23.557>a <00:02:23.637>great <00:02:23.716>way <00:02:23.796>to <00:02:23.876>learn <00:02:23.955>more <00:02:24.035>about <00:02:24.114>Deming.

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<00:02:24.230>great <00:02:24.231>way <00:02:24.233>to <00:02:24.234>learn <00:02:24.236>more <00:02:24.237>about <00:02:24.239>Deming.

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<00:02:24.240>great <00:02:24.331>way <00:02:24.423>to <00:02:24.515>learn <00:02:24.607>more <00:02:24.699>about <00:02:24.791>Deming. <00:02:24.883>But <00:02:24.975>he <00:02:25.067>liked <00:02:25.159>to <00:02:25.251>start <00:02:25.343>sessions <00:02:25.435>off <00:02:25.527>with

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<00:02:25.670>But <00:02:25.671>he <00:02:25.672>liked <00:02:25.673>to <00:02:25.675>start <00:02:25.676>sessions <00:02:25.677>off <00:02:25.679>with

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<00:02:25.680>But <00:02:25.773>he <00:02:25.866>liked <00:02:25.960>to <00:02:26.053>start <00:02:26.146>sessions <00:02:26.240>off <00:02:26.333>with <00:02:26.426>this <00:02:26.520>quote, <00:02:26.613>which <00:02:26.706>is <00:02:26.800>that <00:02:26.893>we're <00:02:26.986>here <00:02:27.080>to

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<00:02:27.350>this <00:02:27.351>quote, <00:02:27.352>which <00:02:27.353>is <00:02:27.355>that <00:02:27.356>we're <00:02:27.357>here <00:02:27.359>to

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<00:02:27.360>this <00:02:27.453>quote, <00:02:27.546>which <00:02:27.640>is <00:02:27.733>that <00:02:27.826>we're <00:02:27.920>here <00:02:28.013>to <00:02:28.106>learn, <00:02:28.200>to <00:02:28.293>make <00:02:28.386>a <00:02:28.480>difference, <00:02:28.573>and <00:02:28.666>to <00:02:28.760>have

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<00:02:29.670>learn, <00:02:29.671>to <00:02:29.672>make <00:02:29.673>a <00:02:29.675>difference, <00:02:29.676>and <00:02:29.677>to <00:02:29.679>have

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<00:02:29.680>learn, <00:02:29.773>to <00:02:29.866>make <00:02:29.960>a <00:02:30.053>difference, <00:02:30.146>and <00:02:30.240>to <00:02:30.333>have <00:02:30.426>fun. <00:02:30.520>And <00:02:30.613>so <00:02:30.706>hopefully <00:02:30.800>for <00:02:30.893>the <00:02:30.986>next <00:02:31.080>30

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<00:02:31.470>fun. <00:02:31.471>And <00:02:31.472>so <00:02:31.473>hopefully <00:02:31.475>for <00:02:31.476>the <00:02:31.477>next <00:02:31.478>30

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<00:02:31.480>fun. <00:02:31.551>And <00:02:31.622>so <00:02:31.694>hopefully <00:02:31.765>for <00:02:31.837>the <00:02:31.908>next <00:02:31.979>30 <00:02:32.051>minutes <00:02:32.122>or <00:02:32.194>so <00:02:32.265>that'll <00:02:32.336>kind <00:02:32.408>of <00:02:32.479>set <00:02:32.551>the

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<00:02:32.670>minutes <00:02:32.671>or <00:02:32.672>so <00:02:32.673>that'll <00:02:32.675>kind <00:02:32.676>of <00:02:32.677>set <00:02:32.679>the

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<00:02:32.680>minutes <00:02:32.773>or <00:02:32.866>so <00:02:32.960>that'll <00:02:33.053>kind <00:02:33.146>of <00:02:33.240>set <00:02:33.333>the <00:02:33.426>tone <00:02:33.520>for <00:02:33.613>what <00:02:33.706>we're <00:02:33.800>going <00:02:33.893>to <00:02:33.986>be <00:02:34.080>talking

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<00:02:34.310>tone <00:02:34.311>for <00:02:34.312>what <00:02:34.313>we're <00:02:34.315>going <00:02:34.316>to <00:02:34.317>be <00:02:34.319>talking

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<00:02:34.320>tone <00:02:34.420>for <00:02:34.519>what <00:02:34.620>we're <00:02:34.720>going <00:02:34.820>to <00:02:34.920>be <00:02:35.019>talking <00:02:35.120>about. <00:02:35.220>So <00:02:35.320>what <00:02:35.420>are <00:02:35.519>we <00:02:35.620>talking <00:02:35.720>about?

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<00:02:36.510>about. <00:02:36.511>So <00:02:36.513>what <00:02:36.514>are <00:02:36.516>we <00:02:36.517>talking <00:02:36.519>about?

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<00:02:36.520>about. <00:02:36.636>So <00:02:36.753>what <00:02:36.870>are <00:02:36.986>we <00:02:37.103>talking <00:02:37.220>about? <00:02:37.336>Well, <00:02:37.453>let's <00:02:37.570>talk <00:02:37.686>about <00:02:37.803>the <00:02:37.920>10x

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<00:02:39.470>Well, <00:02:39.471>let's <00:02:39.473>talk <00:02:39.475>about <00:02:39.477>the <00:02:39.478>10x

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<00:02:39.480>Well, <00:02:39.713>let's <00:02:39.946>talk <00:02:40.179>about <00:02:40.413>the <00:02:40.646>10x <00:02:40.880>engineer.

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engineer.

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<00:02:41.120>engineer. <00:02:41.260>Or <00:02:41.400>as <00:02:41.540>I <00:02:41.680>like <00:02:41.820>to <00:02:41.960>describe <00:02:42.100>it, <00:02:42.240>the <00:02:42.380>myth <00:02:42.520>of

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<00:02:43.270>Or <00:02:43.271>as <00:02:43.272>I <00:02:43.273>like <00:02:43.274>to <00:02:43.275>describe <00:02:43.276>it, <00:02:43.277>the <00:02:43.278>myth <00:02:43.279>of

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<00:02:43.280>Or <00:02:43.362>as <00:02:43.444>I <00:02:43.527>like <00:02:43.609>to <00:02:43.691>describe <00:02:43.774>it, <00:02:43.856>the <00:02:43.938>myth <00:02:44.021>of <00:02:44.103>the <00:02:44.185>10x <00:02:44.268>engineer. <00:02:44.350>I <00:02:44.432>do <00:02:44.515>think <00:02:44.597>about <00:02:44.680>the

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<00:02:45.310>the <00:02:45.311>10x <00:02:45.312>engineer. <00:02:45.313>I <00:02:45.315>do <00:02:45.316>think <00:02:45.317>about <00:02:45.319>the

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<00:02:45.320>the <00:02:45.400>10x <00:02:45.482>engineer. <00:02:45.563>I <00:02:45.644>do <00:02:45.725>think <00:02:45.806>about <00:02:45.887>the <00:02:45.968>10x <00:02:46.049>engineer <00:02:46.130>the <00:02:46.211>same <00:02:46.292>way <00:02:46.373>that <00:02:46.454>I <00:02:46.535>think

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<00:02:46.670>10x <00:02:46.671>engineer <00:02:46.672>the <00:02:46.673>same <00:02:46.675>way <00:02:46.676>that <00:02:46.677>I <00:02:46.679>think

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<00:02:46.680>10x <00:02:46.796>engineer <00:02:46.913>the <00:02:47.030>same <00:02:47.146>way <00:02:47.263>that <00:02:47.380>I <00:02:47.496>think <00:02:47.613>about <00:02:47.730>mystical <00:02:47.846>unicorns <00:02:47.963>and <00:02:48.080>mythical

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<00:02:48.590>about <00:02:48.592>mystical <00:02:48.594>unicorns <00:02:48.596>and <00:02:48.599>mythical

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<00:02:48.600>about <00:02:48.755>mystical <00:02:48.911>unicorns <00:02:49.066>and <00:02:49.222>mythical <00:02:49.377>centaurs <00:02:49.533>and <00:02:49.688>chupacabras. <00:02:49.844>And <00:02:50.000>I

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<00:02:50.310>centaurs <00:02:50.312>and <00:02:50.314>chupacabras. <00:02:50.316>And <00:02:50.319>I

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<00:02:50.320>centaurs <00:02:50.436>and <00:02:50.553>chupacabras. <00:02:50.670>And <00:02:50.786>I <00:02:50.903>apologize <00:02:51.019>if <00:02:51.136>you <00:02:51.253>believe <00:02:51.370>in <00:02:51.486>any <00:02:51.603>of <00:02:51.720>these

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<00:02:52.230>apologize <00:02:52.231>if <00:02:52.232>you <00:02:52.233>believe <00:02:52.235>in <00:02:52.236>any <00:02:52.237>of <00:02:52.239>these

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<00:02:52.240>apologize <00:02:52.314>if <00:02:52.388>you <00:02:52.462>believe <00:02:52.536>in <00:02:52.610>any <00:02:52.684>of <00:02:52.758>these <00:02:52.832>things. <00:02:52.906>I <00:02:52.980>think <00:02:53.054>they're <00:02:53.128>fairly <00:02:53.203>well

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<00:02:53.310>things. <00:02:53.311>I <00:02:53.313>think <00:02:53.315>they're <00:02:53.317>fairly <00:02:53.319>well

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<00:02:53.320>things. <00:02:53.488>I <00:02:53.656>think <00:02:53.825>they're <00:02:53.993>fairly <00:02:54.162>well <00:02:54.330>ascribed <00:02:54.499>to

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<00:02:54.630>ascribed <00:02:54.638>to

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<00:02:54.640>ascribed <00:02:54.795>to <00:02:54.951>myth. <00:02:55.106>And <00:02:55.262>the <00:02:55.417>reason <00:02:55.573>for <00:02:55.728>this <00:02:55.884>isn't <00:02:56.040>so

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<00:02:56.710>myth. <00:02:56.711>And <00:02:56.712>the <00:02:56.713>reason <00:02:56.715>for <00:02:56.716>this <00:02:56.717>isn't <00:02:56.719>so

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<00:02:56.720>myth. <00:02:56.805>And <00:02:56.890>the <00:02:56.975>reason <00:02:57.060>for <00:02:57.145>this <00:02:57.230>isn't <00:02:57.315>so <00:02:57.400>much <00:02:57.485>that <00:02:57.570>we <00:02:57.655>don't <00:02:57.741>have <00:02:57.826>highly

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<00:02:57.949>much <00:02:57.950>that <00:02:57.952>we <00:02:57.954>don't <00:02:57.956>have <00:02:57.958>highly

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<00:02:57.959>much <00:02:58.085>that <00:02:58.212>we <00:02:58.339>don't <00:02:58.466>have <00:02:58.593>highly <00:02:58.719>productive <00:02:58.846>engineers. <00:02:58.973>Like <00:02:59.100>of <00:02:59.227>course <00:02:59.354>we

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<00:02:59.509>productive <00:02:59.510>engineers. <00:02:59.512>Like <00:02:59.514>of <00:02:59.516>course <00:02:59.518>we

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<00:02:59.519>productive <00:02:59.626>engineers. <00:02:59.734>Like <00:02:59.842>of <00:02:59.949>course <00:03:00.057>we <00:03:00.165>do. <00:03:00.272>But <00:03:00.380>every <00:03:00.488>engineer <00:03:00.595>is <00:03:00.703>going <00:03:00.811>to <00:03:00.919>be

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<00:03:01.630>do. <00:03:01.631>But <00:03:01.632>every <00:03:01.633>engineer <00:03:01.635>is <00:03:01.636>going <00:03:01.637>to <00:03:01.638>be

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<00:03:01.640>do. <00:03:01.747>But <00:03:01.855>every <00:03:01.963>engineer <00:03:02.070>is <00:03:02.178>going <00:03:02.286>to <00:03:02.393>be <00:03:02.501>constrained <00:03:02.609>by <00:03:02.716>the <00:03:02.824>platform <00:03:02.932>and <00:03:03.040>the

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<00:03:03.670>constrained <00:03:03.671>by <00:03:03.673>the <00:03:03.675>platform <00:03:03.677>and <00:03:03.679>the

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<00:03:03.680>constrained <00:03:03.807>by <00:03:03.934>the <00:03:04.061>platform <00:03:04.189>and <00:03:04.316>the <00:03:04.443>culture <00:03:04.570>and <00:03:04.698>the <00:03:04.825>environment <00:03:04.952>in <00:03:05.080>which

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<00:03:05.710>culture <00:03:05.711>and <00:03:05.713>the <00:03:05.715>environment <00:03:05.717>in <00:03:05.719>which

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<00:03:05.720>culture <00:03:05.859>and <00:03:06.000>the <00:03:06.140>environment <00:03:06.280>in <00:03:06.420>which <00:03:06.560>they're <00:03:06.700>working, <00:03:06.840>right? <00:03:06.980>That <00:03:07.120>environment

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<00:03:07.509>they're <00:03:07.511>working, <00:03:07.513>right? <00:03:07.515>That <00:03:07.518>environment

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<00:03:07.519>they're <00:03:07.646>working, <00:03:07.773>right? <00:03:07.900>That <00:03:08.028>environment <00:03:08.155>is <00:03:08.282>really <00:03:08.409>going <00:03:08.537>to <00:03:08.664>be <00:03:08.791>what's <00:03:08.919>determining

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<00:03:09.270>is <00:03:09.271>really <00:03:09.273>going <00:03:09.274>to <00:03:09.276>be <00:03:09.277>what's <00:03:09.279>determining

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<00:03:09.280>is <00:03:09.406>really <00:03:09.533>going <00:03:09.660>to <00:03:09.787>be <00:03:09.914>what's <00:03:10.040>determining <00:03:10.167>of <00:03:10.294>their <00:03:10.421>their <00:03:10.548>overall <00:03:10.675>productivity

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<00:03:10.830>of <00:03:10.832>their <00:03:10.834>their <00:03:10.836>overall <00:03:10.839>productivity

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<00:03:10.840>of <00:03:10.967>their <00:03:11.094>their <00:03:11.221>overall <00:03:11.349>productivity <00:03:11.476>output. <00:03:11.603>And <00:03:11.730>that's <00:03:11.858>really <00:03:11.985>the <00:03:12.112>essence <00:03:12.240>of

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<00:03:13.270>output. <00:03:13.271>And <00:03:13.273>that's <00:03:13.274>really <00:03:13.276>the <00:03:13.277>essence <00:03:13.279>of

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<00:03:13.280>output. <00:03:13.420>And <00:03:13.560>that's <00:03:13.700>really <00:03:13.840>the <00:03:13.980>essence <00:03:14.120>of <00:03:14.260>improving <00:03:14.400>developer <00:03:14.540>experience, <00:03:14.680>right?

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<00:03:15.310>improving <00:03:15.313>developer <00:03:15.316>experience, <00:03:15.319>right?

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<00:03:15.320>improving <00:03:15.433>developer <00:03:15.546>experience, <00:03:15.659>right? <00:03:15.773>It's <00:03:15.886>a <00:03:15.999>systems <00:03:16.112>problem <00:03:16.226>more <00:03:16.339>than <00:03:16.452>it <00:03:16.565>is <00:03:16.678>a

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<00:03:16.829>It's <00:03:16.831>a <00:03:16.832>systems <00:03:16.833>problem <00:03:16.834>more <00:03:16.835>than <00:03:16.836>it <00:03:16.837>is <00:03:16.839>a

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<00:03:16.840>It's <00:03:16.933>a <00:03:17.026>systems <00:03:17.120>problem <00:03:17.213>more <00:03:17.306>than <00:03:17.400>it <00:03:17.493>is <00:03:17.586>a <00:03:17.680>people <00:03:17.773>problem. <00:03:17.866>So <00:03:17.960>I <00:03:18.053>think <00:03:18.146>that <00:03:18.240>10x

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<00:03:18.550>people <00:03:18.551>problem. <00:03:18.553>So <00:03:18.554>I <00:03:18.556>think <00:03:18.557>that <00:03:18.559>10x

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<00:03:18.560>people <00:03:18.700>problem. <00:03:18.840>So <00:03:18.980>I <00:03:19.120>think <00:03:19.260>that <00:03:19.400>10x <00:03:19.540>developers <00:03:19.680>are <00:03:19.820>a <00:03:19.960>myth,

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<00:03:20.310>developers <00:03:20.313>are <00:03:20.316>a <00:03:20.319>myth,

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<00:03:20.320>developers <00:03:20.459>are <00:03:20.600>a <00:03:20.739>myth, <00:03:20.880>but <00:03:21.019>10x <00:03:21.160>organizations <00:03:21.299>are <00:03:21.440>very <00:03:21.579>real. <00:03:21.720>And

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<00:03:23.470>but <00:03:23.471>10x <00:03:23.472>organizations <00:03:23.474>are <00:03:23.476>very <00:03:23.477>real. <00:03:23.478>And

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<00:03:23.480>but <00:03:23.581>10x <00:03:23.683>organizations <00:03:23.785>are <00:03:23.886>very <00:03:23.988>real. <00:03:24.090>And <00:03:24.191>the <00:03:24.293>first <00:03:24.395>time <00:03:24.497>that <00:03:24.598>we <00:03:24.700>would <00:03:24.802>see

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<00:03:24.949>the <00:03:24.950>first <00:03:24.952>time <00:03:24.953>that <00:03:24.955>we <00:03:24.956>would <00:03:24.958>see

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<00:03:24.959>the <00:03:25.075>first <00:03:25.192>time <00:03:25.309>that <00:03:25.425>we <00:03:25.542>would <00:03:25.659>see <00:03:25.775>concentrated <00:03:25.892>study <00:03:26.009>of <00:03:26.125>this <00:03:26.242>would <00:03:26.359>come

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<00:03:26.670>concentrated <00:03:26.671>study <00:03:26.673>of <00:03:26.675>this <00:03:26.677>would <00:03:26.679>come

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<00:03:26.680>concentrated <00:03:26.781>study <00:03:26.882>of <00:03:26.983>this <00:03:27.085>would <00:03:27.186>come <00:03:27.287>out <00:03:27.388>in <00:03:27.490>this <00:03:27.591>book <00:03:27.692>Peopleware. <00:03:27.793>Who's <00:03:27.895>read

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<00:03:28.030>out <00:03:28.031>in <00:03:28.033>this <00:03:28.034>book <00:03:28.036>Peopleware. <00:03:28.037>Who's <00:03:28.039>read

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<00:03:28.040>out <00:03:28.147>in <00:03:28.255>this <00:03:28.363>book <00:03:28.470>Peopleware. <00:03:28.578>Who's <00:03:28.686>read <00:03:28.793>Peopleware <00:03:28.901>before? <00:03:29.009>All <00:03:29.116>right, <00:03:29.224>a <00:03:29.332>few <00:03:29.440>of

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<00:03:29.829>Peopleware <00:03:29.831>before? <00:03:29.833>All <00:03:29.834>right, <00:03:29.835>a <00:03:29.837>few <00:03:29.839>of

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<00:03:29.840>Peopleware <00:03:29.933>before? <00:03:30.026>All <00:03:30.120>right, <00:03:30.213>a <00:03:30.306>few <00:03:30.400>of <00:03:30.493>you, <00:03:30.586>great. <00:03:30.680>I <00:03:30.773>keep <00:03:30.866>this <00:03:30.960>book <00:03:31.053>on <00:03:31.146>my <00:03:31.240>desk,

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<00:03:31.949>you, <00:03:31.950>great. <00:03:31.951>I <00:03:31.952>keep <00:03:31.953>this <00:03:31.954>book <00:03:31.955>on <00:03:31.956>my <00:03:31.958>desk,

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<00:03:31.959>you, <00:03:32.047>great. <00:03:32.135>I <00:03:32.223>keep <00:03:32.312>this <00:03:32.400>book <00:03:32.488>on <00:03:32.576>my <00:03:32.665>desk, <00:03:32.753>not <00:03:32.841>even <00:03:32.929>my <00:03:33.018>bookshelf. <00:03:33.106>I <00:03:33.194>reference <00:03:33.282>it

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<00:03:33.430>not <00:03:33.431>even <00:03:33.433>my <00:03:33.434>bookshelf. <00:03:33.436>I <00:03:33.437>reference <00:03:33.439>it

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<00:03:33.440>not <00:03:33.547>even <00:03:33.655>my <00:03:33.763>bookshelf. <00:03:33.870>I <00:03:33.978>reference <00:03:34.086>it <00:03:34.193>all <00:03:34.301>the <00:03:34.409>time. <00:03:34.516>And <00:03:34.624>this <00:03:34.732>book <00:03:34.840>centers

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<00:03:35.350>all <00:03:35.351>the <00:03:35.353>time. <00:03:35.354>And <00:03:35.356>this <00:03:35.357>book <00:03:35.359>centers

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<00:03:35.360>all <00:03:35.473>the <00:03:35.586>time. <00:03:35.699>And <00:03:35.813>this <00:03:35.926>book <00:03:36.039>centers <00:03:36.152>around <00:03:36.266>a <00:03:36.379>research <00:03:36.492>project <00:03:36.605>called <00:03:36.719>the

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<00:03:36.870>around <00:03:36.871>a <00:03:36.873>research <00:03:36.875>project <00:03:36.877>called <00:03:36.879>the

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<00:03:36.880>around <00:03:37.007>a <00:03:37.134>research <00:03:37.261>project <00:03:37.389>called <00:03:37.516>the <00:03:37.643>Coding <00:03:37.770>War <00:03:37.898>Games, <00:03:38.025>which <00:03:38.152>actually <00:03:38.280>started

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<00:03:39.509>Coding <00:03:39.510>War <00:03:39.512>Games, <00:03:39.514>which <00:03:39.516>actually <00:03:39.518>started

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<00:03:39.519>Coding <00:03:39.626>War <00:03:39.734>Games, <00:03:39.842>which <00:03:39.949>actually <00:03:40.057>started <00:03:40.165>in <00:03:40.272>the <00:03:40.380>mid-80s. <00:03:40.488>And <00:03:40.595>the <00:03:40.703>purpose <00:03:40.811>of <00:03:40.919>this

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<00:03:42.030>in <00:03:42.031>the <00:03:42.032>mid-80s. <00:03:42.033>And <00:03:42.035>the <00:03:42.036>purpose <00:03:42.037>of <00:03:42.039>this

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<00:03:42.040>in <00:03:42.123>the <00:03:42.206>mid-80s. <00:03:42.290>And <00:03:42.373>the <00:03:42.457>purpose <00:03:42.540>of <00:03:42.623>this <00:03:42.707>study <00:03:42.790>was <00:03:42.874>to <00:03:42.957>try <00:03:43.040>to <00:03:43.124>figure <00:03:43.207>out, <00:03:43.291>you

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<00:03:43.430>study <00:03:43.431>was <00:03:43.432>to <00:03:43.433>try <00:03:43.435>to <00:03:43.436>figure <00:03:43.437>out, <00:03:43.439>you

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<00:03:43.440>study <00:03:43.556>was <00:03:43.673>to <00:03:43.790>try <00:03:43.906>to <00:03:44.023>figure <00:03:44.140>out, <00:03:44.256>you <00:03:44.373>know, <00:03:44.490>what <00:03:44.606>makes <00:03:44.723>highly <00:03:44.840>productive

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<00:03:45.350>know, <00:03:45.352>what <00:03:45.354>makes <00:03:45.356>highly <00:03:45.359>productive

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<00:03:45.360>know, <00:03:45.487>what <00:03:45.614>makes <00:03:45.741>highly <00:03:45.869>productive <00:03:45.996>engineering <00:03:46.123>teams. <00:03:46.250>And <00:03:46.378>it <00:03:46.505>was <00:03:46.632>a <00:03:46.760>very

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<00:03:47.030>engineering <00:03:47.031>teams. <00:03:47.033>And <00:03:47.034>it <00:03:47.036>was <00:03:47.037>a <00:03:47.039>very

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<00:03:47.040>engineering <00:03:47.156>teams. <00:03:47.273>And <00:03:47.390>it <00:03:47.506>was <00:03:47.623>a <00:03:47.739>very <00:03:47.856>simple <00:03:47.973>study. <00:03:48.090>You <00:03:48.206>had <00:03:48.323>about <00:03:48.440>700

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<00:03:48.829>simple <00:03:48.831>study. <00:03:48.833>You <00:03:48.835>had <00:03:48.837>about <00:03:48.839>700

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<00:03:48.840>simple <00:03:48.980>study. <00:03:49.120>You <00:03:49.260>had <00:03:49.400>about <00:03:49.540>700 <00:03:49.680>engineers <00:03:49.820>across <00:03:49.960>about <00:03:50.100>100 <00:03:50.240>different

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<00:03:51.228>engineers <00:03:51.231>across <00:03:51.233>about <00:03:51.235>100 <00:03:51.238>different

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<00:03:51.239>engineers <00:03:51.379>across <00:03:51.519>about <00:03:51.659>100 <00:03:51.799>different <00:03:51.939>companies. <00:03:52.079>So <00:03:52.219>you <00:03:52.359>had <00:03:52.499>multiple <00:03:52.639>engineers

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<00:03:53.150>companies. <00:03:53.151>So <00:03:53.153>you <00:03:53.155>had <00:03:53.157>multiple <00:03:53.159>engineers

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<00:03:53.160>companies. <00:03:53.359>So <00:03:53.560>you <00:03:53.760>had <00:03:53.960>multiple <00:03:54.160>engineers <00:03:54.359>working <00:03:54.560>within

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<00:03:54.750>working <00:03:54.759>within

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<00:03:54.760>working <00:03:54.935>within <00:03:55.109>the <00:03:55.285>same <00:03:55.459>company <00:03:55.635>on <00:03:55.810>this <00:03:55.984>research <00:03:56.160>study,

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<00:03:56.430>the <00:03:56.431>same <00:03:56.433>company <00:03:56.434>on <00:03:56.436>this <00:03:56.437>research <00:03:56.439>study,

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<00:03:56.440>the <00:03:56.556>same <00:03:56.673>company <00:03:56.790>on <00:03:56.906>this <00:03:57.023>research <00:03:57.140>study, <00:03:57.256>but <00:03:57.373>but <00:03:57.490>nobody <00:03:57.606>was <00:03:57.723>working <00:03:57.840>together.

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<00:03:58.190>but <00:03:58.191>but <00:03:58.193>nobody <00:03:58.195>was <00:03:58.197>working <00:03:58.198>together.

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<00:03:58.200>but <00:03:58.316>but <00:03:58.433>nobody <00:03:58.549>was <00:03:58.666>working <00:03:58.783>together. <00:03:58.899>This <00:03:59.016>was <00:03:59.133>all <00:03:59.250>an <00:03:59.366>individual <00:03:59.483>study. <00:03:59.600>And

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<00:04:00.070>This <00:04:00.071>was <00:04:00.073>all <00:04:00.074>an <00:04:00.076>individual <00:04:00.077>study. <00:04:00.079>And

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<00:04:00.080>This <00:04:00.187>was <00:04:00.295>all <00:04:00.403>an <00:04:00.510>individual <00:04:00.618>study. <00:04:00.726>And <00:04:00.833>they <00:04:00.941>were <00:04:01.049>asked <00:04:01.156>to <00:04:01.264>complete <00:04:01.372>a <00:04:01.480>business

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<00:04:01.790>they <00:04:01.791>were <00:04:01.793>asked <00:04:01.794>to <00:04:01.796>complete <00:04:01.797>a <00:04:01.799>business

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<00:04:01.800>they <00:04:01.900>were <00:04:02.000>asked <00:04:02.100>to <00:04:02.200>complete <00:04:02.300>a <00:04:02.400>business <00:04:02.500>task <00:04:02.600>using <00:04:02.700>code <00:04:02.800>and <00:04:02.900>keep <00:04:03.000>track <00:04:03.100>of <00:04:03.200>how

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<00:04:04.550>task <00:04:04.551>using <00:04:04.552>code <00:04:04.553>and <00:04:04.555>keep <00:04:04.556>track <00:04:04.557>of <00:04:04.559>how

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<00:04:04.560>task <00:04:04.653>using <00:04:04.746>code <00:04:04.840>and <00:04:04.933>keep <00:04:05.026>track <00:04:05.120>of <00:04:05.213>how <00:04:05.306>long <00:04:05.400>it <00:04:05.493>took <00:04:05.586>to <00:04:05.680>complete <00:04:05.773>the <00:04:05.866>code <00:04:05.960>and

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<00:04:06.230>long <00:04:06.231>it <00:04:06.232>took <00:04:06.233>to <00:04:06.235>complete <00:04:06.236>the <00:04:06.237>code <00:04:06.239>and

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<00:04:06.240>long <00:04:06.340>it <00:04:06.440>took <00:04:06.540>to <00:04:06.640>complete <00:04:06.740>the <00:04:06.840>code <00:04:06.940>and <00:04:07.040>and <00:04:07.140>how <00:04:07.240>many <00:04:07.340>defects <00:04:07.440>were <00:04:07.540>involved <00:04:07.640>when

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<00:04:08.550>and <00:04:08.551>how <00:04:08.553>many <00:04:08.554>defects <00:04:08.556>were <00:04:08.557>involved <00:04:08.559>when

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<00:04:08.560>and <00:04:08.687>how <00:04:08.814>many <00:04:08.941>defects <00:04:09.069>were <00:04:09.196>involved <00:04:09.323>when <00:04:09.450>when <00:04:09.578>the <00:04:09.705>code <00:04:09.832>is <00:04:09.960>finished.

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<00:04:10.470>when <00:04:10.472>the <00:04:10.474>code <00:04:10.476>is <00:04:10.478>finished.

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<00:04:10.480>when <00:04:10.635>the <00:04:10.791>code <00:04:10.946>is <00:04:11.102>finished. <00:04:11.257>So, <00:04:11.413>700 <00:04:11.568>engineers, <00:04:11.724>100 <00:04:11.880>organizations.

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<00:04:13.430>So, <00:04:13.432>700 <00:04:13.434>engineers, <00:04:13.436>100 <00:04:13.439>organizations.

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<00:04:13.440>So, <00:04:13.556>700 <00:04:13.673>engineers, <00:04:13.790>100 <00:04:13.906>organizations. <00:04:14.023>And <00:04:14.140>I <00:04:14.256>think <00:04:14.373>there's <00:04:14.490>a <00:04:14.606>lot <00:04:14.723>of <00:04:14.840>interesting

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<00:04:15.350>And <00:04:15.351>I <00:04:15.352>think <00:04:15.353>there's <00:04:15.355>a <00:04:15.356>lot <00:04:15.357>of <00:04:15.359>interesting

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<00:04:15.360>And <00:04:15.460>I <00:04:15.560>think <00:04:15.660>there's <00:04:15.760>a <00:04:15.860>lot <00:04:15.960>of <00:04:16.060>interesting <00:04:16.160>data <00:04:16.260>that <00:04:16.360>came <00:04:16.460>out <00:04:16.560>of <00:04:16.660>this <00:04:16.760>study.

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<00:04:17.430>data <00:04:17.431>that <00:04:17.433>came <00:04:17.434>out <00:04:17.435>of <00:04:17.437>this <00:04:17.439>study.

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<00:04:17.440>data <00:04:17.529>that <00:04:17.618>came <00:04:17.707>out <00:04:17.797>of <00:04:17.886>this <00:04:17.975>study. <00:04:18.064>But <00:04:18.154>one <00:04:18.243>of <00:04:18.332>the <00:04:18.421>most <00:04:18.510>compelling

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<00:04:18.630>But <00:04:18.631>one <00:04:18.633>of <00:04:18.635>the <00:04:18.637>most <00:04:18.639>compelling

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<00:04:18.640>But <00:04:18.815>one <00:04:18.990>of <00:04:19.164>the <00:04:19.339>most <00:04:19.515>compelling <00:04:19.690>statistics <00:04:19.865>is <00:04:20.039>this.

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<00:04:20.589>statistics <00:04:20.594>is <00:04:20.599>this.

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<00:04:20.600>statistics <00:04:20.775>is <00:04:20.950>this. <00:04:21.125>Within <00:04:21.300>a <00:04:21.475>single <00:04:21.650>organization, <00:04:21.825>there <00:04:22.000>was

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<00:04:23.070>Within <00:04:23.071>a <00:04:23.073>single <00:04:23.075>organization, <00:04:23.077>there <00:04:23.079>was

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<00:04:23.080>Within <00:04:23.207>a <00:04:23.334>single <00:04:23.461>organization, <00:04:23.589>there <00:04:23.716>was <00:04:23.843>only <00:04:23.970>a <00:04:24.098>21% <00:04:24.225>difference <00:04:24.352>in <00:04:24.479>productivity

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<00:04:25.909>only <00:04:25.910>a <00:04:25.912>21% <00:04:25.914>difference <00:04:25.916>in <00:04:25.918>productivity

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<00:04:25.919>only <00:04:26.029>a <00:04:26.140>21% <00:04:26.250>difference <00:04:26.361>in <00:04:26.471>productivity <00:04:26.582>between <00:04:26.692>the <00:04:26.803>top <00:04:26.913>performers <00:04:27.024>in <00:04:27.134>the

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<00:04:27.270>between <00:04:27.271>the <00:04:27.273>top <00:04:27.275>performers <00:04:27.277>in <00:04:27.279>the

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<00:04:27.280>between <00:04:27.419>the <00:04:27.559>top <00:04:27.700>performers <00:04:27.840>in <00:04:27.979>the <00:04:28.119>organization <00:04:28.260>and <00:04:28.400>the <00:04:28.539>bottom <00:04:28.679>performers

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<00:04:29.270>organization <00:04:29.272>and <00:04:29.274>the <00:04:29.276>bottom <00:04:29.279>performers

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<00:04:29.280>organization <00:04:29.431>and <00:04:29.582>the <00:04:29.733>bottom <00:04:29.884>performers <00:04:30.035>in <00:04:30.186>the <00:04:30.337>organization. <00:04:30.488>However, <00:04:30.639>across

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<00:04:30.790>in <00:04:30.792>the <00:04:30.794>organization. <00:04:30.796>However, <00:04:30.799>across

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<00:04:30.800>in <00:04:30.940>the <00:04:31.080>organization. <00:04:31.220>However, <00:04:31.360>across <00:04:31.500>multiple <00:04:31.640>organizations, <00:04:31.780>there <00:04:31.920>was <00:04:32.060>an <00:04:32.200>11x

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<00:04:34.150>multiple <00:04:34.151>organizations, <00:04:34.153>there <00:04:34.155>was <00:04:34.157>an <00:04:34.159>11x

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<00:04:34.159>multiple <00:04:34.295>organizations, <00:04:34.431>there <00:04:34.567>was <00:04:34.703>an <00:04:34.839>11x <00:04:34.975>difference <00:04:35.111>in <00:04:35.247>productivity. <00:04:35.383>In <00:04:35.519>other

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<00:04:35.670>difference <00:04:35.672>in <00:04:35.674>productivity. <00:04:35.676>In <00:04:35.679>other

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<00:04:35.680>difference <00:04:35.820>in <00:04:35.960>productivity. <00:04:36.100>In <00:04:36.240>other <00:04:36.380>words, <00:04:36.520>you <00:04:36.660>had <00:04:36.800>some <00:04:36.940>organizations <00:04:37.080>that

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<00:04:37.470>words, <00:04:37.471>you <00:04:37.473>had <00:04:37.475>some <00:04:37.477>organizations <00:04:37.479>that

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<00:04:37.480>words, <00:04:37.596>you <00:04:37.713>had <00:04:37.830>some <00:04:37.946>organizations <00:04:38.063>that <00:04:38.180>were <00:04:38.296>11 <00:04:38.413>times <00:04:38.530>as <00:04:38.646>productive <00:04:38.763>as <00:04:38.880>the

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<00:04:39.270>were <00:04:39.271>11 <00:04:39.272>times <00:04:39.274>as <00:04:39.275>productive <00:04:39.277>as <00:04:39.279>the

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<00:04:39.280>were <00:04:39.407>11 <00:04:39.534>times <00:04:39.661>as <00:04:39.789>productive <00:04:39.916>as <00:04:40.043>the <00:04:40.170>bottom <00:04:40.298>performing <00:04:40.425>organizations <00:04:40.552>in <00:04:40.679>this

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<00:04:40.990>bottom <00:04:40.992>performing <00:04:40.994>organizations <00:04:40.996>in <00:04:40.999>this

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<00:04:41.000>bottom <00:04:41.155>performing <00:04:41.311>organizations <00:04:41.466>in <00:04:41.622>this <00:04:41.777>study. <00:04:41.933>Which <00:04:42.088>then <00:04:42.244>you <00:04:42.400>cross-reference

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<00:04:42.670>study. <00:04:42.672>Which <00:04:42.674>then <00:04:42.676>you <00:04:42.679>cross-reference

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<00:04:42.680>study. <00:04:42.819>Which <00:04:42.959>then <00:04:43.098>you <00:04:43.238>cross-reference <00:04:43.377>this <00:04:43.517>to <00:04:43.656>this <00:04:43.796>21% <00:04:43.935>difference, <00:04:44.075>this

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<00:04:44.230>this <00:04:44.231>to <00:04:44.233>this <00:04:44.235>21% <00:04:44.237>difference, <00:04:44.239>this

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<00:04:44.240>this <00:04:44.395>to <00:04:44.551>this <00:04:44.706>21% <00:04:44.862>difference, <00:04:45.017>this <00:04:45.173>becomes <00:04:45.328>relatively <00:04:45.484>insignificant <00:04:45.640>across

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<00:04:46.830>becomes <00:04:46.832>relatively <00:04:46.836>insignificant <00:04:46.839>across

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<00:04:46.840>becomes <00:04:46.954>relatively <00:04:47.068>insignificant <00:04:47.182>across <00:04:47.297>this <00:04:47.411>order <00:04:47.525>of <00:04:47.640>magnitude <00:04:47.754>that <00:04:47.868>you <00:04:47.983>see

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<00:04:48.110>this <00:04:48.111>order <00:04:48.113>of <00:04:48.114>magnitude <00:04:48.116>that <00:04:48.117>you <00:04:48.119>see

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<00:04:48.120>this <00:04:48.295>order <00:04:48.470>of <00:04:48.645>magnitude <00:04:48.820>that <00:04:48.995>you <00:04:49.170>see <00:04:49.345>across <00:04:49.520>organizations.

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<00:04:50.390>across <00:04:50.399>organizations.

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<00:04:50.400>across <00:04:50.539>organizations. <00:04:50.679>So, <00:04:50.820>you <00:04:50.960>know, <00:04:51.099>out <00:04:51.239>of <00:04:51.380>this <00:04:51.520>study <00:04:51.659>we <00:04:51.799>saw

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<00:04:52.390>So, <00:04:52.391>you <00:04:52.392>know, <00:04:52.393>out <00:04:52.394>of <00:04:52.395>this <00:04:52.396>study <00:04:52.397>we <00:04:52.399>saw

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<00:04:52.400>So, <00:04:52.539>you <00:04:52.679>know, <00:04:52.820>out <00:04:52.960>of <00:04:53.099>this <00:04:53.239>study <00:04:53.380>we <00:04:53.520>saw <00:04:53.659>that <00:04:53.799>um

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<00:04:54.230>that <00:04:54.239>um

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<00:04:54.240>that <00:04:54.395>um <00:04:54.551>my <00:04:54.706>clicker <00:04:54.862>is <00:04:55.017>a <00:04:55.173>little <00:04:55.328>weird. <00:04:55.484>Some <00:04:55.640>you

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<00:04:56.110>my <00:04:56.111>clicker <00:04:56.112>is <00:04:56.113>a <00:04:56.115>little <00:04:56.116>weird. <00:04:56.117>Some <00:04:56.119>you

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<00:04:56.120>my <00:04:56.213>clicker <00:04:56.306>is <00:04:56.400>a <00:04:56.493>little <00:04:56.587>weird. <00:04:56.680>Some <00:04:56.774>you <00:04:56.867>know, <00:04:56.961>high <00:04:57.054>performers <00:04:57.148>were <00:04:57.241>clustering <00:04:57.335>in

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<00:04:57.470>know, <00:04:57.471>high <00:04:57.473>performers <00:04:57.475>were <00:04:57.477>clustering <00:04:57.479>in

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<00:04:57.480>know, <00:04:57.608>high <00:04:57.737>performers <00:04:57.865>were <00:04:57.994>clustering <00:04:58.123>in <00:04:58.251>some <00:04:58.380>organizations <00:04:58.508>while <00:04:58.637>the <00:04:58.766>worst

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<00:04:58.909>some <00:04:58.911>organizations <00:04:58.913>while <00:04:58.915>the <00:04:58.918>worst

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<00:04:58.919>some <00:04:59.046>organizations <00:04:59.173>while <00:04:59.300>the <00:04:59.427>worst <00:04:59.554>performers <00:04:59.681>were <00:04:59.808>clustering <00:04:59.935>in <00:05:00.062>others.

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<00:05:00.190>performers <00:05:00.192>were <00:05:00.194>clustering <00:05:00.196>in <00:05:00.199>others.

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<00:05:00.200>performers <00:05:00.327>were <00:05:00.454>clustering <00:05:00.581>in <00:05:00.709>others. <00:05:00.836>And <00:05:00.963>some <00:05:01.090>companies <00:05:01.218>were <00:05:01.345>doing <00:05:01.472>a <00:05:01.599>lot

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<00:05:02.430>And <00:05:02.431>some <00:05:02.433>companies <00:05:02.434>were <00:05:02.436>doing <00:05:02.437>a <00:05:02.439>lot

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<00:05:02.440>And <00:05:02.556>some <00:05:02.673>companies <00:05:02.790>were <00:05:02.906>doing <00:05:03.023>a <00:05:03.140>lot <00:05:03.256>worse <00:05:03.373>than <00:05:03.490>others. <00:05:03.606>And <00:05:03.723>something <00:05:03.840>about

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<00:05:04.230>worse <00:05:04.231>than <00:05:04.233>others. <00:05:04.235>And <00:05:04.237>something <00:05:04.239>about

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<00:05:04.240>worse <00:05:04.361>than <00:05:04.483>others. <00:05:04.604>And <00:05:04.726>something <00:05:04.847>about <00:05:04.969>their <00:05:05.090>environment <00:05:05.212>and <00:05:05.333>their <00:05:05.455>corporate

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<00:05:05.590>their <00:05:05.592>environment <00:05:05.594>and <00:05:05.596>their <00:05:05.599>corporate

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<00:05:05.600>their <00:05:05.727>environment <00:05:05.854>and <00:05:05.981>their <00:05:06.109>corporate <00:05:06.236>culture <00:05:06.363>was <00:05:06.490>failing <00:05:06.618>to <00:05:06.745>attract <00:05:06.872>and <00:05:07.000>keep

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<00:05:07.310>culture <00:05:07.311>was <00:05:07.313>failing <00:05:07.314>to <00:05:07.316>attract <00:05:07.317>and <00:05:07.319>keep

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<00:05:07.320>culture <00:05:07.402>was <00:05:07.484>failing <00:05:07.567>to <00:05:07.649>attract <00:05:07.731>and <00:05:07.814>keep <00:05:07.896>good <00:05:07.979>people <00:05:08.061>or <00:05:08.143>I <00:05:08.226>think <00:05:08.308>even <00:05:08.390>more

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<00:05:08.510>good <00:05:08.511>people <00:05:08.513>or <00:05:08.514>I <00:05:08.515>think <00:05:08.517>even <00:05:08.519>more

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<00:05:08.520>good <00:05:08.647>people <00:05:08.774>or <00:05:08.901>I <00:05:09.029>think <00:05:09.156>even <00:05:09.283>more <00:05:09.410>significantly, <00:05:09.538>making <00:05:09.665>it <00:05:09.792>impossible <00:05:09.919>for

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<00:05:11.350>significantly, <00:05:11.352>making <00:05:11.354>it <00:05:11.356>impossible <00:05:11.359>for

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<00:05:11.360>significantly, <00:05:11.500>making <00:05:11.640>it <00:05:11.780>impossible <00:05:11.920>for <00:05:12.060>even <00:05:12.200>good <00:05:12.340>people <00:05:12.480>to <00:05:12.620>work <00:05:12.760>effectively.

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<00:05:13.790>even <00:05:13.791>good <00:05:13.793>people <00:05:13.795>to <00:05:13.797>work <00:05:13.799>effectively.

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<00:05:13.800>even <00:05:13.898>good <00:05:13.996>people <00:05:14.094>to <00:05:14.193>work <00:05:14.291>effectively. <00:05:14.389>Right? <00:05:14.487>I <00:05:14.586>think <00:05:14.684>that's <00:05:14.782>that's <00:05:14.880>the <00:05:14.979>essence

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<00:05:15.110>Right? <00:05:15.111>I <00:05:15.113>think <00:05:15.114>that's <00:05:15.116>that's <00:05:15.117>the <00:05:15.119>essence

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<00:05:15.120>Right? <00:05:15.213>I <00:05:15.306>think <00:05:15.400>that's <00:05:15.493>that's <00:05:15.586>the <00:05:15.680>essence <00:05:15.773>of <00:05:15.866>this. <00:05:15.960>And <00:05:16.053>when <00:05:16.146>we <00:05:16.240>look <00:05:16.333>at <00:05:16.426>this <00:05:16.520>data,

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<00:05:16.750>of <00:05:16.751>this. <00:05:16.752>And <00:05:16.753>when <00:05:16.754>we <00:05:16.755>look <00:05:16.756>at <00:05:16.757>this <00:05:16.759>data,

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<00:05:16.760>of <00:05:16.828>this. <00:05:16.897>And <00:05:16.966>when <00:05:17.035>we <00:05:17.103>look <00:05:17.172>at <00:05:17.241>this <00:05:17.310>data, <00:05:17.379>this <00:05:17.447>is <00:05:17.516>where <00:05:17.585>things <00:05:17.654>start <00:05:17.723>getting

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<00:05:17.830>this <00:05:17.831>is <00:05:17.833>where <00:05:17.835>things <00:05:17.837>start <00:05:17.839>getting

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<00:05:17.840>this <00:05:17.967>is <00:05:18.094>where <00:05:18.221>things <00:05:18.349>start <00:05:18.476>getting <00:05:18.603>really <00:05:18.730>really <00:05:18.858>interesting. <00:05:18.985>So, <00:05:19.112>these <00:05:19.239>are

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<00:05:20.390>really <00:05:20.391>really <00:05:20.393>interesting. <00:05:20.395>So, <00:05:20.397>these <00:05:20.399>are

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<00:05:20.400>really <00:05:20.516>really <00:05:20.633>interesting. <00:05:20.750>So, <00:05:20.866>these <00:05:20.983>are <00:05:21.099>the <00:05:21.216>top <00:05:21.333>performers <00:05:21.450>in <00:05:21.566>this <00:05:21.683>study. <00:05:21.799>This

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<00:05:22.070>the <00:05:22.071>top <00:05:22.073>performers <00:05:22.074>in <00:05:22.075>this <00:05:22.077>study. <00:05:22.079>This

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<00:05:22.080>the <00:05:22.176>top <00:05:22.272>performers <00:05:22.368>in <00:05:22.464>this <00:05:22.561>study. <00:05:22.657>This <00:05:22.753>middle <00:05:22.849>column <00:05:22.946>here <00:05:23.042>is <00:05:23.138>how <00:05:23.234>the <00:05:23.331>top

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<00:05:23.470>middle <00:05:23.471>column <00:05:23.473>here <00:05:23.474>is <00:05:23.476>how <00:05:23.477>the <00:05:23.479>top

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<00:05:23.480>middle <00:05:23.620>column <00:05:23.760>here <00:05:23.900>is <00:05:24.040>how <00:05:24.180>the <00:05:24.320>top <00:05:24.460>performers <00:05:24.600>answered <00:05:24.740>these <00:05:24.880>environmental

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<00:05:25.470>performers <00:05:25.473>answered <00:05:25.476>these <00:05:25.479>environmental

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<00:05:25.480>performers <00:05:25.627>answered <00:05:25.774>these <00:05:25.921>environmental <00:05:26.068>or <00:05:26.215>qualitative <00:05:26.362>questions <00:05:26.509>that <00:05:26.656>you <00:05:26.803>see

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<00:05:26.950>or <00:05:26.951>qualitative <00:05:26.953>questions <00:05:26.955>that <00:05:26.957>you <00:05:26.959>see

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<00:05:26.960>or <00:05:27.076>qualitative <00:05:27.193>questions <00:05:27.310>that <00:05:27.426>you <00:05:27.543>see <00:05:27.659>here <00:05:27.776>on <00:05:27.893>the <00:05:28.010>left. <00:05:28.126>Bottom <00:05:28.243>performers <00:05:28.359>in

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<00:05:28.750>here <00:05:28.751>on <00:05:28.753>the <00:05:28.754>left. <00:05:28.756>Bottom <00:05:28.757>performers <00:05:28.759>in

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<00:05:28.760>here <00:05:28.852>on <00:05:28.944>the <00:05:29.036>left. <00:05:29.129>Bottom <00:05:29.221>performers <00:05:29.313>in <00:05:29.405>the <00:05:29.498>study <00:05:29.590>here. <00:05:29.682>How <00:05:29.774>much <00:05:29.867>dedicated

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<00:05:29.990>the <00:05:29.991>study <00:05:29.993>here. <00:05:29.995>How <00:05:29.997>much <00:05:29.999>dedicated

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<00:05:30.000>the <00:05:30.116>study <00:05:30.233>here. <00:05:30.350>How <00:05:30.466>much <00:05:30.583>dedicated <00:05:30.700>workspace <00:05:30.816>do <00:05:30.933>you <00:05:31.050>have? <00:05:31.166>Almost <00:05:31.283>twice <00:05:31.400>as

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<00:05:31.590>workspace <00:05:31.591>do <00:05:31.592>you <00:05:31.594>have? <00:05:31.596>Almost <00:05:31.597>twice <00:05:31.599>as

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<00:05:31.600>workspace <00:05:31.707>do <00:05:31.815>you <00:05:31.923>have? <00:05:32.030>Almost <00:05:32.138>twice <00:05:32.246>as <00:05:32.353>much <00:05:32.461>than <00:05:32.569>the <00:05:32.676>top <00:05:32.784>performers <00:05:32.892>in <00:05:33.000>this

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<00:05:33.390>much <00:05:33.391>than <00:05:33.393>the <00:05:33.394>top <00:05:33.395>performers <00:05:33.397>in <00:05:33.399>this

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<00:05:33.400>much <00:05:33.516>than <00:05:33.633>the <00:05:33.750>top <00:05:33.866>performers <00:05:33.983>in <00:05:34.099>this <00:05:34.216>study. <00:05:34.333>Is <00:05:34.450>it <00:05:34.566>acceptably <00:05:34.683>quiet? <00:05:34.799>Nearly

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<00:05:35.750>study. <00:05:35.751>Is <00:05:35.753>it <00:05:35.755>acceptably <00:05:35.757>quiet? <00:05:35.759>Nearly

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<00:05:35.760>study. <00:05:35.852>Is <00:05:35.944>it <00:05:36.036>acceptably <00:05:36.129>quiet? <00:05:36.221>Nearly <00:05:36.313>twice <00:05:36.405>as <00:05:36.498>many <00:05:36.590>people <00:05:36.682>in <00:05:36.774>the <00:05:36.867>top

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<00:05:36.990>twice <00:05:36.991>as <00:05:36.993>many <00:05:36.994>people <00:05:36.996>in <00:05:36.997>the <00:05:36.999>top

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<00:05:37.000>twice <00:05:37.100>as <00:05:37.200>many <00:05:37.300>people <00:05:37.400>in <00:05:37.500>the <00:05:37.600>top <00:05:37.700>performers <00:05:37.800>in <00:05:37.900>this <00:05:38.000>study <00:05:38.100>said <00:05:38.200>yes. <00:05:38.300>Is <00:05:38.400>it

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<00:05:38.990>performers <00:05:38.991>in <00:05:38.992>this <00:05:38.993>study <00:05:38.995>said <00:05:38.996>yes. <00:05:38.997>Is <00:05:38.999>it

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<00:05:39.000>performers <00:05:39.116>in <00:05:39.233>this <00:05:39.350>study <00:05:39.466>said <00:05:39.583>yes. <00:05:39.700>Is <00:05:39.816>it <00:05:39.933>acceptably <00:05:40.050>private? <00:05:40.166>More <00:05:40.283>than <00:05:40.400>three

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<00:05:40.710>acceptably <00:05:40.712>private? <00:05:40.714>More <00:05:40.716>than <00:05:40.719>three

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<00:05:40.720>acceptably <00:05:40.836>private? <00:05:40.953>More <00:05:41.070>than <00:05:41.186>three <00:05:41.303>times <00:05:41.420>as <00:05:41.536>many <00:05:41.653>people <00:05:41.770>said <00:05:41.886>yes. <00:05:42.003>Can <00:05:42.120>you

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<00:05:42.870>times <00:05:42.871>as <00:05:42.872>many <00:05:42.873>people <00:05:42.875>said <00:05:42.876>yes. <00:05:42.877>Can <00:05:42.879>you

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<00:05:42.880>times <00:05:42.973>as <00:05:43.066>many <00:05:43.159>people <00:05:43.253>said <00:05:43.346>yes. <00:05:43.440>Can <00:05:43.533>you <00:05:43.626>silence <00:05:43.719>your <00:05:43.813>phone? <00:05:43.906>Now, <00:05:44.000>this <00:05:44.093>was <00:05:44.186>in <00:05:44.280>the

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<00:05:44.750>silence <00:05:44.751>your <00:05:44.752>phone? <00:05:44.753>Now, <00:05:44.755>this <00:05:44.756>was <00:05:44.757>in <00:05:44.759>the

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<00:05:44.760>silence <00:05:44.867>your <00:05:44.975>phone? <00:05:45.083>Now, <00:05:45.190>this <00:05:45.298>was <00:05:45.406>in <00:05:45.513>the <00:05:45.621>days <00:05:45.729>of <00:05:45.836>those <00:05:45.944>chunky <00:05:46.052>conference <00:05:46.159>phones

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<00:05:46.630>days <00:05:46.631>of <00:05:46.633>those <00:05:46.635>chunky <00:05:46.637>conference <00:05:46.639>phones

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<00:05:46.640>days <00:05:46.727>of <00:05:46.815>those <00:05:46.903>chunky <00:05:46.991>conference <00:05:47.079>phones <00:05:47.167>that <00:05:47.255>some <00:05:47.343>of <00:05:47.431>us <00:05:47.519>might <00:05:47.607>remember, <00:05:47.695>but <00:05:47.782>this

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<00:05:47.909>that <00:05:47.911>some <00:05:47.912>of <00:05:47.913>us <00:05:47.915>might <00:05:47.916>remember, <00:05:47.917>but <00:05:47.919>this

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<00:05:47.920>that <00:05:48.013>some <00:05:48.106>of <00:05:48.200>us <00:05:48.293>might <00:05:48.386>remember, <00:05:48.480>but <00:05:48.573>this <00:05:48.666>is <00:05:48.760>the <00:05:48.853>same <00:05:48.946>thing <00:05:49.040>as <00:05:49.133>Slack, <00:05:49.226>Teams, <00:05:49.320>any

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<00:05:50.350>is <00:05:50.351>the <00:05:50.352>same <00:05:50.353>thing <00:05:50.355>as <00:05:50.356>Slack, <00:05:50.357>Teams, <00:05:50.359>any

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<00:05:50.360>is <00:05:50.460>the <00:05:50.560>same <00:05:50.660>thing <00:05:50.760>as <00:05:50.860>Slack, <00:05:50.960>Teams, <00:05:51.060>any <00:05:51.160>source <00:05:51.260>of <00:05:51.360>interrupt <00:05:51.460>that <00:05:51.560>can <00:05:51.660>pull <00:05:51.760>or

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<00:05:52.070>source <00:05:52.071>of <00:05:52.073>interrupt <00:05:52.074>that <00:05:52.075>can <00:05:52.077>pull <00:05:52.079>or

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<00:05:52.080>source <00:05:52.187>of <00:05:52.295>interrupt <00:05:52.403>that <00:05:52.510>can <00:05:52.618>pull <00:05:52.726>or <00:05:52.833>force <00:05:52.941>a <00:05:53.049>developer <00:05:53.156>into <00:05:53.264>a <00:05:53.372>context <00:05:53.479>switch.

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<00:05:54.350>force <00:05:54.351>a <00:05:54.353>developer <00:05:54.354>into <00:05:54.356>a <00:05:54.357>context <00:05:54.359>switch.

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<00:05:54.360>force <00:05:54.460>a <00:05:54.560>developer <00:05:54.660>into <00:05:54.760>a <00:05:54.860>context <00:05:54.960>switch. <00:05:55.060>Five <00:05:55.160>times <00:05:55.260>as <00:05:55.360>many <00:05:55.460>people <00:05:55.560>in <00:05:55.660>the <00:05:55.760>top

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<00:05:56.310>Five <00:05:56.311>times <00:05:56.312>as <00:05:56.313>many <00:05:56.315>people <00:05:56.316>in <00:05:56.317>the <00:05:56.319>top

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<00:05:56.320>Five <00:05:56.410>times <00:05:56.501>as <00:05:56.592>many <00:05:56.682>people <00:05:56.773>in <00:05:56.864>the <00:05:56.954>top <00:05:57.045>performers <00:05:57.136>in <00:05:57.226>this <00:05:57.317>study <00:05:57.408>said, <00:05:57.499>"Yes,

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<00:05:57.630>performers <00:05:57.631>in <00:05:57.633>this <00:05:57.635>study <00:05:57.637>said, <00:05:57.639>"Yes,

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<00:05:57.640>performers <00:05:57.756>in <00:05:57.873>this <00:05:57.990>study <00:05:58.106>said, <00:05:58.223>"Yes, <00:05:58.340>they <00:05:58.456>could." <00:05:58.573>Uh <00:05:58.690>can <00:05:58.806>you <00:05:58.923>divert <00:05:59.039>your

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<00:05:59.350>they <00:05:59.351>could." <00:05:59.353>Uh <00:05:59.354>can <00:05:59.356>you <00:05:59.357>divert <00:05:59.359>your

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<00:05:59.360>they <00:05:59.476>could." <00:05:59.593>Uh <00:05:59.710>can <00:05:59.826>you <00:05:59.943>divert <00:06:00.060>your <00:06:00.176>calls? <00:06:00.293>Similar <00:06:00.410>stuff, <00:06:00.526>nearly <00:06:00.643>four <00:06:00.760>times

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<00:06:01.150>calls? <00:06:01.151>Similar <00:06:01.153>stuff, <00:06:01.155>nearly <00:06:01.157>four <00:06:01.159>times

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<00:06:01.160>calls? <00:06:01.300>Similar <00:06:01.440>stuff, <00:06:01.580>nearly <00:06:01.720>four <00:06:01.860>times <00:06:02.000>as <00:06:02.140>many <00:06:02.280>people <00:06:02.420>said, <00:06:02.560>yes.

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<00:06:02.750>as <00:06:02.752>many <00:06:02.754>people <00:06:02.756>said, <00:06:02.759>yes.

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<00:06:02.760>as <00:06:02.915>many <00:06:03.071>people <00:06:03.226>said, <00:06:03.382>yes. <00:06:03.537>Do <00:06:03.693>people <00:06:03.848>often <00:06:04.004>interrupt <00:06:04.159>you

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<00:06:05.230>Do <00:06:05.232>people <00:06:05.234>often <00:06:05.236>interrupt <00:06:05.239>you

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<00:06:05.240>Do <00:06:05.367>people <00:06:05.494>often <00:06:05.621>interrupt <00:06:05.749>you <00:06:05.876>needlessly? <00:06:06.003>I <00:06:06.130>see <00:06:06.258>twice <00:06:06.385>as <00:06:06.512>many <00:06:06.640>people

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<00:06:07.510>needlessly? <00:06:07.511>I <00:06:07.513>see <00:06:07.514>twice <00:06:07.515>as <00:06:07.517>many <00:06:07.519>people

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<00:06:07.520>needlessly? <00:06:07.647>I <00:06:07.774>see <00:06:07.901>twice <00:06:08.029>as <00:06:08.156>many <00:06:08.283>people <00:06:08.410>in <00:06:08.538>the <00:06:08.665>bottom-performing <00:06:08.792>quartile <00:06:08.919>of

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<00:06:09.190>in <00:06:09.192>the <00:06:09.194>bottom-performing <00:06:09.196>quartile <00:06:09.199>of

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<00:06:09.200>in <00:06:09.327>the <00:06:09.454>bottom-performing <00:06:09.581>quartile <00:06:09.709>of <00:06:09.836>this <00:06:09.963>study <00:06:10.090>said, <00:06:10.218>"Yes, <00:06:10.345>that <00:06:10.472>was <00:06:10.599>true."

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<00:06:11.110>this <00:06:11.111>study <00:06:11.113>said, <00:06:11.114>"Yes, <00:06:11.116>that <00:06:11.117>was <00:06:11.119>true."

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<00:06:11.120>this <00:06:11.216>study <00:06:11.312>said, <00:06:11.408>"Yes, <00:06:11.504>that <00:06:11.601>was <00:06:11.697>true." <00:06:11.793>So, <00:06:11.889>ultimately, <00:06:11.986>when <00:06:12.082>we <00:06:12.178>look <00:06:12.274>at <00:06:12.371>these

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<00:06:12.510>So, <00:06:12.511>ultimately, <00:06:12.513>when <00:06:12.514>we <00:06:12.515>look <00:06:12.517>at <00:06:12.519>these

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<00:06:12.520>So, <00:06:12.647>ultimately, <00:06:12.774>when <00:06:12.901>we <00:06:13.029>look <00:06:13.156>at <00:06:13.283>these <00:06:13.410>factors, <00:06:13.538>these <00:06:13.665>factors <00:06:13.792>that <00:06:13.919>encourage

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<00:06:14.870>factors, <00:06:14.872>these <00:06:14.874>factors <00:06:14.876>that <00:06:14.879>encourage

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<00:06:14.880>factors, <00:06:15.020>these <00:06:15.159>factors <00:06:15.300>that <00:06:15.440>encourage <00:06:15.580>flow <00:06:15.719>state <00:06:15.860>and <00:06:16.000>that <00:06:16.140>minimize <00:06:16.280>context

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<00:06:17.230>flow <00:06:17.231>state <00:06:17.233>and <00:06:17.235>that <00:06:17.237>minimize <00:06:17.239>context

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<00:06:17.240>flow <00:06:17.314>state <00:06:17.388>and <00:06:17.462>that <00:06:17.537>minimize <00:06:17.611>context <00:06:17.685>switching, <00:06:17.759>and <00:06:17.834>we're <00:06:17.908>going <00:06:17.982>to <00:06:18.056>talk <00:06:18.131>about

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<00:06:18.230>switching, <00:06:18.231>and <00:06:18.233>we're <00:06:18.234>going <00:06:18.236>to <00:06:18.237>talk <00:06:18.239>about

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<00:06:18.240>switching, <00:06:18.347>and <00:06:18.455>we're <00:06:18.563>going <00:06:18.670>to <00:06:18.778>talk <00:06:18.886>about <00:06:18.993>the <00:06:19.101>neuroscience <00:06:19.209>of <00:06:19.316>that <00:06:19.424>in <00:06:19.532>a <00:06:19.640>moment,

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<00:06:19.909>the <00:06:19.910>neuroscience <00:06:19.912>of <00:06:19.913>that <00:06:19.914>in <00:06:19.916>a <00:06:19.918>moment,

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<00:06:19.919>the <00:06:20.035>neuroscience <00:06:20.152>of <00:06:20.269>that <00:06:20.385>in <00:06:20.502>a <00:06:20.619>moment, <00:06:20.735>mattered <00:06:20.852>more <00:06:20.969>than <00:06:21.085>things <00:06:21.202>like <00:06:21.318>language,

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<00:06:22.390>mattered <00:06:22.391>more <00:06:22.393>than <00:06:22.395>things <00:06:22.397>like <00:06:22.399>language,

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<00:06:22.400>mattered <00:06:22.514>more <00:06:22.628>than <00:06:22.742>things <00:06:22.857>like <00:06:22.971>language, <00:06:23.085>with <00:06:23.200>the <00:06:23.314>exception <00:06:23.428>of <00:06:23.543>assembly

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<00:06:23.670>with <00:06:23.672>the <00:06:23.674>exception <00:06:23.676>of <00:06:23.679>assembly

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<00:06:23.680>with <00:06:23.835>the <00:06:23.990>exception <00:06:24.145>of <00:06:24.300>assembly <00:06:24.455>programmers. <00:06:24.610>Pretty <00:06:24.765>much <00:06:24.920>everybody <00:06:25.075>who

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<00:06:25.230>programmers. <00:06:25.232>Pretty <00:06:25.234>much <00:06:25.236>everybody <00:06:25.239>who

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<00:06:25.240>programmers. <00:06:25.360>Pretty <00:06:25.480>much <00:06:25.600>everybody <00:06:25.721>who <00:06:25.841>is <00:06:25.961>familiar <00:06:26.081>with <00:06:26.202>their <00:06:26.322>language <00:06:26.442>or <00:06:26.563>we're

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<00:06:26.710>is <00:06:26.711>familiar <00:06:26.712>with <00:06:26.714>their <00:06:26.716>language <00:06:26.717>or <00:06:26.719>we're

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<00:06:26.720>is <00:06:26.836>familiar <00:06:26.953>with <00:06:27.070>their <00:06:27.186>language <00:06:27.303>or <00:06:27.420>we're <00:06:27.536>producing <00:06:27.653>at <00:06:27.770>roughly <00:06:27.886>the <00:06:28.003>same <00:06:28.120>rate.

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<00:06:28.750>producing <00:06:28.751>at <00:06:28.753>roughly <00:06:28.755>the <00:06:28.757>same <00:06:28.759>rate.

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<00:06:28.760>producing <00:06:28.899>at <00:06:29.039>roughly <00:06:29.178>the <00:06:29.318>same <00:06:29.457>rate. <00:06:29.597>Salary, <00:06:29.736>bitter <00:06:29.876>bitter <00:06:30.015>pill <00:06:30.155>here,

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<00:06:30.310>Salary, <00:06:30.312>bitter <00:06:30.314>bitter <00:06:30.316>pill <00:06:30.319>here,

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<00:06:30.320>Salary, <00:06:30.460>bitter <00:06:30.599>bitter <00:06:30.740>pill <00:06:30.880>here, <00:06:31.020>especially <00:06:31.159>for <00:06:31.300>leadership, <00:06:31.440>but <00:06:31.580>the <00:06:31.719>the

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<00:06:31.990>especially <00:06:31.991>for <00:06:31.993>leadership, <00:06:31.995>but <00:06:31.997>the <00:06:31.999>the

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<00:06:32.000>especially <00:06:32.107>for <00:06:32.215>leadership, <00:06:32.323>but <00:06:32.430>the <00:06:32.538>the <00:06:32.646>top <00:06:32.753>uh <00:06:32.861>performers <00:06:32.969>in <00:06:33.076>the <00:06:33.184>study <00:06:33.292>were <00:06:33.400>only

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<00:06:34.350>top <00:06:34.351>uh <00:06:34.352>performers <00:06:34.353>in <00:06:34.355>the <00:06:34.356>study <00:06:34.357>were <00:06:34.359>only

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<00:06:34.360>top <00:06:34.460>uh <00:06:34.560>performers <00:06:34.660>in <00:06:34.760>the <00:06:34.860>study <00:06:34.960>were <00:06:35.060>only <00:06:35.160>making <00:06:35.260>about <00:06:35.360>10% <00:06:35.460>more <00:06:35.560>than <00:06:35.660>the <00:06:35.760>bottom

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<00:06:36.590>making <00:06:36.591>about <00:06:36.593>10% <00:06:36.594>more <00:06:36.596>than <00:06:36.597>the <00:06:36.599>bottom

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<00:06:36.600>making <00:06:36.727>about <00:06:36.854>10% <00:06:36.981>more <00:06:37.109>than <00:06:37.236>the <00:06:37.363>bottom <00:06:37.490>performers <00:06:37.618>in <00:06:37.745>this <00:06:37.872>study. <00:06:38.000>Tenure,

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<00:06:38.350>performers <00:06:38.352>in <00:06:38.354>this <00:06:38.356>study. <00:06:38.359>Tenure,

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<00:06:38.360>performers <00:06:38.487>in <00:06:38.614>this <00:06:38.741>study. <00:06:38.869>Tenure, <00:06:38.996>between <00:06:39.123>2 <00:06:39.250>and <00:06:39.378>10 <00:06:39.505>years <00:06:39.632>of <00:06:39.760>experience,

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<00:06:40.430>between <00:06:40.431>2 <00:06:40.433>and <00:06:40.434>10 <00:06:40.436>years <00:06:40.437>of <00:06:40.439>experience,

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<00:06:40.440>between <00:06:40.539>2 <00:06:40.638>and <00:06:40.737>10 <00:06:40.836>years <00:06:40.935>of <00:06:41.034>experience, <00:06:41.133>roughly <00:06:41.232>the <00:06:41.331>same. <00:06:41.430>It <00:06:41.529>didn't <00:06:41.628>really <00:06:41.727>drop

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<00:06:41.870>roughly <00:06:41.871>the <00:06:41.873>same. <00:06:41.874>It <00:06:41.876>didn't <00:06:41.877>really <00:06:41.879>drop

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<00:06:41.880>roughly <00:06:41.987>the <00:06:42.095>same. <00:06:42.203>It <00:06:42.310>didn't <00:06:42.418>really <00:06:42.526>drop <00:06:42.633>off <00:06:42.741>until <00:06:42.849>about <00:06:42.956>the <00:06:43.064>the <00:06:43.172>6-month <00:06:43.280>period.

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<00:06:44.590>off <00:06:44.591>until <00:06:44.593>about <00:06:44.594>the <00:06:44.596>the <00:06:44.597>6-month <00:06:44.599>period.

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<00:06:44.600>off <00:06:44.665>until <00:06:44.731>about <00:06:44.797>the <00:06:44.863>the <00:06:44.928>6-month <00:06:44.994>period. <00:06:45.060>And <00:06:45.126>if <00:06:45.191>anybody <00:06:45.257>is <00:06:45.323>thinking, <00:06:45.389>"Well, <00:06:45.455>they

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<00:06:45.550>And <00:06:45.551>if <00:06:45.553>anybody <00:06:45.554>is <00:06:45.556>thinking, <00:06:45.557>"Well, <00:06:45.559>they

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<00:06:45.560>And <00:06:45.667>if <00:06:45.775>anybody <00:06:45.883>is <00:06:45.990>thinking, <00:06:46.098>"Well, <00:06:46.206>they <00:06:46.313>just <00:06:46.421>did <00:06:46.529>this <00:06:46.636>thing <00:06:46.744>really <00:06:46.852>quick <00:06:46.960>and

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<00:06:47.190>just <00:06:47.191>did <00:06:47.193>this <00:06:47.194>thing <00:06:47.195>really <00:06:47.197>quick <00:06:47.199>and

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<00:06:47.200>just <00:06:47.307>did <00:06:47.415>this <00:06:47.523>thing <00:06:47.630>really <00:06:47.738>quick <00:06:47.846>and <00:06:47.953>produced <00:06:48.061>like <00:06:48.169>a <00:06:48.276>bunch <00:06:48.384>of <00:06:48.492>garbage <00:06:48.599>code."

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<00:06:49.070>produced <00:06:49.071>like <00:06:49.073>a <00:06:49.074>bunch <00:06:49.075>of <00:06:49.077>garbage <00:06:49.079>code."

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<00:06:49.080>produced <00:06:49.180>like <00:06:49.280>a <00:06:49.380>bunch <00:06:49.479>of <00:06:49.580>garbage <00:06:49.680>code." <00:06:49.780>No, <00:06:49.880>the <00:06:49.979>top <00:06:50.080>performers <00:06:50.180>in <00:06:50.280>this <00:06:50.380>study <00:06:50.479>had

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<00:06:50.750>No, <00:06:50.751>the <00:06:50.752>top <00:06:50.753>performers <00:06:50.755>in <00:06:50.756>this <00:06:50.757>study <00:06:50.759>had

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<00:06:50.760>No, <00:06:50.867>the <00:06:50.975>top <00:06:51.083>performers <00:06:51.190>in <00:06:51.298>this <00:06:51.406>study <00:06:51.513>had <00:06:51.621>like <00:06:51.729>defect <00:06:51.836>defect-less <00:06:51.944>code <00:06:52.052>in <00:06:52.159>what

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<00:06:52.750>like <00:06:52.751>defect <00:06:52.753>defect-less <00:06:52.755>code <00:06:52.757>in <00:06:52.759>what

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<00:06:52.760>like <00:06:52.876>defect <00:06:52.992>defect-less <00:06:53.108>code <00:06:53.225>in <00:06:53.341>what <00:06:53.457>they <00:06:53.573>were <00:06:53.690>writing. <00:06:53.806>So, <00:06:53.922>really, <00:06:54.038>it <00:06:54.155>was

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<00:06:54.310>they <00:06:54.311>were <00:06:54.313>writing. <00:06:54.314>So, <00:06:54.316>really, <00:06:54.317>it <00:06:54.319>was

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<00:06:54.320>they <00:06:54.436>were <00:06:54.553>writing. <00:06:54.670>So, <00:06:54.786>really, <00:06:54.903>it <00:06:55.020>was <00:06:55.136>these <00:06:55.253>factors <00:06:55.370>uh <00:06:55.486>that <00:06:55.603>that <00:06:55.719>encourage

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<00:06:56.590>these <00:06:56.591>factors <00:06:56.593>uh <00:06:56.595>that <00:06:56.597>that <00:06:56.599>encourage

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<00:06:56.600>these <00:06:56.740>factors <00:06:56.880>uh <00:06:57.020>that <00:06:57.160>that <00:06:57.300>encourage <00:06:57.440>flow <00:06:57.580>state, <00:06:57.720>that <00:06:57.860>minimize <00:06:58.000>interruption

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<00:06:58.550>flow <00:06:58.552>state, <00:06:58.554>that <00:06:58.556>minimize <00:06:58.559>interruption

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<00:06:58.560>flow <00:06:58.683>state, <00:06:58.807>that <00:06:58.930>minimize <00:06:59.054>interruption <00:06:59.177>and <00:06:59.301>context <00:06:59.424>switching <00:06:59.548>that <00:06:59.671>came <00:06:59.795>down <00:06:59.919>to

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<00:07:00.070>and <00:07:00.071>context <00:07:00.073>switching <00:07:00.074>that <00:07:00.075>came <00:07:00.077>down <00:07:00.079>to

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<00:07:00.080>and <00:07:00.187>context <00:07:00.295>switching <00:07:00.403>that <00:07:00.510>came <00:07:00.618>down <00:07:00.726>to <00:07:00.833>better <00:07:00.941>productivity. <00:07:01.049>And <00:07:01.156>here <00:07:01.264>we <00:07:01.372>go <00:07:01.479>back

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<00:07:01.909>better <00:07:01.910>productivity. <00:07:01.912>And <00:07:01.913>here <00:07:01.914>we <00:07:01.916>go <00:07:01.918>back

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<00:07:01.919>better <00:07:02.026>productivity. <00:07:02.134>And <00:07:02.242>here <00:07:02.349>we <00:07:02.457>go <00:07:02.565>back <00:07:02.672>to <00:07:02.780>Deming <00:07:02.888>again. <00:07:02.995>If <00:07:03.103>anybody <00:07:03.211>studied <00:07:03.318>him,

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<00:07:04.070>to <00:07:04.071>Deming <00:07:04.073>again. <00:07:04.074>If <00:07:04.075>anybody <00:07:04.077>studied <00:07:04.079>him,

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<00:07:04.080>to <00:07:04.165>Deming <00:07:04.250>again. <00:07:04.335>If <00:07:04.420>anybody <00:07:04.505>studied <00:07:04.590>him, <00:07:04.676>you <00:07:04.761>know <00:07:04.846>that <00:07:04.931>he's <00:07:05.016>also <00:07:05.101>famous <00:07:05.187>for

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<00:07:05.310>you <00:07:05.311>know <00:07:05.313>that <00:07:05.314>he's <00:07:05.316>also <00:07:05.317>famous <00:07:05.319>for

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<00:07:05.320>you <00:07:05.447>know <00:07:05.574>that <00:07:05.701>he's <00:07:05.829>also <00:07:05.956>famous <00:07:06.083>for <00:07:06.210>saying <00:07:06.338>that <00:07:06.465>90 <00:07:06.592>to <00:07:06.719>95%

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<00:07:08.510>saying <00:07:08.512>that <00:07:08.514>90 <00:07:08.516>to <00:07:08.519>95%

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<00:07:08.520>saying <00:07:08.623>that <00:07:08.727>90 <00:07:08.830>to <00:07:08.933>95% <00:07:09.037>of <00:07:09.141>the <00:07:09.244>productivity <00:07:09.348>output <00:07:09.451>of <00:07:09.555>an

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<00:07:09.670>of <00:07:09.671>the <00:07:09.673>productivity <00:07:09.675>output <00:07:09.677>of <00:07:09.679>an

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<00:07:09.680>of <00:07:09.807>the <00:07:09.934>productivity <00:07:10.061>output <00:07:10.189>of <00:07:10.316>an <00:07:10.443>organization <00:07:10.570>is <00:07:10.698>determined <00:07:10.825>by <00:07:10.952>the <00:07:11.080>system

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<00:07:12.909>organization <00:07:12.910>is <00:07:12.912>determined <00:07:12.914>by <00:07:12.916>the <00:07:12.918>system

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<00:07:12.919>organization <00:07:13.026>is <00:07:13.134>determined <00:07:13.242>by <00:07:13.349>the <00:07:13.457>system <00:07:13.565>and <00:07:13.672>not <00:07:13.780>the <00:07:13.888>worker. <00:07:13.995>All <00:07:14.103>right? <00:07:14.211>Now, <00:07:14.318>this

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<00:07:14.750>and <00:07:14.751>not <00:07:14.752>the <00:07:14.753>worker. <00:07:14.755>All <00:07:14.756>right? <00:07:14.757>Now, <00:07:14.759>this

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<00:07:14.760>and <00:07:14.847>not <00:07:14.935>the <00:07:15.023>worker. <00:07:15.111>All <00:07:15.199>right? <00:07:15.287>Now, <00:07:15.375>this <00:07:15.463>is <00:07:15.551>one <00:07:15.639>of <00:07:15.727>the <00:07:15.815>fundamental <00:07:15.902>principles

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<00:07:16.030>is <00:07:16.031>one <00:07:16.033>of <00:07:16.035>the <00:07:16.037>fundamental <00:07:16.039>principles

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<00:07:16.040>is <00:07:16.141>one <00:07:16.242>of <00:07:16.343>the <00:07:16.445>fundamental <00:07:16.546>principles <00:07:16.647>here <00:07:16.748>is <00:07:16.850>that <00:07:16.951>we <00:07:17.052>think <00:07:17.153>of <00:07:17.255>developer

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<00:07:17.390>here <00:07:17.391>is <00:07:17.393>that <00:07:17.394>we <00:07:17.395>think <00:07:17.397>of <00:07:17.399>developer

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<00:07:17.400>here <00:07:17.507>is <00:07:17.615>that <00:07:17.723>we <00:07:17.830>think <00:07:17.938>of <00:07:18.046>developer <00:07:18.153>experience <00:07:18.261>as <00:07:18.369>much <00:07:18.476>more <00:07:18.584>of <00:07:18.692>a <00:07:18.799>systems

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<00:07:19.790>experience <00:07:19.791>as <00:07:19.793>much <00:07:19.794>more <00:07:19.796>of <00:07:19.797>a <00:07:19.799>systems

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<00:07:19.800>experience <00:07:19.916>as <00:07:20.033>much <00:07:20.150>more <00:07:20.266>of <00:07:20.383>a <00:07:20.500>systems <00:07:20.616>problem <00:07:20.733>than <00:07:20.850>a <00:07:20.966>people <00:07:21.083>problem, <00:07:21.200>right?

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<00:07:21.870>problem <00:07:21.871>than <00:07:21.873>a <00:07:21.875>people <00:07:21.877>problem, <00:07:21.879>right?

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<00:07:21.880>problem <00:07:21.979>than <00:07:22.079>a <00:07:22.179>people <00:07:22.279>problem, <00:07:22.379>right? <00:07:22.479>We're <00:07:22.579>not <00:07:22.679>really <00:07:22.779>interested <00:07:22.879>in

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<00:07:22.990>We're <00:07:22.992>not <00:07:22.994>really <00:07:22.996>interested <00:07:22.999>in

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<00:07:23.000>We're <00:07:23.127>not <00:07:23.254>really <00:07:23.381>interested <00:07:23.509>in <00:07:23.636>individual <00:07:23.763>performance <00:07:23.890>as <00:07:24.018>much <00:07:24.145>as <00:07:24.272>we <00:07:24.400>are

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<00:07:25.230>individual <00:07:25.231>performance <00:07:25.233>as <00:07:25.234>much <00:07:25.236>as <00:07:25.237>we <00:07:25.239>are

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<00:07:25.240>individual <00:07:25.366>performance <00:07:25.493>as <00:07:25.620>much <00:07:25.747>as <00:07:25.874>we <00:07:26.000>are <00:07:26.127>making <00:07:26.254>sure <00:07:26.381>that <00:07:26.508>uh <00:07:26.635>developers'

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<00:07:26.790>making <00:07:26.792>sure <00:07:26.794>that <00:07:26.796>uh <00:07:26.799>developers'

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<00:07:26.800>making <00:07:26.960>sure <00:07:27.121>that <00:07:27.282>uh <00:07:27.443>developers' <00:07:27.604>environments <00:07:27.765>are <00:07:27.926>frictionless <00:07:28.087>as

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<00:07:28.230>environments <00:07:28.233>are <00:07:28.236>frictionless <00:07:28.239>as

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<00:07:28.240>environments <00:07:28.367>are <00:07:28.494>frictionless <00:07:28.621>as <00:07:28.749>possible <00:07:28.876>uh <00:07:29.003>with <00:07:29.130>as <00:07:29.258>little <00:07:29.385>toil <00:07:29.512>and <00:07:29.640>as

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<00:07:30.470>possible <00:07:30.471>uh <00:07:30.472>with <00:07:30.473>as <00:07:30.475>little <00:07:30.476>toil <00:07:30.477>and <00:07:30.479>as

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<00:07:30.480>possible <00:07:30.607>uh <00:07:30.734>with <00:07:30.861>as <00:07:30.989>little <00:07:31.116>toil <00:07:31.243>and <00:07:31.370>as <00:07:31.498>few <00:07:31.625>bottlenecks <00:07:31.752>as <00:07:31.880>possible.

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<00:07:32.830>few <00:07:32.832>bottlenecks <00:07:32.836>as <00:07:32.839>possible.

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<00:07:32.840>few <00:07:32.980>bottlenecks <00:07:33.120>as <00:07:33.260>possible. <00:07:33.400>Now, <00:07:33.540>we've <00:07:33.680>known <00:07:33.820>about <00:07:33.960>the <00:07:34.100>importance <00:07:34.240>of

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<00:07:35.830>Now, <00:07:35.831>we've <00:07:35.832>known <00:07:35.834>about <00:07:35.836>the <00:07:35.837>importance <00:07:35.839>of

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<00:07:35.840>Now, <00:07:35.940>we've <00:07:36.040>known <00:07:36.140>about <00:07:36.240>the <00:07:36.340>importance <00:07:36.440>of <00:07:36.540>flow <00:07:36.640>for <00:07:36.740>a <00:07:36.840>long <00:07:36.940>time. <00:07:37.040>I <00:07:37.140>like <00:07:37.240>to

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<00:07:37.670>flow <00:07:37.671>for <00:07:37.672>a <00:07:37.673>long <00:07:37.675>time. <00:07:37.676>I <00:07:37.677>like <00:07:37.679>to

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<00:07:37.680>flow <00:07:37.776>for <00:07:37.872>a <00:07:37.968>long <00:07:38.064>time. <00:07:38.161>I <00:07:38.257>like <00:07:38.353>to <00:07:38.449>reference <00:07:38.546>what <00:07:38.642>I <00:07:38.738>call <00:07:38.834>the <00:07:38.931>ancient

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<00:07:39.070>reference <00:07:39.071>what <00:07:39.073>I <00:07:39.075>call <00:07:39.077>the <00:07:39.079>ancient

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<00:07:39.080>reference <00:07:39.219>what <00:07:39.359>I <00:07:39.500>call <00:07:39.640>the <00:07:39.780>ancient <00:07:39.919>business <00:07:40.060>wisdom <00:07:40.200>of <00:07:40.340>the <00:07:40.479>the

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<00:07:40.909>business <00:07:40.911>wisdom <00:07:40.913>of <00:07:40.915>the <00:07:40.918>the

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<00:07:40.919>business <00:07:41.046>wisdom <00:07:41.173>of <00:07:41.300>the <00:07:41.428>the <00:07:41.555>and <00:07:41.682>'80s, <00:07:41.809>uh <00:07:41.937>specifically <00:07:42.064>the <00:07:42.191>work <00:07:42.318>of

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<00:07:43.030>and <00:07:43.031>'80s, <00:07:43.033>uh <00:07:43.034>specifically <00:07:43.036>the <00:07:43.037>work <00:07:43.039>of

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<00:07:43.040>and <00:07:43.147>'80s, <00:07:43.255>uh <00:07:43.363>specifically <00:07:43.470>the <00:07:43.578>work <00:07:43.686>of <00:07:43.793>Eliyahu <00:07:43.901>Goldratt <00:07:44.009>and <00:07:44.116>the <00:07:44.224>the <00:07:44.332>theory <00:07:44.440>of

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<00:07:44.750>Eliyahu <00:07:44.751>Goldratt <00:07:44.753>and <00:07:44.754>the <00:07:44.756>the <00:07:44.757>theory <00:07:44.759>of

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<00:07:44.760>Eliyahu <00:07:44.861>Goldratt <00:07:44.962>and <00:07:45.063>the <00:07:45.165>the <00:07:45.266>theory <00:07:45.367>of <00:07:45.468>constraints <00:07:45.570>and <00:07:45.671>the <00:07:45.772>publication <00:07:45.873>of <00:07:45.975>the

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<00:07:46.110>constraints <00:07:46.111>and <00:07:46.113>the <00:07:46.115>publication <00:07:46.117>of <00:07:46.119>the

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<00:07:46.120>constraints <00:07:46.210>and <00:07:46.301>the <00:07:46.392>publication <00:07:46.483>of <00:07:46.574>the <00:07:46.664>book <00:07:46.755>The <00:07:46.846>Goal. <00:07:46.937>Who's <00:07:47.028>familiar <00:07:47.119>with

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<00:07:47.230>book <00:07:47.231>The <00:07:47.233>Goal. <00:07:47.235>Who's <00:07:47.237>familiar <00:07:47.239>with

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<00:07:47.240>book <00:07:47.334>The <00:07:47.428>Goal. <00:07:47.522>Who's <00:07:47.616>familiar <00:07:47.710>with <00:07:47.804>Eliyahu <00:07:47.898>Goldratt, <00:07:47.992>The <00:07:48.086>Goal, <00:07:48.180>the <00:07:48.275>theory

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<00:07:48.390>Eliyahu <00:07:48.391>Goldratt, <00:07:48.393>The <00:07:48.395>Goal, <00:07:48.397>the <00:07:48.399>theory

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<00:07:48.400>Eliyahu <00:07:48.507>Goldratt, <00:07:48.615>The <00:07:48.723>Goal, <00:07:48.830>the <00:07:48.938>theory <00:07:49.046>of <00:07:49.153>constraints? <00:07:49.261>Okay, <00:07:49.369>a <00:07:49.476>few <00:07:49.584>of <00:07:49.692>you. <00:07:49.799>So,

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<00:07:51.510>of <00:07:51.511>constraints? <00:07:51.512>Okay, <00:07:51.513>a <00:07:51.515>few <00:07:51.516>of <00:07:51.517>you. <00:07:51.519>So,

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<00:07:51.520>of <00:07:51.595>constraints? <00:07:51.670>Okay, <00:07:51.746>a <00:07:51.821>few <00:07:51.896>of <00:07:51.972>you. <00:07:52.047>So, <00:07:52.123>uh

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uh

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<00:07:52.200>uh <00:07:52.363>this <00:07:52.526>is <00:07:52.689>probably <00:07:52.853>one <00:07:53.016>of <00:07:53.179>the <00:07:53.343>most

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<00:07:53.470>this <00:07:53.471>is <00:07:53.473>probably <00:07:53.474>one <00:07:53.476>of <00:07:53.477>the <00:07:53.479>most

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<00:07:53.480>this <00:07:53.607>is <00:07:53.734>probably <00:07:53.861>one <00:07:53.989>of <00:07:54.116>the <00:07:54.243>most <00:07:54.370>important <00:07:54.498>business <00:07:54.625>books <00:07:54.752>ever <00:07:54.880>written.

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<00:07:55.510>important <00:07:55.512>business <00:07:55.514>books <00:07:55.516>ever <00:07:55.519>written.

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<00:07:55.520>important <00:07:55.647>business <00:07:55.774>books <00:07:55.901>ever <00:07:56.029>written. <00:07:56.156>And <00:07:56.283>it's <00:07:56.410>not <00:07:56.538>a <00:07:56.665>business <00:07:56.792>textbook. <00:07:56.919>It's

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<00:07:57.470>And <00:07:57.471>it's <00:07:57.473>not <00:07:57.474>a <00:07:57.476>business <00:07:57.477>textbook. <00:07:57.479>It's

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<00:07:57.480>And <00:07:57.596>it's <00:07:57.713>not <00:07:57.830>a <00:07:57.946>business <00:07:58.063>textbook. <00:07:58.180>It's <00:07:58.296>it's <00:07:58.413>a <00:07:58.530>page-turning <00:07:58.646>fictional <00:07:58.763>drama <00:07:58.880>with

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<00:07:59.950>it's <00:07:59.951>a <00:07:59.953>page-turning <00:07:59.955>fictional <00:07:59.957>drama <00:07:59.959>with

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<00:07:59.960>it's <00:08:00.087>a <00:08:00.214>page-turning <00:08:00.341>fictional <00:08:00.469>drama <00:08:00.596>with <00:08:00.723>a <00:08:00.850>protagonist. <00:08:00.978>Uh <00:08:01.105>he's <00:08:01.232>VP <00:08:01.359>of

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<00:08:01.910>a <00:08:01.911>protagonist. <00:08:01.913>Uh <00:08:01.915>he's <00:08:01.917>VP <00:08:01.919>of

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<00:08:01.920>a <00:08:02.059>protagonist. <00:08:02.198>Uh <00:08:02.337>he's <00:08:02.476>VP <00:08:02.615>of <00:08:02.754>manufacturing <00:08:02.893>in <00:08:03.032>a <00:08:03.171>manufacturing

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<00:08:03.310>manufacturing <00:08:03.313>in <00:08:03.316>a <00:08:03.319>manufacturing

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<00:08:03.320>manufacturing <00:08:03.476>in <00:08:03.632>a <00:08:03.789>manufacturing <00:08:03.945>organization <00:08:04.101>struggling <00:08:04.258>to <00:08:04.414>meet <00:08:04.570>the

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<00:08:04.710>organization <00:08:04.712>struggling <00:08:04.714>to <00:08:04.716>meet <00:08:04.719>the

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<00:08:04.720>organization <00:08:04.804>struggling <00:08:04.888>to <00:08:04.972>meet <00:08:05.057>the <00:08:05.141>needs <00:08:05.225>of <00:08:05.309>the <00:08:05.394>market <00:08:05.478>and <00:08:05.562>beat <00:08:05.647>the

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<00:08:05.750>needs <00:08:05.751>of <00:08:05.753>the <00:08:05.754>market <00:08:05.756>and <00:08:05.757>beat <00:08:05.759>the

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<00:08:05.760>needs <00:08:05.867>of <00:08:05.975>the <00:08:06.083>market <00:08:06.190>and <00:08:06.298>beat <00:08:06.406>the <00:08:06.513>competition. <00:08:06.621>A <00:08:06.729>change <00:08:06.836>agent <00:08:06.944>comes <00:08:07.052>in <00:08:07.159>and

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<00:08:07.910>competition. <00:08:07.911>A <00:08:07.913>change <00:08:07.914>agent <00:08:07.916>comes <00:08:07.917>in <00:08:07.919>and

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<00:08:07.920>competition. <00:08:08.036>A <00:08:08.153>change <00:08:08.270>agent <00:08:08.386>comes <00:08:08.503>in <00:08:08.620>and <00:08:08.736>introduces <00:08:08.853>the <00:08:08.970>theory <00:08:09.086>of <00:08:09.203>constraints <00:08:09.320>and

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<00:08:09.990>introduces <00:08:09.991>the <00:08:09.993>theory <00:08:09.995>of <00:08:09.997>constraints <00:08:09.999>and

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<00:08:10.000>introduces <00:08:10.127>the <00:08:10.254>theory <00:08:10.381>of <00:08:10.509>constraints <00:08:10.636>and <00:08:10.763>helps <00:08:10.890>to <00:08:11.018>streamline <00:08:11.145>the <00:08:11.272>business. <00:08:11.400>Uh

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<00:08:12.070>helps <00:08:12.071>to <00:08:12.073>streamline <00:08:12.075>the <00:08:12.077>business. <00:08:12.079>Uh

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<00:08:12.080>helps <00:08:12.207>to <00:08:12.334>streamline <00:08:12.461>the <00:08:12.589>business. <00:08:12.716>Uh <00:08:12.843>Eliyahu <00:08:12.970>Goldratt <00:08:13.098>was <00:08:13.225>a <00:08:13.352>physicist <00:08:13.479>who

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<00:08:14.070>Eliyahu <00:08:14.071>Goldratt <00:08:14.073>was <00:08:14.075>a <00:08:14.077>physicist <00:08:14.079>who

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<00:08:14.080>Eliyahu <00:08:14.219>Goldratt <00:08:14.359>was <00:08:14.500>a <00:08:14.640>physicist <00:08:14.780>who <00:08:14.919>studied <00:08:15.060>complex <00:08:15.200>machinery, <00:08:15.340>not <00:08:15.479>a

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<00:08:15.990>studied <00:08:15.992>complex <00:08:15.994>machinery, <00:08:15.996>not <00:08:15.999>a

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<00:08:16.000>studied <00:08:16.147>complex <00:08:16.294>machinery, <00:08:16.441>not <00:08:16.588>a <00:08:16.735>business <00:08:16.882>person, <00:08:17.029>but <00:08:17.176>had <00:08:17.323>the

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<00:08:17.470>business <00:08:17.472>person, <00:08:17.474>but <00:08:17.476>had <00:08:17.479>the

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<00:08:17.480>business <00:08:17.607>person, <00:08:17.734>but <00:08:17.861>had <00:08:17.989>the <00:08:18.116>intellectual <00:08:18.243>leap <00:08:18.370>that <00:08:18.498>a <00:08:18.625>business <00:08:18.752>is <00:08:18.880>a

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<00:08:19.430>intellectual <00:08:19.431>leap <00:08:19.433>that <00:08:19.434>a <00:08:19.436>business <00:08:19.437>is <00:08:19.439>a

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<00:08:19.440>intellectual <00:08:19.547>leap <00:08:19.655>that <00:08:19.763>a <00:08:19.870>business <00:08:19.978>is <00:08:20.086>a <00:08:20.193>complex <00:08:20.301>machine <00:08:20.409>and <00:08:20.516>subject <00:08:20.624>to <00:08:20.732>the <00:08:20.840>same

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<00:08:21.710>complex <00:08:21.711>machine <00:08:21.712>and <00:08:21.714>subject <00:08:21.716>to <00:08:21.717>the <00:08:21.719>same

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<00:08:21.720>complex <00:08:21.820>machine <00:08:21.920>and <00:08:22.020>subject <00:08:22.120>to <00:08:22.220>the <00:08:22.320>same <00:08:22.420>laws <00:08:22.520>of <00:08:22.620>physics, <00:08:22.720>which <00:08:22.820>is <00:08:22.920>a <00:08:23.020>very <00:08:23.120>useful

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<00:08:23.510>laws <00:08:23.511>of <00:08:23.512>physics, <00:08:23.513>which <00:08:23.515>is <00:08:23.516>a <00:08:23.517>very <00:08:23.519>useful

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<00:08:23.520>laws <00:08:23.616>of <00:08:23.712>physics, <00:08:23.808>which <00:08:23.904>is <00:08:24.000>a <00:08:24.096>very <00:08:24.193>useful <00:08:24.289>model <00:08:24.385>because <00:08:24.481>it's <00:08:24.577>difficult <00:08:24.673>to <00:08:24.770>break

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<00:08:24.909>model <00:08:24.910>because <00:08:24.912>it's <00:08:24.914>difficult <00:08:24.916>to <00:08:24.918>break

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<00:08:24.919>model <00:08:25.026>because <00:08:25.133>it's <00:08:25.241>difficult <00:08:25.348>to <00:08:25.455>break <00:08:25.563>the <00:08:25.670>laws <00:08:25.778>of <00:08:25.885>physics. <00:08:25.992>And <00:08:26.100>so, <00:08:26.207>you <00:08:26.314>can

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<00:08:26.470>the <00:08:26.471>laws <00:08:26.472>of <00:08:26.473>physics. <00:08:26.475>And <00:08:26.476>so, <00:08:26.477>you <00:08:26.479>can

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<00:08:26.480>the <00:08:26.573>laws <00:08:26.666>of <00:08:26.760>physics. <00:08:26.853>And <00:08:26.947>so, <00:08:27.040>you <00:08:27.134>can <00:08:27.227>make <00:08:27.321>good <00:08:27.414>predictions <00:08:27.508>about <00:08:27.601>how <00:08:27.695>a

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<00:08:27.830>make <00:08:27.831>good <00:08:27.833>predictions <00:08:27.835>about <00:08:27.837>how <00:08:27.839>a

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<00:08:27.840>make <00:08:27.967>good <00:08:28.094>predictions <00:08:28.221>about <00:08:28.349>how <00:08:28.476>a <00:08:28.603>business <00:08:28.730>is <00:08:28.858>going <00:08:28.985>to <00:08:29.112>uh <00:08:29.239>perform.

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<00:08:30.550>business <00:08:30.551>is <00:08:30.553>going <00:08:30.555>to <00:08:30.557>uh <00:08:30.559>perform.

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<00:08:30.560>business <00:08:30.676>is <00:08:30.793>going <00:08:30.910>to <00:08:31.026>uh <00:08:31.143>perform. <00:08:31.260>Now, <00:08:31.376>if <00:08:31.493>this <00:08:31.610>sounds <00:08:31.726>familiar <00:08:31.843>at <00:08:31.960>all,

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<00:08:32.230>Now, <00:08:32.231>if <00:08:32.233>this <00:08:32.234>sounds <00:08:32.236>familiar <00:08:32.237>at <00:08:32.239>all,

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<00:08:32.240>Now, <00:08:32.324>if <00:08:32.408>this <00:08:32.492>sounds <00:08:32.577>familiar <00:08:32.661>at <00:08:32.745>all, <00:08:32.829>you're <00:08:32.914>probably <00:08:32.998>familiar <00:08:33.082>with <00:08:33.167>The

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<00:08:33.270>you're <00:08:33.272>probably <00:08:33.274>familiar <00:08:33.276>with <00:08:33.279>The

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<00:08:33.280>you're <00:08:33.407>probably <00:08:33.534>familiar <00:08:33.661>with <00:08:33.789>The <00:08:33.916>Phoenix <00:08:34.043>Project. <00:08:34.170>Yeah, <00:08:34.298>way <00:08:34.425>more <00:08:34.552>of <00:08:34.679>you.

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<00:08:35.830>Phoenix <00:08:35.831>Project. <00:08:35.833>Yeah, <00:08:35.834>way <00:08:35.836>more <00:08:35.837>of <00:08:35.839>you.

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<00:08:35.840>Phoenix <00:08:35.940>Project. <00:08:36.040>Yeah, <00:08:36.140>way <00:08:36.240>more <00:08:36.340>of <00:08:36.440>you. <00:08:36.540>Okay. <00:08:36.640>It <00:08:36.740>is <00:08:36.840>The <00:08:36.940>Goal. <00:08:37.040>It's <00:08:37.140>The <00:08:37.240>Goal,

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<00:08:38.070>Okay. <00:08:38.071>It <00:08:38.072>is <00:08:38.073>The <00:08:38.075>Goal. <00:08:38.076>It's <00:08:38.077>The <00:08:38.079>Goal,

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<00:08:38.080>Okay. <00:08:38.158>It <00:08:38.236>is <00:08:38.314>The <00:08:38.392>Goal. <00:08:38.470>It's <00:08:38.548>The <00:08:38.626>Goal, <00:08:38.705>right? <00:08:38.783>Gene <00:08:38.861>Kim <00:08:38.939>will <00:08:39.017>be <00:08:39.095>the <00:08:39.173>first <00:08:39.251>one <00:08:39.330>to

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<00:08:39.469>right? <00:08:39.470>Gene <00:08:39.471>Kim <00:08:39.472>will <00:08:39.473>be <00:08:39.474>the <00:08:39.475>first <00:08:39.476>one <00:08:39.478>to

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<00:08:39.479>right? <00:08:39.554>Gene <00:08:39.630>Kim <00:08:39.706>will <00:08:39.781>be <00:08:39.857>the <00:08:39.933>first <00:08:40.008>one <00:08:40.084>to <00:08:40.160>tell <00:08:40.236>you <00:08:40.311>that <00:08:40.387>he <00:08:40.463>wrote <00:08:40.538>an <00:08:40.614>homage <00:08:40.690>to <00:08:40.765>The

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<00:08:40.909>tell <00:08:40.910>you <00:08:40.911>that <00:08:40.912>he <00:08:40.913>wrote <00:08:40.914>an <00:08:40.915>homage <00:08:40.916>to <00:08:40.918>The

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<00:08:40.919>tell <00:08:41.012>you <00:08:41.105>that <00:08:41.198>he <00:08:41.292>wrote <00:08:41.385>an <00:08:41.478>homage <00:08:41.572>to <00:08:41.665>The <00:08:41.759>Goal <00:08:41.852>in <00:08:41.945>the <00:08:42.039>context <00:08:42.132>of <00:08:42.225>a <00:08:42.318>software

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<00:08:42.909>Goal <00:08:42.910>in <00:08:42.912>the <00:08:42.913>context <00:08:42.914>of <00:08:42.916>a <00:08:42.918>software

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<00:08:42.919>Goal <00:08:43.035>in <00:08:43.152>the <00:08:43.269>context <00:08:43.385>of <00:08:43.502>a <00:08:43.619>software <00:08:43.735>engineering <00:08:43.852>organization. <00:08:43.968>I've <00:08:44.085>a <00:08:44.202>VP <00:08:44.319>of

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<00:08:44.710>engineering <00:08:44.711>organization. <00:08:44.713>I've <00:08:44.715>a <00:08:44.717>VP <00:08:44.719>of

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<00:08:44.720>engineering <00:08:44.860>organization. <00:08:45.000>I've <00:08:45.140>a <00:08:45.280>VP <00:08:45.420>of <00:08:45.560>software <00:08:45.700>engineering <00:08:45.840>struggling <00:08:45.980>to <00:08:46.120>meet

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<00:08:46.590>software <00:08:46.592>engineering <00:08:46.594>struggling <00:08:46.596>to <00:08:46.599>meet

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<00:08:46.600>software <00:08:46.695>engineering <00:08:46.790>struggling <00:08:46.885>to <00:08:46.981>meet <00:08:47.076>the <00:08:47.171>needs <00:08:47.266>of <00:08:47.362>the <00:08:47.457>market <00:08:47.552>and <00:08:47.647>beat <00:08:47.743>the

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<00:08:47.870>the <00:08:47.871>needs <00:08:47.872>of <00:08:47.873>the <00:08:47.875>market <00:08:47.876>and <00:08:47.877>beat <00:08:47.879>the

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<00:08:47.880>the <00:08:47.980>needs <00:08:48.080>of <00:08:48.180>the <00:08:48.280>market <00:08:48.380>and <00:08:48.480>beat <00:08:48.580>the <00:08:48.680>competition. <00:08:48.780>A <00:08:48.880>change <00:08:48.980>agent <00:08:49.080>comes <00:08:49.180>in <00:08:49.280>and

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<00:08:49.990>competition. <00:08:49.991>A <00:08:49.993>change <00:08:49.994>agent <00:08:49.996>comes <00:08:49.997>in <00:08:49.999>and

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<00:08:50.000>competition. <00:08:50.116>A <00:08:50.233>change <00:08:50.350>agent <00:08:50.466>comes <00:08:50.583>in <00:08:50.700>and <00:08:50.816>introduces <00:08:50.933>the <00:08:51.050>theory <00:08:51.166>of <00:08:51.283>constraints <00:08:51.400>by

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<00:08:52.110>introduces <00:08:52.111>the <00:08:52.113>theory <00:08:52.115>of <00:08:52.117>constraints <00:08:52.119>by

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<00:08:52.120>introduces <00:08:52.236>the <00:08:52.353>theory <00:08:52.470>of <00:08:52.586>constraints <00:08:52.703>by <00:08:52.820>way <00:08:52.936>of <00:08:53.053>DevOps <00:08:53.170>and <00:08:53.286>helps <00:08:53.403>to <00:08:53.520>streamline

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<00:08:55.070>way <00:08:55.071>of <00:08:55.073>DevOps <00:08:55.074>and <00:08:55.076>helps <00:08:55.077>to <00:08:55.079>streamline

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<00:08:55.080>way <00:08:55.181>of <00:08:55.283>DevOps <00:08:55.385>and <00:08:55.487>helps <00:08:55.588>to <00:08:55.690>streamline <00:08:55.792>the <00:08:55.894>business. <00:08:55.995>Now, <00:08:56.097>if <00:08:56.199>you've <00:08:56.301>not <00:08:56.403>read

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<00:08:56.550>the <00:08:56.551>business. <00:08:56.553>Now, <00:08:56.554>if <00:08:56.555>you've <00:08:56.557>not <00:08:56.559>read

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<00:08:56.560>the <00:08:56.650>business. <00:08:56.741>Now, <00:08:56.832>if <00:08:56.922>you've <00:08:57.013>not <00:08:57.104>read <00:08:57.194>either <00:08:57.285>one <00:08:57.376>of <00:08:57.466>these <00:08:57.557>books, <00:08:57.648>Gene <00:08:57.739>will

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<00:08:57.870>either <00:08:57.871>one <00:08:57.873>of <00:08:57.874>these <00:08:57.876>books, <00:08:57.877>Gene <00:08:57.879>will

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<00:08:57.880>either <00:08:57.973>one <00:08:58.066>of <00:08:58.160>these <00:08:58.253>books, <00:08:58.346>Gene <00:08:58.439>will <00:08:58.533>also <00:08:58.626>tell <00:08:58.720>you <00:08:58.813>to <00:08:58.906>read <00:08:59.000>The <00:08:59.093>Goal <00:08:59.186>first <00:08:59.280>and

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<00:09:00.070>also <00:09:00.071>tell <00:09:00.072>you <00:09:00.073>to <00:09:00.074>read <00:09:00.075>The <00:09:00.076>Goal <00:09:00.077>first <00:09:00.079>and

00:09:00.080 --> 00:09:01.710 align:start position:0%
<00:09:00.080>also <00:09:00.180>tell <00:09:00.280>you <00:09:00.380>to <00:09:00.480>read <00:09:00.580>The <00:09:00.680>Goal <00:09:00.780>first <00:09:00.880>and <00:09:00.980>to <00:09:01.080>get <00:09:01.180>that <00:09:01.280>foundational <00:09:01.380>knowledge <00:09:01.480>and

00:09:01.710 --> 00:09:01.720 align:start position:0%
<00:09:01.710>to <00:09:01.711>get <00:09:01.713>that <00:09:01.715>foundational <00:09:01.717>knowledge <00:09:01.719>and

00:09:01.720 --> 00:09:04.390 align:start position:0%
<00:09:01.720>to <00:09:01.836>get <00:09:01.953>that <00:09:02.070>foundational <00:09:02.186>knowledge <00:09:02.303>and <00:09:02.420>then <00:09:02.536>move <00:09:02.653>on <00:09:02.770>to <00:09:02.886>The <00:09:03.003>Phoenix <00:09:03.120>Project.

00:09:04.390 --> 00:09:04.400 align:start position:0%
<00:09:04.390>then <00:09:04.391>move <00:09:04.393>on <00:09:04.394>to <00:09:04.396>The <00:09:04.397>Phoenix <00:09:04.399>Project.

00:09:04.400 --> 00:09:06.670 align:start position:0%
<00:09:04.400>then <00:09:04.516>move <00:09:04.633>on <00:09:04.750>to <00:09:04.866>The <00:09:04.983>Phoenix <00:09:05.100>Project. <00:09:05.216>Now, <00:09:05.333>there <00:09:05.449>are <00:09:05.566>entire <00:09:05.683>business <00:09:05.800>courses

00:09:06.670 --> 00:09:06.680 align:start position:0%
<00:09:06.670>Now, <00:09:06.671>there <00:09:06.673>are <00:09:06.675>entire <00:09:06.677>business <00:09:06.679>courses

00:09:06.680 --> 00:09:09.190 align:start position:0%
<00:09:06.680>Now, <00:09:06.796>there <00:09:06.913>are <00:09:07.030>entire <00:09:07.146>business <00:09:07.263>courses <00:09:07.380>taught <00:09:07.496>on <00:09:07.613>the <00:09:07.729>theory <00:09:07.846>of <00:09:07.963>constraints. <00:09:08.079>Uh

00:09:09.190 --> 00:09:09.200 align:start position:0%
<00:09:09.190>taught <00:09:09.191>on <00:09:09.193>the <00:09:09.194>theory <00:09:09.196>of <00:09:09.197>constraints. <00:09:09.199>Uh

00:09:09.200 --> 00:09:10.790 align:start position:0%
<00:09:09.200>taught <00:09:09.316>on <00:09:09.433>the <00:09:09.550>theory <00:09:09.666>of <00:09:09.783>constraints. <00:09:09.900>Uh <00:09:10.016>and <00:09:10.133>there <00:09:10.250>are <00:09:10.366>multiple <00:09:10.483>books. <00:09:10.600>There's

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<00:09:10.790>and <00:09:10.791>there <00:09:10.793>are <00:09:10.795>multiple <00:09:10.797>books. <00:09:10.799>There's

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<00:09:10.800>and <00:09:10.926>there <00:09:11.053>are <00:09:11.180>multiple <00:09:11.307>books. <00:09:11.434>There's <00:09:11.560>The <00:09:11.687>Goal, <00:09:11.814>there's <00:09:11.941>Beyond <00:09:12.068>The <00:09:12.195>Goal,

00:09:12.350 --> 00:09:12.360 align:start position:0%
<00:09:12.350>The <00:09:12.351>Goal, <00:09:12.353>there's <00:09:12.355>Beyond <00:09:12.357>The <00:09:12.359>Goal,

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<00:09:12.360>The <00:09:12.450>Goal, <00:09:12.541>there's <00:09:12.632>Beyond <00:09:12.723>The <00:09:12.814>Goal, <00:09:12.904>there's <00:09:12.995>It's <00:09:13.086>Not <00:09:13.177>Luck, <00:09:13.268>there's <00:09:13.359>a

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<00:09:13.470>there's <00:09:13.471>It's <00:09:13.473>Not <00:09:13.475>Luck, <00:09:13.477>there's <00:09:13.479>a

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<00:09:13.480>there's <00:09:13.607>It's <00:09:13.734>Not <00:09:13.861>Luck, <00:09:13.989>there's <00:09:14.116>a <00:09:14.243>satellite <00:09:14.370>learning <00:09:14.498>series, <00:09:14.625>there's <00:09:14.752>a <00:09:14.880>a

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<00:09:15.510>satellite <00:09:15.511>learning <00:09:15.513>series, <00:09:15.515>there's <00:09:15.517>a <00:09:15.519>a

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<00:09:15.520>satellite <00:09:15.647>learning <00:09:15.774>series, <00:09:15.901>there's <00:09:16.029>a <00:09:16.156>a <00:09:16.283>whole <00:09:16.410>series <00:09:16.538>of <00:09:16.665>thinking <00:09:16.792>processes <00:09:16.920>and

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<00:09:17.230>whole <00:09:17.231>series <00:09:17.233>of <00:09:17.235>thinking <00:09:17.237>processes <00:09:17.239>and

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<00:09:17.240>whole <00:09:17.344>series <00:09:17.448>of <00:09:17.552>thinking <00:09:17.657>processes <00:09:17.761>and <00:09:17.865>models. <00:09:17.969>So, <00:09:18.074>there's <00:09:18.178>no <00:09:18.282>way <00:09:18.386>we <00:09:18.491>could

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<00:09:18.630>models. <00:09:18.631>So, <00:09:18.633>there's <00:09:18.634>no <00:09:18.636>way <00:09:18.637>we <00:09:18.639>could

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<00:09:18.640>models. <00:09:18.740>So, <00:09:18.840>there's <00:09:18.939>no <00:09:19.040>way <00:09:19.140>we <00:09:19.240>could <00:09:19.340>cover <00:09:19.439>all <00:09:19.540>of <00:09:19.640>this <00:09:19.740>in <00:09:19.840>this <00:09:19.939>talk <00:09:20.040>today.

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<00:09:21.030>cover <00:09:21.031>all <00:09:21.032>of <00:09:21.033>this <00:09:21.035>in <00:09:21.036>this <00:09:21.037>talk <00:09:21.039>today.

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<00:09:21.040>cover <00:09:21.133>all <00:09:21.226>of <00:09:21.319>this <00:09:21.413>in <00:09:21.506>this <00:09:21.599>talk <00:09:21.693>today. <00:09:21.786>But <00:09:21.880>one <00:09:21.973>big <00:09:22.066>takeaway <00:09:22.160>from <00:09:22.253>the <00:09:22.346>theory <00:09:22.439>of

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<00:09:22.670>But <00:09:22.671>one <00:09:22.672>big <00:09:22.673>takeaway <00:09:22.675>from <00:09:22.676>the <00:09:22.677>theory <00:09:22.679>of

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<00:09:22.680>But <00:09:22.787>one <00:09:22.895>big <00:09:23.003>takeaway <00:09:23.110>from <00:09:23.218>the <00:09:23.326>theory <00:09:23.433>of <00:09:23.541>constraints <00:09:23.649>is <00:09:23.756>that <00:09:23.864>any <00:09:23.972>complex <00:09:24.079>machine,

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<00:09:25.190>constraints <00:09:25.191>is <00:09:25.193>that <00:09:25.195>any <00:09:25.197>complex <00:09:25.199>machine,

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<00:09:25.200>constraints <00:09:25.327>is <00:09:25.454>that <00:09:25.581>any <00:09:25.709>complex <00:09:25.836>machine, <00:09:25.963>including <00:09:26.090>a <00:09:26.218>business, <00:09:26.345>can <00:09:26.472>be <00:09:26.600>reduced

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<00:09:27.030>including <00:09:27.031>a <00:09:27.033>business, <00:09:27.035>can <00:09:27.037>be <00:09:27.039>reduced

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<00:09:27.040>including <00:09:27.166>a <00:09:27.293>business, <00:09:27.420>can <00:09:27.547>be <00:09:27.674>reduced <00:09:27.800>down <00:09:27.927>to <00:09:28.054>these <00:09:28.181>three <00:09:28.308>subcomponents <00:09:28.435>of

00:09:28.590 --> 00:09:28.600 align:start position:0%
<00:09:28.590>down <00:09:28.591>to <00:09:28.593>these <00:09:28.595>three <00:09:28.597>subcomponents <00:09:28.599>of

00:09:28.600 --> 00:09:30.390 align:start position:0%
<00:09:28.600>down <00:09:28.727>to <00:09:28.854>these <00:09:28.981>three <00:09:29.109>subcomponents <00:09:29.236>of <00:09:29.363>cost <00:09:29.490>and <00:09:29.618>throughput <00:09:29.745>and <00:09:29.872>inventory. <00:09:30.000>And

00:09:30.390 --> 00:09:30.400 align:start position:0%
<00:09:30.390>cost <00:09:30.391>and <00:09:30.393>throughput <00:09:30.395>and <00:09:30.397>inventory. <00:09:30.399>And

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<00:09:30.400>cost <00:09:30.510>and <00:09:30.620>throughput <00:09:30.731>and <00:09:30.841>inventory. <00:09:30.952>And <00:09:31.062>Goldratt <00:09:31.173>argued <00:09:31.283>that <00:09:31.394>we <00:09:31.504>tend <00:09:31.615>to

00:09:31.750 --> 00:09:31.760 align:start position:0%
<00:09:31.750>Goldratt <00:09:31.751>argued <00:09:31.753>that <00:09:31.755>we <00:09:31.757>tend <00:09:31.759>to

00:09:31.760 --> 00:09:34.870 align:start position:0%
<00:09:31.760>Goldratt <00:09:31.900>argued <00:09:32.040>that <00:09:32.180>we <00:09:32.319>tend <00:09:32.460>to <00:09:32.600>over-index <00:09:32.740>on <00:09:32.880>cost <00:09:33.020>optimization, <00:09:33.160>but

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<00:09:34.870>over-index <00:09:34.872>on <00:09:34.874>cost <00:09:34.876>optimization, <00:09:34.879>but

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<00:09:34.880>over-index <00:09:34.996>on <00:09:35.113>cost <00:09:35.230>optimization, <00:09:35.346>but <00:09:35.463>really <00:09:35.580>what <00:09:35.696>we <00:09:35.813>want <00:09:35.930>to <00:09:36.046>do <00:09:36.163>is <00:09:36.280>optimize

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<00:09:36.910>really <00:09:36.911>what <00:09:36.912>we <00:09:36.913>want <00:09:36.915>to <00:09:36.916>do <00:09:36.917>is <00:09:36.919>optimize

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<00:09:36.920>really <00:09:37.020>what <00:09:37.120>we <00:09:37.219>want <00:09:37.319>to <00:09:37.420>do <00:09:37.520>is <00:09:37.620>optimize <00:09:37.719>throughput. <00:09:37.819>Right, <00:09:37.920>so <00:09:38.020>take <00:09:38.120>a <00:09:38.219>metaphor <00:09:38.319>of

00:09:39.070 --> 00:09:39.080 align:start position:0%
<00:09:39.070>throughput. <00:09:39.071>Right, <00:09:39.073>so <00:09:39.074>take <00:09:39.076>a <00:09:39.077>metaphor <00:09:39.079>of

00:09:39.080 --> 00:09:41.430 align:start position:0%
<00:09:39.080>throughput. <00:09:39.187>Right, <00:09:39.295>so <00:09:39.403>take <00:09:39.510>a <00:09:39.618>metaphor <00:09:39.726>of <00:09:39.833>like <00:09:39.941>a <00:09:40.049>lawnmower, <00:09:40.156>right? <00:09:40.264>What's <00:09:40.372>the <00:09:40.480>cost

00:09:41.430 --> 00:09:41.440 align:start position:0%
<00:09:41.430>like <00:09:41.431>a <00:09:41.433>lawnmower, <00:09:41.434>right? <00:09:41.436>What's <00:09:41.437>the <00:09:41.439>cost

00:09:41.440 --> 00:09:42.790 align:start position:0%
<00:09:41.440>like <00:09:41.526>a <00:09:41.613>lawnmower, <00:09:41.700>right? <00:09:41.787>What's <00:09:41.873>the <00:09:41.960>cost <00:09:42.047>of <00:09:42.134>a <00:09:42.221>of <00:09:42.307>a <00:09:42.394>lawnmower? <00:09:42.481>Well, <00:09:42.568>there's <00:09:42.655>the

00:09:42.790 --> 00:09:42.800 align:start position:0%
<00:09:42.790>of <00:09:42.791>a <00:09:42.792>of <00:09:42.793>a <00:09:42.795>lawnmower? <00:09:42.796>Well, <00:09:42.797>there's <00:09:42.799>the

00:09:42.800 --> 00:09:45.030 align:start position:0%
<00:09:42.800>of <00:09:42.893>a <00:09:42.986>of <00:09:43.079>a <00:09:43.173>lawnmower? <00:09:43.266>Well, <00:09:43.359>there's <00:09:43.453>the <00:09:43.546>fuel <00:09:43.640>cost, <00:09:43.733>the <00:09:43.826>human <00:09:43.920>pushing <00:09:44.013>it, <00:09:44.106>or <00:09:44.199>if

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<00:09:45.030>fuel <00:09:45.031>cost, <00:09:45.032>the <00:09:45.033>human <00:09:45.035>pushing <00:09:45.036>it, <00:09:45.037>or <00:09:45.039>if

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<00:09:45.040>fuel <00:09:45.156>cost, <00:09:45.273>the <00:09:45.390>human <00:09:45.506>pushing <00:09:45.623>it, <00:09:45.740>or <00:09:45.856>if <00:09:45.973>it's <00:09:46.089>a <00:09:46.206>terrifying <00:09:46.323>electric <00:09:46.439>robot

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<00:09:47.270>it's <00:09:47.272>a <00:09:47.274>terrifying <00:09:47.276>electric <00:09:47.279>robot

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<00:09:47.280>it's <00:09:47.435>a <00:09:47.591>terrifying <00:09:47.746>electric <00:09:47.902>robot <00:09:48.057>lawnmower, <00:09:48.213>then <00:09:48.368>it's <00:09:48.524>electricity, <00:09:48.680>but

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<00:09:48.990>lawnmower, <00:09:48.992>then <00:09:48.994>it's <00:09:48.996>electricity, <00:09:48.999>but

00:09:49.000 --> 00:09:50.590 align:start position:0%
<00:09:49.000>lawnmower, <00:09:49.116>then <00:09:49.233>it's <00:09:49.350>electricity, <00:09:49.466>but <00:09:49.583>the <00:09:49.700>point <00:09:49.816>is <00:09:49.933>there's <00:09:50.050>fuel <00:09:50.166>to <00:09:50.283>make <00:09:50.400>the

00:09:50.590 --> 00:09:50.600 align:start position:0%
<00:09:50.590>the <00:09:50.591>point <00:09:50.592>is <00:09:50.593>there's <00:09:50.595>fuel <00:09:50.596>to <00:09:50.597>make <00:09:50.599>the

00:09:50.600 --> 00:09:52.750 align:start position:0%
<00:09:50.600>the <00:09:50.716>point <00:09:50.833>is <00:09:50.950>there's <00:09:51.066>fuel <00:09:51.183>to <00:09:51.300>make <00:09:51.416>the <00:09:51.533>inventory <00:09:51.650>work <00:09:51.766>together, <00:09:51.883>the <00:09:52.000>spinning

00:09:52.750 --> 00:09:52.760 align:start position:0%
<00:09:52.750>inventory <00:09:52.752>work <00:09:52.754>together, <00:09:52.756>the <00:09:52.759>spinning

00:09:52.760 --> 00:09:54.910 align:start position:0%
<00:09:52.760>inventory <00:09:52.887>work <00:09:53.014>together, <00:09:53.141>the <00:09:53.269>spinning <00:09:53.396>blade, <00:09:53.523>the <00:09:53.650>chassis, <00:09:53.778>and <00:09:53.905>the <00:09:54.032>bag. <00:09:54.160>And

00:09:54.910 --> 00:09:54.920 align:start position:0%
<00:09:54.910>blade, <00:09:54.911>the <00:09:54.913>chassis, <00:09:54.914>and <00:09:54.915>the <00:09:54.917>bag. <00:09:54.919>And

00:09:54.920 --> 00:09:56.030 align:start position:0%
<00:09:54.920>blade, <00:09:55.003>the <00:09:55.086>chassis, <00:09:55.169>and <00:09:55.252>the <00:09:55.336>bag. <00:09:55.419>And <00:09:55.502>then <00:09:55.586>what's <00:09:55.669>the <00:09:55.752>throughput <00:09:55.835>of <00:09:55.919>a

00:09:56.030 --> 00:09:56.040 align:start position:0%
<00:09:56.030>then <00:09:56.031>what's <00:09:56.033>the <00:09:56.035>throughput <00:09:56.037>of <00:09:56.039>a

00:09:56.040 --> 00:09:58.750 align:start position:0%
<00:09:56.040>then <00:09:56.167>what's <00:09:56.294>the <00:09:56.421>throughput <00:09:56.549>of <00:09:56.676>a <00:09:56.803>lawnmower? <00:09:56.930>It's <00:09:57.058>cutting <00:09:57.185>grass. <00:09:57.312>It's <00:09:57.439>the

00:09:58.750 --> 00:09:58.760 align:start position:0%
<00:09:58.750>lawnmower? <00:09:58.751>It's <00:09:58.753>cutting <00:09:58.755>grass. <00:09:58.757>It's <00:09:58.759>the

00:09:58.760 --> 00:10:01.270 align:start position:0%
<00:09:58.760>lawnmower? <00:09:58.867>It's <00:09:58.975>cutting <00:09:59.083>grass. <00:09:59.190>It's <00:09:59.298>the <00:09:59.406>machine <00:09:59.513>doing <00:09:59.621>its <00:09:59.729>job. <00:09:59.836>And <00:09:59.944>if <00:10:00.052>it's <00:10:00.160>not

00:10:01.270 --> 00:10:01.280 align:start position:0%
<00:10:01.270>machine <00:10:01.271>doing <00:10:01.272>its <00:10:01.273>job. <00:10:01.275>And <00:10:01.276>if <00:10:01.277>it's <00:10:01.279>not

00:10:01.280 --> 00:10:03.150 align:start position:0%
<00:10:01.280>machine <00:10:01.387>doing <00:10:01.495>its <00:10:01.603>job. <00:10:01.710>And <00:10:01.818>if <00:10:01.926>it's <00:10:02.033>not <00:10:02.141>cutting <00:10:02.249>grass, <00:10:02.356>it's <00:10:02.464>not <00:10:02.572>a <00:10:02.680>lawnmower.

00:10:03.150 --> 00:10:03.160 align:start position:0%
<00:10:03.150>cutting <00:10:03.151>grass, <00:10:03.153>it's <00:10:03.155>not <00:10:03.157>a <00:10:03.159>lawnmower.

00:10:03.160 --> 00:10:04.950 align:start position:0%
<00:10:03.160>cutting <00:10:03.267>grass, <00:10:03.375>it's <00:10:03.483>not <00:10:03.590>a <00:10:03.698>lawnmower. <00:10:03.806>It's <00:10:03.913>just <00:10:04.021>a <00:10:04.129>pile <00:10:04.236>of <00:10:04.344>cost <00:10:04.452>and <00:10:04.560>inventory.

00:10:04.950 --> 00:10:04.960 align:start position:0%
<00:10:04.950>It's <00:10:04.951>just <00:10:04.952>a <00:10:04.953>pile <00:10:04.955>of <00:10:04.956>cost <00:10:04.957>and <00:10:04.959>inventory.

00:10:04.960 --> 00:10:06.470 align:start position:0%
<00:10:04.960>It's <00:10:05.050>just <00:10:05.141>a <00:10:05.231>pile <00:10:05.322>of <00:10:05.413>cost <00:10:05.503>and <00:10:05.594>inventory. <00:10:05.684>And <00:10:05.775>the <00:10:05.866>same <00:10:05.956>is <00:10:06.047>true <00:10:06.137>for <00:10:06.228>a <00:10:06.319>business,

00:10:06.470 --> 00:10:06.480 align:start position:0%
<00:10:06.470>And <00:10:06.471>the <00:10:06.472>same <00:10:06.473>is <00:10:06.475>true <00:10:06.476>for <00:10:06.477>a <00:10:06.479>business,

00:10:06.480 --> 00:10:08.190 align:start position:0%
<00:10:06.480>And <00:10:06.580>the <00:10:06.680>same <00:10:06.780>is <00:10:06.880>true <00:10:06.980>for <00:10:07.080>a <00:10:07.180>business, <00:10:07.280>right? <00:10:07.380>Now, <00:10:07.480>specifically <00:10:07.580>in <00:10:07.680>the <00:10:07.780>case <00:10:07.880>of

00:10:08.190 --> 00:10:08.200 align:start position:0%
<00:10:08.190>right? <00:10:08.191>Now, <00:10:08.193>specifically <00:10:08.194>in <00:10:08.196>the <00:10:08.197>case <00:10:08.199>of

00:10:08.200 --> 00:10:10.230 align:start position:0%
<00:10:08.200>right? <00:10:08.316>Now, <00:10:08.433>specifically <00:10:08.550>in <00:10:08.666>the <00:10:08.783>case <00:10:08.900>of <00:10:09.016>a <00:10:09.133>software <00:10:09.250>business, <00:10:09.366>cost <00:10:09.483>is <00:10:09.600>still

00:10:10.230 --> 00:10:10.240 align:start position:0%
<00:10:10.230>a <00:10:10.231>software <00:10:10.233>business, <00:10:10.235>cost <00:10:10.237>is <00:10:10.239>still

00:10:10.240 --> 00:10:12.510 align:start position:0%
<00:10:10.240>a <00:10:10.395>software <00:10:10.551>business, <00:10:10.706>cost <00:10:10.862>is <00:10:11.017>still <00:10:11.173>organizational <00:10:11.328>cost. <00:10:11.484>Inventory, <00:10:11.640>what

00:10:12.510 --> 00:10:12.520 align:start position:0%
<00:10:12.510>organizational <00:10:12.513>cost. <00:10:12.516>Inventory, <00:10:12.519>what

00:10:12.520 --> 00:10:15.390 align:start position:0%
<00:10:12.520>organizational <00:10:12.660>cost. <00:10:12.800>Inventory, <00:10:12.939>what <00:10:13.079>we're <00:10:13.220>assembling, <00:10:13.360>is <00:10:13.500>is <00:10:13.640>code. <00:10:13.780>And <00:10:13.920>any

00:10:15.390 --> 00:10:15.400 align:start position:0%
<00:10:15.390>we're <00:10:15.391>assembling, <00:10:15.393>is <00:10:15.394>is <00:10:15.396>code. <00:10:15.397>And <00:10:15.399>any

00:10:15.400 --> 00:10:17.270 align:start position:0%
<00:10:15.400>we're <00:10:15.527>assembling, <00:10:15.654>is <00:10:15.781>is <00:10:15.909>code. <00:10:16.036>And <00:10:16.163>any <00:10:16.290>inventory <00:10:16.418>that <00:10:16.545>hasn't <00:10:16.672>been <00:10:16.800>converted

00:10:17.270 --> 00:10:17.280 align:start position:0%
<00:10:17.270>inventory <00:10:17.272>that <00:10:17.274>hasn't <00:10:17.276>been <00:10:17.279>converted

00:10:17.280 --> 00:10:20.390 align:start position:0%
<00:10:17.280>inventory <00:10:17.420>that <00:10:17.560>hasn't <00:10:17.699>been <00:10:17.839>converted <00:10:17.980>into <00:10:18.120>throughput, <00:10:18.260>i.e. <00:10:18.400>money <00:10:18.540>for <00:10:18.680>the

00:10:20.390 --> 00:10:20.400 align:start position:0%
<00:10:20.390>into <00:10:20.391>throughput, <00:10:20.393>i.e. <00:10:20.395>money <00:10:20.397>for <00:10:20.399>the

00:10:20.400 --> 00:10:22.750 align:start position:0%
<00:10:20.400>into <00:10:20.516>throughput, <00:10:20.633>i.e. <00:10:20.750>money <00:10:20.866>for <00:10:20.983>the <00:10:21.100>business, <00:10:21.216>has <00:10:21.333>a <00:10:21.449>cost <00:10:21.566>associated <00:10:21.683>with <00:10:21.800>it

00:10:22.750 --> 00:10:22.760 align:start position:0%
<00:10:22.750>business, <00:10:22.751>has <00:10:22.753>a <00:10:22.754>cost <00:10:22.756>associated <00:10:22.757>with <00:10:22.759>it

00:10:22.760 --> 00:10:24.350 align:start position:0%
<00:10:22.760>business, <00:10:22.867>has <00:10:22.975>a <00:10:23.083>cost <00:10:23.190>associated <00:10:23.298>with <00:10:23.406>it <00:10:23.513>as <00:10:23.621>well, <00:10:23.729>right? <00:10:23.836>It's <00:10:23.944>called <00:10:24.052>work <00:10:24.160>in

00:10:24.350 --> 00:10:24.360 align:start position:0%
<00:10:24.350>as <00:10:24.351>well, <00:10:24.353>right? <00:10:24.354>It's <00:10:24.356>called <00:10:24.357>work <00:10:24.359>in

00:10:24.360 --> 00:10:26.110 align:start position:0%
<00:10:24.360>as <00:10:24.476>well, <00:10:24.593>right? <00:10:24.710>It's <00:10:24.826>called <00:10:24.943>work <00:10:25.060>in <00:10:25.176>progress <00:10:25.293>inventory, <00:10:25.410>right? <00:10:25.526>Now, <00:10:25.643>in <00:10:25.760>the

00:10:26.110 --> 00:10:26.120 align:start position:0%
<00:10:26.110>progress <00:10:26.111>inventory, <00:10:26.113>right? <00:10:26.115>Now, <00:10:26.117>in <00:10:26.119>the

00:10:26.120 --> 00:10:28.030 align:start position:0%
<00:10:26.120>progress <00:10:26.247>inventory, <00:10:26.374>right? <00:10:26.501>Now, <00:10:26.629>in <00:10:26.756>the <00:10:26.883>physical <00:10:27.010>world, <00:10:27.138>this <00:10:27.265>is <00:10:27.392>inventory <00:10:27.520>that

00:10:28.030 --> 00:10:28.040 align:start position:0%
<00:10:28.030>physical <00:10:28.031>world, <00:10:28.033>this <00:10:28.035>is <00:10:28.037>inventory <00:10:28.039>that

00:10:28.040 --> 00:10:29.910 align:start position:0%
<00:10:28.040>physical <00:10:28.167>world, <00:10:28.294>this <00:10:28.421>is <00:10:28.549>inventory <00:10:28.676>that <00:10:28.803>needs <00:10:28.930>to <00:10:29.058>be <00:10:29.185>organized, <00:10:29.312>it's <00:10:29.439>inventory

00:10:29.910 --> 00:10:29.920 align:start position:0%
<00:10:29.910>needs <00:10:29.911>to <00:10:29.913>be <00:10:29.915>organized, <00:10:29.917>it's <00:10:29.919>inventory

00:10:29.920 --> 00:10:31.750 align:start position:0%
<00:10:29.920>needs <00:10:30.020>to <00:10:30.120>be <00:10:30.219>organized, <00:10:30.319>it's <00:10:30.420>inventory <00:10:30.520>that <00:10:30.620>can <00:10:30.719>rot. <00:10:30.819>But <00:10:30.920>in <00:10:31.020>the <00:10:31.120>world <00:10:31.219>of <00:10:31.319>code,

00:10:31.750 --> 00:10:31.760 align:start position:0%
<00:10:31.750>that <00:10:31.751>can <00:10:31.752>rot. <00:10:31.753>But <00:10:31.754>in <00:10:31.755>the <00:10:31.756>world <00:10:31.757>of <00:10:31.759>code,

00:10:31.760 --> 00:10:32.910 align:start position:0%
<00:10:31.760>that <00:10:31.829>can <00:10:31.898>rot. <00:10:31.967>But <00:10:32.036>in <00:10:32.105>the <00:10:32.174>world <00:10:32.242>of <00:10:32.312>code, <00:10:32.381>we <00:10:32.449>have <00:10:32.519>the <00:10:32.588>same <00:10:32.656>thing, <00:10:32.726>right? <00:10:32.795>The

00:10:32.910 --> 00:10:32.920 align:start position:0%
<00:10:32.910>we <00:10:32.911>have <00:10:32.913>the <00:10:32.914>same <00:10:32.915>thing, <00:10:32.917>right? <00:10:32.919>The

00:10:32.920 --> 00:10:35.030 align:start position:0%
<00:10:32.920>we <00:10:33.036>have <00:10:33.153>the <00:10:33.270>same <00:10:33.386>thing, <00:10:33.503>right? <00:10:33.620>The <00:10:33.736>longer <00:10:33.853>that <00:10:33.969>code <00:10:34.086>sits <00:10:34.203>not <00:10:34.319>getting

00:10:35.030 --> 00:10:35.040 align:start position:0%
<00:10:35.030>longer <00:10:35.031>that <00:10:35.033>code <00:10:35.035>sits <00:10:35.037>not <00:10:35.039>getting

00:10:35.040 --> 00:10:37.070 align:start position:0%
<00:10:35.040>longer <00:10:35.167>that <00:10:35.294>code <00:10:35.421>sits <00:10:35.549>not <00:10:35.676>getting <00:10:35.803>released <00:10:35.930>as <00:10:36.058>a <00:10:36.185>feature, <00:10:36.312>not <00:10:36.439>creating

00:10:37.070 --> 00:10:37.080 align:start position:0%
<00:10:37.070>released <00:10:37.071>as <00:10:37.073>a <00:10:37.075>feature, <00:10:37.077>not <00:10:37.079>creating

00:10:37.080 --> 00:10:39.110 align:start position:0%
<00:10:37.080>released <00:10:37.207>as <00:10:37.334>a <00:10:37.461>feature, <00:10:37.589>not <00:10:37.716>creating <00:10:37.843>value <00:10:37.970>for <00:10:38.098>customers, <00:10:38.225>and <00:10:38.352>not <00:10:38.480>creating

00:10:39.110 --> 00:10:39.120 align:start position:0%
<00:10:39.110>value <00:10:39.111>for <00:10:39.113>customers, <00:10:39.115>and <00:10:39.117>not <00:10:39.119>creating

00:10:39.120 --> 00:10:41.070 align:start position:0%
<00:10:39.120>value <00:10:39.247>for <00:10:39.374>customers, <00:10:39.501>and <00:10:39.629>not <00:10:39.756>creating <00:10:39.883>throughput <00:10:40.010>for <00:10:40.138>the <00:10:40.265>business, <00:10:40.392>that <00:10:40.520>code

00:10:41.070 --> 00:10:41.080 align:start position:0%
<00:10:41.070>throughput <00:10:41.071>for <00:10:41.073>the <00:10:41.075>business, <00:10:41.077>that <00:10:41.079>code

00:10:41.080 --> 00:10:43.390 align:start position:0%
<00:10:41.080>throughput <00:10:41.187>for <00:10:41.295>the <00:10:41.403>business, <00:10:41.510>that <00:10:41.618>code <00:10:41.726>is <00:10:41.833>effectively <00:10:41.941>a <00:10:42.049>cost, <00:10:42.156>right? <00:10:42.264>So <00:10:42.372>you <00:10:42.480>see

00:10:43.390 --> 00:10:43.400 align:start position:0%
<00:10:43.390>is <00:10:43.391>effectively <00:10:43.392>a <00:10:43.393>cost, <00:10:43.395>right? <00:10:43.396>So <00:10:43.397>you <00:10:43.399>see

00:10:43.400 --> 00:10:44.990 align:start position:0%
<00:10:43.400>is <00:10:43.500>effectively <00:10:43.600>a <00:10:43.699>cost, <00:10:43.800>right? <00:10:43.900>So <00:10:44.000>you <00:10:44.100>see <00:10:44.199>this <00:10:44.300>all <00:10:44.400>through <00:10:44.500>DevOps, <00:10:44.600>right? <00:10:44.699>Why <00:10:44.800>has

00:10:44.990 --> 00:10:45.000 align:start position:0%
<00:10:44.990>this <00:10:44.991>all <00:10:44.993>through <00:10:44.994>DevOps, <00:10:44.996>right? <00:10:44.997>Why <00:10:44.999>has

00:10:45.000 --> 00:10:47.190 align:start position:0%
<00:10:45.000>this <00:10:45.100>all <00:10:45.200>through <00:10:45.300>DevOps, <00:10:45.400>right? <00:10:45.500>Why <00:10:45.600>has <00:10:45.700>there <00:10:45.800>been <00:10:45.900>such <00:10:46.000>a <00:10:46.100>focus <00:10:46.200>on <00:10:46.300>reducing <00:10:46.400>the

00:10:47.190 --> 00:10:47.200 align:start position:0%
<00:10:47.190>there <00:10:47.191>been <00:10:47.192>such <00:10:47.193>a <00:10:47.195>focus <00:10:47.196>on <00:10:47.197>reducing <00:10:47.199>the

00:10:47.200 --> 00:10:49.230 align:start position:0%
<00:10:47.200>there <00:10:47.316>been <00:10:47.433>such <00:10:47.550>a <00:10:47.666>focus <00:10:47.783>on <00:10:47.900>reducing <00:10:48.016>the <00:10:48.133>distance <00:10:48.250>between <00:10:48.366>like <00:10:48.483>hands-on <00:10:48.600>keyboard

00:10:49.230 --> 00:10:49.240 align:start position:0%
<00:10:49.230>distance <00:10:49.232>between <00:10:49.234>like <00:10:49.236>hands-on <00:10:49.239>keyboard

00:10:49.240 --> 00:10:51.110 align:start position:0%
<00:10:49.240>distance <00:10:49.395>between <00:10:49.551>like <00:10:49.706>hands-on <00:10:49.862>keyboard <00:10:50.017>writing <00:10:50.173>code <00:10:50.328>and <00:10:50.484>actually <00:10:50.640>shipping

00:10:51.110 --> 00:10:51.120 align:start position:0%
<00:10:51.110>writing <00:10:51.112>code <00:10:51.114>and <00:10:51.116>actually <00:10:51.119>shipping

00:10:51.120 --> 00:10:53.070 align:start position:0%
<00:10:51.120>writing <00:10:51.247>code <00:10:51.374>and <00:10:51.501>actually <00:10:51.629>shipping <00:10:51.756>features <00:10:51.883>out <00:10:52.010>to <00:10:52.138>production? <00:10:52.265>Why <00:10:52.392>do <00:10:52.520>we

00:10:53.070 --> 00:10:53.080 align:start position:0%
<00:10:53.070>features <00:10:53.071>out <00:10:53.073>to <00:10:53.074>production? <00:10:53.076>Why <00:10:53.077>do <00:10:53.079>we

00:10:53.080 --> 00:10:55.310 align:start position:0%
<00:10:53.080>features <00:10:53.196>out <00:10:53.313>to <00:10:53.430>production? <00:10:53.546>Why <00:10:53.663>do <00:10:53.780>we <00:10:53.896>want <00:10:54.013>to <00:10:54.130>minimize <00:10:54.246>that <00:10:54.363>distance? <00:10:54.480>Because

00:10:55.310 --> 00:10:55.320 align:start position:0%
<00:10:55.310>want <00:10:55.311>to <00:10:55.313>minimize <00:10:55.315>that <00:10:55.317>distance? <00:10:55.319>Because

00:10:55.320 --> 00:10:56.829 align:start position:0%
<00:10:55.320>want <00:10:55.443>to <00:10:55.566>minimize <00:10:55.690>that <00:10:55.813>distance? <00:10:55.937>Because <00:10:56.060>in <00:10:56.184>that <00:10:56.307>inventory <00:10:56.431>hasn't <00:10:56.554>been <00:10:56.678>converted

00:10:56.829 --> 00:10:56.839 align:start position:0%
<00:10:56.829>in <00:10:56.830>that <00:10:56.832>inventory <00:10:56.834>hasn't <00:10:56.836>been <00:10:56.838>converted

00:10:56.839 --> 00:10:58.270 align:start position:0%
<00:10:56.839>in <00:10:56.967>that <00:10:57.096>inventory <00:10:57.225>hasn't <00:10:57.354>been <00:10:57.482>converted <00:10:57.611>to <00:10:57.740>throughput <00:10:57.869>yet, <00:10:57.998>it's <00:10:58.126>effectively

00:10:58.270 --> 00:10:58.280 align:start position:0%
<00:10:58.270>to <00:10:58.272>throughput <00:10:58.274>yet, <00:10:58.276>it's <00:10:58.279>effectively

00:10:58.280 --> 00:11:00.270 align:start position:0%
<00:10:58.280>to <00:10:58.435>throughput <00:10:58.591>yet, <00:10:58.746>it's <00:10:58.902>effectively <00:10:59.057>building <00:10:59.213>cost <00:10:59.368>on <00:10:59.524>its <00:10:59.680>own.

00:11:00.270 --> 00:11:00.280 align:start position:0%
<00:11:00.270>building <00:11:00.272>cost <00:11:00.274>on <00:11:00.276>its <00:11:00.279>own.

00:11:00.280 --> 00:11:02.590 align:start position:0%
<00:11:00.280>building <00:11:00.387>cost <00:11:00.495>on <00:11:00.603>its <00:11:00.710>own. <00:11:00.818>So <00:11:00.926>really <00:11:01.033>what <00:11:01.141>we <00:11:01.249>want <00:11:01.356>to <00:11:01.464>do <00:11:01.572>is <00:11:01.680>optimize

00:11:02.590 --> 00:11:02.600 align:start position:0%
<00:11:02.590>So <00:11:02.591>really <00:11:02.592>what <00:11:02.593>we <00:11:02.594>want <00:11:02.595>to <00:11:02.596>do <00:11:02.597>is <00:11:02.599>optimize

00:11:02.600 --> 00:11:04.990 align:start position:0%
<00:11:02.600>So <00:11:02.693>really <00:11:02.786>what <00:11:02.880>we <00:11:02.973>want <00:11:03.066>to <00:11:03.160>do <00:11:03.253>is <00:11:03.346>optimize <00:11:03.440>for <00:11:03.533>the <00:11:03.626>job <00:11:03.720>of <00:11:03.813>the <00:11:03.906>machine, <00:11:04.000>creating

00:11:04.990 --> 00:11:05.000 align:start position:0%
<00:11:04.990>for <00:11:04.991>the <00:11:04.993>job <00:11:04.994>of <00:11:04.996>the <00:11:04.997>machine, <00:11:04.999>creating

00:11:05.000 --> 00:11:07.230 align:start position:0%
<00:11:05.000>for <00:11:05.107>the <00:11:05.215>job <00:11:05.323>of <00:11:05.430>the <00:11:05.538>machine, <00:11:05.646>creating <00:11:05.753>value <00:11:05.861>for <00:11:05.969>our <00:11:06.076>customers <00:11:06.184>to <00:11:06.292>make <00:11:06.400>money

00:11:07.230 --> 00:11:07.240 align:start position:0%
<00:11:07.230>value <00:11:07.231>for <00:11:07.233>our <00:11:07.234>customers <00:11:07.236>to <00:11:07.237>make <00:11:07.239>money

00:11:07.240 --> 00:11:09.110 align:start position:0%
<00:11:07.240>value <00:11:07.340>for <00:11:07.440>our <00:11:07.540>customers <00:11:07.640>to <00:11:07.740>make <00:11:07.840>money <00:11:07.940>for <00:11:08.040>the <00:11:08.140>business. <00:11:08.240>Okay, <00:11:08.340>so <00:11:08.440>that's <00:11:08.540>a <00:11:08.640>big

00:11:09.110 --> 00:11:09.120 align:start position:0%
<00:11:09.110>for <00:11:09.111>the <00:11:09.112>business. <00:11:09.113>Okay, <00:11:09.115>so <00:11:09.116>that's <00:11:09.117>a <00:11:09.119>big

00:11:09.120 --> 00:11:10.950 align:start position:0%
<00:11:09.120>for <00:11:09.236>the <00:11:09.353>business. <00:11:09.470>Okay, <00:11:09.586>so <00:11:09.703>that's <00:11:09.820>a <00:11:09.936>big <00:11:10.053>takeaway <00:11:10.170>here <00:11:10.286>is <00:11:10.403>optimizing <00:11:10.520>for

00:11:10.950 --> 00:11:10.960 align:start position:0%
<00:11:10.950>takeaway <00:11:10.952>here <00:11:10.954>is <00:11:10.956>optimizing <00:11:10.959>for

00:11:10.960 --> 00:11:13.710 align:start position:0%
<00:11:10.960>takeaway <00:11:11.076>here <00:11:11.193>is <00:11:11.310>optimizing <00:11:11.426>for <00:11:11.543>throughput. <00:11:11.660>Uh <00:11:11.776>now, <00:11:11.893>a <00:11:12.010>lot <00:11:12.126>of <00:11:12.243>this <00:11:12.360>is

00:11:13.710 --> 00:11:13.720 align:start position:0%
<00:11:13.710>throughput. <00:11:13.711>Uh <00:11:13.712>now, <00:11:13.713>a <00:11:13.715>lot <00:11:13.716>of <00:11:13.717>this <00:11:13.719>is

00:11:13.720 --> 00:11:16.510 align:start position:0%
<00:11:13.720>throughput. <00:11:13.827>Uh <00:11:13.935>now, <00:11:14.043>a <00:11:14.150>lot <00:11:14.258>of <00:11:14.366>this <00:11:14.473>is <00:11:14.581>fundamental <00:11:14.689>to <00:11:14.796>the <00:11:14.904>essence <00:11:15.012>of <00:11:15.120>DevOps.

00:11:16.510 --> 00:11:16.520 align:start position:0%
<00:11:16.510>fundamental <00:11:16.511>to <00:11:16.513>the <00:11:16.515>essence <00:11:16.517>of <00:11:16.519>DevOps.

00:11:16.520 --> 00:11:17.750 align:start position:0%
<00:11:16.520>fundamental <00:11:16.605>to <00:11:16.690>the <00:11:16.775>essence <00:11:16.860>of <00:11:16.945>DevOps. <00:11:17.030>And <00:11:17.116>and <00:11:17.201>listen, <00:11:17.286>I <00:11:17.371>come <00:11:17.456>from <00:11:17.541>I've <00:11:17.627>been

00:11:17.750 --> 00:11:17.760 align:start position:0%
<00:11:17.750>And <00:11:17.751>and <00:11:17.752>listen, <00:11:17.753>I <00:11:17.755>come <00:11:17.756>from <00:11:17.757>I've <00:11:17.759>been

00:11:17.760 --> 00:11:18.910 align:start position:0%
<00:11:17.760>And <00:11:17.846>and <00:11:17.932>listen, <00:11:18.018>I <00:11:18.105>come <00:11:18.191>from <00:11:18.277>I've <00:11:18.363>been <00:11:18.449>writing <00:11:18.536>code <00:11:18.622>professionally <00:11:18.708>since <00:11:18.795>the

00:11:18.910 --> 00:11:18.920 align:start position:0%
<00:11:18.910>writing <00:11:18.912>code <00:11:18.914>professionally <00:11:18.916>since <00:11:18.919>the

00:11:18.920 --> 00:11:21.030 align:start position:0%
<00:11:18.920>writing <00:11:19.027>code <00:11:19.135>professionally <00:11:19.243>since <00:11:19.350>the <00:11:19.458>late <00:11:19.566>'90s. <00:11:19.673>I <00:11:19.781>lived <00:11:19.889>in <00:11:19.996>a <00:11:20.104>world <00:11:20.212>where <00:11:20.319>we

00:11:21.030 --> 00:11:21.040 align:start position:0%
<00:11:21.030>late <00:11:21.031>'90s. <00:11:21.032>I <00:11:21.033>lived <00:11:21.034>in <00:11:21.035>a <00:11:21.036>world <00:11:21.037>where <00:11:21.039>we

00:11:21.040 --> 00:11:23.710 align:start position:0%
<00:11:21.040>late <00:11:21.127>'90s. <00:11:21.214>I <00:11:21.302>lived <00:11:21.390>in <00:11:21.477>a <00:11:21.564>world <00:11:21.652>where <00:11:21.740>we <00:11:21.827>would <00:11:21.915>compile <00:11:22.002>an <00:11:22.089>artifact <00:11:22.177>and <00:11:22.265>copy <00:11:22.352>it <00:11:22.439>to

00:11:23.710 --> 00:11:23.720 align:start position:0%
<00:11:23.710>would <00:11:23.711>compile <00:11:23.712>an <00:11:23.713>artifact <00:11:23.715>and <00:11:23.716>copy <00:11:23.717>it <00:11:23.719>to

00:11:23.720 --> 00:11:26.070 align:start position:0%
<00:11:23.720>would <00:11:23.813>compile <00:11:23.906>an <00:11:24.000>artifact <00:11:24.093>and <00:11:24.186>copy <00:11:24.280>it <00:11:24.373>to <00:11:24.466>a <00:11:24.560>disk <00:11:24.653>and <00:11:24.746>walk <00:11:24.840>it <00:11:24.933>to <00:11:25.026>another <00:11:25.120>building

00:11:26.070 --> 00:11:26.080 align:start position:0%
<00:11:26.070>a <00:11:26.071>disk <00:11:26.072>and <00:11:26.073>walk <00:11:26.075>it <00:11:26.076>to <00:11:26.077>another <00:11:26.079>building

00:11:26.080 --> 00:11:27.870 align:start position:0%
<00:11:26.080>a <00:11:26.167>disk <00:11:26.255>and <00:11:26.342>walk <00:11:26.430>it <00:11:26.517>to <00:11:26.605>another <00:11:26.692>building <00:11:26.780>and <00:11:26.867>hand <00:11:26.955>it <00:11:27.042>to <00:11:27.130>some <00:11:27.217>QA <00:11:27.305>person <00:11:27.392>who <00:11:27.480>would

00:11:27.870 --> 00:11:27.880 align:start position:0%
<00:11:27.870>and <00:11:27.871>hand <00:11:27.872>it <00:11:27.873>to <00:11:27.874>some <00:11:27.875>QA <00:11:27.876>person <00:11:27.877>who <00:11:27.879>would

00:11:27.880 --> 00:11:29.390 align:start position:0%
<00:11:27.880>and <00:11:27.959>hand <00:11:28.039>it <00:11:28.119>to <00:11:28.199>some <00:11:28.279>QA <00:11:28.359>person <00:11:28.439>who <00:11:28.519>would <00:11:28.599>load <00:11:28.679>it <00:11:28.759>up <00:11:28.839>on <00:11:28.919>some <00:11:28.999>test <00:11:29.079>server <00:11:29.159>that <00:11:29.239>had

00:11:29.390 --> 00:11:29.400 align:start position:0%
<00:11:29.390>load <00:11:29.391>it <00:11:29.392>up <00:11:29.393>on <00:11:29.394>some <00:11:29.395>test <00:11:29.396>server <00:11:29.397>that <00:11:29.399>had

00:11:29.400 --> 00:11:31.270 align:start position:0%
<00:11:29.400>load <00:11:29.500>it <00:11:29.600>up <00:11:29.699>on <00:11:29.800>some <00:11:29.900>test <00:11:30.000>server <00:11:30.100>that <00:11:30.199>had <00:11:30.300>no <00:11:30.400>feature <00:11:30.500>parity <00:11:30.600>to <00:11:30.699>the <00:11:30.800>workstation

00:11:31.270 --> 00:11:31.280 align:start position:0%
<00:11:31.270>no <00:11:31.271>feature <00:11:31.273>parity <00:11:31.275>to <00:11:31.277>the <00:11:31.279>workstation

00:11:31.280 --> 00:11:33.030 align:start position:0%
<00:11:31.280>no <00:11:31.380>feature <00:11:31.480>parity <00:11:31.579>to <00:11:31.680>the <00:11:31.780>workstation <00:11:31.880>that <00:11:31.980>I <00:11:32.079>built <00:11:32.180>it <00:11:32.280>on. <00:11:32.380>Like <00:11:32.480>I <00:11:32.579>came <00:11:32.680>from

00:11:33.030 --> 00:11:33.040 align:start position:0%
<00:11:33.030>that <00:11:33.031>I <00:11:33.032>built <00:11:33.033>it <00:11:33.034>on. <00:11:33.035>Like <00:11:33.036>I <00:11:33.037>came <00:11:33.039>from

00:11:33.040 --> 00:11:34.710 align:start position:0%
<00:11:33.040>that <00:11:33.133>I <00:11:33.226>built <00:11:33.319>it <00:11:33.413>on. <00:11:33.506>Like <00:11:33.599>I <00:11:33.693>came <00:11:33.786>from <00:11:33.880>before <00:11:33.973>that <00:11:34.066>world. <00:11:34.160>DevOps <00:11:34.253>has <00:11:34.346>helped <00:11:34.439>us

00:11:34.710 --> 00:11:34.720 align:start position:0%
<00:11:34.710>before <00:11:34.711>that <00:11:34.713>world. <00:11:34.714>DevOps <00:11:34.716>has <00:11:34.717>helped <00:11:34.719>us

00:11:34.720 --> 00:11:36.430 align:start position:0%
<00:11:34.720>before <00:11:34.820>that <00:11:34.920>world. <00:11:35.020>DevOps <00:11:35.120>has <00:11:35.220>helped <00:11:35.320>us <00:11:35.420>with <00:11:35.520>a <00:11:35.620>lot <00:11:35.720>of <00:11:35.820>things. <00:11:35.920>It's <00:11:36.020>helped <00:11:36.120>us

00:11:36.430 --> 00:11:36.440 align:start position:0%
<00:11:36.430>with <00:11:36.431>a <00:11:36.432>lot <00:11:36.433>of <00:11:36.435>things. <00:11:36.436>It's <00:11:36.437>helped <00:11:36.439>us

00:11:36.440 --> 00:11:38.590 align:start position:0%
<00:11:36.440>with <00:11:36.567>a <00:11:36.694>lot <00:11:36.821>of <00:11:36.949>things. <00:11:37.076>It's <00:11:37.203>helped <00:11:37.330>us <00:11:37.458>with <00:11:37.585>software <00:11:37.712>delivery. <00:11:37.840>Um

00:11:38.590 --> 00:11:38.600 align:start position:0%
<00:11:38.590>with <00:11:38.593>software <00:11:38.596>delivery. <00:11:38.599>Um

00:11:38.600 --> 00:11:40.470 align:start position:0%
<00:11:38.600>with <00:11:38.716>software <00:11:38.833>delivery. <00:11:38.950>Um <00:11:39.066>and <00:11:39.183>and <00:11:39.300>this <00:11:39.416>is <00:11:39.533>the <00:11:39.650>first <00:11:39.766>DevOps <00:11:39.883>Days <00:11:40.000>in

00:11:40.470 --> 00:11:40.480 align:start position:0%
<00:11:40.470>and <00:11:40.471>and <00:11:40.472>this <00:11:40.473>is <00:11:40.474>the <00:11:40.475>first <00:11:40.476>DevOps <00:11:40.477>Days <00:11:40.479>in

00:11:40.480 --> 00:11:41.950 align:start position:0%
<00:11:40.480>and <00:11:40.574>and <00:11:40.669>this <00:11:40.763>is <00:11:40.858>the <00:11:40.952>first <00:11:41.047>DevOps <00:11:41.141>Days <00:11:41.236>in <00:11:41.330>in <00:11:41.425>Ghent, <00:11:41.519>Belgium, <00:11:41.614>where <00:11:41.708>Patrick <00:11:41.803>Debois

00:11:41.950 --> 00:11:41.960 align:start position:0%
<00:11:41.950>in <00:11:41.951>Ghent, <00:11:41.953>Belgium, <00:11:41.955>where <00:11:41.957>Patrick <00:11:41.959>Debois

00:11:41.960 --> 00:11:43.790 align:start position:0%
<00:11:41.960>in <00:11:42.067>Ghent, <00:11:42.175>Belgium, <00:11:42.283>where <00:11:42.390>Patrick <00:11:42.498>Debois <00:11:42.606>would <00:11:42.713>first <00:11:42.821>use <00:11:42.929>the <00:11:43.036>term <00:11:43.144>DevOps, <00:11:43.252>but <00:11:43.360>I

00:11:43.790 --> 00:11:43.800 align:start position:0%
<00:11:43.790>would <00:11:43.791>first <00:11:43.792>use <00:11:43.793>the <00:11:43.795>term <00:11:43.796>DevOps, <00:11:43.797>but <00:11:43.799>I

00:11:43.800 --> 00:11:44.910 align:start position:0%
<00:11:43.800>would <00:11:43.876>first <00:11:43.953>use <00:11:44.030>the <00:11:44.107>term <00:11:44.184>DevOps, <00:11:44.261>but <00:11:44.337>I <00:11:44.414>just <00:11:44.491>need <00:11:44.568>it's <00:11:44.645>important <00:11:44.722>to <00:11:44.799>pay

00:11:44.910 --> 00:11:44.920 align:start position:0%
<00:11:44.910>just <00:11:44.911>need <00:11:44.913>it's <00:11:44.915>important <00:11:44.917>to <00:11:44.919>pay

00:11:44.920 --> 00:11:47.070 align:start position:0%
<00:11:44.920>just <00:11:45.036>need <00:11:45.153>it's <00:11:45.270>important <00:11:45.386>to <00:11:45.503>pay <00:11:45.620>attention <00:11:45.736>to <00:11:45.853>the <00:11:45.969>date <00:11:46.086>here, <00:11:46.203>which <00:11:46.319>is

00:11:47.070 --> 00:11:47.080 align:start position:0%
<00:11:47.070>attention <00:11:47.071>to <00:11:47.073>the <00:11:47.074>date <00:11:47.076>here, <00:11:47.077>which <00:11:47.079>is

00:11:47.080 --> 00:11:50.030 align:start position:0%
<00:11:47.080>attention <00:11:47.180>to <00:11:47.280>the <00:11:47.380>date <00:11:47.480>here, <00:11:47.580>which <00:11:47.680>is <00:11:47.780>2009. <00:11:47.880>All <00:11:47.980>right, <00:11:48.080>it <00:11:48.180>was <00:11:48.280>17 <00:11:48.380>years <00:11:48.480>ago.

00:11:50.030 --> 00:11:50.040 align:start position:0%
<00:11:50.030>2009. <00:11:50.031>All <00:11:50.032>right, <00:11:50.033>it <00:11:50.035>was <00:11:50.036>17 <00:11:50.037>years <00:11:50.039>ago.

00:11:50.040 --> 00:11:51.550 align:start position:0%
<00:11:50.040>2009. <00:11:50.124>All <00:11:50.209>right, <00:11:50.294>it <00:11:50.379>was <00:11:50.464>17 <00:11:50.549>years <00:11:50.634>ago. <00:11:50.719>That's <00:11:50.804>not <00:11:50.889>to <00:11:50.974>say <00:11:51.059>that <00:11:51.144>DevOps <00:11:51.229>is <00:11:51.314>bad <00:11:51.399>or

00:11:51.550 --> 00:11:51.560 align:start position:0%
<00:11:51.550>That's <00:11:51.551>not <00:11:51.552>to <00:11:51.553>say <00:11:51.554>that <00:11:51.555>DevOps <00:11:51.556>is <00:11:51.557>bad <00:11:51.559>or

00:11:51.560 --> 00:11:52.790 align:start position:0%
<00:11:51.560>That's <00:11:51.629>not <00:11:51.698>to <00:11:51.767>say <00:11:51.836>that <00:11:51.905>DevOps <00:11:51.975>is <00:11:52.044>bad <00:11:52.113>or <00:11:52.182>dead <00:11:52.251>or <00:11:52.321>any <00:11:52.390>of <00:11:52.459>those <00:11:52.528>things. <00:11:52.597>It's <00:11:52.666>it's

00:11:52.790 --> 00:11:52.800 align:start position:0%
<00:11:52.790>dead <00:11:52.791>or <00:11:52.792>any <00:11:52.793>of <00:11:52.795>those <00:11:52.796>things. <00:11:52.797>It's <00:11:52.799>it's

00:11:52.800 --> 00:11:54.270 align:start position:0%
<00:11:52.800>dead <00:11:52.901>or <00:11:53.003>any <00:11:53.105>of <00:11:53.207>those <00:11:53.308>things. <00:11:53.410>It's <00:11:53.512>it's <00:11:53.614>absolutely <00:11:53.715>not. <00:11:53.817>It's <00:11:53.919>just <00:11:54.021>that <00:11:54.122>we've

00:11:54.270 --> 00:11:54.280 align:start position:0%
<00:11:54.270>absolutely <00:11:54.271>not. <00:11:54.273>It's <00:11:54.275>just <00:11:54.277>that <00:11:54.279>we've

00:11:54.280 --> 00:11:56.030 align:start position:0%
<00:11:54.280>absolutely <00:11:54.407>not. <00:11:54.534>It's <00:11:54.661>just <00:11:54.789>that <00:11:54.916>we've <00:11:55.043>continued <00:11:55.170>to <00:11:55.298>evolve <00:11:55.425>our <00:11:55.552>thinking <00:11:55.680>past

00:11:56.030 --> 00:11:56.040 align:start position:0%
<00:11:56.030>continued <00:11:56.031>to <00:11:56.033>evolve <00:11:56.035>our <00:11:56.037>thinking <00:11:56.039>past

00:11:56.040 --> 00:11:58.390 align:start position:0%
<00:11:56.040>continued <00:11:56.167>to <00:11:56.294>evolve <00:11:56.421>our <00:11:56.549>thinking <00:11:56.676>past <00:11:56.803>that <00:11:56.930>point. <00:11:57.058>So, <00:11:57.185>how <00:11:57.312>have <00:11:57.439>productivity

00:11:58.390 --> 00:11:58.400 align:start position:0%
<00:11:58.390>that <00:11:58.391>point. <00:11:58.393>So, <00:11:58.395>how <00:11:58.397>have <00:11:58.399>productivity

00:11:58.400 --> 00:12:01.710 align:start position:0%
<00:11:58.400>that <00:11:58.527>point. <00:11:58.654>So, <00:11:58.781>how <00:11:58.909>have <00:11:59.036>productivity <00:11:59.163>metrics <00:11:59.290>evolved <00:11:59.418>alongside <00:11:59.545>these <00:11:59.672>types <00:11:59.800>of

00:12:01.710 --> 00:12:01.720 align:start position:0%
<00:12:01.710>metrics <00:12:01.711>evolved <00:12:01.713>alongside <00:12:01.715>these <00:12:01.717>types <00:12:01.719>of

00:12:01.720 --> 00:12:03.630 align:start position:0%
<00:12:01.720>metrics <00:12:01.860>evolved <00:12:02.000>alongside <00:12:02.140>these <00:12:02.280>types <00:12:02.420>of <00:12:02.560>practices? <00:12:02.700>Well, <00:12:02.840>of <00:12:02.980>course, <00:12:03.120>DORA

00:12:03.630 --> 00:12:03.640 align:start position:0%
<00:12:03.630>practices? <00:12:03.632>Well, <00:12:03.634>of <00:12:03.636>course, <00:12:03.639>DORA

00:12:03.640 --> 00:12:05.190 align:start position:0%
<00:12:03.640>practices? <00:12:03.795>Well, <00:12:03.950>of <00:12:04.105>course, <00:12:04.260>DORA <00:12:04.415>metrics. <00:12:04.570>Who's <00:12:04.725>familiar <00:12:04.880>with <00:12:05.035>DORA

00:12:05.190 --> 00:12:05.200 align:start position:0%
<00:12:05.190>metrics. <00:12:05.192>Who's <00:12:05.194>familiar <00:12:05.196>with <00:12:05.199>DORA

00:12:05.200 --> 00:12:07.870 align:start position:0%
<00:12:05.200>metrics. <00:12:05.327>Who's <00:12:05.454>familiar <00:12:05.581>with <00:12:05.709>DORA <00:12:05.836>metrics? <00:12:05.963>All <00:12:06.090>right, <00:12:06.218>most <00:12:06.345>of <00:12:06.472>you. <00:12:06.600>Great.

00:12:07.870 --> 00:12:07.880 align:start position:0%
<00:12:07.870>metrics? <00:12:07.871>All <00:12:07.873>right, <00:12:07.874>most <00:12:07.876>of <00:12:07.877>you. <00:12:07.879>Great.

00:12:07.880 --> 00:12:09.670 align:start position:0%
<00:12:07.880>metrics? <00:12:07.980>All <00:12:08.080>right, <00:12:08.180>most <00:12:08.280>of <00:12:08.380>you. <00:12:08.480>Great. <00:12:08.580>First <00:12:08.680>on <00:12:08.780>the <00:12:08.880>scene <00:12:08.980>to <00:12:09.080>sort <00:12:09.180>of <00:12:09.280>start

00:12:09.670 --> 00:12:09.680 align:start position:0%
<00:12:09.670>First <00:12:09.671>on <00:12:09.672>the <00:12:09.673>scene <00:12:09.675>to <00:12:09.676>sort <00:12:09.677>of <00:12:09.679>start

00:12:09.680 --> 00:12:12.150 align:start position:0%
<00:12:09.680>First <00:12:09.780>on <00:12:09.880>the <00:12:09.979>scene <00:12:10.079>to <00:12:10.180>sort <00:12:10.280>of <00:12:10.380>start <00:12:10.479>measuring <00:12:10.579>uh <00:12:10.680>the <00:12:10.780>way <00:12:10.880>that <00:12:10.979>DevOps <00:12:11.079>was

00:12:12.150 --> 00:12:12.160 align:start position:0%
<00:12:12.150>measuring <00:12:12.151>uh <00:12:12.153>the <00:12:12.154>way <00:12:12.156>that <00:12:12.157>DevOps <00:12:12.159>was

00:12:12.160 --> 00:12:14.030 align:start position:0%
<00:12:12.160>measuring <00:12:12.260>uh <00:12:12.360>the <00:12:12.459>way <00:12:12.560>that <00:12:12.660>DevOps <00:12:12.760>was <00:12:12.860>impacting <00:12:12.959>uh <00:12:13.060>the <00:12:13.160>way <00:12:13.260>that <00:12:13.360>we <00:12:13.459>can <00:12:13.560>deliver

00:12:14.030 --> 00:12:14.040 align:start position:0%
<00:12:14.030>impacting <00:12:14.031>uh <00:12:14.032>the <00:12:14.033>way <00:12:14.035>that <00:12:14.036>we <00:12:14.037>can <00:12:14.039>deliver

00:12:14.040 --> 00:12:15.910 align:start position:0%
<00:12:14.040>impacting <00:12:14.140>uh <00:12:14.240>the <00:12:14.339>way <00:12:14.439>that <00:12:14.540>we <00:12:14.640>can <00:12:14.740>deliver <00:12:14.839>software. <00:12:14.939>And <00:12:15.040>these <00:12:15.140>metrics <00:12:15.240>are <00:12:15.339>are <00:12:15.439>are

00:12:15.910 --> 00:12:15.920 align:start position:0%
<00:12:15.910>software. <00:12:15.911>And <00:12:15.913>these <00:12:15.914>metrics <00:12:15.915>are <00:12:15.917>are <00:12:15.919>are

00:12:15.920 --> 00:12:17.750 align:start position:0%
<00:12:15.920>software. <00:12:16.027>And <00:12:16.135>these <00:12:16.243>metrics <00:12:16.350>are <00:12:16.458>are <00:12:16.566>are <00:12:16.673>truly <00:12:16.781>amazing. <00:12:16.889>I <00:12:16.996>mean, <00:12:17.104>there's <00:12:17.212>so <00:12:17.319>many

00:12:17.750 --> 00:12:17.760 align:start position:0%
<00:12:17.750>truly <00:12:17.751>amazing. <00:12:17.753>I <00:12:17.754>mean, <00:12:17.756>there's <00:12:17.757>so <00:12:17.759>many

00:12:17.760 --> 00:12:19.830 align:start position:0%
<00:12:17.760>truly <00:12:17.876>amazing. <00:12:17.993>I <00:12:18.110>mean, <00:12:18.226>there's <00:12:18.343>so <00:12:18.460>many <00:12:18.576>different <00:12:18.693>stories <00:12:18.810>that <00:12:18.926>you <00:12:19.043>can <00:12:19.160>distill

00:12:19.830 --> 00:12:19.840 align:start position:0%
<00:12:19.830>different <00:12:19.831>stories <00:12:19.833>that <00:12:19.835>you <00:12:19.837>can <00:12:19.839>distill

00:12:19.840 --> 00:12:22.910 align:start position:0%
<00:12:19.840>different <00:12:19.940>stories <00:12:20.040>that <00:12:20.140>you <00:12:20.240>can <00:12:20.340>distill <00:12:20.440>just <00:12:20.540>from <00:12:20.640>these <00:12:20.740>few <00:12:20.840>uh <00:12:20.940>like <00:12:21.040>four <00:12:21.140>key <00:12:21.240>uh

00:12:22.910 --> 00:12:22.920 align:start position:0%
<00:12:22.910>just <00:12:22.911>from <00:12:22.912>these <00:12:22.913>few <00:12:22.914>uh <00:12:22.915>like <00:12:22.916>four <00:12:22.917>key <00:12:22.919>uh

00:12:22.920 --> 00:12:24.710 align:start position:0%
<00:12:22.920>just <00:12:23.027>from <00:12:23.135>these <00:12:23.243>few <00:12:23.350>uh <00:12:23.458>like <00:12:23.566>four <00:12:23.673>key <00:12:23.781>uh <00:12:23.889>numbers. <00:12:23.996>Like <00:12:24.104>deployment <00:12:24.212>frequency, <00:12:24.319>for

00:12:24.710 --> 00:12:24.720 align:start position:0%
<00:12:24.710>numbers. <00:12:24.712>Like <00:12:24.714>deployment <00:12:24.716>frequency, <00:12:24.719>for

00:12:24.720 --> 00:12:25.750 align:start position:0%
<00:12:24.720>numbers. <00:12:24.905>Like <00:12:25.090>deployment <00:12:25.276>frequency, <00:12:25.461>for <00:12:25.647>instance.

00:12:25.750 --> 00:12:25.760 align:start position:0%
instance.

00:12:25.760 --> 00:12:28.550 align:start position:0%
<00:12:25.760>instance. <00:12:25.935>It's <00:12:26.110>not <00:12:26.285>that <00:12:26.460>we <00:12:26.635>have <00:12:26.810>to <00:12:26.985>deploy <00:12:27.160>500

00:12:28.550 --> 00:12:28.560 align:start position:0%
<00:12:28.550>It's <00:12:28.551>not <00:12:28.552>that <00:12:28.553>we <00:12:28.555>have <00:12:28.556>to <00:12:28.557>deploy <00:12:28.559>500

00:12:28.560 --> 00:12:32.430 align:start position:0%
<00:12:28.560>It's <00:12:28.647>not <00:12:28.734>that <00:12:28.822>we <00:12:28.910>have <00:12:28.997>to <00:12:29.084>deploy <00:12:29.172>500 <00:12:29.260>times <00:12:29.347>a <00:12:29.435>day. <00:12:29.522>It's <00:12:29.609>that <00:12:29.697>we <00:12:29.785>can <00:12:29.872>deploy <00:12:29.959>500

00:12:32.430 --> 00:12:32.440 align:start position:0%
<00:12:32.430>times <00:12:32.431>a <00:12:32.432>day. <00:12:32.433>It's <00:12:32.434>that <00:12:32.435>we <00:12:32.436>can <00:12:32.437>deploy <00:12:32.439>500

00:12:32.440 --> 00:12:34.310 align:start position:0%
<00:12:32.440>times <00:12:32.527>a <00:12:32.615>day. <00:12:32.702>It's <00:12:32.790>that <00:12:32.877>we <00:12:32.965>can <00:12:33.052>deploy <00:12:33.140>500 <00:12:33.227>times <00:12:33.315>a <00:12:33.402>day. <00:12:33.490>And <00:12:33.577>how <00:12:33.665>different <00:12:33.752>is <00:12:33.840>an

00:12:34.310 --> 00:12:34.320 align:start position:0%
<00:12:34.310>times <00:12:34.311>a <00:12:34.312>day. <00:12:34.313>And <00:12:34.315>how <00:12:34.316>different <00:12:34.317>is <00:12:34.319>an

00:12:34.320 --> 00:12:36.430 align:start position:0%
<00:12:34.320>times <00:12:34.436>a <00:12:34.553>day. <00:12:34.670>And <00:12:34.786>how <00:12:34.903>different <00:12:35.020>is <00:12:35.136>an <00:12:35.253>engineering <00:12:35.370>organization <00:12:35.486>that <00:12:35.603>has <00:12:35.720>the

00:12:36.430 --> 00:12:36.440 align:start position:0%
<00:12:36.430>engineering <00:12:36.432>organization <00:12:36.434>that <00:12:36.436>has <00:12:36.439>the

00:12:36.440 --> 00:12:39.790 align:start position:0%
<00:12:36.440>engineering <00:12:36.556>organization <00:12:36.673>that <00:12:36.790>has <00:12:36.906>the <00:12:37.023>agility <00:12:37.140>to <00:12:37.256>deploy <00:12:37.373>500 <00:12:37.490>times <00:12:37.606>a <00:12:37.723>day <00:12:37.840>versus

00:12:39.790 --> 00:12:39.800 align:start position:0%
<00:12:39.790>agility <00:12:39.791>to <00:12:39.792>deploy <00:12:39.793>500 <00:12:39.795>times <00:12:39.796>a <00:12:39.797>day <00:12:39.799>versus

00:12:39.800 --> 00:12:42.070 align:start position:0%
<00:12:39.800>agility <00:12:39.893>to <00:12:39.986>deploy <00:12:40.079>500 <00:12:40.173>times <00:12:40.266>a <00:12:40.359>day <00:12:40.453>versus <00:12:40.546>once <00:12:40.640>on <00:12:40.733>a <00:12:40.826>2-week <00:12:40.920>cycle <00:12:41.013>or <00:12:41.106>a <00:12:41.199>quarterly

00:12:42.070 --> 00:12:42.080 align:start position:0%
<00:12:42.070>once <00:12:42.071>on <00:12:42.072>a <00:12:42.073>2-week <00:12:42.075>cycle <00:12:42.076>or <00:12:42.077>a <00:12:42.079>quarterly

00:12:42.080 --> 00:12:43.790 align:start position:0%
<00:12:42.080>once <00:12:42.180>on <00:12:42.280>a <00:12:42.380>2-week <00:12:42.480>cycle <00:12:42.580>or <00:12:42.680>a <00:12:42.780>quarterly <00:12:42.880>cycle, <00:12:42.980>right? <00:12:43.080>Well, <00:12:43.180>how <00:12:43.280>many <00:12:43.380>dozens <00:12:43.480>of

00:12:43.790 --> 00:12:43.800 align:start position:0%
<00:12:43.790>cycle, <00:12:43.791>right? <00:12:43.793>Well, <00:12:43.794>how <00:12:43.795>many <00:12:43.797>dozens <00:12:43.799>of

00:12:43.800 --> 00:12:45.910 align:start position:0%
<00:12:43.800>cycle, <00:12:43.900>right? <00:12:44.000>Well, <00:12:44.099>how <00:12:44.199>many <00:12:44.300>dozens <00:12:44.400>of <00:12:44.500>things <00:12:44.599>does <00:12:44.699>that <00:12:44.800>say <00:12:44.900>about <00:12:45.000>the <00:12:45.099>health <00:12:45.199>of

00:12:45.910 --> 00:12:45.920 align:start position:0%
<00:12:45.910>things <00:12:45.911>does <00:12:45.912>that <00:12:45.913>say <00:12:45.915>about <00:12:45.916>the <00:12:45.917>health <00:12:45.919>of

00:12:45.920 --> 00:12:47.710 align:start position:0%
<00:12:45.920>things <00:12:46.047>does <00:12:46.174>that <00:12:46.301>say <00:12:46.429>about <00:12:46.556>the <00:12:46.683>health <00:12:46.810>of <00:12:46.938>that <00:12:47.065>engineering <00:12:47.192>organization? <00:12:47.319>Change

00:12:47.710 --> 00:12:47.720 align:start position:0%
<00:12:47.710>that <00:12:47.713>engineering <00:12:47.716>organization? <00:12:47.719>Change

00:12:47.720 --> 00:12:49.150 align:start position:0%
<00:12:47.720>that <00:12:47.837>engineering <00:12:47.954>organization? <00:12:48.071>Change <00:12:48.188>failure <00:12:48.305>rate. <00:12:48.422>Yeah, <00:12:48.539>how <00:12:48.656>often <00:12:48.773>do <00:12:48.890>we <00:12:49.007>try

00:12:49.150 --> 00:12:49.160 align:start position:0%
<00:12:49.150>failure <00:12:49.151>rate. <00:12:49.152>Yeah, <00:12:49.153>how <00:12:49.155>often <00:12:49.156>do <00:12:49.157>we <00:12:49.159>try

00:12:49.160 --> 00:12:51.990 align:start position:0%
<00:12:49.160>failure <00:12:49.260>rate. <00:12:49.360>Yeah, <00:12:49.459>how <00:12:49.560>often <00:12:49.660>do <00:12:49.760>we <00:12:49.860>try <00:12:49.959>to <00:12:50.060>ship <00:12:50.160>value <00:12:50.260>are <00:12:50.360>we <00:12:50.459>breaking <00:12:50.560>something?

00:12:51.990 --> 00:12:52.000 align:start position:0%
<00:12:51.990>to <00:12:51.991>ship <00:12:51.993>value <00:12:51.994>are <00:12:51.996>we <00:12:51.997>breaking <00:12:51.999>something?

00:12:52.000 --> 00:12:54.150 align:start position:0%
<00:12:52.000>to <00:12:52.093>ship <00:12:52.186>value <00:12:52.280>are <00:12:52.373>we <00:12:52.466>breaking <00:12:52.560>something? <00:12:52.653>Right? <00:12:52.746>How <00:12:52.840>How <00:12:52.933>often <00:12:53.026>did <00:12:53.120>when <00:12:53.213>we <00:12:53.306>did <00:12:53.400>we

00:12:54.150 --> 00:12:54.160 align:start position:0%
<00:12:54.150>Right? <00:12:54.151>How <00:12:54.152>How <00:12:54.153>often <00:12:54.154>did <00:12:54.155>when <00:12:54.156>we <00:12:54.157>did <00:12:54.159>we

00:12:54.160 --> 00:12:55.270 align:start position:0%
<00:12:54.160>Right? <00:12:54.226>How <00:12:54.293>How <00:12:54.359>often <00:12:54.426>did <00:12:54.492>when <00:12:54.559>we <00:12:54.626>did <00:12:54.692>we <00:12:54.759>actually <00:12:54.826>trying <00:12:54.892>to <00:12:54.959>ship <00:12:55.025>a <00:12:55.092>new <00:12:55.159>feature,

00:12:55.270 --> 00:12:55.280 align:start position:0%
<00:12:55.270>actually <00:12:55.271>trying <00:12:55.273>to <00:12:55.274>ship <00:12:55.276>a <00:12:55.277>new <00:12:55.279>feature,

00:12:55.280 --> 00:12:56.829 align:start position:0%
<00:12:55.280>actually <00:12:55.387>trying <00:12:55.494>to <00:12:55.601>ship <00:12:55.708>a <00:12:55.816>new <00:12:55.923>feature, <00:12:56.030>does <00:12:56.137>that <00:12:56.245>cause <00:12:56.352>some <00:12:56.459>some <00:12:56.566>bug, <00:12:56.674>right?

00:12:56.829 --> 00:12:56.839 align:start position:0%
<00:12:56.829>does <00:12:56.830>that <00:12:56.832>cause <00:12:56.833>some <00:12:56.834>some <00:12:56.836>bug, <00:12:56.838>right?

00:12:56.839 --> 00:12:58.710 align:start position:0%
<00:12:56.839>does <00:12:56.939>that <00:12:57.039>cause <00:12:57.138>some <00:12:57.238>some <00:12:57.339>bug, <00:12:57.439>right? <00:12:57.539>That <00:12:57.638>tells <00:12:57.738>us <00:12:57.839>a <00:12:57.939>ton <00:12:58.039>about <00:12:58.138>our <00:12:58.238>quality

00:12:58.710 --> 00:12:58.720 align:start position:0%
<00:12:58.710>That <00:12:58.711>tells <00:12:58.712>us <00:12:58.713>a <00:12:58.715>ton <00:12:58.716>about <00:12:58.717>our <00:12:58.719>quality

00:12:58.720 --> 00:13:00.030 align:start position:0%
<00:12:58.720>That <00:12:58.798>tells <00:12:58.877>us <00:12:58.955>a <00:12:59.034>ton <00:12:59.113>about <00:12:59.191>our <00:12:59.270>quality <00:12:59.348>gates. <00:12:59.427>It <00:12:59.506>tells <00:12:59.584>us <00:12:59.663>a <00:12:59.741>lot <00:12:59.820>about <00:12:59.899>the

00:13:00.030 --> 00:13:00.040 align:start position:0%
<00:13:00.030>gates. <00:13:00.031>It <00:13:00.032>tells <00:13:00.033>us <00:13:00.035>a <00:13:00.036>lot <00:13:00.037>about <00:13:00.039>the

00:13:00.040 --> 00:13:00.990 align:start position:0%
<00:13:00.040>gates. <00:13:00.105>It <00:13:00.171>tells <00:13:00.237>us <00:13:00.303>a <00:13:00.368>lot <00:13:00.434>about <00:13:00.500>the <00:13:00.566>quality <00:13:00.631>of <00:13:00.697>the <00:13:00.763>software <00:13:00.829>that <00:13:00.895>we're

00:13:00.990 --> 00:13:01.000 align:start position:0%
<00:13:00.990>quality <00:13:00.991>of <00:13:00.993>the <00:13:00.995>software <00:13:00.997>that <00:13:00.999>we're

00:13:01.000 --> 00:13:02.670 align:start position:0%
<00:13:01.000>quality <00:13:01.100>of <00:13:01.200>the <00:13:01.300>software <00:13:01.400>that <00:13:01.500>we're <00:13:01.600>pushing <00:13:01.700>out <00:13:01.800>of <00:13:01.900>the <00:13:02.000>door <00:13:02.100>uh <00:13:02.200>right <00:13:02.300>at <00:13:02.400>the

00:13:02.670 --> 00:13:02.680 align:start position:0%
<00:13:02.670>pushing <00:13:02.671>out <00:13:02.672>of <00:13:02.673>the <00:13:02.674>door <00:13:02.675>uh <00:13:02.676>right <00:13:02.677>at <00:13:02.679>the

00:13:02.680 --> 00:13:05.910 align:start position:0%
<00:13:02.680>pushing <00:13:02.780>out <00:13:02.880>of <00:13:02.979>the <00:13:03.079>door <00:13:03.180>uh <00:13:03.280>right <00:13:03.380>at <00:13:03.479>the <00:13:03.579>beginning. <00:13:03.680>So, <00:13:03.780>so <00:13:03.880>very <00:13:03.979>powerful <00:13:04.079>metrics.

00:13:05.910 --> 00:13:05.920 align:start position:0%
<00:13:05.910>beginning. <00:13:05.911>So, <00:13:05.913>so <00:13:05.915>very <00:13:05.917>powerful <00:13:05.919>metrics.

00:13:05.920 --> 00:13:07.470 align:start position:0%
<00:13:05.920>beginning. <00:13:06.027>So, <00:13:06.134>so <00:13:06.241>very <00:13:06.349>powerful <00:13:06.456>metrics. <00:13:06.563>Most <00:13:06.671>of <00:13:06.778>you <00:13:06.885>are <00:13:06.993>sitting <00:13:07.100>down. <00:13:07.207>There's <00:13:07.315>a

00:13:07.470 --> 00:13:07.480 align:start position:0%
<00:13:07.470>Most <00:13:07.471>of <00:13:07.472>you <00:13:07.473>are <00:13:07.475>sitting <00:13:07.476>down. <00:13:07.477>There's <00:13:07.479>a

00:13:07.480 --> 00:13:08.870 align:start position:0%
<00:13:07.480>Most <00:13:07.558>of <00:13:07.636>you <00:13:07.714>are <00:13:07.792>sitting <00:13:07.870>down. <00:13:07.949>There's <00:13:08.027>a <00:13:08.105>few <00:13:08.183>people <00:13:08.261>in <00:13:08.340>the <00:13:08.418>back. <00:13:08.496>I <00:13:08.574>do <00:13:08.652>like <00:13:08.731>to

00:13:08.870 --> 00:13:08.880 align:start position:0%
<00:13:08.870>few <00:13:08.871>people <00:13:08.872>in <00:13:08.873>the <00:13:08.874>back. <00:13:08.875>I <00:13:08.876>do <00:13:08.877>like <00:13:08.879>to

00:13:08.880 --> 00:13:10.190 align:start position:0%
<00:13:08.880>few <00:13:08.958>people <00:13:09.037>in <00:13:09.115>the <00:13:09.194>back. <00:13:09.273>I <00:13:09.351>do <00:13:09.430>like <00:13:09.508>to <00:13:09.587>remind <00:13:09.666>people <00:13:09.744>that <00:13:09.823>these <00:13:09.901>metrics <00:13:09.980>are <00:13:10.059>now

00:13:10.190 --> 00:13:10.200 align:start position:0%
<00:13:10.190>remind <00:13:10.191>people <00:13:10.193>that <00:13:10.194>these <00:13:10.196>metrics <00:13:10.197>are <00:13:10.199>now

00:13:10.200 --> 00:13:12.030 align:start position:0%
<00:13:10.200>remind <00:13:10.355>people <00:13:10.511>that <00:13:10.666>these <00:13:10.822>metrics <00:13:10.977>are <00:13:11.133>now <00:13:11.288>11 <00:13:11.444>years <00:13:11.600>old.

00:13:12.030 --> 00:13:12.040 align:start position:0%
<00:13:12.030>11 <00:13:12.034>years <00:13:12.039>old.

00:13:12.040 --> 00:13:14.670 align:start position:0%
<00:13:12.040>11 <00:13:12.195>years <00:13:12.351>old. <00:13:12.506>Right? <00:13:12.662>Again, <00:13:12.817>not <00:13:12.973>that <00:13:13.128>that's <00:13:13.284>bad. <00:13:13.439>It's

00:13:14.670 --> 00:13:14.680 align:start position:0%
<00:13:14.670>Right? <00:13:14.671>Again, <00:13:14.673>not <00:13:14.674>that <00:13:14.675>that's <00:13:14.677>bad. <00:13:14.679>It's

00:13:14.680 --> 00:13:16.150 align:start position:0%
<00:13:14.680>Right? <00:13:14.781>Again, <00:13:14.883>not <00:13:14.985>that <00:13:15.087>that's <00:13:15.188>bad. <00:13:15.290>It's <00:13:15.392>just <00:13:15.494>that <00:13:15.595>we've <00:13:15.697>continued <00:13:15.799>to <00:13:15.901>evolve <00:13:16.002>our

00:13:16.150 --> 00:13:16.160 align:start position:0%
<00:13:16.150>just <00:13:16.151>that <00:13:16.153>we've <00:13:16.154>continued <00:13:16.156>to <00:13:16.157>evolve <00:13:16.159>our

00:13:16.160 --> 00:13:18.270 align:start position:0%
<00:13:16.160>just <00:13:16.300>that <00:13:16.439>we've <00:13:16.579>continued <00:13:16.719>to <00:13:16.860>evolve <00:13:17.000>our <00:13:17.140>thinking <00:13:17.280>past <00:13:17.420>that <00:13:17.560>point.

00:13:18.270 --> 00:13:18.280 align:start position:0%
<00:13:18.270>thinking <00:13:18.273>past <00:13:18.276>that <00:13:18.279>point.

00:13:18.280 --> 00:13:19.550 align:start position:0%
<00:13:18.280>thinking <00:13:18.394>past <00:13:18.508>that <00:13:18.622>point. <00:13:18.737>Now, <00:13:18.851>of <00:13:18.965>course, <00:13:19.080>these <00:13:19.194>metrics <00:13:19.308>would <00:13:19.423>be

00:13:19.550 --> 00:13:19.560 align:start position:0%
<00:13:19.550>Now, <00:13:19.551>of <00:13:19.553>course, <00:13:19.554>these <00:13:19.555>metrics <00:13:19.557>would <00:13:19.559>be

00:13:19.560 --> 00:13:22.910 align:start position:0%
<00:13:19.560>Now, <00:13:19.676>of <00:13:19.793>course, <00:13:19.910>these <00:13:20.026>metrics <00:13:20.143>would <00:13:20.260>be <00:13:20.376>popularized <00:13:20.493>uh <00:13:20.609>in <00:13:20.726>this <00:13:20.843>book <00:13:20.959>Accelerate.

00:13:22.910 --> 00:13:22.920 align:start position:0%
<00:13:22.910>popularized <00:13:22.911>uh <00:13:22.913>in <00:13:22.915>this <00:13:22.917>book <00:13:22.919>Accelerate.

00:13:22.920 --> 00:13:25.070 align:start position:0%
<00:13:22.920>popularized <00:13:23.027>uh <00:13:23.135>in <00:13:23.243>this <00:13:23.350>book <00:13:23.458>Accelerate. <00:13:23.566>Uh <00:13:23.673>you'll <00:13:23.781>see <00:13:23.889>Dr. <00:13:23.996>Nicole <00:13:24.104>Forsgren <00:13:24.212>up <00:13:24.319>at

00:13:25.070 --> 00:13:25.080 align:start position:0%
<00:13:25.070>Uh <00:13:25.071>you'll <00:13:25.072>see <00:13:25.073>Dr. <00:13:25.075>Nicole <00:13:25.076>Forsgren <00:13:25.077>up <00:13:25.079>at

00:13:25.080 --> 00:13:26.990 align:start position:0%
<00:13:25.080>Uh <00:13:25.180>you'll <00:13:25.280>see <00:13:25.380>Dr. <00:13:25.480>Nicole <00:13:25.580>Forsgren <00:13:25.680>up <00:13:25.780>at <00:13:25.880>the <00:13:25.980>top. <00:13:26.080>She <00:13:26.180>was <00:13:26.280>uh <00:13:26.380>the <00:13:26.480>primary

00:13:26.990 --> 00:13:27.000 align:start position:0%
<00:13:26.990>the <00:13:26.991>top. <00:13:26.993>She <00:13:26.994>was <00:13:26.996>uh <00:13:26.997>the <00:13:26.999>primary

00:13:27.000 --> 00:13:28.670 align:start position:0%
<00:13:27.000>the <00:13:27.116>top. <00:13:27.233>She <00:13:27.350>was <00:13:27.466>uh <00:13:27.583>the <00:13:27.700>primary <00:13:27.816>researcher <00:13:27.933>on <00:13:28.050>the <00:13:28.166>DORA <00:13:28.283>metrics. <00:13:28.400>She

00:13:28.670 --> 00:13:28.680 align:start position:0%
<00:13:28.670>researcher <00:13:28.671>on <00:13:28.673>the <00:13:28.675>DORA <00:13:28.677>metrics. <00:13:28.679>She

00:13:28.680 --> 00:13:30.630 align:start position:0%
<00:13:28.680>researcher <00:13:28.796>on <00:13:28.913>the <00:13:29.030>DORA <00:13:29.146>metrics. <00:13:29.263>She <00:13:29.380>actually <00:13:29.496>contributes <00:13:29.613>quite <00:13:29.729>a <00:13:29.846>bit <00:13:29.963>to <00:13:30.079>DX,

00:13:30.630 --> 00:13:30.640 align:start position:0%
<00:13:30.630>actually <00:13:30.631>contributes <00:13:30.633>quite <00:13:30.634>a <00:13:30.636>bit <00:13:30.637>to <00:13:30.639>DX,

00:13:30.640 --> 00:13:32.710 align:start position:0%
<00:13:30.640>actually <00:13:30.733>contributes <00:13:30.826>quite <00:13:30.920>a <00:13:31.013>bit <00:13:31.106>to <00:13:31.199>DX, <00:13:31.293>the <00:13:31.386>company <00:13:31.480>that <00:13:31.573>I <00:13:31.666>work <00:13:31.760>for <00:13:31.853>as <00:13:31.946>well. <00:13:32.040>Uh

00:13:32.710 --> 00:13:32.720 align:start position:0%
<00:13:32.710>the <00:13:32.711>company <00:13:32.712>that <00:13:32.713>I <00:13:32.714>work <00:13:32.715>for <00:13:32.716>as <00:13:32.717>well. <00:13:32.719>Uh

00:13:32.720 --> 00:13:34.310 align:start position:0%
<00:13:32.720>the <00:13:32.813>company <00:13:32.906>that <00:13:33.000>I <00:13:33.093>work <00:13:33.186>for <00:13:33.280>as <00:13:33.373>well. <00:13:33.466>Uh <00:13:33.560>in <00:13:33.653>fact, <00:13:33.746>just <00:13:33.840>recently <00:13:33.933>released <00:13:34.026>a <00:13:34.120>book

00:13:34.310 --> 00:13:34.320 align:start position:0%
<00:13:34.310>in <00:13:34.311>fact, <00:13:34.313>just <00:13:34.314>recently <00:13:34.316>released <00:13:34.317>a <00:13:34.319>book

00:13:34.320 --> 00:13:36.190 align:start position:0%
<00:13:34.320>in <00:13:34.427>fact, <00:13:34.535>just <00:13:34.643>recently <00:13:34.750>released <00:13:34.858>a <00:13:34.966>book <00:13:35.073>with <00:13:35.181>our <00:13:35.289>CEO <00:13:35.396>co-founder <00:13:35.504>Abi <00:13:35.612>Noda <00:13:35.720>called

00:13:36.190 --> 00:13:36.200 align:start position:0%
<00:13:36.190>with <00:13:36.191>our <00:13:36.193>CEO <00:13:36.194>co-founder <00:13:36.196>Abi <00:13:36.197>Noda <00:13:36.199>called

00:13:36.200 --> 00:13:37.910 align:start position:0%
<00:13:36.200>with <00:13:36.316>our <00:13:36.433>CEO <00:13:36.550>co-founder <00:13:36.666>Abi <00:13:36.783>Noda <00:13:36.900>called <00:13:37.016>Frictionless. <00:13:37.133>And <00:13:37.250>then <00:13:37.366>we <00:13:37.483>have <00:13:37.600>Jez

00:13:37.910 --> 00:13:37.920 align:start position:0%
<00:13:37.910>Frictionless. <00:13:37.911>And <00:13:37.913>then <00:13:37.915>we <00:13:37.917>have <00:13:37.919>Jez

00:13:37.920 --> 00:13:39.990 align:start position:0%
<00:13:37.920>Frictionless. <00:13:38.027>And <00:13:38.135>then <00:13:38.243>we <00:13:38.350>have <00:13:38.458>Jez <00:13:38.566>Humble <00:13:38.673>and <00:13:38.781>Gene <00:13:38.889>Kim <00:13:38.996>uh <00:13:39.104>who <00:13:39.212>are <00:13:39.319>authors

00:13:39.990 --> 00:13:40.000 align:start position:0%
<00:13:39.990>Humble <00:13:39.991>and <00:13:39.992>Gene <00:13:39.993>Kim <00:13:39.995>uh <00:13:39.996>who <00:13:39.997>are <00:13:39.999>authors

00:13:40.000 --> 00:13:42.070 align:start position:0%
<00:13:40.000>Humble <00:13:40.100>and <00:13:40.200>Gene <00:13:40.300>Kim <00:13:40.400>uh <00:13:40.500>who <00:13:40.600>are <00:13:40.700>authors <00:13:40.800>of <00:13:40.900>the <00:13:41.000>Phoenix <00:13:41.100>Project. <00:13:41.200>So, <00:13:41.300>this <00:13:41.400>helped

00:13:42.070 --> 00:13:42.080 align:start position:0%
<00:13:42.070>of <00:13:42.071>the <00:13:42.073>Phoenix <00:13:42.074>Project. <00:13:42.076>So, <00:13:42.077>this <00:13:42.079>helped

00:13:42.080 --> 00:13:44.510 align:start position:0%
<00:13:42.080>of <00:13:42.173>the <00:13:42.266>Phoenix <00:13:42.360>Project. <00:13:42.453>So, <00:13:42.546>this <00:13:42.640>helped <00:13:42.733>to <00:13:42.826>bring <00:13:42.920>the <00:13:43.013>DORA <00:13:43.106>metrics <00:13:43.200>to <00:13:43.293>um <00:13:43.386>to <00:13:43.480>kind

00:13:44.510 --> 00:13:44.520 align:start position:0%
<00:13:44.510>to <00:13:44.511>bring <00:13:44.512>the <00:13:44.513>DORA <00:13:44.514>metrics <00:13:44.515>to <00:13:44.516>um <00:13:44.517>to <00:13:44.519>kind

00:13:44.520 --> 00:13:46.070 align:start position:0%
<00:13:44.520>to <00:13:44.646>bring <00:13:44.773>the <00:13:44.900>DORA <00:13:45.027>metrics <00:13:45.154>to <00:13:45.280>um <00:13:45.407>to <00:13:45.534>kind <00:13:45.661>of <00:13:45.788>the <00:13:45.915>mainstream.

00:13:46.070 --> 00:13:46.080 align:start position:0%
<00:13:46.070>of <00:13:46.074>the <00:13:46.079>mainstream.

00:13:46.080 --> 00:13:47.710 align:start position:0%
<00:13:46.080>of <00:13:46.207>the <00:13:46.334>mainstream. <00:13:46.461>This <00:13:46.589>book <00:13:46.716>is <00:13:46.843>almost <00:13:46.970>9 <00:13:47.098>years <00:13:47.225>old <00:13:47.352>at <00:13:47.480>this

00:13:47.710 --> 00:13:47.720 align:start position:0%
<00:13:47.710>This <00:13:47.711>book <00:13:47.712>is <00:13:47.713>almost <00:13:47.714>9 <00:13:47.715>years <00:13:47.716>old <00:13:47.717>at <00:13:47.719>this

00:13:47.720 --> 00:13:48.750 align:start position:0%
<00:13:47.720>This <00:13:47.786>book <00:13:47.852>is <00:13:47.918>almost <00:13:47.984>9 <00:13:48.051>years <00:13:48.117>old <00:13:48.183>at <00:13:48.249>this <00:13:48.315>point, <00:13:48.382>which <00:13:48.448>is <00:13:48.514>a <00:13:48.580>little <00:13:48.647>bit

00:13:48.750 --> 00:13:48.760 align:start position:0%
<00:13:48.750>point, <00:13:48.751>which <00:13:48.753>is <00:13:48.755>a <00:13:48.757>little <00:13:48.759>bit

00:13:48.760 --> 00:13:50.390 align:start position:0%
<00:13:48.760>point, <00:13:48.915>which <00:13:49.071>is <00:13:49.226>a <00:13:49.382>little <00:13:49.537>bit <00:13:49.693>mind-blowing. <00:13:49.848>Ultimately, <00:13:50.004>again, <00:13:50.160>that

00:13:50.390 --> 00:13:50.400 align:start position:0%
<00:13:50.390>mind-blowing. <00:13:50.393>Ultimately, <00:13:50.396>again, <00:13:50.399>that

00:13:50.400 --> 00:13:52.390 align:start position:0%
<00:13:50.400>mind-blowing. <00:13:50.540>Ultimately, <00:13:50.680>again, <00:13:50.819>that <00:13:50.959>doesn't <00:13:51.100>not <00:13:51.240>bad. <00:13:51.380>It's <00:13:51.520>just <00:13:51.660>that <00:13:51.800>DevOps

00:13:52.390 --> 00:13:52.400 align:start position:0%
<00:13:52.390>doesn't <00:13:52.391>not <00:13:52.393>bad. <00:13:52.394>It's <00:13:52.396>just <00:13:52.397>that <00:13:52.399>DevOps

00:13:52.400 --> 00:13:54.870 align:start position:0%
<00:13:52.400>doesn't <00:13:52.507>not <00:13:52.615>bad. <00:13:52.723>It's <00:13:52.830>just <00:13:52.938>that <00:13:53.046>DevOps <00:13:53.153>and <00:13:53.261>DORA <00:13:53.369>haven't <00:13:53.476>captured <00:13:53.584>all <00:13:53.692>of <00:13:53.800>the

00:13:54.870 --> 00:13:54.880 align:start position:0%
<00:13:54.870>and <00:13:54.871>DORA <00:13:54.873>haven't <00:13:54.874>captured <00:13:54.876>all <00:13:54.877>of <00:13:54.879>the

00:13:54.880 --> 00:13:57.110 align:start position:0%
<00:13:54.880>and <00:13:54.987>DORA <00:13:55.095>haven't <00:13:55.203>captured <00:13:55.310>all <00:13:55.418>of <00:13:55.526>the <00:13:55.633>bottlenecks <00:13:55.741>and <00:13:55.849>all <00:13:55.956>of <00:13:56.064>the <00:13:56.172>friction <00:13:56.280>and

00:13:57.110 --> 00:13:57.120 align:start position:0%
<00:13:57.110>bottlenecks <00:13:57.111>and <00:13:57.113>all <00:13:57.114>of <00:13:57.116>the <00:13:57.117>friction <00:13:57.119>and

00:13:57.120 --> 00:13:58.670 align:start position:0%
<00:13:57.120>bottlenecks <00:13:57.227>and <00:13:57.334>all <00:13:57.441>of <00:13:57.549>the <00:13:57.656>friction <00:13:57.763>and <00:13:57.871>all <00:13:57.978>of <00:13:58.085>the <00:13:58.193>obstacles <00:13:58.300>to <00:13:58.407>throughput. <00:13:58.515>Some

00:13:58.670 --> 00:13:58.680 align:start position:0%
<00:13:58.670>all <00:13:58.671>of <00:13:58.673>the <00:13:58.674>obstacles <00:13:58.675>to <00:13:58.677>throughput. <00:13:58.679>Some

00:13:58.680 --> 00:14:00.350 align:start position:0%
<00:13:58.680>all <00:13:58.780>of <00:13:58.880>the <00:13:58.979>obstacles <00:13:59.079>to <00:13:59.180>throughput. <00:13:59.280>Some <00:13:59.380>of <00:13:59.479>them <00:13:59.579>are <00:13:59.680>hiding <00:13:59.780>right <00:13:59.880>there <00:13:59.979>in <00:14:00.079>plain

00:14:00.350 --> 00:14:00.360 align:start position:0%
<00:14:00.350>of <00:14:00.351>them <00:14:00.352>are <00:14:00.353>hiding <00:14:00.355>right <00:14:00.356>there <00:14:00.357>in <00:14:00.359>plain

00:14:00.360 --> 00:14:02.270 align:start position:0%
<00:14:00.360>of <00:14:00.476>them <00:14:00.593>are <00:14:00.710>hiding <00:14:00.826>right <00:14:00.943>there <00:14:01.060>in <00:14:01.176>plain <00:14:01.293>sight <00:14:01.410>in <00:14:01.526>the <00:14:01.643>developer <00:14:01.760>experience

00:14:02.270 --> 00:14:02.280 align:start position:0%
<00:14:02.270>sight <00:14:02.272>in <00:14:02.274>the <00:14:02.276>developer <00:14:02.279>experience

00:14:02.280 --> 00:14:04.470 align:start position:0%
<00:14:02.280>sight <00:14:02.420>in <00:14:02.560>the <00:14:02.699>developer <00:14:02.839>experience <00:14:02.980>itself. <00:14:03.120>And <00:14:03.260>a <00:14:03.400>10X <00:14:03.540>organization <00:14:03.680>really

00:14:04.470 --> 00:14:04.480 align:start position:0%
<00:14:04.470>itself. <00:14:04.471>And <00:14:04.473>a <00:14:04.475>10X <00:14:04.477>organization <00:14:04.479>really

00:14:04.480 --> 00:14:06.430 align:start position:0%
<00:14:04.480>itself. <00:14:04.596>And <00:14:04.713>a <00:14:04.830>10X <00:14:04.946>organization <00:14:05.063>really <00:14:05.180>needs <00:14:05.296>to <00:14:05.413>consider <00:14:05.530>every <00:14:05.646>aspect <00:14:05.763>of <00:14:05.880>this

00:14:06.430 --> 00:14:06.440 align:start position:0%
<00:14:06.430>needs <00:14:06.431>to <00:14:06.433>consider <00:14:06.434>every <00:14:06.436>aspect <00:14:06.437>of <00:14:06.439>this

00:14:06.440 --> 00:14:09.630 align:start position:0%
<00:14:06.440>needs <00:14:06.567>to <00:14:06.694>consider <00:14:06.821>every <00:14:06.949>aspect <00:14:07.076>of <00:14:07.203>this <00:14:07.330>developer <00:14:07.458>value <00:14:07.585>stream, <00:14:07.712>both <00:14:07.840>internal

00:14:09.630 --> 00:14:09.640 align:start position:0%
<00:14:09.630>developer <00:14:09.632>value <00:14:09.634>stream, <00:14:09.636>both <00:14:09.639>internal

00:14:09.640 --> 00:14:11.470 align:start position:0%
<00:14:09.640>developer <00:14:09.873>value <00:14:10.106>stream, <00:14:10.340>both <00:14:10.573>internal <00:14:10.806>and <00:14:11.040>external.

00:14:11.470 --> 00:14:11.480 align:start position:0%
<00:14:11.470>and <00:14:11.479>external.

00:14:11.480 --> 00:14:13.750 align:start position:0%
<00:14:11.480>and <00:14:11.655>external. <00:14:11.830>So, <00:14:12.005>one <00:14:12.180>of <00:14:12.355>the <00:14:12.530>big <00:14:12.705>differences <00:14:12.880>between

00:14:13.750 --> 00:14:13.760 align:start position:0%
<00:14:13.750>So, <00:14:13.751>one <00:14:13.753>of <00:14:13.754>the <00:14:13.756>big <00:14:13.757>differences <00:14:13.759>between

00:14:13.760 --> 00:14:15.550 align:start position:0%
<00:14:13.760>So, <00:14:13.867>one <00:14:13.975>of <00:14:14.083>the <00:14:14.190>big <00:14:14.298>differences <00:14:14.406>between <00:14:14.513>like <00:14:14.621>the <00:14:14.729>factory <00:14:14.836>floor <00:14:14.944>metaphor <00:14:15.052>that <00:14:15.160>we

00:14:15.550 --> 00:14:15.560 align:start position:0%
<00:14:15.550>like <00:14:15.551>the <00:14:15.553>factory <00:14:15.554>floor <00:14:15.555>metaphor <00:14:15.557>that <00:14:15.559>we

00:14:15.560 --> 00:14:16.910 align:start position:0%
<00:14:15.560>like <00:14:15.653>the <00:14:15.746>factory <00:14:15.840>floor <00:14:15.933>metaphor <00:14:16.027>that <00:14:16.120>we <00:14:16.214>get <00:14:16.307>from <00:14:16.401>the <00:14:16.494>theory <00:14:16.588>of <00:14:16.681>constraints <00:14:16.775>and

00:14:16.910 --> 00:14:16.920 align:start position:0%
<00:14:16.910>get <00:14:16.911>from <00:14:16.913>the <00:14:16.914>theory <00:14:16.915>of <00:14:16.917>constraints <00:14:16.919>and

00:14:16.920 --> 00:14:18.150 align:start position:0%
<00:14:16.920>get <00:14:16.999>from <00:14:17.078>the <00:14:17.157>theory <00:14:17.236>of <00:14:17.315>constraints <00:14:17.394>and <00:14:17.473>from <00:14:17.552>from <00:14:17.631>DevOps <00:14:17.710>and <00:14:17.789>the <00:14:17.868>way <00:14:17.947>that <00:14:18.026>we

00:14:18.150 --> 00:14:18.160 align:start position:0%
<00:14:18.150>from <00:14:18.151>from <00:14:18.152>DevOps <00:14:18.153>and <00:14:18.155>the <00:14:18.156>way <00:14:18.157>that <00:14:18.159>we

00:14:18.160 --> 00:14:20.750 align:start position:0%
<00:14:18.160>from <00:14:18.267>from <00:14:18.375>DevOps <00:14:18.483>and <00:14:18.590>the <00:14:18.698>way <00:14:18.806>that <00:14:18.913>we <00:14:19.021>create <00:14:19.129>software <00:14:19.236>is <00:14:19.344>that <00:14:19.452>an <00:14:19.560>opinionated

00:14:20.750 --> 00:14:20.760 align:start position:0%
<00:14:20.750>create <00:14:20.751>software <00:14:20.753>is <00:14:20.755>that <00:14:20.757>an <00:14:20.759>opinionated

00:14:20.760 --> 00:14:22.150 align:start position:0%
<00:14:20.760>create <00:14:20.885>software <00:14:21.010>is <00:14:21.135>that <00:14:21.260>an <00:14:21.385>opinionated <00:14:21.510>knowledge <00:14:21.635>worker <00:14:21.760>like <00:14:21.885>a <00:14:22.011>software

00:14:22.150 --> 00:14:22.160 align:start position:0%
<00:14:22.150>knowledge <00:14:22.152>worker <00:14:22.154>like <00:14:22.156>a <00:14:22.159>software

00:14:22.160 --> 00:14:25.110 align:start position:0%
<00:14:22.160>knowledge <00:14:22.315>worker <00:14:22.471>like <00:14:22.626>a <00:14:22.782>software <00:14:22.937>engineer <00:14:23.093>is <00:14:23.248>fundamentally <00:14:23.404>different <00:14:23.560>than

00:14:25.110 --> 00:14:25.120 align:start position:0%
<00:14:25.110>engineer <00:14:25.112>is <00:14:25.114>fundamentally <00:14:25.116>different <00:14:25.119>than

00:14:25.120 --> 00:14:26.710 align:start position:0%
<00:14:25.120>engineer <00:14:25.260>is <00:14:25.400>fundamentally <00:14:25.540>different <00:14:25.680>than <00:14:25.820>an <00:14:25.960>assembly <00:14:26.100>line <00:14:26.240>worker <00:14:26.380>who's <00:14:26.520>putting

00:14:26.710 --> 00:14:26.720 align:start position:0%
<00:14:26.710>an <00:14:26.711>assembly <00:14:26.713>line <00:14:26.715>worker <00:14:26.717>who's <00:14:26.719>putting

00:14:26.720 --> 00:14:28.470 align:start position:0%
<00:14:26.720>an <00:14:26.847>assembly <00:14:26.974>line <00:14:27.101>worker <00:14:27.229>who's <00:14:27.356>putting <00:14:27.483>things <00:14:27.610>together <00:14:27.738>on <00:14:27.865>a <00:14:27.992>factory <00:14:28.120>floor.

00:14:28.470 --> 00:14:28.480 align:start position:0%
<00:14:28.470>things <00:14:28.471>together <00:14:28.473>on <00:14:28.475>a <00:14:28.477>factory <00:14:28.479>floor.

00:14:28.480 --> 00:14:30.030 align:start position:0%
<00:14:28.480>things <00:14:28.606>together <00:14:28.733>on <00:14:28.860>a <00:14:28.987>factory <00:14:29.114>floor. <00:14:29.240>There <00:14:29.367>is <00:14:29.494>this <00:14:29.621>whole <00:14:29.748>internal <00:14:29.875>value

00:14:30.030 --> 00:14:30.040 align:start position:0%
<00:14:30.030>There <00:14:30.031>is <00:14:30.033>this <00:14:30.035>whole <00:14:30.037>internal <00:14:30.039>value

00:14:30.040 --> 00:14:31.870 align:start position:0%
<00:14:30.040>There <00:14:30.156>is <00:14:30.273>this <00:14:30.390>whole <00:14:30.506>internal <00:14:30.623>value <00:14:30.740>stream <00:14:30.856>that's <00:14:30.973>part <00:14:31.089>of <00:14:31.206>the <00:14:31.323>overall <00:14:31.439>value

00:14:31.870 --> 00:14:31.880 align:start position:0%
<00:14:31.870>stream <00:14:31.871>that's <00:14:31.873>part <00:14:31.874>of <00:14:31.876>the <00:14:31.877>overall <00:14:31.879>value

00:14:31.880 --> 00:14:33.110 align:start position:0%
<00:14:31.880>stream <00:14:31.959>that's <00:14:32.038>part <00:14:32.117>of <00:14:32.196>the <00:14:32.275>overall <00:14:32.354>value <00:14:32.433>stream <00:14:32.512>for <00:14:32.591>the <00:14:32.670>way <00:14:32.749>that <00:14:32.828>we <00:14:32.907>can <00:14:32.987>create

00:14:33.110 --> 00:14:33.120 align:start position:0%
<00:14:33.110>stream <00:14:33.111>for <00:14:33.112>the <00:14:33.113>way <00:14:33.115>that <00:14:33.116>we <00:14:33.117>can <00:14:33.119>create

00:14:33.120 --> 00:14:35.150 align:start position:0%
<00:14:33.120>stream <00:14:33.227>for <00:14:33.335>the <00:14:33.443>way <00:14:33.550>that <00:14:33.658>we <00:14:33.766>can <00:14:33.873>create <00:14:33.981>software. <00:14:34.089>Uh <00:14:34.196>and <00:14:34.304>that <00:14:34.412>internal <00:14:34.520>value

00:14:35.150 --> 00:14:35.160 align:start position:0%
<00:14:35.150>software. <00:14:35.151>Uh <00:14:35.153>and <00:14:35.155>that <00:14:35.157>internal <00:14:35.159>value

00:14:35.160 --> 00:14:37.550 align:start position:0%
<00:14:35.160>software. <00:14:35.287>Uh <00:14:35.414>and <00:14:35.541>that <00:14:35.669>internal <00:14:35.796>value <00:14:35.923>stream <00:14:36.050>relies <00:14:36.178>on <00:14:36.305>instant <00:14:36.432>feedback <00:14:36.560>and

00:14:37.550 --> 00:14:37.560 align:start position:0%
<00:14:37.550>stream <00:14:37.551>relies <00:14:37.553>on <00:14:37.555>instant <00:14:37.557>feedback <00:14:37.559>and

00:14:37.560 --> 00:14:39.790 align:start position:0%
<00:14:37.560>stream <00:14:37.687>relies <00:14:37.814>on <00:14:37.941>instant <00:14:38.069>feedback <00:14:38.196>and <00:14:38.323>uninterrupted <00:14:38.450>focus. <00:14:38.578>It <00:14:38.705>relies <00:14:38.832>on <00:14:38.959>flow

00:14:39.790 --> 00:14:39.800 align:start position:0%
<00:14:39.790>uninterrupted <00:14:39.791>focus. <00:14:39.793>It <00:14:39.795>relies <00:14:39.797>on <00:14:39.799>flow

00:14:39.800 --> 00:14:41.870 align:start position:0%
<00:14:39.800>uninterrupted <00:14:40.000>focus. <00:14:40.199>It <00:14:40.400>relies <00:14:40.599>on <00:14:40.800>flow <00:14:41.000>state. <00:14:41.199>Okay?

00:14:41.870 --> 00:14:41.880 align:start position:0%
<00:14:41.870>state. <00:14:41.879>Okay?

00:14:41.880 --> 00:14:43.950 align:start position:0%
<00:14:41.880>state. <00:14:42.055>Okay? <00:14:42.230>Now, <00:14:42.405>flow <00:14:42.580>is <00:14:42.755>a <00:14:42.930>really <00:14:43.105>interesting <00:14:43.280>thing.

00:14:43.950 --> 00:14:43.960 align:start position:0%
<00:14:43.950>Now, <00:14:43.951>flow <00:14:43.953>is <00:14:43.954>a <00:14:43.956>really <00:14:43.957>interesting <00:14:43.959>thing.

00:14:43.960 --> 00:14:46.350 align:start position:0%
<00:14:43.960>Now, <00:14:44.067>flow <00:14:44.175>is <00:14:44.283>a <00:14:44.390>really <00:14:44.498>interesting <00:14:44.606>thing. <00:14:44.713>Uh <00:14:44.821>we've <00:14:44.929>studied <00:14:45.036>flow. <00:14:45.144>Uh <00:14:45.252>improv <00:14:45.360>jazz

00:14:46.350 --> 00:14:46.360 align:start position:0%
<00:14:46.350>Uh <00:14:46.351>we've <00:14:46.353>studied <00:14:46.354>flow. <00:14:46.356>Uh <00:14:46.357>improv <00:14:46.359>jazz

00:14:46.360 --> 00:14:48.390 align:start position:0%
<00:14:46.360>Uh <00:14:46.467>we've <00:14:46.575>studied <00:14:46.683>flow. <00:14:46.790>Uh <00:14:46.898>improv <00:14:47.006>jazz <00:14:47.113>guitarists <00:14:47.221>can <00:14:47.329>go <00:14:47.436>into <00:14:47.544>a <00:14:47.652>flow <00:14:47.760>state

00:14:48.390 --> 00:14:48.400 align:start position:0%
<00:14:48.390>guitarists <00:14:48.391>can <00:14:48.393>go <00:14:48.394>into <00:14:48.396>a <00:14:48.397>flow <00:14:48.399>state

00:14:48.400 --> 00:14:50.110 align:start position:0%
<00:14:48.400>guitarists <00:14:48.516>can <00:14:48.633>go <00:14:48.750>into <00:14:48.866>a <00:14:48.983>flow <00:14:49.100>state <00:14:49.216>almost <00:14:49.333>immediately. <00:14:49.449>And <00:14:49.566>there's <00:14:49.683>a <00:14:49.800>great

00:14:50.110 --> 00:14:50.120 align:start position:0%
<00:14:50.110>almost <00:14:50.111>immediately. <00:14:50.113>And <00:14:50.115>there's <00:14:50.117>a <00:14:50.119>great

00:14:50.120 --> 00:14:52.110 align:start position:0%
<00:14:50.120>almost <00:14:50.227>immediately. <00:14:50.335>And <00:14:50.443>there's <00:14:50.550>a <00:14:50.658>great <00:14:50.766>article <00:14:50.873>of <00:14:50.981>about <00:14:51.089>a <00:14:51.196>year <00:14:51.304>ago <00:14:51.412>published <00:14:51.520>by

00:14:52.110 --> 00:14:52.120 align:start position:0%
<00:14:52.110>article <00:14:52.111>of <00:14:52.112>about <00:14:52.113>a <00:14:52.115>year <00:14:52.116>ago <00:14:52.117>published <00:14:52.119>by

00:14:52.120 --> 00:14:54.190 align:start position:0%
<00:14:52.120>article <00:14:52.227>of <00:14:52.335>about <00:14:52.443>a <00:14:52.550>year <00:14:52.658>ago <00:14:52.766>published <00:14:52.873>by <00:14:52.981>Scientific <00:14:53.089>American <00:14:53.196>where <00:14:53.304>we <00:14:53.412>do <00:14:53.520>what

00:14:54.190 --> 00:14:54.200 align:start position:0%
<00:14:54.190>Scientific <00:14:54.191>American <00:14:54.193>where <00:14:54.195>we <00:14:54.197>do <00:14:54.199>what

00:14:54.200 --> 00:14:56.070 align:start position:0%
<00:14:54.200>Scientific <00:14:54.316>American <00:14:54.433>where <00:14:54.550>we <00:14:54.666>do <00:14:54.783>what <00:14:54.900>researchers <00:14:55.016>do. <00:14:55.133>We <00:14:55.250>we <00:14:55.366>we <00:14:55.483>literally <00:14:55.600>put

00:14:56.070 --> 00:14:56.080 align:start position:0%
<00:14:56.070>researchers <00:14:56.071>do. <00:14:56.073>We <00:14:56.074>we <00:14:56.076>we <00:14:56.077>literally <00:14:56.079>put

00:14:56.080 --> 00:14:57.630 align:start position:0%
<00:14:56.080>researchers <00:14:56.187>do. <00:14:56.294>We <00:14:56.401>we <00:14:56.509>we <00:14:56.616>literally <00:14:56.723>put <00:14:56.831>brain <00:14:56.938>caps <00:14:57.045>on <00:14:57.153>the <00:14:57.260>heads <00:14:57.367>of <00:14:57.475>jazz

00:14:57.630 --> 00:14:57.640 align:start position:0%
<00:14:57.630>brain <00:14:57.631>caps <00:14:57.633>on <00:14:57.634>the <00:14:57.636>heads <00:14:57.637>of <00:14:57.639>jazz

00:14:57.640 --> 00:14:59.270 align:start position:0%
<00:14:57.640>brain <00:14:57.756>caps <00:14:57.873>on <00:14:57.990>the <00:14:58.106>heads <00:14:58.223>of <00:14:58.340>jazz <00:14:58.456>guitarists <00:14:58.573>while <00:14:58.689>they <00:14:58.806>were <00:14:58.923>playing <00:14:59.040>and

00:14:59.270 --> 00:14:59.280 align:start position:0%
<00:14:59.270>guitarists <00:14:59.271>while <00:14:59.273>they <00:14:59.275>were <00:14:59.277>playing <00:14:59.279>and

00:14:59.280 --> 00:15:00.470 align:start position:0%
<00:14:59.280>guitarists <00:14:59.362>while <00:14:59.444>they <00:14:59.527>were <00:14:59.609>playing <00:14:59.691>and <00:14:59.774>and <00:14:59.856>and <00:14:59.939>and <00:15:00.021>figured <00:15:00.103>out <00:15:00.186>what <00:15:00.268>was <00:15:00.351>going

00:15:00.470 --> 00:15:00.480 align:start position:0%
<00:15:00.470>and <00:15:00.471>and <00:15:00.472>and <00:15:00.473>figured <00:15:00.475>out <00:15:00.476>what <00:15:00.477>was <00:15:00.479>going

00:15:00.480 --> 00:15:01.550 align:start position:0%
<00:15:00.480>and <00:15:00.544>and <00:15:00.608>and <00:15:00.672>figured <00:15:00.736>out <00:15:00.801>what <00:15:00.865>was <00:15:00.929>going <00:15:00.993>on <00:15:01.057>in <00:15:01.122>their <00:15:01.186>brain. <00:15:01.250>And <00:15:01.314>it <00:15:01.378>was <00:15:01.443>was

00:15:01.550 --> 00:15:01.560 align:start position:0%
<00:15:01.550>on <00:15:01.551>in <00:15:01.552>their <00:15:01.553>brain. <00:15:01.555>And <00:15:01.556>it <00:15:01.557>was <00:15:01.559>was

00:15:01.560 --> 00:15:03.070 align:start position:0%
<00:15:01.560>on <00:15:01.683>in <00:15:01.807>their <00:15:01.930>brain. <00:15:02.054>And <00:15:02.177>it <00:15:02.301>was <00:15:02.424>was <00:15:02.548>fascinating, <00:15:02.671>right? <00:15:02.795>We're <00:15:02.919>taking

00:15:03.070 --> 00:15:03.080 align:start position:0%
<00:15:03.070>fascinating, <00:15:03.073>right? <00:15:03.076>We're <00:15:03.079>taking

00:15:03.080 --> 00:15:04.630 align:start position:0%
<00:15:03.080>fascinating, <00:15:03.219>right? <00:15:03.359>We're <00:15:03.498>taking <00:15:03.638>long-term <00:15:03.777>storage <00:15:03.917>from <00:15:04.056>the <00:15:04.196>back <00:15:04.335>of <00:15:04.475>the

00:15:04.630 --> 00:15:04.640 align:start position:0%
<00:15:04.630>long-term <00:15:04.631>storage <00:15:04.633>from <00:15:04.634>the <00:15:04.636>back <00:15:04.637>of <00:15:04.639>the

00:15:04.640 --> 00:15:06.030 align:start position:0%
<00:15:04.640>long-term <00:15:04.736>storage <00:15:04.832>from <00:15:04.928>the <00:15:05.024>back <00:15:05.121>of <00:15:05.217>the <00:15:05.313>brain <00:15:05.409>is <00:15:05.506>taking <00:15:05.602>over <00:15:05.698>parts <00:15:05.794>of <00:15:05.891>the

00:15:06.030 --> 00:15:06.040 align:start position:0%
<00:15:06.030>brain <00:15:06.031>is <00:15:06.033>taking <00:15:06.034>over <00:15:06.036>parts <00:15:06.037>of <00:15:06.039>the

00:15:06.040 --> 00:15:07.750 align:start position:0%
<00:15:06.040>brain <00:15:06.167>is <00:15:06.294>taking <00:15:06.421>over <00:15:06.549>parts <00:15:06.676>of <00:15:06.803>the <00:15:06.930>prefrontal <00:15:07.058>cortex <00:15:07.185>and <00:15:07.312>the <00:15:07.439>executive

00:15:07.750 --> 00:15:07.760 align:start position:0%
<00:15:07.750>prefrontal <00:15:07.752>cortex <00:15:07.754>and <00:15:07.756>the <00:15:07.759>executive

00:15:07.760 --> 00:15:09.510 align:start position:0%
<00:15:07.760>prefrontal <00:15:07.900>cortex <00:15:08.040>and <00:15:08.180>the <00:15:08.319>executive <00:15:08.460>functioning, <00:15:08.600>which <00:15:08.740>is <00:15:08.880>where <00:15:09.020>that <00:15:09.160>sense

00:15:09.510 --> 00:15:09.520 align:start position:0%
<00:15:09.510>functioning, <00:15:09.511>which <00:15:09.513>is <00:15:09.515>where <00:15:09.517>that <00:15:09.519>sense

00:15:09.520 --> 00:15:10.950 align:start position:0%
<00:15:09.520>functioning, <00:15:09.648>which <00:15:09.777>is <00:15:09.906>where <00:15:10.034>that <00:15:10.163>sense <00:15:10.292>of <00:15:10.420>timelessness <00:15:10.549>that <00:15:10.678>we've <00:15:10.807>all

00:15:10.950 --> 00:15:10.960 align:start position:0%
<00:15:10.950>of <00:15:10.952>timelessness <00:15:10.954>that <00:15:10.956>we've <00:15:10.959>all

00:15:10.960 --> 00:15:13.070 align:start position:0%
<00:15:10.960>of <00:15:11.087>timelessness <00:15:11.214>that <00:15:11.341>we've <00:15:11.469>all <00:15:11.596>experienced <00:15:11.723>in <00:15:11.850>flow <00:15:11.978>comes <00:15:12.105>from. <00:15:12.232>And <00:15:12.360>all

00:15:13.070 --> 00:15:13.080 align:start position:0%
<00:15:13.070>experienced <00:15:13.071>in <00:15:13.073>flow <00:15:13.074>comes <00:15:13.076>from. <00:15:13.077>And <00:15:13.079>all

00:15:13.080 --> 00:15:14.350 align:start position:0%
<00:15:13.080>experienced <00:15:13.167>in <00:15:13.255>flow <00:15:13.343>comes <00:15:13.431>from. <00:15:13.519>And <00:15:13.607>all <00:15:13.695>of <00:15:13.783>us <00:15:13.871>have <00:15:13.959>experienced <00:15:14.047>this <00:15:14.135>in <00:15:14.223>some

00:15:14.350 --> 00:15:14.360 align:start position:0%
<00:15:14.350>of <00:15:14.351>us <00:15:14.353>have <00:15:14.354>experienced <00:15:14.356>this <00:15:14.357>in <00:15:14.359>some

00:15:14.360 --> 00:15:15.470 align:start position:0%
<00:15:14.360>of <00:15:14.431>us <00:15:14.502>have <00:15:14.574>experienced <00:15:14.645>this <00:15:14.716>in <00:15:14.788>some <00:15:14.859>sense. <00:15:14.930>It <00:15:15.002>doesn't <00:15:15.073>have <00:15:15.144>to <00:15:15.216>be <00:15:15.287>write <00:15:15.359>in

00:15:15.470 --> 00:15:15.480 align:start position:0%
<00:15:15.470>sense. <00:15:15.471>It <00:15:15.472>doesn't <00:15:15.473>have <00:15:15.475>to <00:15:15.476>be <00:15:15.477>write <00:15:15.479>in

00:15:15.480 --> 00:15:17.110 align:start position:0%
<00:15:15.480>sense. <00:15:15.580>It <00:15:15.680>doesn't <00:15:15.780>have <00:15:15.880>to <00:15:15.980>be <00:15:16.080>write <00:15:16.180>in <00:15:16.280>code. <00:15:16.380>Really, <00:15:16.480>it's <00:15:16.580>any <00:15:16.680>task <00:15:16.780>that <00:15:16.880>we're

00:15:17.110 --> 00:15:17.120 align:start position:0%
<00:15:17.110>code. <00:15:17.111>Really, <00:15:17.113>it's <00:15:17.114>any <00:15:17.116>task <00:15:17.117>that <00:15:17.119>we're

00:15:17.120 --> 00:15:19.230 align:start position:0%
<00:15:17.120>code. <00:15:17.227>Really, <00:15:17.335>it's <00:15:17.443>any <00:15:17.550>task <00:15:17.658>that <00:15:17.766>we're <00:15:17.873>moderately <00:15:17.981>talented <00:15:18.089>at <00:15:18.196>and <00:15:18.304>that <00:15:18.412>we <00:15:18.520>sort

00:15:19.230 --> 00:15:19.240 align:start position:0%
<00:15:19.230>moderately <00:15:19.231>talented <00:15:19.233>at <00:15:19.234>and <00:15:19.236>that <00:15:19.237>we <00:15:19.239>sort

00:15:19.240 --> 00:15:21.070 align:start position:0%
<00:15:19.240>moderately <00:15:19.340>talented <00:15:19.440>at <00:15:19.540>and <00:15:19.640>that <00:15:19.740>we <00:15:19.840>sort <00:15:19.940>of <00:15:20.040>enjoy <00:15:20.140>can <00:15:20.240>bring <00:15:20.340>us <00:15:20.440>into <00:15:20.540>this <00:15:20.640>great

00:15:21.070 --> 00:15:21.080 align:start position:0%
<00:15:21.070>of <00:15:21.071>enjoy <00:15:21.072>can <00:15:21.073>bring <00:15:21.075>us <00:15:21.076>into <00:15:21.077>this <00:15:21.079>great

00:15:21.080 --> 00:15:23.110 align:start position:0%
<00:15:21.080>of <00:15:21.167>enjoy <00:15:21.255>can <00:15:21.342>bring <00:15:21.430>us <00:15:21.517>into <00:15:21.605>this <00:15:21.692>great <00:15:21.780>state <00:15:21.867>of <00:15:21.955>flow. <00:15:22.042>And <00:15:22.130>this <00:15:22.217>is <00:15:22.305>where <00:15:22.392>we <00:15:22.480>do

00:15:23.110 --> 00:15:23.120 align:start position:0%
<00:15:23.110>state <00:15:23.111>of <00:15:23.112>flow. <00:15:23.113>And <00:15:23.114>this <00:15:23.115>is <00:15:23.116>where <00:15:23.117>we <00:15:23.119>do

00:15:23.120 --> 00:15:24.790 align:start position:0%
<00:15:23.120>state <00:15:23.207>of <00:15:23.295>flow. <00:15:23.382>And <00:15:23.470>this <00:15:23.557>is <00:15:23.645>where <00:15:23.732>we <00:15:23.820>do <00:15:23.907>our <00:15:23.995>best <00:15:24.082>work. <00:15:24.170>We <00:15:24.257>we <00:15:24.345>know <00:15:24.432>that <00:15:24.520>during

00:15:24.790 --> 00:15:24.800 align:start position:0%
<00:15:24.790>our <00:15:24.791>best <00:15:24.792>work. <00:15:24.793>We <00:15:24.795>we <00:15:24.796>know <00:15:24.797>that <00:15:24.799>during

00:15:24.800 --> 00:15:26.390 align:start position:0%
<00:15:24.800>our <00:15:24.900>best <00:15:25.000>work. <00:15:25.099>We <00:15:25.199>we <00:15:25.300>know <00:15:25.400>that <00:15:25.500>during <00:15:25.599>flow <00:15:25.699>state <00:15:25.800>we're <00:15:25.900>flow <00:15:26.000>we're <00:15:26.099>throwing <00:15:26.199>off

00:15:26.390 --> 00:15:26.400 align:start position:0%
<00:15:26.390>flow <00:15:26.391>state <00:15:26.393>we're <00:15:26.394>flow <00:15:26.396>we're <00:15:26.397>throwing <00:15:26.399>off

00:15:26.400 --> 00:15:27.990 align:start position:0%
<00:15:26.400>flow <00:15:26.527>state <00:15:26.654>we're <00:15:26.781>flow <00:15:26.909>we're <00:15:27.036>throwing <00:15:27.163>off <00:15:27.290>all <00:15:27.418>norepinephrine <00:15:27.545>and <00:15:27.672>dopamine <00:15:27.800>and

00:15:27.990 --> 00:15:28.000 align:start position:0%
<00:15:27.990>all <00:15:27.992>norepinephrine <00:15:27.994>and <00:15:27.996>dopamine <00:15:27.999>and

00:15:28.000 --> 00:15:29.670 align:start position:0%
<00:15:28.000>all <00:15:28.140>norepinephrine <00:15:28.280>and <00:15:28.420>dopamine <00:15:28.560>and <00:15:28.700>serotonin <00:15:28.840>as <00:15:28.980>we're <00:15:29.120>shuffling <00:15:29.260>skills <00:15:29.400>from

00:15:29.670 --> 00:15:29.680 align:start position:0%
<00:15:29.670>serotonin <00:15:29.671>as <00:15:29.673>we're <00:15:29.675>shuffling <00:15:29.677>skills <00:15:29.679>from

00:15:29.680 --> 00:15:30.750 align:start position:0%
<00:15:29.680>serotonin <00:15:29.748>as <00:15:29.817>we're <00:15:29.886>shuffling <00:15:29.955>skills <00:15:30.023>from <00:15:30.092>the <00:15:30.161>back <00:15:30.230>of <00:15:30.299>the <00:15:30.367>brain <00:15:30.436>to <00:15:30.505>the <00:15:30.574>front <00:15:30.643>of

00:15:30.750 --> 00:15:30.760 align:start position:0%
<00:15:30.750>the <00:15:30.751>back <00:15:30.752>of <00:15:30.753>the <00:15:30.754>brain <00:15:30.755>to <00:15:30.756>the <00:15:30.757>front <00:15:30.759>of

00:15:30.760 --> 00:15:32.470 align:start position:0%
<00:15:30.760>the <00:15:30.842>back <00:15:30.924>of <00:15:31.007>the <00:15:31.089>brain <00:15:31.171>to <00:15:31.254>the <00:15:31.336>front <00:15:31.418>of <00:15:31.501>the <00:15:31.583>brain. <00:15:31.665>And <00:15:31.748>this <00:15:31.830>is <00:15:31.912>why <00:15:31.995>this <00:15:32.077>is <00:15:32.160>such

00:15:32.470 --> 00:15:32.480 align:start position:0%
<00:15:32.470>the <00:15:32.471>brain. <00:15:32.472>And <00:15:32.473>this <00:15:32.474>is <00:15:32.475>why <00:15:32.476>this <00:15:32.477>is <00:15:32.479>such

00:15:32.480 --> 00:15:34.790 align:start position:0%
<00:15:32.480>the <00:15:32.562>brain. <00:15:32.644>And <00:15:32.727>this <00:15:32.809>is <00:15:32.891>why <00:15:32.974>this <00:15:33.056>is <00:15:33.138>such <00:15:33.221>a <00:15:33.303>satisfying <00:15:33.385>way <00:15:33.468>to <00:15:33.550>work. <00:15:33.632>We <00:15:33.715>come <00:15:33.797>out <00:15:33.880>of

00:15:34.790 --> 00:15:34.800 align:start position:0%
<00:15:34.790>a <00:15:34.791>satisfying <00:15:34.792>way <00:15:34.793>to <00:15:34.794>work. <00:15:34.795>We <00:15:34.796>come <00:15:34.797>out <00:15:34.799>of

00:15:34.800 --> 00:15:36.190 align:start position:0%
<00:15:34.800>a <00:15:34.889>satisfying <00:15:34.978>way <00:15:35.068>to <00:15:35.157>work. <00:15:35.246>We <00:15:35.336>come <00:15:35.425>out <00:15:35.514>of <00:15:35.604>that <00:15:35.693>flow <00:15:35.782>state <00:15:35.872>feeling <00:15:35.961>really <00:15:36.051>good

00:15:36.190 --> 00:15:36.200 align:start position:0%
<00:15:36.190>that <00:15:36.191>flow <00:15:36.193>state <00:15:36.195>feeling <00:15:36.197>really <00:15:36.199>good

00:15:36.200 --> 00:15:37.830 align:start position:0%
<00:15:36.200>that <00:15:36.307>flow <00:15:36.415>state <00:15:36.523>feeling <00:15:36.630>really <00:15:36.738>good <00:15:36.846>about <00:15:36.953>the <00:15:37.061>work <00:15:37.169>that <00:15:37.276>we've <00:15:37.384>done. <00:15:37.492>But <00:15:37.600>this

00:15:37.830 --> 00:15:37.840 align:start position:0%
<00:15:37.830>about <00:15:37.831>the <00:15:37.832>work <00:15:37.833>that <00:15:37.835>we've <00:15:37.836>done. <00:15:37.837>But <00:15:37.839>this

00:15:37.840 --> 00:15:39.470 align:start position:0%
<00:15:37.840>about <00:15:37.940>the <00:15:38.040>work <00:15:38.140>that <00:15:38.240>we've <00:15:38.340>done. <00:15:38.440>But <00:15:38.540>this <00:15:38.640>is <00:15:38.740>also <00:15:38.840>where <00:15:38.940>we're <00:15:39.040>most <00:15:39.140>productive. <00:15:39.240>So

00:15:39.470 --> 00:15:39.480 align:start position:0%
<00:15:39.470>is <00:15:39.471>also <00:15:39.473>where <00:15:39.474>we're <00:15:39.476>most <00:15:39.477>productive. <00:15:39.479>So

00:15:39.480 --> 00:15:40.870 align:start position:0%
<00:15:39.480>is <00:15:39.584>also <00:15:39.688>where <00:15:39.792>we're <00:15:39.897>most <00:15:40.001>productive. <00:15:40.105>So <00:15:40.209>there's <00:15:40.314>a <00:15:40.418>great <00:15:40.522>mutual <00:15:40.626>benefit <00:15:40.731>to

00:15:40.870 --> 00:15:40.880 align:start position:0%
<00:15:40.870>there's <00:15:40.871>a <00:15:40.873>great <00:15:40.875>mutual <00:15:40.877>benefit <00:15:40.879>to

00:15:40.880 --> 00:15:42.750 align:start position:0%
<00:15:40.880>there's <00:15:40.996>a <00:15:41.113>great <00:15:41.230>mutual <00:15:41.346>benefit <00:15:41.463>to <00:15:41.580>preserving <00:15:41.696>flow. <00:15:41.813>Not <00:15:41.930>only <00:15:42.046>does <00:15:42.163>it <00:15:42.280>make

00:15:42.750 --> 00:15:42.760 align:start position:0%
<00:15:42.750>preserving <00:15:42.751>flow. <00:15:42.753>Not <00:15:42.754>only <00:15:42.756>does <00:15:42.757>it <00:15:42.759>make

00:15:42.760 --> 00:15:45.590 align:start position:0%
<00:15:42.760>preserving <00:15:42.867>flow. <00:15:42.975>Not <00:15:43.083>only <00:15:43.190>does <00:15:43.298>it <00:15:43.406>make <00:15:43.513>us <00:15:43.621>happier <00:15:43.729>as <00:15:43.836>engineers, <00:15:43.944>but <00:15:44.052>we're <00:15:44.160>also

00:15:45.590 --> 00:15:45.600 align:start position:0%
<00:15:45.590>us <00:15:45.591>happier <00:15:45.593>as <00:15:45.594>engineers, <00:15:45.596>but <00:15:45.597>we're <00:15:45.599>also

00:15:45.600 --> 00:15:46.950 align:start position:0%
<00:15:45.600>us <00:15:45.686>happier <00:15:45.773>as <00:15:45.860>engineers, <00:15:45.947>but <00:15:46.033>we're <00:15:46.120>also <00:15:46.207>more <00:15:46.294>productive. <00:15:46.381>This <00:15:46.467>is <00:15:46.554>where <00:15:46.641>we <00:15:46.728>do <00:15:46.815>our

00:15:46.950 --> 00:15:46.960 align:start position:0%
<00:15:46.950>more <00:15:46.951>productive. <00:15:46.952>This <00:15:46.953>is <00:15:46.955>where <00:15:46.956>we <00:15:46.957>do <00:15:46.959>our

00:15:46.960 --> 00:15:50.190 align:start position:0%
<00:15:46.960>more <00:15:47.047>productive. <00:15:47.135>This <00:15:47.222>is <00:15:47.310>where <00:15:47.397>we <00:15:47.485>do <00:15:47.572>our <00:15:47.660>best <00:15:47.747>work. <00:15:47.835>So <00:15:47.922>the <00:15:48.010>brain <00:15:48.097>has <00:15:48.185>this <00:15:48.272>way <00:15:48.360>of

00:15:50.190 --> 00:15:50.200 align:start position:0%
<00:15:50.190>best <00:15:50.191>work. <00:15:50.192>So <00:15:50.193>the <00:15:50.194>brain <00:15:50.195>has <00:15:50.196>this <00:15:50.197>way <00:15:50.199>of

00:15:50.200 --> 00:15:52.230 align:start position:0%
<00:15:50.200>best <00:15:50.307>work. <00:15:50.415>So <00:15:50.523>the <00:15:50.630>brain <00:15:50.738>has <00:15:50.846>this <00:15:50.953>way <00:15:51.061>of <00:15:51.169>separating <00:15:51.276>work <00:15:51.384>into <00:15:51.492>these <00:15:51.600>chemical

00:15:52.230 --> 00:15:52.240 align:start position:0%
<00:15:52.230>separating <00:15:52.232>work <00:15:52.234>into <00:15:52.236>these <00:15:52.239>chemical

00:15:52.240 --> 00:15:54.310 align:start position:0%
<00:15:52.240>separating <00:15:52.367>work <00:15:52.494>into <00:15:52.621>these <00:15:52.749>chemical <00:15:52.876>chapters <00:15:53.003>throughout <00:15:53.130>the <00:15:53.258>day. <00:15:53.385>So <00:15:53.512>we're <00:15:53.640>in

00:15:54.310 --> 00:15:54.320 align:start position:0%
<00:15:54.310>chapters <00:15:54.311>throughout <00:15:54.313>the <00:15:54.314>day. <00:15:54.316>So <00:15:54.317>we're <00:15:54.319>in

00:15:54.320 --> 00:15:56.350 align:start position:0%
<00:15:54.320>chapters <00:15:54.427>throughout <00:15:54.535>the <00:15:54.643>day. <00:15:54.750>So <00:15:54.858>we're <00:15:54.966>in <00:15:55.073>flow <00:15:55.181>for <00:15:55.289>a <00:15:55.396>little <00:15:55.504>while <00:15:55.612>until <00:15:55.720>we're

00:15:56.350 --> 00:15:56.360 align:start position:0%
<00:15:56.350>flow <00:15:56.351>for <00:15:56.353>a <00:15:56.354>little <00:15:56.356>while <00:15:56.357>until <00:15:56.359>we're

00:15:56.360 --> 00:15:58.470 align:start position:0%
<00:15:56.360>flow <00:15:56.467>for <00:15:56.575>a <00:15:56.683>little <00:15:56.790>while <00:15:56.898>until <00:15:57.006>we're <00:15:57.113>forced <00:15:57.221>into <00:15:57.329>a <00:15:57.436>context <00:15:57.544>switch. <00:15:57.652>That <00:15:57.760>Slack

00:15:58.470 --> 00:15:58.480 align:start position:0%
<00:15:58.470>forced <00:15:58.471>into <00:15:58.473>a <00:15:58.474>context <00:15:58.476>switch. <00:15:58.477>That <00:15:58.479>Slack

00:15:58.480 --> 00:16:00.550 align:start position:0%
<00:15:58.480>forced <00:15:58.596>into <00:15:58.713>a <00:15:58.830>context <00:15:58.946>switch. <00:15:59.063>That <00:15:59.180>Slack <00:15:59.296>message, <00:15:59.413>that <00:15:59.530>Teams <00:15:59.646>message, <00:15:59.763>that <00:15:59.880>build

00:16:00.550 --> 00:16:00.560 align:start position:0%
<00:16:00.550>message, <00:16:00.551>that <00:16:00.553>Teams <00:16:00.555>message, <00:16:00.557>that <00:16:00.559>build

00:16:00.560 --> 00:16:03.190 align:start position:0%
<00:16:00.560>message, <00:16:00.676>that <00:16:00.793>Teams <00:16:00.910>message, <00:16:01.026>that <00:16:01.143>build <00:16:01.260>that <00:16:01.376>takes <00:16:01.493>45 <00:16:01.609>minutes, <00:16:01.726>that <00:16:01.843>flaky <00:16:01.959>test,

00:16:03.190 --> 00:16:03.200 align:start position:0%
<00:16:03.190>that <00:16:03.191>takes <00:16:03.193>45 <00:16:03.194>minutes, <00:16:03.196>that <00:16:03.197>flaky <00:16:03.199>test,

00:16:03.200 --> 00:16:04.590 align:start position:0%
<00:16:03.200>that <00:16:03.296>takes <00:16:03.392>45 <00:16:03.488>minutes, <00:16:03.584>that <00:16:03.681>flaky <00:16:03.777>test, <00:16:03.873>right? <00:16:03.969>Whatever <00:16:04.066>it <00:16:04.162>is <00:16:04.258>that's <00:16:04.354>pulling <00:16:04.451>you

00:16:04.590 --> 00:16:04.600 align:start position:0%
<00:16:04.590>right? <00:16:04.591>Whatever <00:16:04.593>it <00:16:04.594>is <00:16:04.596>that's <00:16:04.597>pulling <00:16:04.599>you

00:16:04.600 --> 00:16:06.270 align:start position:0%
<00:16:04.600>right? <00:16:04.693>Whatever <00:16:04.786>it <00:16:04.880>is <00:16:04.973>that's <00:16:05.066>pulling <00:16:05.160>you <00:16:05.253>out <00:16:05.346>of <00:16:05.440>there. <00:16:05.533>And <00:16:05.626>when <00:16:05.720>you <00:16:05.813>pull <00:16:05.906>out <00:16:06.000>of

00:16:06.270 --> 00:16:06.280 align:start position:0%
<00:16:06.270>out <00:16:06.271>of <00:16:06.272>there. <00:16:06.273>And <00:16:06.274>when <00:16:06.275>you <00:16:06.276>pull <00:16:06.277>out <00:16:06.279>of

00:16:06.280 --> 00:16:08.230 align:start position:0%
<00:16:06.280>out <00:16:06.373>of <00:16:06.466>there. <00:16:06.560>And <00:16:06.653>when <00:16:06.746>you <00:16:06.839>pull <00:16:06.933>out <00:16:07.026>of <00:16:07.120>that <00:16:07.213>flow <00:16:07.306>state, <00:16:07.400>the <00:16:07.493>brain <00:16:07.586>releases <00:16:07.680>a

00:16:08.230 --> 00:16:08.240 align:start position:0%
<00:16:08.230>that <00:16:08.231>flow <00:16:08.233>state, <00:16:08.234>the <00:16:08.236>brain <00:16:08.237>releases <00:16:08.239>a

00:16:08.240 --> 00:16:09.830 align:start position:0%
<00:16:08.240>that <00:16:08.380>flow <00:16:08.520>state, <00:16:08.660>the <00:16:08.800>brain <00:16:08.940>releases <00:16:09.080>a <00:16:09.220>little <00:16:09.360>bit <00:16:09.500>of <00:16:09.640>glutamate

00:16:09.830 --> 00:16:09.840 align:start position:0%
<00:16:09.830>little <00:16:09.833>bit <00:16:09.836>of <00:16:09.839>glutamate

00:16:09.840 --> 00:16:11.190 align:start position:0%
<00:16:09.840>little <00:16:09.950>bit <00:16:10.060>of <00:16:10.171>glutamate <00:16:10.281>a <00:16:10.392>little <00:16:10.502>bit <00:16:10.613>of <00:16:10.723>glutamate <00:16:10.834>toxin <00:16:10.944>into <00:16:11.055>the

00:16:11.190 --> 00:16:11.200 align:start position:0%
<00:16:11.190>a <00:16:11.191>little <00:16:11.192>bit <00:16:11.193>of <00:16:11.195>glutamate <00:16:11.196>toxin <00:16:11.197>into <00:16:11.199>the

00:16:11.200 --> 00:16:13.390 align:start position:0%
<00:16:11.200>a <00:16:11.327>little <00:16:11.454>bit <00:16:11.581>of <00:16:11.709>glutamate <00:16:11.836>toxin <00:16:11.963>into <00:16:12.090>the <00:16:12.218>prefrontal <00:16:12.345>cortex <00:16:12.472>effectively <00:16:12.600>indicating

00:16:13.390 --> 00:16:13.400 align:start position:0%
<00:16:13.390>prefrontal <00:16:13.393>cortex <00:16:13.396>effectively <00:16:13.399>indicating

00:16:13.400 --> 00:16:14.950 align:start position:0%
<00:16:13.400>prefrontal <00:16:13.539>cortex <00:16:13.679>effectively <00:16:13.818>indicating <00:16:13.958>chemically <00:16:14.097>that <00:16:14.237>that <00:16:14.376>chapter <00:16:14.516>of <00:16:14.655>work <00:16:14.795>is

00:16:14.950 --> 00:16:14.960 align:start position:0%
<00:16:14.950>chemically <00:16:14.951>that <00:16:14.953>that <00:16:14.954>chapter <00:16:14.956>of <00:16:14.957>work <00:16:14.959>is

00:16:14.960 --> 00:16:16.510 align:start position:0%
<00:16:14.960>chemically <00:16:15.053>that <00:16:15.146>that <00:16:15.239>chapter <00:16:15.332>of <00:16:15.425>work <00:16:15.518>is <00:16:15.611>done <00:16:15.704>for <00:16:15.797>the <00:16:15.890>day. <00:16:15.983>And <00:16:16.076>then <00:16:16.169>we <00:16:16.262>have <00:16:16.355>to

00:16:16.510 --> 00:16:16.520 align:start position:0%
<00:16:16.510>done <00:16:16.511>for <00:16:16.512>the <00:16:16.513>day. <00:16:16.514>And <00:16:16.515>then <00:16:16.516>we <00:16:16.517>have <00:16:16.519>to

00:16:16.520 --> 00:16:19.350 align:start position:0%
<00:16:16.520>done <00:16:16.593>for <00:16:16.667>the <00:16:16.741>day. <00:16:16.814>And <00:16:16.888>then <00:16:16.962>we <00:16:17.035>have <00:16:17.109>to <00:16:17.183>pay <00:16:17.256>a <00:16:17.330>10 <00:16:17.404>or <00:16:17.477>15 <00:16:17.551>minute <00:16:17.625>tax <00:16:17.698>or <00:16:17.772>so <00:16:17.846>to <00:16:17.920>move

00:16:19.350 --> 00:16:19.360 align:start position:0%
<00:16:19.350>pay <00:16:19.350>a <00:16:19.351>10 <00:16:19.352>or <00:16:19.353>15 <00:16:19.354>minute <00:16:19.355>tax <00:16:19.356>or <00:16:19.357>so <00:16:19.358>to <00:16:19.359>move

00:16:19.360 --> 00:16:21.070 align:start position:0%
<00:16:19.360>pay <00:16:19.437>a <00:16:19.515>10 <00:16:19.593>or <00:16:19.671>15 <00:16:19.748>minute <00:16:19.826>tax <00:16:19.904>or <00:16:19.982>so <00:16:20.060>to <00:16:20.137>move <00:16:20.215>into <00:16:20.293>our <00:16:20.371>next <00:16:20.448>flow <00:16:20.526>state. <00:16:20.604>So <00:16:20.682>we <00:16:20.760>go

00:16:21.070 --> 00:16:21.080 align:start position:0%
<00:16:21.070>into <00:16:21.071>our <00:16:21.072>next <00:16:21.073>flow <00:16:21.075>state. <00:16:21.076>So <00:16:21.077>we <00:16:21.079>go

00:16:21.080 --> 00:16:23.310 align:start position:0%
<00:16:21.080>into <00:16:21.180>our <00:16:21.280>next <00:16:21.380>flow <00:16:21.480>state. <00:16:21.580>So <00:16:21.680>we <00:16:21.780>go <00:16:21.880>through <00:16:21.980>these <00:16:22.080>periods <00:16:22.180>of <00:16:22.280>a <00:16:22.380>flow <00:16:22.480>context

00:16:23.310 --> 00:16:23.320 align:start position:0%
<00:16:23.310>through <00:16:23.311>these <00:16:23.313>periods <00:16:23.314>of <00:16:23.316>a <00:16:23.317>flow <00:16:23.319>context

00:16:23.320 --> 00:16:25.230 align:start position:0%
<00:16:23.320>through <00:16:23.436>these <00:16:23.553>periods <00:16:23.670>of <00:16:23.786>a <00:16:23.903>flow <00:16:24.020>context <00:16:24.136>switch <00:16:24.253>flow <00:16:24.370>context <00:16:24.486>switch <00:16:24.603>until <00:16:24.720>we

00:16:25.230 --> 00:16:25.240 align:start position:0%
<00:16:25.230>switch <00:16:25.231>flow <00:16:25.233>context <00:16:25.235>switch <00:16:25.237>until <00:16:25.239>we

00:16:25.240 --> 00:16:27.070 align:start position:0%
<00:16:25.240>switch <00:16:25.367>flow <00:16:25.494>context <00:16:25.621>switch <00:16:25.749>until <00:16:25.876>we <00:16:26.003>reach <00:16:26.130>a <00:16:26.258>threshold <00:16:26.385>until <00:16:26.512>the <00:16:26.640>glutamate

00:16:27.070 --> 00:16:27.080 align:start position:0%
<00:16:27.070>reach <00:16:27.071>a <00:16:27.073>threshold <00:16:27.075>until <00:16:27.077>the <00:16:27.079>glutamate

00:16:27.080 --> 00:16:28.350 align:start position:0%
<00:16:27.080>reach <00:16:27.175>a <00:16:27.270>threshold <00:16:27.365>until <00:16:27.461>the <00:16:27.556>glutamate <00:16:27.651>reaches <00:16:27.746>a <00:16:27.842>threshold <00:16:27.937>in <00:16:28.032>our <00:16:28.127>in <00:16:28.223>our

00:16:28.350 --> 00:16:28.360 align:start position:0%
<00:16:28.350>reaches <00:16:28.351>a <00:16:28.353>threshold <00:16:28.354>in <00:16:28.356>our <00:16:28.357>in <00:16:28.359>our

00:16:28.360 --> 00:16:29.750 align:start position:0%
<00:16:28.360>reaches <00:16:28.464>a <00:16:28.568>threshold <00:16:28.672>in <00:16:28.777>our <00:16:28.881>in <00:16:28.985>our <00:16:29.089>prefrontal <00:16:29.194>cortex <00:16:29.298>where <00:16:29.402>we <00:16:29.506>start <00:16:29.611>to

00:16:29.750 --> 00:16:29.760 align:start position:0%
<00:16:29.750>prefrontal <00:16:29.751>cortex <00:16:29.753>where <00:16:29.755>we <00:16:29.757>start <00:16:29.759>to

00:16:29.760 --> 00:16:32.350 align:start position:0%
<00:16:29.760>prefrontal <00:16:29.935>cortex <00:16:30.110>where <00:16:30.285>we <00:16:30.460>start <00:16:30.635>to <00:16:30.810>experience <00:16:30.985>cognitive <00:16:31.160>fatigue.

00:16:32.350 --> 00:16:32.360 align:start position:0%
<00:16:32.350>experience <00:16:32.354>cognitive <00:16:32.359>fatigue.

00:16:32.360 --> 00:16:33.550 align:start position:0%
<00:16:32.360>experience <00:16:32.479>cognitive <00:16:32.598>fatigue. <00:16:32.717>Okay? <00:16:32.836>And <00:16:32.954>that's <00:16:33.074>our <00:16:33.193>brain's <00:16:33.312>way <00:16:33.430>of

00:16:33.550 --> 00:16:33.560 align:start position:0%
<00:16:33.550>Okay? <00:16:33.551>And <00:16:33.553>that's <00:16:33.554>our <00:16:33.555>brain's <00:16:33.557>way <00:16:33.559>of

00:16:33.560 --> 00:16:35.670 align:start position:0%
<00:16:33.560>Okay? <00:16:33.660>And <00:16:33.760>that's <00:16:33.859>our <00:16:33.959>brain's <00:16:34.060>way <00:16:34.160>of <00:16:34.260>telling <00:16:34.359>us <00:16:34.459>that <00:16:34.560>we <00:16:34.660>can't <00:16:34.760>really <00:16:34.859>do <00:16:34.959>any

00:16:35.670 --> 00:16:35.680 align:start position:0%
<00:16:35.670>telling <00:16:35.671>us <00:16:35.672>that <00:16:35.673>we <00:16:35.675>can't <00:16:35.676>really <00:16:35.677>do <00:16:35.679>any

00:16:35.680 --> 00:16:37.670 align:start position:0%
<00:16:35.680>telling <00:16:35.767>us <00:16:35.854>that <00:16:35.942>we <00:16:36.030>can't <00:16:36.117>really <00:16:36.204>do <00:16:36.292>any <00:16:36.380>great <00:16:36.467>work <00:16:36.555>for <00:16:36.642>the <00:16:36.729>rest <00:16:36.817>of <00:16:36.905>the <00:16:36.992>day. <00:16:37.079>So

00:16:37.670 --> 00:16:37.680 align:start position:0%
<00:16:37.670>great <00:16:37.671>work <00:16:37.672>for <00:16:37.673>the <00:16:37.674>rest <00:16:37.675>of <00:16:37.676>the <00:16:37.677>day. <00:16:37.679>So

00:16:37.680 --> 00:16:38.910 align:start position:0%
<00:16:37.680>great <00:16:37.759>work <00:16:37.838>for <00:16:37.917>the <00:16:37.996>rest <00:16:38.075>of <00:16:38.154>the <00:16:38.233>day. <00:16:38.312>So <00:16:38.391>when <00:16:38.470>we're <00:16:38.549>trying <00:16:38.628>to <00:16:38.707>optimize <00:16:38.786>for

00:16:38.910 --> 00:16:38.920 align:start position:0%
<00:16:38.910>when <00:16:38.911>we're <00:16:38.913>trying <00:16:38.915>to <00:16:38.917>optimize <00:16:38.919>for

00:16:38.920 --> 00:16:40.590 align:start position:0%
<00:16:38.920>when <00:16:39.120>we're <00:16:39.319>trying <00:16:39.520>to <00:16:39.719>optimize <00:16:39.920>for <00:16:40.120>developer <00:16:40.319>experience,

00:16:40.590 --> 00:16:40.600 align:start position:0%
<00:16:40.590>developer <00:16:40.599>experience,

00:16:40.600 --> 00:16:43.270 align:start position:0%
<00:16:40.600>developer <00:16:40.775>experience, <00:16:40.950>we <00:16:41.125>want <00:16:41.300>to <00:16:41.475>extend <00:16:41.650>these <00:16:41.825>flow <00:16:42.000>chapters

00:16:43.270 --> 00:16:43.280 align:start position:0%
<00:16:43.270>we <00:16:43.271>want <00:16:43.273>to <00:16:43.274>extend <00:16:43.276>these <00:16:43.277>flow <00:16:43.279>chapters

00:16:43.280 --> 00:16:44.910 align:start position:0%
<00:16:43.280>we <00:16:43.373>want <00:16:43.466>to <00:16:43.560>extend <00:16:43.653>these <00:16:43.746>flow <00:16:43.839>chapters <00:16:43.933>for <00:16:44.026>as <00:16:44.120>long <00:16:44.213>as <00:16:44.306>possible. <00:16:44.400>I <00:16:44.493>mean <00:16:44.586>we <00:16:44.680>can't

00:16:44.910 --> 00:16:44.920 align:start position:0%
<00:16:44.910>for <00:16:44.911>as <00:16:44.912>long <00:16:44.913>as <00:16:44.914>possible. <00:16:44.915>I <00:16:44.916>mean <00:16:44.917>we <00:16:44.919>can't

00:16:44.920 --> 00:16:46.750 align:start position:0%
<00:16:44.920>for <00:16:45.013>as <00:16:45.106>long <00:16:45.199>as <00:16:45.293>possible. <00:16:45.386>I <00:16:45.479>mean <00:16:45.573>we <00:16:45.666>can't <00:16:45.760>stay <00:16:45.853>in <00:16:45.946>flow <00:16:46.040>forever, <00:16:46.133>right? <00:16:46.226>But <00:16:46.319>being

00:16:46.750 --> 00:16:46.760 align:start position:0%
<00:16:46.750>stay <00:16:46.751>in <00:16:46.753>flow <00:16:46.754>forever, <00:16:46.756>right? <00:16:46.757>But <00:16:46.759>being

00:16:46.760 --> 00:16:48.070 align:start position:0%
<00:16:46.760>stay <00:16:46.833>in <00:16:46.907>flow <00:16:46.981>forever, <00:16:47.054>right? <00:16:47.128>But <00:16:47.202>being <00:16:47.275>able <00:16:47.349>to <00:16:47.423>stay <00:16:47.496>in <00:16:47.570>flow <00:16:47.644>for <00:16:47.717>an <00:16:47.791>hour <00:16:47.865>and <00:16:47.939>a

00:16:48.070 --> 00:16:48.080 align:start position:0%
<00:16:48.070>able <00:16:48.071>to <00:16:48.072>stay <00:16:48.073>in <00:16:48.074>flow <00:16:48.075>for <00:16:48.076>an <00:16:48.077>hour <00:16:48.078>and <00:16:48.079>a

00:16:48.080 --> 00:16:51.150 align:start position:0%
<00:16:48.080>able <00:16:48.162>to <00:16:48.244>stay <00:16:48.327>in <00:16:48.409>flow <00:16:48.491>for <00:16:48.574>an <00:16:48.656>hour <00:16:48.738>and <00:16:48.821>a <00:16:48.903>half <00:16:48.985>is <00:16:49.068>way <00:16:49.150>better <00:16:49.232>than <00:16:49.315>like <00:16:49.397>10 <00:16:49.480>minutes

00:16:51.150 --> 00:16:51.160 align:start position:0%
<00:16:51.150>half <00:16:51.151>is <00:16:51.152>way <00:16:51.153>better <00:16:51.155>than <00:16:51.156>like <00:16:51.157>10 <00:16:51.159>minutes

00:16:51.160 --> 00:16:52.870 align:start position:0%
<00:16:51.160>half <00:16:51.260>is <00:16:51.360>way <00:16:51.459>better <00:16:51.560>than <00:16:51.660>like <00:16:51.760>10 <00:16:51.860>minutes <00:16:51.959>at <00:16:52.060>a <00:16:52.160>time <00:16:52.260>and <00:16:52.360>context <00:16:52.459>switching <00:16:52.560>that

00:16:52.870 --> 00:16:52.880 align:start position:0%
<00:16:52.870>at <00:16:52.871>a <00:16:52.873>time <00:16:52.874>and <00:16:52.876>context <00:16:52.877>switching <00:16:52.879>that

00:16:52.880 --> 00:16:55.350 align:start position:0%
<00:16:52.880>at <00:16:52.980>a <00:16:53.080>time <00:16:53.180>and <00:16:53.280>context <00:16:53.380>switching <00:16:53.480>that <00:16:53.580>quickly, <00:16:53.680>right? <00:16:53.780>This <00:16:53.880>is <00:16:53.980>why <00:16:54.080>we <00:16:54.180>we <00:16:54.280>we

00:16:55.350 --> 00:16:55.360 align:start position:0%
<00:16:55.350>quickly, <00:16:55.351>right? <00:16:55.352>This <00:16:55.353>is <00:16:55.355>why <00:16:55.356>we <00:16:55.357>we <00:16:55.359>we

00:16:55.360 --> 00:16:57.150 align:start position:0%
<00:16:55.360>quickly, <00:16:55.460>right? <00:16:55.560>This <00:16:55.660>is <00:16:55.760>why <00:16:55.860>we <00:16:55.960>we <00:16:56.060>we <00:16:56.160>have <00:16:56.260>such <00:16:56.360>a <00:16:56.460>need <00:16:56.560>now <00:16:56.660>for <00:16:56.760>agent

00:16:57.150 --> 00:16:57.160 align:start position:0%
<00:16:57.150>have <00:16:57.151>such <00:16:57.153>a <00:16:57.154>need <00:16:57.156>now <00:16:57.157>for <00:16:57.159>agent

00:16:57.160 --> 00:16:59.990 align:start position:0%
<00:16:57.160>have <00:16:57.267>such <00:16:57.375>a <00:16:57.483>need <00:16:57.590>now <00:16:57.698>for <00:16:57.806>agent <00:16:57.913>orchestration, <00:16:58.021>right? <00:16:58.129>if <00:16:58.236>we <00:16:58.344>have <00:16:58.452>20 <00:16:58.560>CLIs

00:16:59.990 --> 00:17:00.000 align:start position:0%
<00:16:59.990>orchestration, <00:16:59.991>right? <00:16:59.993>if <00:16:59.994>we <00:16:59.996>have <00:16:59.997>20 <00:16:59.999>CLIs

00:17:00.000 --> 00:17:02.790 align:start position:0%
<00:17:00.000>orchestration, <00:17:00.107>right? <00:17:00.215>if <00:17:00.323>we <00:17:00.430>have <00:17:00.538>20 <00:17:00.646>CLIs <00:17:00.753>open <00:17:00.861>and <00:17:00.969>20 <00:17:01.076>agents <00:17:01.184>and <00:17:01.292>we're <00:17:01.400>context

00:17:02.790 --> 00:17:02.800 align:start position:0%
<00:17:02.790>open <00:17:02.791>and <00:17:02.793>20 <00:17:02.794>agents <00:17:02.795>and <00:17:02.797>we're <00:17:02.799>context

00:17:02.800 --> 00:17:04.069 align:start position:0%
<00:17:02.800>open <00:17:02.887>and <00:17:02.975>20 <00:17:03.063>agents <00:17:03.151>and <00:17:03.239>we're <00:17:03.327>context <00:17:03.414>switching <00:17:03.502>between <00:17:03.590>all <00:17:03.678>of <00:17:03.766>that, <00:17:03.854>that <00:17:03.942>is

00:17:04.069 --> 00:17:04.079 align:start position:0%
<00:17:04.069>switching <00:17:04.070>between <00:17:04.071>all <00:17:04.073>of <00:17:04.075>that, <00:17:04.076>that <00:17:04.078>is

00:17:04.079 --> 00:17:05.590 align:start position:0%
<00:17:04.079>switching <00:17:04.192>between <00:17:04.305>all <00:17:04.418>of <00:17:04.532>that, <00:17:04.645>that <00:17:04.758>is <00:17:04.872>not <00:17:04.985>good <00:17:05.098>for <00:17:05.212>our <00:17:05.325>cognitive <00:17:05.438>fatigue.

00:17:05.590 --> 00:17:05.600 align:start position:0%
<00:17:05.589>not <00:17:05.591>good <00:17:05.593>for <00:17:05.595>our <00:17:05.597>cognitive <00:17:05.598>fatigue.

00:17:05.600 --> 00:17:08.189 align:start position:0%
<00:17:05.599>not <00:17:05.707>good <00:17:05.815>for <00:17:05.923>our <00:17:06.030>cognitive <00:17:06.138>fatigue. <00:17:06.246>There's <00:17:06.353>a <00:17:06.461>word <00:17:06.569>for <00:17:06.676>it. <00:17:06.784>AI <00:17:06.892>brain <00:17:07.000>fry.

00:17:08.189 --> 00:17:08.199 align:start position:0%
<00:17:08.189>There's <00:17:08.190>a <00:17:08.191>word <00:17:08.192>for <00:17:08.194>it. <00:17:08.195>AI <00:17:08.196>brain <00:17:08.198>fry.

00:17:08.199 --> 00:17:09.470 align:start position:0%
<00:17:08.199>There's <00:17:08.280>a <00:17:08.362>word <00:17:08.444>for <00:17:08.525>it. <00:17:08.607>AI <00:17:08.689>brain <00:17:08.770>fry. <00:17:08.852>Some <00:17:08.934>of <00:17:09.016>you <00:17:09.097>may <00:17:09.179>have <00:17:09.261>experienced <00:17:09.342>that

00:17:09.470 --> 00:17:09.480 align:start position:0%
<00:17:09.470>Some <00:17:09.471>of <00:17:09.473>you <00:17:09.474>may <00:17:09.476>have <00:17:09.477>experienced <00:17:09.479>that

00:17:09.480 --> 00:17:11.150 align:start position:0%
<00:17:09.480>Some <00:17:09.587>of <00:17:09.695>you <00:17:09.803>may <00:17:09.910>have <00:17:10.018>experienced <00:17:10.126>that <00:17:10.233>already, <00:17:10.341>right? <00:17:10.449>So <00:17:10.556>what <00:17:10.664>we <00:17:10.772>really <00:17:10.880>want

00:17:11.150 --> 00:17:11.160 align:start position:0%
<00:17:11.150>already, <00:17:11.151>right? <00:17:11.153>So <00:17:11.154>what <00:17:11.156>we <00:17:11.157>really <00:17:11.159>want

00:17:11.160 --> 00:17:13.230 align:start position:0%
<00:17:11.160>already, <00:17:11.260>right? <00:17:11.360>So <00:17:11.460>what <00:17:11.560>we <00:17:11.660>really <00:17:11.760>want <00:17:11.860>to <00:17:11.960>do <00:17:12.060>is <00:17:12.160>extend <00:17:12.260>these <00:17:12.360>chapters <00:17:12.460>as <00:17:12.560>long

00:17:13.230 --> 00:17:13.240 align:start position:0%
<00:17:13.230>to <00:17:13.231>do <00:17:13.232>is <00:17:13.233>extend <00:17:13.235>these <00:17:13.236>chapters <00:17:13.237>as <00:17:13.239>long

00:17:13.240 --> 00:17:15.510 align:start position:0%
<00:17:13.240>to <00:17:13.347>do <00:17:13.455>is <00:17:13.563>extend <00:17:13.670>these <00:17:13.778>chapters <00:17:13.886>as <00:17:13.993>long <00:17:14.101>as <00:17:14.209>possible. <00:17:14.316>So <00:17:14.424>this <00:17:14.532>discipline <00:17:14.640>of

00:17:15.510 --> 00:17:15.520 align:start position:0%
<00:17:15.510>as <00:17:15.511>possible. <00:17:15.513>So <00:17:15.515>this <00:17:15.517>discipline <00:17:15.519>of

00:17:15.520 --> 00:17:17.350 align:start position:0%
<00:17:15.520>as <00:17:15.675>possible. <00:17:15.831>So <00:17:15.986>this <00:17:16.142>discipline <00:17:16.297>of <00:17:16.453>developer <00:17:16.608>experience <00:17:16.764>combined <00:17:16.920>with

00:17:17.350 --> 00:17:17.360 align:start position:0%
<00:17:17.349>developer <00:17:17.352>experience <00:17:17.356>combined <00:17:17.358>with

00:17:17.360 --> 00:17:18.870 align:start position:0%
<00:17:17.359>developer <00:17:17.495>experience <00:17:17.631>combined <00:17:17.767>with <00:17:17.903>DevOps <00:17:18.039>certainly <00:17:18.175>and <00:17:18.311>a <00:17:18.447>bit <00:17:18.583>of <00:17:18.718>product

00:17:18.870 --> 00:17:18.880 align:start position:0%
<00:17:18.869>DevOps <00:17:18.871>certainly <00:17:18.873>and <00:17:18.874>a <00:17:18.876>bit <00:17:18.877>of <00:17:18.879>product

00:17:18.880 --> 00:17:20.750 align:start position:0%
<00:17:18.880>DevOps <00:17:18.987>certainly <00:17:19.095>and <00:17:19.203>a <00:17:19.310>bit <00:17:19.418>of <00:17:19.526>product <00:17:19.633>management <00:17:19.741>now <00:17:19.849>brings <00:17:19.956>us <00:17:20.064>into <00:17:20.172>this <00:17:20.280>world

00:17:20.750 --> 00:17:20.760 align:start position:0%
<00:17:20.750>management <00:17:20.751>now <00:17:20.752>brings <00:17:20.754>us <00:17:20.756>into <00:17:20.757>this <00:17:20.759>world

00:17:20.760 --> 00:17:22.910 align:start position:0%
<00:17:20.760>management <00:17:20.867>now <00:17:20.975>brings <00:17:21.083>us <00:17:21.190>into <00:17:21.298>this <00:17:21.406>world <00:17:21.513>of <00:17:21.621>more <00:17:21.729>platform <00:17:21.836>engineering. <00:17:21.944>And <00:17:22.052>a <00:17:22.160>good

00:17:22.910 --> 00:17:22.920 align:start position:0%
<00:17:22.910>of <00:17:22.911>more <00:17:22.913>platform <00:17:22.914>engineering. <00:17:22.916>And <00:17:22.917>a <00:17:22.919>good

00:17:22.920 --> 00:17:24.189 align:start position:0%
<00:17:22.920>of <00:17:23.023>more <00:17:23.127>platform <00:17:23.231>engineering. <00:17:23.335>And <00:17:23.439>a <00:17:23.542>good <00:17:23.646>platform <00:17:23.750>engineer <00:17:23.854>should <00:17:23.958>really <00:17:24.062>be

00:17:24.189 --> 00:17:24.199 align:start position:0%
<00:17:24.189>platform <00:17:24.191>engineer <00:17:24.193>should <00:17:24.195>really <00:17:24.198>be

00:17:24.199 --> 00:17:26.949 align:start position:0%
<00:17:24.199>platform <00:17:24.354>engineer <00:17:24.510>should <00:17:24.665>really <00:17:24.821>be <00:17:24.976>considerate <00:17:25.132>of <00:17:25.287>the <00:17:25.443>developer <00:17:25.599>experience.

00:17:26.949 --> 00:17:26.959 align:start position:0%
<00:17:26.949>considerate <00:17:26.951>of <00:17:26.953>the <00:17:26.955>developer <00:17:26.958>experience.

00:17:26.959 --> 00:17:28.429 align:start position:0%
<00:17:26.959>considerate <00:17:27.069>of <00:17:27.179>the <00:17:27.289>developer <00:17:27.400>experience. <00:17:27.510>And <00:17:27.620>so <00:17:27.730>we <00:17:27.841>need <00:17:27.951>a <00:17:28.061>new <00:17:28.171>uh <00:17:28.282>measurement

00:17:28.429 --> 00:17:28.439 align:start position:0%
<00:17:28.429>And <00:17:28.430>so <00:17:28.431>we <00:17:28.432>need <00:17:28.434>a <00:17:28.435>new <00:17:28.436>uh <00:17:28.438>measurement

00:17:28.439 --> 00:17:30.230 align:start position:0%
<00:17:28.439>And <00:17:28.532>so <00:17:28.625>we <00:17:28.719>need <00:17:28.812>a <00:17:28.905>new <00:17:28.999>uh <00:17:29.092>measurement <00:17:29.185>framework <00:17:29.279>for <00:17:29.372>this <00:17:29.465>as <00:17:29.559>well. <00:17:29.652>And <00:17:29.745>this <00:17:29.839>is

00:17:30.230 --> 00:17:30.240 align:start position:0%
<00:17:30.230>framework <00:17:30.231>for <00:17:30.232>this <00:17:30.233>as <00:17:30.235>well. <00:17:30.236>And <00:17:30.237>this <00:17:30.239>is

00:17:30.240 --> 00:17:32.230 align:start position:0%
<00:17:30.240>framework <00:17:30.347>for <00:17:30.455>this <00:17:30.563>as <00:17:30.670>well. <00:17:30.778>And <00:17:30.886>this <00:17:30.993>is <00:17:31.101>where <00:17:31.209>the <00:17:31.316>SPACE <00:17:31.424>framework <00:17:31.532>comes <00:17:31.640>from.

00:17:32.230 --> 00:17:32.240 align:start position:0%
<00:17:32.230>where <00:17:32.231>the <00:17:32.233>SPACE <00:17:32.235>framework <00:17:32.237>comes <00:17:32.239>from.

00:17:32.240 --> 00:17:34.430 align:start position:0%
<00:17:32.240>where <00:17:32.367>the <00:17:32.494>SPACE <00:17:32.621>framework <00:17:32.749>comes <00:17:32.876>from. <00:17:33.003>Anybody <00:17:33.130>heard <00:17:33.258>of <00:17:33.385>SPACE <00:17:33.512>framework <00:17:33.640>before?

00:17:34.430 --> 00:17:34.440 align:start position:0%
<00:17:34.430>Anybody <00:17:34.431>heard <00:17:34.433>of <00:17:34.435>SPACE <00:17:34.437>framework <00:17:34.439>before?

00:17:34.440 --> 00:17:35.750 align:start position:0%
<00:17:34.440>Anybody <00:17:34.530>heard <00:17:34.621>of <00:17:34.712>SPACE <00:17:34.802>framework <00:17:34.893>before? <00:17:34.984>A <00:17:35.074>few <00:17:35.165>of <00:17:35.256>you, <00:17:35.346>great. <00:17:35.437>So <00:17:35.528>uh <00:17:35.619>Nicole

00:17:35.750 --> 00:17:35.760 align:start position:0%
<00:17:35.750>A <00:17:35.751>few <00:17:35.752>of <00:17:35.753>you, <00:17:35.755>great. <00:17:35.756>So <00:17:35.757>uh <00:17:35.759>Nicole

00:17:35.760 --> 00:17:37.390 align:start position:0%
<00:17:35.760>A <00:17:35.867>few <00:17:35.975>of <00:17:36.083>you, <00:17:36.190>great. <00:17:36.298>So <00:17:36.406>uh <00:17:36.513>Nicole <00:17:36.621>Forsgren <00:17:36.729>from <00:17:36.836>DORA <00:17:36.944>metrics <00:17:37.052>worked <00:17:37.160>on

00:17:37.390 --> 00:17:37.400 align:start position:0%
<00:17:37.390>Forsgren <00:17:37.391>from <00:17:37.393>DORA <00:17:37.395>metrics <00:17:37.397>worked <00:17:37.399>on

00:17:37.400 --> 00:17:39.630 align:start position:0%
<00:17:37.400>Forsgren <00:17:37.516>from <00:17:37.633>DORA <00:17:37.750>metrics <00:17:37.866>worked <00:17:37.983>on <00:17:38.100>this <00:17:38.216>along <00:17:38.333>with <00:17:38.450>uh <00:17:38.566>Margaret <00:17:38.683>Ann <00:17:38.800>Story,

00:17:39.630 --> 00:17:39.640 align:start position:0%
<00:17:39.630>this <00:17:39.631>along <00:17:39.633>with <00:17:39.634>uh <00:17:39.636>Margaret <00:17:39.637>Ann <00:17:39.639>Story,

00:17:39.640 --> 00:17:41.430 align:start position:0%
<00:17:39.640>this <00:17:39.740>along <00:17:39.840>with <00:17:39.940>uh <00:17:40.040>Margaret <00:17:40.140>Ann <00:17:40.240>Story, <00:17:40.340>Peggy <00:17:40.440>Story, <00:17:40.540>a <00:17:40.640>friend <00:17:40.740>and <00:17:40.840>and <00:17:40.940>mentor <00:17:41.040>of

00:17:41.430 --> 00:17:41.440 align:start position:0%
<00:17:41.430>Peggy <00:17:41.431>Story, <00:17:41.432>a <00:17:41.433>friend <00:17:41.435>and <00:17:41.436>and <00:17:41.437>mentor <00:17:41.439>of

00:17:41.440 --> 00:17:43.510 align:start position:0%
<00:17:41.440>Peggy <00:17:41.533>Story, <00:17:41.626>a <00:17:41.720>friend <00:17:41.813>and <00:17:41.906>and <00:17:42.000>mentor <00:17:42.093>of <00:17:42.186>mine, <00:17:42.280>as <00:17:42.373>well <00:17:42.466>as <00:17:42.560>uh <00:17:42.653>multiple <00:17:42.746>members <00:17:42.840>of

00:17:43.510 --> 00:17:43.520 align:start position:0%
<00:17:43.510>mine, <00:17:43.511>as <00:17:43.512>well <00:17:43.513>as <00:17:43.515>uh <00:17:43.516>multiple <00:17:43.517>members <00:17:43.519>of

00:17:43.520 --> 00:17:44.790 align:start position:0%
<00:17:43.520>mine, <00:17:43.623>as <00:17:43.727>well <00:17:43.831>as <00:17:43.935>uh <00:17:44.039>multiple <00:17:44.143>members <00:17:44.247>of <00:17:44.351>the <00:17:44.455>Microsoft <00:17:44.559>productivity <00:17:44.663>team

00:17:44.790 --> 00:17:44.800 align:start position:0%
<00:17:44.790>the <00:17:44.793>Microsoft <00:17:44.796>productivity <00:17:44.799>team

00:17:44.800 --> 00:17:47.150 align:start position:0%
<00:17:44.800>the <00:17:44.940>Microsoft <00:17:45.080>productivity <00:17:45.220>team <00:17:45.360>including <00:17:45.500>Brian <00:17:45.639>Hawk <00:17:45.780>who <00:17:45.919>just <00:17:46.060>joined <00:17:46.200>DX

00:17:47.150 --> 00:17:47.160 align:start position:0%
<00:17:47.150>including <00:17:47.151>Brian <00:17:47.153>Hawk <00:17:47.154>who <00:17:47.156>just <00:17:47.157>joined <00:17:47.159>DX

00:17:47.160 --> 00:17:49.670 align:start position:0%
<00:17:47.160>including <00:17:47.253>Brian <00:17:47.346>Hawk <00:17:47.440>who <00:17:47.533>just <00:17:47.626>joined <00:17:47.720>DX <00:17:47.813>in <00:17:47.906>early <00:17:48.000>May. <00:17:48.093>Uh <00:17:48.186>very <00:17:48.280>happy <00:17:48.373>to <00:17:48.466>have <00:17:48.560>him

00:17:49.670 --> 00:17:49.680 align:start position:0%
<00:17:49.670>in <00:17:49.671>early <00:17:49.672>May. <00:17:49.673>Uh <00:17:49.674>very <00:17:49.675>happy <00:17:49.676>to <00:17:49.677>have <00:17:49.679>him

00:17:49.680 --> 00:17:52.830 align:start position:0%
<00:17:49.680>in <00:17:49.762>early <00:17:49.844>May. <00:17:49.927>Uh <00:17:50.009>very <00:17:50.091>happy <00:17:50.174>to <00:17:50.256>have <00:17:50.338>him <00:17:50.421>uh <00:17:50.503>on <00:17:50.585>the <00:17:50.668>team. <00:17:50.750>So <00:17:50.832>SPACE <00:17:50.915>is <00:17:50.997>a <00:17:51.080>framework

00:17:52.830 --> 00:17:52.840 align:start position:0%
<00:17:52.830>uh <00:17:52.831>on <00:17:52.832>the <00:17:52.833>team. <00:17:52.834>So <00:17:52.835>SPACE <00:17:52.836>is <00:17:52.837>a <00:17:52.839>framework

00:17:52.840 --> 00:17:54.910 align:start position:0%
<00:17:52.840>uh <00:17:52.933>on <00:17:53.026>the <00:17:53.120>team. <00:17:53.213>So <00:17:53.306>SPACE <00:17:53.399>is <00:17:53.493>a <00:17:53.586>framework <00:17:53.679>for <00:17:53.773>creating <00:17:53.866>a <00:17:53.959>metric <00:17:54.053>set. <00:17:54.146>It <00:17:54.240>doesn't

00:17:54.910 --> 00:17:54.920 align:start position:0%
<00:17:54.910>for <00:17:54.911>creating <00:17:54.913>a <00:17:54.914>metric <00:17:54.916>set. <00:17:54.917>It <00:17:54.919>doesn't

00:17:54.920 --> 00:17:57.390 align:start position:0%
<00:17:54.920>for <00:17:55.036>creating <00:17:55.153>a <00:17:55.270>metric <00:17:55.386>set. <00:17:55.503>It <00:17:55.620>doesn't <00:17:55.736>actually <00:17:55.853>prescribe <00:17:55.970>metrics <00:17:56.086>on <00:17:56.203>its <00:17:56.320>own.

00:17:57.390 --> 00:17:57.400 align:start position:0%
<00:17:57.390>actually <00:17:57.391>prescribe <00:17:57.393>metrics <00:17:57.395>on <00:17:57.397>its <00:17:57.399>own.

00:17:57.400 --> 00:17:59.830 align:start position:0%
<00:17:57.400>actually <00:17:57.507>prescribe <00:17:57.615>metrics <00:17:57.723>on <00:17:57.830>its <00:17:57.938>own. <00:17:58.046>What <00:17:58.153>it <00:17:58.261>does <00:17:58.369>is <00:17:58.476>provide <00:17:58.584>these <00:17:58.692>five <00:17:58.800>uh

00:17:59.830 --> 00:17:59.840 align:start position:0%
<00:17:59.830>What <00:17:59.831>it <00:17:59.832>does <00:17:59.833>is <00:17:59.835>provide <00:17:59.836>these <00:17:59.837>five <00:17:59.839>uh

00:17:59.840 --> 00:18:01.950 align:start position:0%
<00:17:59.840>What <00:17:59.967>it <00:18:00.094>does <00:18:00.221>is <00:18:00.349>provide <00:18:00.476>these <00:18:00.603>five <00:18:00.730>uh <00:18:00.858>balancing <00:18:00.985>dimensions <00:18:01.112>of <00:18:01.240>satisfaction,

00:18:01.950 --> 00:18:01.960 align:start position:0%
<00:18:01.950>balancing <00:18:01.953>dimensions <00:18:01.956>of <00:18:01.959>satisfaction,

00:18:01.960 --> 00:18:03.910 align:start position:0%
<00:18:01.960>balancing <00:18:02.193>dimensions <00:18:02.426>of <00:18:02.660>satisfaction, <00:18:02.893>performance, <00:18:03.126>activity, <00:18:03.360>collaboration,

00:18:03.910 --> 00:18:03.920 align:start position:0%
<00:18:03.910>performance, <00:18:03.914>activity, <00:18:03.919>collaboration,

00:18:03.920 --> 00:18:05.870 align:start position:0%
<00:18:03.920>performance, <00:18:04.120>activity, <00:18:04.320>collaboration, <00:18:04.520>and <00:18:04.720>efficiency. <00:18:04.920>And <00:18:05.120>it <00:18:05.320>effectively

00:18:05.870 --> 00:18:05.880 align:start position:0%
<00:18:05.870>and <00:18:05.872>efficiency. <00:18:05.874>And <00:18:05.876>it <00:18:05.879>effectively

00:18:05.880 --> 00:18:07.550 align:start position:0%
<00:18:05.880>and <00:18:06.035>efficiency. <00:18:06.191>And <00:18:06.346>it <00:18:06.502>effectively <00:18:06.657>provides <00:18:06.813>scaffolding <00:18:06.968>around <00:18:07.124>which <00:18:07.280>you

00:18:07.550 --> 00:18:07.560 align:start position:0%
<00:18:07.550>provides <00:18:07.552>scaffolding <00:18:07.554>around <00:18:07.556>which <00:18:07.559>you

00:18:07.560 --> 00:18:08.990 align:start position:0%
<00:18:07.560>provides <00:18:07.688>scaffolding <00:18:07.817>around <00:18:07.946>which <00:18:08.074>you <00:18:08.203>can <00:18:08.332>kind <00:18:08.460>of <00:18:08.589>build <00:18:08.718>your <00:18:08.847>engineering

00:18:08.990 --> 00:18:09.000 align:start position:0%
<00:18:08.990>can <00:18:08.991>kind <00:18:08.993>of <00:18:08.995>build <00:18:08.997>your <00:18:08.999>engineering

00:18:09.000 --> 00:18:10.990 align:start position:0%
<00:18:09.000>can <00:18:09.127>kind <00:18:09.254>of <00:18:09.381>build <00:18:09.509>your <00:18:09.636>engineering <00:18:09.763>culture. <00:18:09.890>Culture's <00:18:10.018>kind <00:18:10.145>of <00:18:10.272>this <00:18:10.400>weird

00:18:10.990 --> 00:18:11.000 align:start position:0%
<00:18:10.990>culture. <00:18:10.991>Culture's <00:18:10.993>kind <00:18:10.995>of <00:18:10.997>this <00:18:10.999>weird

00:18:11.000 --> 00:18:12.550 align:start position:0%
<00:18:11.000>culture. <00:18:11.107>Culture's <00:18:11.214>kind <00:18:11.321>of <00:18:11.429>this <00:18:11.536>weird <00:18:11.643>thing. <00:18:11.751>We <00:18:11.858>we <00:18:11.965>tend <00:18:12.073>to <00:18:12.180>talk <00:18:12.287>in <00:18:12.395>binary

00:18:12.550 --> 00:18:12.560 align:start position:0%
<00:18:12.550>thing. <00:18:12.551>We <00:18:12.552>we <00:18:12.553>tend <00:18:12.555>to <00:18:12.556>talk <00:18:12.557>in <00:18:12.559>binary

00:18:12.560 --> 00:18:14.750 align:start position:0%
<00:18:12.560>thing. <00:18:12.659>We <00:18:12.760>we <00:18:12.860>tend <00:18:12.960>to <00:18:13.060>talk <00:18:13.159>in <00:18:13.260>binary <00:18:13.360>terms <00:18:13.460>about <00:18:13.560>culture. <00:18:13.659>We <00:18:13.760>built <00:18:13.860>a <00:18:13.960>culture

00:18:14.750 --> 00:18:14.760 align:start position:0%
<00:18:14.750>terms <00:18:14.751>about <00:18:14.753>culture. <00:18:14.754>We <00:18:14.756>built <00:18:14.757>a <00:18:14.759>culture

00:18:14.760 --> 00:18:16.830 align:start position:0%
<00:18:14.760>terms <00:18:14.860>about <00:18:14.960>culture. <00:18:15.060>We <00:18:15.160>built <00:18:15.260>a <00:18:15.360>culture <00:18:15.460>or <00:18:15.560>we <00:18:15.660>have <00:18:15.760>a <00:18:15.860>culture. <00:18:15.960>Everyone <00:18:16.060>has <00:18:16.160>a

00:18:16.830 --> 00:18:16.840 align:start position:0%
<00:18:16.830>or <00:18:16.831>we <00:18:16.832>have <00:18:16.833>a <00:18:16.835>culture. <00:18:16.836>Everyone <00:18:16.837>has <00:18:16.839>a

00:18:16.840 --> 00:18:18.710 align:start position:0%
<00:18:16.840>or <00:18:16.947>we <00:18:17.055>have <00:18:17.163>a <00:18:17.270>culture. <00:18:17.378>Everyone <00:18:17.486>has <00:18:17.593>a <00:18:17.701>culture. <00:18:17.809>The <00:18:17.916>question <00:18:18.024>is <00:18:18.132>whether <00:18:18.240>you

00:18:18.710 --> 00:18:18.720 align:start position:0%
<00:18:18.710>culture. <00:18:18.711>The <00:18:18.713>question <00:18:18.715>is <00:18:18.717>whether <00:18:18.719>you

00:18:18.720 --> 00:18:20.990 align:start position:0%
<00:18:18.720>culture. <00:18:18.847>The <00:18:18.974>question <00:18:19.101>is <00:18:19.229>whether <00:18:19.356>you <00:18:19.483>have <00:18:19.610>an <00:18:19.738>intentional <00:18:19.865>culture <00:18:19.992>built <00:18:20.120>along

00:18:20.990 --> 00:18:21.000 align:start position:0%
<00:18:20.990>have <00:18:20.991>an <00:18:20.993>intentional <00:18:20.995>culture <00:18:20.997>built <00:18:20.999>along

00:18:21.000 --> 00:18:23.270 align:start position:0%
<00:18:21.000>have <00:18:21.140>an <00:18:21.280>intentional <00:18:21.420>culture <00:18:21.560>built <00:18:21.700>along <00:18:21.840>intentional <00:18:21.980>struts <00:18:22.120>like <00:18:22.260>SPACE <00:18:22.400>framework

00:18:23.270 --> 00:18:23.280 align:start position:0%
<00:18:23.270>intentional <00:18:23.272>struts <00:18:23.274>like <00:18:23.276>SPACE <00:18:23.279>framework

00:18:23.280 --> 00:18:25.030 align:start position:0%
<00:18:23.280>intentional <00:18:23.420>struts <00:18:23.560>like <00:18:23.700>SPACE <00:18:23.840>framework <00:18:23.980>or <00:18:24.120>an <00:18:24.260>unintentional <00:18:24.399>culture <00:18:24.540>that <00:18:24.680>just

00:18:25.030 --> 00:18:25.040 align:start position:0%
<00:18:25.030>or <00:18:25.031>an <00:18:25.033>unintentional <00:18:25.035>culture <00:18:25.037>that <00:18:25.039>just

00:18:25.040 --> 00:18:26.830 align:start position:0%
<00:18:25.040>or <00:18:25.147>an <00:18:25.255>unintentional <00:18:25.363>culture <00:18:25.470>that <00:18:25.578>just <00:18:25.686>sort <00:18:25.793>of <00:18:25.901>grown <00:18:26.009>out <00:18:26.116>of <00:18:26.224>control <00:18:26.332>and <00:18:26.440>is

00:18:26.830 --> 00:18:26.840 align:start position:0%
<00:18:26.830>sort <00:18:26.831>of <00:18:26.832>grown <00:18:26.833>out <00:18:26.835>of <00:18:26.836>control <00:18:26.837>and <00:18:26.839>is

00:18:26.840 --> 00:18:28.350 align:start position:0%
<00:18:26.840>sort <00:18:26.937>of <00:18:27.034>grown <00:18:27.131>out <00:18:27.228>of <00:18:27.325>control <00:18:27.422>and <00:18:27.519>is <00:18:27.616>unpredictable <00:18:27.713>and <00:18:27.810>has <00:18:27.907>a <00:18:28.004>tendency <00:18:28.101>to <00:18:28.198>sort

00:18:28.350 --> 00:18:28.360 align:start position:0%
<00:18:28.350>unpredictable <00:18:28.351>and <00:18:28.352>has <00:18:28.354>a <00:18:28.356>tendency <00:18:28.357>to <00:18:28.359>sort

00:18:28.360 --> 00:18:30.790 align:start position:0%
<00:18:28.360>unpredictable <00:18:28.453>and <00:18:28.546>has <00:18:28.639>a <00:18:28.733>tendency <00:18:28.826>to <00:18:28.919>sort <00:18:29.013>of <00:18:29.106>ossify. <00:18:29.199>Um <00:18:29.293>so <00:18:29.386>SPACE <00:18:29.479>is <00:18:29.573>a <00:18:29.666>great <00:18:29.760>way

00:18:30.790 --> 00:18:30.800 align:start position:0%
<00:18:30.790>of <00:18:30.791>ossify. <00:18:30.792>Um <00:18:30.793>so <00:18:30.794>SPACE <00:18:30.795>is <00:18:30.796>a <00:18:30.797>great <00:18:30.799>way

00:18:30.800 --> 00:18:32.390 align:start position:0%
<00:18:30.800>of <00:18:30.893>ossify. <00:18:30.986>Um <00:18:31.080>so <00:18:31.173>SPACE <00:18:31.266>is <00:18:31.360>a <00:18:31.453>great <00:18:31.546>way <00:18:31.639>then <00:18:31.733>to <00:18:31.826>scaffold <00:18:31.919>the <00:18:32.013>culture <00:18:32.106>in <00:18:32.200>a

00:18:32.390 --> 00:18:32.400 align:start position:0%
<00:18:32.390>then <00:18:32.391>to <00:18:32.393>scaffold <00:18:32.394>the <00:18:32.396>culture <00:18:32.397>in <00:18:32.399>a

00:18:32.400 --> 00:18:34.070 align:start position:0%
<00:18:32.400>then <00:18:32.500>to <00:18:32.600>scaffold <00:18:32.700>the <00:18:32.800>culture <00:18:32.900>in <00:18:33.000>a <00:18:33.100>direction <00:18:33.200>that <00:18:33.300>you <00:18:33.400>want <00:18:33.500>it <00:18:33.600>to <00:18:33.700>build <00:18:33.800>in.

00:18:34.070 --> 00:18:34.080 align:start position:0%
<00:18:34.070>direction <00:18:34.071>that <00:18:34.072>you <00:18:34.073>want <00:18:34.075>it <00:18:34.076>to <00:18:34.077>build <00:18:34.079>in.

00:18:34.080 --> 00:18:35.510 align:start position:0%
<00:18:34.080>direction <00:18:34.165>that <00:18:34.251>you <00:18:34.337>want <00:18:34.423>it <00:18:34.509>to <00:18:34.594>build <00:18:34.680>in. <00:18:34.766>It <00:18:34.852>also <00:18:34.937>helps <00:18:35.023>us <00:18:35.109>with <00:18:35.195>this <00:18:35.281>notion <00:18:35.367>of

00:18:35.510 --> 00:18:35.520 align:start position:0%
<00:18:35.510>It <00:18:35.511>also <00:18:35.512>helps <00:18:35.513>us <00:18:35.515>with <00:18:35.516>this <00:18:35.517>notion <00:18:35.519>of

00:18:35.520 --> 00:18:37.230 align:start position:0%
<00:18:35.520>It <00:18:35.620>also <00:18:35.720>helps <00:18:35.820>us <00:18:35.920>with <00:18:36.020>this <00:18:36.120>notion <00:18:36.220>of <00:18:36.320>Goodhart's <00:18:36.420>law, <00:18:36.520>which <00:18:36.620>is <00:18:36.720>that <00:18:36.820>when <00:18:36.920>a

00:18:37.230 --> 00:18:37.240 align:start position:0%
<00:18:37.230>Goodhart's <00:18:37.231>law, <00:18:37.233>which <00:18:37.234>is <00:18:37.236>that <00:18:37.237>when <00:18:37.239>a

00:18:37.240 --> 00:18:39.630 align:start position:0%
<00:18:37.240>Goodhart's <00:18:37.347>law, <00:18:37.455>which <00:18:37.563>is <00:18:37.670>that <00:18:37.778>when <00:18:37.886>a <00:18:37.993>measure <00:18:38.101>becomes <00:18:38.209>a <00:18:38.316>target, <00:18:38.424>it <00:18:38.532>ceases <00:18:38.640>to

00:18:39.630 --> 00:18:39.640 align:start position:0%
<00:18:39.630>measure <00:18:39.631>becomes <00:18:39.633>a <00:18:39.634>target, <00:18:39.636>it <00:18:39.637>ceases <00:18:39.639>to

00:18:39.640 --> 00:18:41.470 align:start position:0%
<00:18:39.640>measure <00:18:39.733>becomes <00:18:39.826>a <00:18:39.920>target, <00:18:40.013>it <00:18:40.106>ceases <00:18:40.200>to <00:18:40.293>be <00:18:40.386>a <00:18:40.480>good <00:18:40.573>measure, <00:18:40.666>right? <00:18:40.760>I <00:18:40.853>I <00:18:40.946>get <00:18:41.040>asked

00:18:41.470 --> 00:18:41.480 align:start position:0%
<00:18:41.470>be <00:18:41.471>a <00:18:41.472>good <00:18:41.473>measure, <00:18:41.474>right? <00:18:41.475>I <00:18:41.476>I <00:18:41.477>get <00:18:41.479>asked

00:18:41.480 --> 00:18:42.910 align:start position:0%
<00:18:41.480>be <00:18:41.565>a <00:18:41.651>good <00:18:41.737>measure, <00:18:41.823>right? <00:18:41.909>I <00:18:41.994>I <00:18:42.080>get <00:18:42.166>asked <00:18:42.252>all <00:18:42.338>the <00:18:42.423>time, <00:18:42.509>"What's <00:18:42.595>the <00:18:42.681>number <00:18:42.767>one

00:18:42.910 --> 00:18:42.920 align:start position:0%
<00:18:42.910>all <00:18:42.911>the <00:18:42.913>time, <00:18:42.914>"What's <00:18:42.916>the <00:18:42.917>number <00:18:42.919>one

00:18:42.920 --> 00:18:44.150 align:start position:0%
<00:18:42.920>all <00:18:43.020>the <00:18:43.121>time, <00:18:43.221>"What's <00:18:43.322>the <00:18:43.423>number <00:18:43.523>one <00:18:43.624>productivity <00:18:43.725>metric <00:18:43.825>we <00:18:43.926>should <00:18:44.027>care

00:18:44.150 --> 00:18:44.160 align:start position:0%
<00:18:44.150>productivity <00:18:44.152>metric <00:18:44.154>we <00:18:44.156>should <00:18:44.159>care

00:18:44.160 --> 00:18:45.870 align:start position:0%
<00:18:44.160>productivity <00:18:44.276>metric <00:18:44.393>we <00:18:44.510>should <00:18:44.626>care <00:18:44.743>about?" <00:18:44.860>And <00:18:44.976>it's <00:18:45.093>like <00:18:45.210>there <00:18:45.326>is <00:18:45.443>not <00:18:45.560>one.

00:18:45.870 --> 00:18:45.880 align:start position:0%
<00:18:45.870>about?" <00:18:45.871>And <00:18:45.872>it's <00:18:45.873>like <00:18:45.875>there <00:18:45.876>is <00:18:45.877>not <00:18:45.879>one.

00:18:45.880 --> 00:18:47.790 align:start position:0%
<00:18:45.880>about?" <00:18:45.980>And <00:18:46.080>it's <00:18:46.180>like <00:18:46.280>there <00:18:46.380>is <00:18:46.480>not <00:18:46.580>one. <00:18:46.680>As <00:18:46.780>the <00:18:46.880>SPACE <00:18:46.980>uh <00:18:47.080>framework <00:18:47.180>authors <00:18:47.280>would

00:18:47.790 --> 00:18:47.800 align:start position:0%
<00:18:47.790>As <00:18:47.791>the <00:18:47.793>SPACE <00:18:47.794>uh <00:18:47.796>framework <00:18:47.797>authors <00:18:47.799>would

00:18:47.800 --> 00:18:50.310 align:start position:0%
<00:18:47.800>As <00:18:47.899>the <00:18:48.000>SPACE <00:18:48.100>uh <00:18:48.200>framework <00:18:48.300>authors <00:18:48.399>would <00:18:48.500>put <00:18:48.600>it, <00:18:48.700>you <00:18:48.800>must <00:18:48.899>look <00:18:49.000>at <00:18:49.100>a <00:18:49.200>constellation

00:18:50.310 --> 00:18:50.320 align:start position:0%
<00:18:50.310>put <00:18:50.311>it, <00:18:50.312>you <00:18:50.313>must <00:18:50.315>look <00:18:50.316>at <00:18:50.317>a <00:18:50.319>constellation

00:18:50.320 --> 00:18:53.550 align:start position:0%
<00:18:50.320>put <00:18:50.419>it, <00:18:50.520>you <00:18:50.620>must <00:18:50.720>look <00:18:50.820>at <00:18:50.919>a <00:18:51.020>constellation <00:18:51.120>of <00:18:51.220>metrics <00:18:51.320>in <00:18:51.419>tension <00:18:51.520>with <00:18:51.620>one <00:18:51.720>another.

00:18:53.550 --> 00:18:53.560 align:start position:0%
<00:18:53.550>of <00:18:53.551>metrics <00:18:53.553>in <00:18:53.554>tension <00:18:53.556>with <00:18:53.557>one <00:18:53.559>another.

00:18:53.560 --> 00:18:55.790 align:start position:0%
<00:18:53.560>of <00:18:53.642>metrics <00:18:53.724>in <00:18:53.807>tension <00:18:53.889>with <00:18:53.971>one <00:18:54.054>another. <00:18:54.136>If <00:18:54.218>you <00:18:54.301>need <00:18:54.383>me <00:18:54.465>to <00:18:54.548>get <00:18:54.630>10 <00:18:54.712>PRs <00:18:54.795>a <00:18:54.877>week, <00:18:54.960>I

00:18:55.790 --> 00:18:55.800 align:start position:0%
<00:18:55.790>If <00:18:55.790>you <00:18:55.791>need <00:18:55.792>me <00:18:55.793>to <00:18:55.794>get <00:18:55.795>10 <00:18:55.796>PRs <00:18:55.797>a <00:18:55.798>week, <00:18:55.799>I

00:18:55.800 --> 00:18:57.590 align:start position:0%
<00:18:55.800>If <00:18:55.877>you <00:18:55.955>need <00:18:56.033>me <00:18:56.111>to <00:18:56.188>get <00:18:56.266>10 <00:18:56.344>PRs <00:18:56.422>a <00:18:56.500>week, <00:18:56.577>I <00:18:56.655>will <00:18:56.733>update <00:18:56.811>my <00:18:56.888>readme <00:18:56.966>file <00:18:57.044>10 <00:18:57.122>times <00:18:57.200>on

00:18:57.590 --> 00:18:57.600 align:start position:0%
<00:18:57.590>will <00:18:57.591>update <00:18:57.592>my <00:18:57.593>readme <00:18:57.595>file <00:18:57.596>10 <00:18:57.597>times <00:18:57.599>on

00:18:57.600 --> 00:18:59.190 align:start position:0%
<00:18:57.600>will <00:18:57.699>update <00:18:57.800>my <00:18:57.899>readme <00:18:58.000>file <00:18:58.100>10 <00:18:58.199>times <00:18:58.300>on <00:18:58.399>Monday <00:18:58.500>before <00:18:58.600>coffee <00:18:58.699>and <00:18:58.800>I'll <00:18:58.899>make <00:18:59.000>my

00:18:59.190 --> 00:18:59.200 align:start position:0%
<00:18:59.190>Monday <00:18:59.191>before <00:18:59.193>coffee <00:18:59.194>and <00:18:59.196>I'll <00:18:59.197>make <00:18:59.199>my

00:18:59.200 --> 00:19:01.350 align:start position:0%
<00:18:59.200>Monday <00:18:59.307>before <00:18:59.415>coffee <00:18:59.523>and <00:18:59.630>I'll <00:18:59.738>make <00:18:59.846>my <00:18:59.953>number, <00:19:00.061>right? <00:19:00.169>But <00:19:00.276>I <00:19:00.384>won't <00:19:00.492>have <00:19:00.600>done

00:19:01.350 --> 00:19:01.360 align:start position:0%
<00:19:01.350>number, <00:19:01.351>right? <00:19:01.352>But <00:19:01.354>I <00:19:01.356>won't <00:19:01.357>have <00:19:01.359>done

00:19:01.360 --> 00:19:02.950 align:start position:0%
<00:19:01.360>number, <00:19:01.487>right? <00:19:01.614>But <00:19:01.741>I <00:19:01.869>won't <00:19:01.996>have <00:19:02.123>done <00:19:02.250>anything <00:19:02.378>for <00:19:02.505>actually <00:19:02.632>moving <00:19:02.760>value

00:19:02.950 --> 00:19:02.960 align:start position:0%
<00:19:02.950>anything <00:19:02.952>for <00:19:02.954>actually <00:19:02.956>moving <00:19:02.959>value

00:19:02.960 --> 00:19:05.630 align:start position:0%
<00:19:02.960>anything <00:19:03.115>for <00:19:03.271>actually <00:19:03.426>moving <00:19:03.582>value <00:19:03.737>through <00:19:03.893>the <00:19:04.048>business, <00:19:04.204>right? <00:19:04.360>Um

00:19:05.630 --> 00:19:05.640 align:start position:0%
<00:19:05.630>through <00:19:05.632>the <00:19:05.634>business, <00:19:05.636>right? <00:19:05.639>Um

00:19:05.640 --> 00:19:07.430 align:start position:0%
<00:19:05.640>through <00:19:05.756>the <00:19:05.873>business, <00:19:05.990>right? <00:19:06.106>Um <00:19:06.223>the <00:19:06.340>cobra <00:19:06.456>effect <00:19:06.573>is <00:19:06.690>a <00:19:06.806>great <00:19:06.923>parable <00:19:07.040>to

00:19:07.430 --> 00:19:07.440 align:start position:0%
<00:19:07.430>the <00:19:07.431>cobra <00:19:07.432>effect <00:19:07.433>is <00:19:07.435>a <00:19:07.436>great <00:19:07.437>parable <00:19:07.439>to

00:19:07.440 --> 00:19:09.990 align:start position:0%
<00:19:07.440>the <00:19:07.540>cobra <00:19:07.640>effect <00:19:07.740>is <00:19:07.840>a <00:19:07.940>great <00:19:08.040>parable <00:19:08.140>to <00:19:08.240>understand <00:19:08.340>Goodhart's <00:19:08.440>law. <00:19:08.540>You <00:19:08.640>had <00:19:08.740>a <00:19:08.840>uh

00:19:09.990 --> 00:19:10.000 align:start position:0%
<00:19:09.990>understand <00:19:09.991>Goodhart's <00:19:09.993>law. <00:19:09.994>You <00:19:09.996>had <00:19:09.997>a <00:19:09.999>uh

00:19:10.000 --> 00:19:13.470 align:start position:0%
<00:19:10.000>understand <00:19:10.093>Goodhart's <00:19:10.186>law. <00:19:10.280>You <00:19:10.373>had <00:19:10.466>a <00:19:10.560>uh <00:19:10.653>Uh, <00:19:10.746>it <00:19:10.840>was <00:19:10.933>an <00:19:11.026>imperial <00:19:11.120>colony <00:19:11.213>uh <00:19:11.306>and <00:19:11.400>the

00:19:13.470 --> 00:19:13.480 align:start position:0%
<00:19:13.470>Uh, <00:19:13.471>it <00:19:13.472>was <00:19:13.473>an <00:19:13.474>imperial <00:19:13.475>colony <00:19:13.476>uh <00:19:13.477>and <00:19:13.479>the

00:19:13.480 --> 00:19:16.110 align:start position:0%
<00:19:13.480>Uh, <00:19:13.573>it <00:19:13.666>was <00:19:13.760>an <00:19:13.853>imperial <00:19:13.946>colony <00:19:14.040>uh <00:19:14.133>and <00:19:14.226>the <00:19:14.320>British <00:19:14.413>king <00:19:14.506>had <00:19:14.600>a <00:19:14.693>problem <00:19:14.786>with <00:19:14.880>cobras.

00:19:16.110 --> 00:19:16.120 align:start position:0%
<00:19:16.110>British <00:19:16.111>king <00:19:16.112>had <00:19:16.114>a <00:19:16.116>problem <00:19:16.117>with <00:19:16.119>cobras.

00:19:16.120 --> 00:19:18.790 align:start position:0%
<00:19:16.120>British <00:19:16.219>king <00:19:16.320>had <00:19:16.419>a <00:19:16.520>problem <00:19:16.620>with <00:19:16.719>cobras. <00:19:16.820>And <00:19:16.919>so <00:19:17.020>decides <00:19:17.120>to <00:19:17.219>start <00:19:17.320>a <00:19:17.419>campaign <00:19:17.520>where

00:19:18.790 --> 00:19:18.800 align:start position:0%
<00:19:18.790>And <00:19:18.791>so <00:19:18.792>decides <00:19:18.793>to <00:19:18.795>start <00:19:18.796>a <00:19:18.797>campaign <00:19:18.799>where

00:19:18.800 --> 00:19:20.990 align:start position:0%
<00:19:18.800>And <00:19:18.893>so <00:19:18.986>decides <00:19:19.080>to <00:19:19.173>start <00:19:19.266>a <00:19:19.360>campaign <00:19:19.453>where <00:19:19.546>you <00:19:19.639>bring <00:19:19.733>me <00:19:19.826>10 <00:19:19.919>dead <00:19:20.013>cobras <00:19:20.106>and <00:19:20.200>I'll

00:19:20.990 --> 00:19:21.000 align:start position:0%
<00:19:20.990>you <00:19:20.991>bring <00:19:20.992>me <00:19:20.993>10 <00:19:20.995>dead <00:19:20.996>cobras <00:19:20.997>and <00:19:20.999>I'll

00:19:21.000 --> 00:19:22.590 align:start position:0%
<00:19:21.000>you <00:19:21.100>bring <00:19:21.200>me <00:19:21.300>10 <00:19:21.400>dead <00:19:21.500>cobras <00:19:21.600>and <00:19:21.700>I'll <00:19:21.800>give <00:19:21.900>you <00:19:22.000>some <00:19:22.100>money. <00:19:22.200>All <00:19:22.300>right, <00:19:22.400>so

00:19:22.590 --> 00:19:22.600 align:start position:0%
<00:19:22.590>give <00:19:22.591>you <00:19:22.592>some <00:19:22.594>money. <00:19:22.596>All <00:19:22.597>right, <00:19:22.599>so

00:19:22.600 --> 00:19:24.790 align:start position:0%
<00:19:22.600>give <00:19:22.707>you <00:19:22.815>some <00:19:22.923>money. <00:19:23.030>All <00:19:23.138>right, <00:19:23.246>so <00:19:23.353>there's <00:19:23.461>our <00:19:23.569>metric, <00:19:23.676>10 <00:19:23.784>dead <00:19:23.892>cobras, <00:19:24.000>and

00:19:24.790 --> 00:19:24.800 align:start position:0%
<00:19:24.790>there's <00:19:24.791>our <00:19:24.793>metric, <00:19:24.794>10 <00:19:24.796>dead <00:19:24.797>cobras, <00:19:24.799>and

00:19:24.800 --> 00:19:27.230 align:start position:0%
<00:19:24.800>there's <00:19:24.916>our <00:19:25.033>metric, <00:19:25.149>10 <00:19:25.266>dead <00:19:25.383>cobras, <00:19:25.500>and <00:19:25.616>there's <00:19:25.733>our <00:19:25.850>incentive, <00:19:25.966>money. <00:19:26.083>And <00:19:26.200>what

00:19:27.230 --> 00:19:27.240 align:start position:0%
<00:19:27.230>there's <00:19:27.231>our <00:19:27.233>incentive, <00:19:27.235>money. <00:19:27.237>And <00:19:27.239>what

00:19:27.240 --> 00:19:29.070 align:start position:0%
<00:19:27.240>there's <00:19:27.395>our <00:19:27.551>incentive, <00:19:27.706>money. <00:19:27.862>And <00:19:28.017>what <00:19:28.173>do <00:19:28.328>you <00:19:28.484>think <00:19:28.640>happened?

00:19:29.070 --> 00:19:29.080 align:start position:0%
<00:19:29.070>do <00:19:29.072>you <00:19:29.076>think <00:19:29.079>happened?

00:19:29.080 --> 00:19:31.190 align:start position:0%
<00:19:29.080>do <00:19:29.254>you <00:19:29.429>think <00:19:29.605>happened? <00:19:29.780>People <00:19:29.955>started <00:19:30.129>farming <00:19:30.304>cobras, <00:19:30.480>right?

00:19:31.190 --> 00:19:31.200 align:start position:0%
<00:19:31.190>People <00:19:31.192>started <00:19:31.194>farming <00:19:31.196>cobras, <00:19:31.199>right?

00:19:31.200 --> 00:19:32.350 align:start position:0%
<00:19:31.200>People <00:19:31.329>started <00:19:31.458>farming <00:19:31.588>cobras, <00:19:31.717>right? <00:19:31.846>Farming <00:19:31.976>cobras, <00:19:32.105>slaughtering <00:19:32.235>them,

00:19:32.350 --> 00:19:32.360 align:start position:0%
<00:19:32.350>Farming <00:19:32.352>cobras, <00:19:32.356>slaughtering <00:19:32.359>them,

00:19:32.360 --> 00:19:33.630 align:start position:0%
<00:19:32.360>Farming <00:19:32.474>cobras, <00:19:32.588>slaughtering <00:19:32.702>them, <00:19:32.817>bringing <00:19:32.931>them <00:19:33.045>to <00:19:33.160>the <00:19:33.274>king. <00:19:33.388>Great. <00:19:33.503>We're

00:19:33.630 --> 00:19:33.640 align:start position:0%
<00:19:33.630>bringing <00:19:33.631>them <00:19:33.633>to <00:19:33.634>the <00:19:33.636>king. <00:19:33.637>Great. <00:19:33.639>We're

00:19:33.640 --> 00:19:35.230 align:start position:0%
<00:19:33.640>bringing <00:19:33.756>them <00:19:33.873>to <00:19:33.990>the <00:19:34.106>king. <00:19:34.223>Great. <00:19:34.340>We're <00:19:34.456>gaming <00:19:34.573>the <00:19:34.690>system, <00:19:34.806>right? <00:19:34.923>We're <00:19:35.040>making

00:19:35.230 --> 00:19:35.240 align:start position:0%
<00:19:35.230>gaming <00:19:35.231>the <00:19:35.233>system, <00:19:35.235>right? <00:19:35.237>We're <00:19:35.239>making

00:19:35.240 --> 00:19:36.630 align:start position:0%
<00:19:35.240>gaming <00:19:35.353>the <00:19:35.467>system, <00:19:35.581>right? <00:19:35.694>We're <00:19:35.808>making <00:19:35.922>the <00:19:36.036>metric <00:19:36.149>work <00:19:36.263>because <00:19:36.377>we're <00:19:36.491>clever,

00:19:36.630 --> 00:19:36.640 align:start position:0%
<00:19:36.630>the <00:19:36.631>metric <00:19:36.633>work <00:19:36.635>because <00:19:36.637>we're <00:19:36.639>clever,

00:19:36.640 --> 00:19:38.590 align:start position:0%
<00:19:36.640>the <00:19:36.756>metric <00:19:36.873>work <00:19:36.990>because <00:19:37.106>we're <00:19:37.223>clever, <00:19:37.340>and <00:19:37.456>that's <00:19:37.573>what <00:19:37.690>we'll <00:19:37.806>do. <00:19:37.923>So, <00:19:38.040>anyway,

00:19:38.590 --> 00:19:38.600 align:start position:0%
<00:19:38.590>and <00:19:38.591>that's <00:19:38.592>what <00:19:38.594>we'll <00:19:38.596>do. <00:19:38.597>So, <00:19:38.599>anyway,

00:19:38.600 --> 00:19:40.030 align:start position:0%
<00:19:38.600>and <00:19:38.691>that's <00:19:38.783>what <00:19:38.875>we'll <00:19:38.967>do. <00:19:39.059>So, <00:19:39.151>anyway, <00:19:39.243>the <00:19:39.335>emperor <00:19:39.427>gets <00:19:39.519>wind <00:19:39.611>of <00:19:39.703>this <00:19:39.795>and <00:19:39.887>shuts

00:19:40.030 --> 00:19:40.040 align:start position:0%
<00:19:40.030>the <00:19:40.031>emperor <00:19:40.032>gets <00:19:40.033>wind <00:19:40.035>of <00:19:40.036>this <00:19:40.037>and <00:19:40.039>shuts

00:19:40.040 --> 00:19:41.870 align:start position:0%
<00:19:40.040>the <00:19:40.139>emperor <00:19:40.240>gets <00:19:40.340>wind <00:19:40.440>of <00:19:40.540>this <00:19:40.639>and <00:19:40.740>shuts <00:19:40.840>down <00:19:40.940>the <00:19:41.040>program, <00:19:41.139>and <00:19:41.240>all <00:19:41.340>of <00:19:41.440>those

00:19:41.870 --> 00:19:41.880 align:start position:0%
<00:19:41.870>down <00:19:41.871>the <00:19:41.873>program, <00:19:41.874>and <00:19:41.876>all <00:19:41.877>of <00:19:41.879>those

00:19:41.880 --> 00:19:45.350 align:start position:0%
<00:19:41.880>down <00:19:41.996>the <00:19:42.113>program, <00:19:42.230>and <00:19:42.346>all <00:19:42.463>of <00:19:42.580>those <00:19:42.696>farmers <00:19:42.813>released <00:19:42.930>all <00:19:43.046>of <00:19:43.163>those <00:19:43.280>cobras,

00:19:45.350 --> 00:19:45.360 align:start position:0%
<00:19:45.350>farmers <00:19:45.351>released <00:19:45.353>all <00:19:45.355>of <00:19:45.357>those <00:19:45.359>cobras,

00:19:45.360 --> 00:19:47.230 align:start position:0%
<00:19:45.360>farmers <00:19:45.467>released <00:19:45.575>all <00:19:45.683>of <00:19:45.790>those <00:19:45.898>cobras, <00:19:46.006>and <00:19:46.113>the <00:19:46.221>problem <00:19:46.329>got <00:19:46.436>a <00:19:46.544>lot <00:19:46.652>worse, <00:19:46.760>right?

00:19:47.230 --> 00:19:47.240 align:start position:0%
<00:19:47.230>and <00:19:47.231>the <00:19:47.232>problem <00:19:47.233>got <00:19:47.235>a <00:19:47.236>lot <00:19:47.237>worse, <00:19:47.239>right?

00:19:47.240 --> 00:19:48.590 align:start position:0%
<00:19:47.240>and <00:19:47.321>the <00:19:47.402>problem <00:19:47.483>got <00:19:47.564>a <00:19:47.645>lot <00:19:47.726>worse, <00:19:47.807>right? <00:19:47.888>So, <00:19:47.969>sometimes <00:19:48.050>when <00:19:48.130>we <00:19:48.212>hyper <00:19:48.293>index <00:19:48.374>on <00:19:48.455>a

00:19:48.590 --> 00:19:48.600 align:start position:0%
<00:19:48.590>So, <00:19:48.591>sometimes <00:19:48.592>when <00:19:48.593>we <00:19:48.595>hyper <00:19:48.596>index <00:19:48.597>on <00:19:48.599>a

00:19:48.600 --> 00:19:50.630 align:start position:0%
<00:19:48.600>So, <00:19:48.693>sometimes <00:19:48.786>when <00:19:48.879>we <00:19:48.973>hyper <00:19:49.066>index <00:19:49.159>on <00:19:49.253>a <00:19:49.346>single <00:19:49.439>metric, <00:19:49.533>not <00:19:49.626>only <00:19:49.719>do <00:19:49.813>we <00:19:49.906>miss <00:19:50.000>the

00:19:50.630 --> 00:19:50.640 align:start position:0%
<00:19:50.630>single <00:19:50.631>metric, <00:19:50.632>not <00:19:50.633>only <00:19:50.635>do <00:19:50.636>we <00:19:50.637>miss <00:19:50.639>the

00:19:50.640 --> 00:19:52.270 align:start position:0%
<00:19:50.640>single <00:19:50.740>metric, <00:19:50.840>not <00:19:50.940>only <00:19:51.040>do <00:19:51.140>we <00:19:51.240>miss <00:19:51.340>the <00:19:51.440>reality <00:19:51.540>of <00:19:51.640>the <00:19:51.740>situation, <00:19:51.840>but <00:19:51.940>we <00:19:52.040>can

00:19:52.270 --> 00:19:52.280 align:start position:0%
<00:19:52.270>reality <00:19:52.271>of <00:19:52.273>the <00:19:52.274>situation, <00:19:52.276>but <00:19:52.277>we <00:19:52.279>can

00:19:52.280 --> 00:19:54.870 align:start position:0%
<00:19:52.280>reality <00:19:52.396>of <00:19:52.513>the <00:19:52.629>situation, <00:19:52.746>but <00:19:52.863>we <00:19:52.980>can <00:19:53.096>actually <00:19:53.213>make <00:19:53.330>the <00:19:53.446>problem <00:19:53.563>worse. <00:19:53.680>And

00:19:54.870 --> 00:19:54.880 align:start position:0%
<00:19:54.870>actually <00:19:54.871>make <00:19:54.873>the <00:19:54.875>problem <00:19:54.877>worse. <00:19:54.879>And

00:19:54.880 --> 00:19:56.470 align:start position:0%
<00:19:54.880>actually <00:19:54.996>make <00:19:55.113>the <00:19:55.230>problem <00:19:55.346>worse. <00:19:55.463>And <00:19:55.580>good <00:19:55.696>uh <00:19:55.813>SPACE <00:19:55.930>framework <00:19:56.046>helps <00:19:56.163>us <00:19:56.280>with

00:19:56.470 --> 00:19:56.480 align:start position:0%
<00:19:56.470>good <00:19:56.471>uh <00:19:56.473>SPACE <00:19:56.474>framework <00:19:56.476>helps <00:19:56.477>us <00:19:56.479>with

00:19:56.480 --> 00:19:58.230 align:start position:0%
<00:19:56.480>good <00:19:56.620>uh <00:19:56.760>SPACE <00:19:56.900>framework <00:19:57.040>helps <00:19:57.180>us <00:19:57.320>with <00:19:57.460>that <00:19:57.600>by <00:19:57.740>providing <00:19:57.880>oppositional

00:19:58.230 --> 00:19:58.240 align:start position:0%
<00:19:58.230>that <00:19:58.233>by <00:19:58.236>providing <00:19:58.239>oppositional

00:19:58.240 --> 00:20:00.470 align:start position:0%
<00:19:58.240>that <00:19:58.395>by <00:19:58.551>providing <00:19:58.706>oppositional <00:19:58.862>dimensions <00:19:59.017>and <00:19:59.173>multiple <00:19:59.328>ways <00:19:59.484>to <00:19:59.640>think

00:20:00.470 --> 00:20:00.480 align:start position:0%
<00:20:00.470>dimensions <00:20:00.471>and <00:20:00.473>multiple <00:20:00.475>ways <00:20:00.477>to <00:20:00.479>think

00:20:00.480 --> 00:20:01.550 align:start position:0%
<00:20:00.480>dimensions <00:20:00.567>and <00:20:00.655>multiple <00:20:00.742>ways <00:20:00.830>to <00:20:00.917>think <00:20:01.005>about <00:20:01.092>metrics <00:20:01.180>that <00:20:01.267>we <00:20:01.355>should <00:20:01.443>be

00:20:01.550 --> 00:20:01.560 align:start position:0%
<00:20:01.550>about <00:20:01.551>metrics <00:20:01.553>that <00:20:01.555>we <00:20:01.557>should <00:20:01.559>be

00:20:01.560 --> 00:20:03.350 align:start position:0%
<00:20:01.560>about <00:20:01.793>metrics <00:20:02.026>that <00:20:02.260>we <00:20:02.493>should <00:20:02.726>be <00:20:02.960>capturing.

00:20:03.350 --> 00:20:03.360 align:start position:0%
capturing.

00:20:03.360 --> 00:20:04.790 align:start position:0%
<00:20:03.360>capturing. <00:20:03.543>This <00:20:03.727>brings <00:20:03.911>us <00:20:04.095>into <00:20:04.279>our <00:20:04.463>third <00:20:04.647>metric

00:20:04.790 --> 00:20:04.800 align:start position:0%
<00:20:04.790>This <00:20:04.791>brings <00:20:04.793>us <00:20:04.794>into <00:20:04.796>our <00:20:04.797>third <00:20:04.799>metric

00:20:04.800 --> 00:20:06.630 align:start position:0%
<00:20:04.800>This <00:20:04.907>brings <00:20:05.015>us <00:20:05.123>into <00:20:05.230>our <00:20:05.338>third <00:20:05.446>metric <00:20:05.553>framework, <00:20:05.661>uh <00:20:05.769>the <00:20:05.876>newest <00:20:05.984>of <00:20:06.092>these <00:20:06.200>three

00:20:06.630 --> 00:20:06.640 align:start position:0%
<00:20:06.630>framework, <00:20:06.631>uh <00:20:06.633>the <00:20:06.634>newest <00:20:06.636>of <00:20:06.637>these <00:20:06.639>three

00:20:06.640 --> 00:20:08.470 align:start position:0%
<00:20:06.640>framework, <00:20:06.767>uh <00:20:06.894>the <00:20:07.021>newest <00:20:07.149>of <00:20:07.276>these <00:20:07.403>three <00:20:07.530>called <00:20:07.658>the <00:20:07.785>DevEx <00:20:07.912>framework. <00:20:08.040>There's

00:20:08.470 --> 00:20:08.480 align:start position:0%
<00:20:08.470>called <00:20:08.472>the <00:20:08.474>DevEx <00:20:08.476>framework. <00:20:08.479>There's

00:20:08.480 --> 00:20:10.590 align:start position:0%
<00:20:08.480>called <00:20:08.635>the <00:20:08.791>DevEx <00:20:08.946>framework. <00:20:09.102>There's <00:20:09.257>Nicole <00:20:09.413>Forsgren <00:20:09.568>again, <00:20:09.724>Dr. <00:20:09.880>Forsgren,

00:20:10.590 --> 00:20:10.600 align:start position:0%
<00:20:10.590>Nicole <00:20:10.592>Forsgren <00:20:10.594>again, <00:20:10.596>Dr. <00:20:10.599>Forsgren,

00:20:10.600 --> 00:20:11.990 align:start position:0%
<00:20:10.600>Nicole <00:20:10.725>Forsgren <00:20:10.850>again, <00:20:10.975>Dr. <00:20:11.100>Forsgren, <00:20:11.225>worked <00:20:11.350>on <00:20:11.475>DORA <00:20:11.600>and <00:20:11.725>SPACE. <00:20:11.851>There's

00:20:11.990 --> 00:20:12.000 align:start position:0%
<00:20:11.990>worked <00:20:11.991>on <00:20:11.993>DORA <00:20:11.995>and <00:20:11.997>SPACE. <00:20:11.999>There's

00:20:12.000 --> 00:20:13.230 align:start position:0%
<00:20:12.000>worked <00:20:12.100>on <00:20:12.201>DORA <00:20:12.301>and <00:20:12.402>SPACE. <00:20:12.503>There's <00:20:12.603>Margaret <00:20:12.704>Ann <00:20:12.805>Story <00:20:12.905>from <00:20:13.006>SPACE, <00:20:13.107>and

00:20:13.230 --> 00:20:13.240 align:start position:0%
<00:20:13.230>Margaret <00:20:13.231>Ann <00:20:13.233>Story <00:20:13.235>from <00:20:13.237>SPACE, <00:20:13.239>and

00:20:13.240 --> 00:20:15.630 align:start position:0%
<00:20:13.240>Margaret <00:20:13.356>Ann <00:20:13.473>Story <00:20:13.590>from <00:20:13.706>SPACE, <00:20:13.823>and <00:20:13.940>here's <00:20:14.056>Abby <00:20:14.173>Noda, <00:20:14.290>uh <00:20:14.406>my <00:20:14.523>CEO <00:20:14.640>co-founder

00:20:15.630 --> 00:20:15.640 align:start position:0%
<00:20:15.630>here's <00:20:15.631>Abby <00:20:15.633>Noda, <00:20:15.634>uh <00:20:15.636>my <00:20:15.637>CEO <00:20:15.639>co-founder

00:20:15.640 --> 00:20:18.190 align:start position:0%
<00:20:15.640>here's <00:20:15.733>Abby <00:20:15.826>Noda, <00:20:15.920>uh <00:20:16.013>my <00:20:16.106>CEO <00:20:16.200>co-founder <00:20:16.293>at <00:20:16.386>DX. <00:20:16.480>And <00:20:16.573>DevEx <00:20:16.666>focuses <00:20:16.760>a <00:20:16.853>lot <00:20:16.946>on <00:20:17.040>this

00:20:18.190 --> 00:20:18.200 align:start position:0%
<00:20:18.190>at <00:20:18.191>DX. <00:20:18.192>And <00:20:18.193>DevEx <00:20:18.194>focuses <00:20:18.195>a <00:20:18.196>lot <00:20:18.197>on <00:20:18.199>this

00:20:18.200 --> 00:20:20.030 align:start position:0%
<00:20:18.200>at <00:20:18.327>DX. <00:20:18.454>And <00:20:18.581>DevEx <00:20:18.709>focuses <00:20:18.836>a <00:20:18.963>lot <00:20:19.090>on <00:20:19.218>this <00:20:19.345>internal <00:20:19.472>value <00:20:19.600>stream.

00:20:20.030 --> 00:20:20.040 align:start position:0%
<00:20:20.030>internal <00:20:20.034>value <00:20:20.039>stream.

00:20:20.040 --> 00:20:21.830 align:start position:0%
<00:20:20.040>internal <00:20:20.195>value <00:20:20.351>stream. <00:20:20.506>Um <00:20:20.662>the <00:20:20.817>the <00:20:20.973>framework <00:20:21.128>itself <00:20:21.284>is <00:20:21.440>built

00:20:21.830 --> 00:20:21.840 align:start position:0%
<00:20:21.830>Um <00:20:21.831>the <00:20:21.832>the <00:20:21.834>framework <00:20:21.836>itself <00:20:21.837>is <00:20:21.839>built

00:20:21.840 --> 00:20:24.590 align:start position:0%
<00:20:21.840>Um <00:20:21.956>the <00:20:22.073>the <00:20:22.189>framework <00:20:22.306>itself <00:20:22.423>is <00:20:22.540>built <00:20:22.656>around <00:20:22.773>flow <00:20:22.889>state, <00:20:23.006>feedback <00:20:23.123>loops, <00:20:23.240>and

00:20:24.590 --> 00:20:24.600 align:start position:0%
<00:20:24.590>around <00:20:24.591>flow <00:20:24.593>state, <00:20:24.595>feedback <00:20:24.597>loops, <00:20:24.599>and

00:20:24.600 --> 00:20:26.990 align:start position:0%
<00:20:24.600>around <00:20:24.727>flow <00:20:24.854>state, <00:20:24.981>feedback <00:20:25.109>loops, <00:20:25.236>and <00:20:25.363>optimizing <00:20:25.490>cognitive <00:20:25.618>load. <00:20:25.745>I <00:20:25.872>hear <00:20:26.000>too

00:20:26.990 --> 00:20:27.000 align:start position:0%
<00:20:26.990>optimizing <00:20:26.991>cognitive <00:20:26.993>load. <00:20:26.995>I <00:20:26.997>hear <00:20:26.999>too

00:20:27.000 --> 00:20:28.710 align:start position:0%
<00:20:27.000>optimizing <00:20:27.140>cognitive <00:20:27.280>load. <00:20:27.420>I <00:20:27.560>hear <00:20:27.700>too <00:20:27.840>much <00:20:27.980>about <00:20:28.120>reducing <00:20:28.260>cognitive <00:20:28.400>load.

00:20:28.710 --> 00:20:28.720 align:start position:0%
<00:20:28.710>much <00:20:28.712>about <00:20:28.714>reducing <00:20:28.716>cognitive <00:20:28.719>load.

00:20:28.720 --> 00:20:29.950 align:start position:0%
<00:20:28.720>much <00:20:28.820>about <00:20:28.921>reducing <00:20:29.021>cognitive <00:20:29.122>load. <00:20:29.223>That's <00:20:29.323>not <00:20:29.424>what <00:20:29.525>we're <00:20:29.625>trying <00:20:29.726>to <00:20:29.827>do.

00:20:29.950 --> 00:20:29.960 align:start position:0%
<00:20:29.950>That's <00:20:29.951>not <00:20:29.953>what <00:20:29.954>we're <00:20:29.956>trying <00:20:29.957>to <00:20:29.959>do.

00:20:29.960 --> 00:20:31.790 align:start position:0%
<00:20:29.960>That's <00:20:30.067>not <00:20:30.175>what <00:20:30.283>we're <00:20:30.390>trying <00:20:30.498>to <00:20:30.606>do. <00:20:30.713>We're <00:20:30.821>trying <00:20:30.929>to <00:20:31.036>optimize <00:20:31.144>it, <00:20:31.252>right? <00:20:31.360>Uh

00:20:31.790 --> 00:20:31.800 align:start position:0%
<00:20:31.790>We're <00:20:31.791>trying <00:20:31.793>to <00:20:31.794>optimize <00:20:31.796>it, <00:20:31.797>right? <00:20:31.799>Uh

00:20:31.800 --> 00:20:33.150 align:start position:0%
<00:20:31.800>We're <00:20:31.893>trying <00:20:31.986>to <00:20:32.080>optimize <00:20:32.173>it, <00:20:32.267>right? <00:20:32.360>Uh <00:20:32.454>flow <00:20:32.547>state <00:20:32.641>happens <00:20:32.734>in <00:20:32.828>a <00:20:32.921>state <00:20:33.015>of

00:20:33.150 --> 00:20:33.160 align:start position:0%
<00:20:33.150>flow <00:20:33.151>state <00:20:33.153>happens <00:20:33.154>in <00:20:33.156>a <00:20:33.157>state <00:20:33.159>of

00:20:33.160 --> 00:20:35.910 align:start position:0%
<00:20:33.160>flow <00:20:33.267>state <00:20:33.375>happens <00:20:33.483>in <00:20:33.590>a <00:20:33.698>state <00:20:33.806>of <00:20:33.913>moderate <00:20:34.021>to <00:20:34.129>even <00:20:34.236>high <00:20:34.344>uh <00:20:34.452>cognitive <00:20:34.560>load.

00:20:35.910 --> 00:20:35.920 align:start position:0%
<00:20:35.910>moderate <00:20:35.911>to <00:20:35.913>even <00:20:35.914>high <00:20:35.916>uh <00:20:35.917>cognitive <00:20:35.919>load.

00:20:35.920 --> 00:20:36.950 align:start position:0%
<00:20:35.920>moderate <00:20:35.986>to <00:20:36.052>even <00:20:36.118>high <00:20:36.184>uh <00:20:36.251>cognitive <00:20:36.317>load. <00:20:36.383>We <00:20:36.449>want <00:20:36.515>to <00:20:36.582>make <00:20:36.648>sure <00:20:36.714>that <00:20:36.780>we're <00:20:36.847>not

00:20:36.950 --> 00:20:36.960 align:start position:0%
<00:20:36.950>We <00:20:36.951>want <00:20:36.952>to <00:20:36.953>make <00:20:36.955>sure <00:20:36.956>that <00:20:36.957>we're <00:20:36.959>not

00:20:36.960 --> 00:20:38.870 align:start position:0%
<00:20:36.960>We <00:20:37.067>want <00:20:37.175>to <00:20:37.283>make <00:20:37.390>sure <00:20:37.498>that <00:20:37.606>we're <00:20:37.713>not <00:20:37.821>wasting <00:20:37.929>this <00:20:38.036>precious <00:20:38.144>cognitive <00:20:38.252>load <00:20:38.360>on

00:20:38.870 --> 00:20:38.880 align:start position:0%
<00:20:38.870>wasting <00:20:38.871>this <00:20:38.873>precious <00:20:38.875>cognitive <00:20:38.877>load <00:20:38.879>on

00:20:38.880 --> 00:20:41.230 align:start position:0%
<00:20:38.880>wasting <00:20:38.987>this <00:20:39.095>precious <00:20:39.203>cognitive <00:20:39.310>load <00:20:39.418>on <00:20:39.526>toil <00:20:39.633>and <00:20:39.741>work <00:20:39.849>that <00:20:39.956>is <00:20:40.064>of <00:20:40.172>no <00:20:40.280>engineering

00:20:41.230 --> 00:20:41.240 align:start position:0%
<00:20:41.230>toil <00:20:41.231>and <00:20:41.232>work <00:20:41.233>that <00:20:41.235>is <00:20:41.236>of <00:20:41.237>no <00:20:41.239>engineering

00:20:41.240 --> 00:20:42.710 align:start position:0%
<00:20:41.240>toil <00:20:41.350>and <00:20:41.460>work <00:20:41.570>that <00:20:41.681>is <00:20:41.791>of <00:20:41.901>no <00:20:42.011>engineering <00:20:42.122>value <00:20:42.232>that's <00:20:42.342>just <00:20:42.452>stressful <00:20:42.563>to

00:20:42.710 --> 00:20:42.720 align:start position:0%
<00:20:42.710>value <00:20:42.712>that's <00:20:42.714>just <00:20:42.716>stressful <00:20:42.719>to

00:20:42.720 --> 00:20:45.270 align:start position:0%
<00:20:42.720>value <00:20:42.847>that's <00:20:42.974>just <00:20:43.101>stressful <00:20:43.229>to <00:20:43.356>engineers. <00:20:43.483>So, <00:20:43.610>great. <00:20:43.738>Now <00:20:43.865>we <00:20:43.992>have <00:20:44.120>this

00:20:45.270 --> 00:20:45.280 align:start position:0%
<00:20:45.270>engineers. <00:20:45.271>So, <00:20:45.273>great. <00:20:45.274>Now <00:20:45.276>we <00:20:45.277>have <00:20:45.279>this

00:20:45.280 --> 00:20:47.710 align:start position:0%
<00:20:45.280>engineers. <00:20:45.407>So, <00:20:45.534>great. <00:20:45.661>Now <00:20:45.789>we <00:20:45.916>have <00:20:46.043>this <00:20:46.170>wonderful <00:20:46.298>picture <00:20:46.425>of <00:20:46.552>three <00:20:46.680>different

00:20:47.710 --> 00:20:47.720 align:start position:0%
<00:20:47.710>wonderful <00:20:47.712>picture <00:20:47.714>of <00:20:47.716>three <00:20:47.719>different

00:20:47.720 --> 00:20:49.390 align:start position:0%
<00:20:47.720>wonderful <00:20:47.860>picture <00:20:48.000>of <00:20:48.140>three <00:20:48.280>different <00:20:48.420>metric <00:20:48.560>frameworks <00:20:48.700>that <00:20:48.840>all <00:20:48.980>impact <00:20:49.120>each

00:20:49.390 --> 00:20:49.400 align:start position:0%
<00:20:49.390>metric <00:20:49.391>frameworks <00:20:49.393>that <00:20:49.395>all <00:20:49.397>impact <00:20:49.399>each

00:20:49.400 --> 00:20:50.990 align:start position:0%
<00:20:49.400>metric <00:20:49.516>frameworks <00:20:49.633>that <00:20:49.750>all <00:20:49.866>impact <00:20:49.983>each <00:20:50.100>other, <00:20:50.216>and <00:20:50.333>it's <00:20:50.450>this <00:20:50.566>is <00:20:50.683>terrible. <00:20:50.800>We

00:20:50.990 --> 00:20:51.000 align:start position:0%
<00:20:50.990>other, <00:20:50.991>and <00:20:50.993>it's <00:20:50.994>this <00:20:50.996>is <00:20:50.997>terrible. <00:20:50.999>We

00:20:51.000 --> 00:20:52.630 align:start position:0%
<00:20:51.000>other, <00:20:51.107>and <00:20:51.215>it's <00:20:51.323>this <00:20:51.430>is <00:20:51.538>terrible. <00:20:51.646>We <00:20:51.753>can't <00:20:51.861>really <00:20:51.969>do <00:20:52.076>this, <00:20:52.184>right? <00:20:52.292>We've <00:20:52.400>got

00:20:52.630 --> 00:20:52.640 align:start position:0%
<00:20:52.630>can't <00:20:52.631>really <00:20:52.633>do <00:20:52.634>this, <00:20:52.636>right? <00:20:52.637>We've <00:20:52.639>got

00:20:52.640 --> 00:20:54.230 align:start position:0%
<00:20:52.640>can't <00:20:52.740>really <00:20:52.840>do <00:20:52.940>this, <00:20:53.040>right? <00:20:53.140>We've <00:20:53.240>got <00:20:53.340>our <00:20:53.440>DevEx <00:20:53.540>framework <00:20:53.640>here <00:20:53.740>on <00:20:53.840>the <00:20:53.940>left <00:20:54.040>and

00:20:54.230 --> 00:20:54.240 align:start position:0%
<00:20:54.230>our <00:20:54.231>DevEx <00:20:54.232>framework <00:20:54.233>here <00:20:54.235>on <00:20:54.236>the <00:20:54.237>left <00:20:54.239>and

00:20:54.240 --> 00:20:55.270 align:start position:0%
<00:20:54.240>our <00:20:54.306>DevEx <00:20:54.372>framework <00:20:54.438>here <00:20:54.504>on <00:20:54.571>the <00:20:54.637>left <00:20:54.703>and <00:20:54.769>our <00:20:54.835>SPACE <00:20:54.902>framework <00:20:54.968>here <00:20:55.034>in <00:20:55.100>the <00:20:55.167>middle

00:20:55.270 --> 00:20:55.280 align:start position:0%
<00:20:55.270>our <00:20:55.271>SPACE <00:20:55.273>framework <00:20:55.274>here <00:20:55.276>in <00:20:55.277>the <00:20:55.279>middle

00:20:55.280 --> 00:20:56.790 align:start position:0%
<00:20:55.280>our <00:20:55.377>SPACE <00:20:55.474>framework <00:20:55.571>here <00:20:55.668>in <00:20:55.765>the <00:20:55.862>middle <00:20:55.959>and <00:20:56.056>our <00:20:56.153>DORA <00:20:56.250>metrics <00:20:56.347>on <00:20:56.444>the <00:20:56.541>right. <00:20:56.639>What

00:20:56.790 --> 00:20:56.800 align:start position:0%
<00:20:56.790>and <00:20:56.791>our <00:20:56.792>DORA <00:20:56.793>metrics <00:20:56.795>on <00:20:56.796>the <00:20:56.797>right. <00:20:56.799>What

00:20:56.800 --> 00:20:58.830 align:start position:0%
<00:20:56.800>and <00:20:56.899>our <00:20:57.000>DORA <00:20:57.100>metrics <00:20:57.200>on <00:20:57.300>the <00:20:57.399>right. <00:20:57.500>What <00:20:57.600>we <00:20:57.700>really <00:20:57.800>need <00:20:57.899>is <00:20:58.000>a <00:20:58.100>unified <00:20:58.200>framework,

00:20:58.830 --> 00:20:58.840 align:start position:0%
<00:20:58.830>we <00:20:58.831>really <00:20:58.832>need <00:20:58.834>is <00:20:58.836>a <00:20:58.837>unified <00:20:58.839>framework,

00:20:58.840 --> 00:21:00.390 align:start position:0%
<00:20:58.840>we <00:20:58.947>really <00:20:59.054>need <00:20:59.161>is <00:20:59.269>a <00:20:59.376>unified <00:20:59.483>framework, <00:20:59.591>one <00:20:59.698>that <00:20:59.805>distills <00:20:59.913>all <00:21:00.020>three <00:21:00.127>of <00:21:00.235>those

00:21:00.390 --> 00:21:00.400 align:start position:0%
<00:21:00.390>one <00:21:00.391>that <00:21:00.393>distills <00:21:00.394>all <00:21:00.396>three <00:21:00.397>of <00:21:00.399>those

00:21:00.400 --> 00:21:02.070 align:start position:0%
<00:21:00.400>one <00:21:00.516>that <00:21:00.633>distills <00:21:00.750>all <00:21:00.866>three <00:21:00.983>of <00:21:01.100>those <00:21:01.216>metric <00:21:01.333>frameworks <00:21:01.450>into <00:21:01.566>a <00:21:01.683>single <00:21:01.800>metric

00:21:02.070 --> 00:21:02.080 align:start position:0%
<00:21:02.070>metric <00:21:02.071>frameworks <00:21:02.073>into <00:21:02.075>a <00:21:02.077>single <00:21:02.079>metric

00:21:02.080 --> 00:21:04.150 align:start position:0%
<00:21:02.080>metric <00:21:02.207>frameworks <00:21:02.334>into <00:21:02.461>a <00:21:02.589>single <00:21:02.716>metric <00:21:02.843>framework, <00:21:02.970>and <00:21:03.098>that's <00:21:03.225>the <00:21:03.352>Core <00:21:03.480>Four,

00:21:04.150 --> 00:21:04.160 align:start position:0%
<00:21:04.150>framework, <00:21:04.151>and <00:21:04.153>that's <00:21:04.155>the <00:21:04.157>Core <00:21:04.159>Four,

00:21:04.160 --> 00:21:06.750 align:start position:0%
<00:21:04.160>framework, <00:21:04.276>and <00:21:04.393>that's <00:21:04.510>the <00:21:04.626>Core <00:21:04.743>Four, <00:21:04.860>right? <00:21:04.976>And <00:21:05.093>DX <00:21:05.210>effectively <00:21:05.326>built <00:21:05.443>this <00:21:05.560>uh

00:21:06.750 --> 00:21:06.760 align:start position:0%
<00:21:06.750>right? <00:21:06.751>And <00:21:06.753>DX <00:21:06.754>effectively <00:21:06.756>built <00:21:06.757>this <00:21:06.759>uh

00:21:06.760 --> 00:21:10.310 align:start position:0%
<00:21:06.760>right? <00:21:06.867>And <00:21:06.975>DX <00:21:07.083>effectively <00:21:07.190>built <00:21:07.298>this <00:21:07.406>uh <00:21:07.513>set <00:21:07.621>of <00:21:07.729>metrics <00:21:07.836>uh <00:21:07.944>around <00:21:08.052>um <00:21:08.160>um

00:21:10.310 --> 00:21:10.320 align:start position:0%
<00:21:10.310>set <00:21:10.311>of <00:21:10.312>metrics <00:21:10.314>uh <00:21:10.316>around <00:21:10.317>um <00:21:10.319>um

00:21:10.320 --> 00:21:11.910 align:start position:0%
<00:21:10.320>set <00:21:10.413>of <00:21:10.506>metrics <00:21:10.600>uh <00:21:10.693>around <00:21:10.786>um <00:21:10.879>um <00:21:10.973>uh <00:21:11.066>the <00:21:11.159>the <00:21:11.253>best <00:21:11.346>parts <00:21:11.439>of <00:21:11.533>Dora, <00:21:11.626>the <00:21:11.720>best

00:21:11.910 --> 00:21:11.920 align:start position:0%
<00:21:11.910>uh <00:21:11.911>the <00:21:11.912>the <00:21:11.913>best <00:21:11.914>parts <00:21:11.915>of <00:21:11.916>Dora, <00:21:11.917>the <00:21:11.919>best

00:21:11.920 --> 00:21:13.230 align:start position:0%
<00:21:11.920>uh <00:21:11.993>the <00:21:12.067>the <00:21:12.141>best <00:21:12.214>parts <00:21:12.288>of <00:21:12.362>Dora, <00:21:12.435>the <00:21:12.509>best <00:21:12.583>parts <00:21:12.656>of <00:21:12.730>Space, <00:21:12.804>and <00:21:12.877>the <00:21:12.951>best <00:21:13.025>part <00:21:13.099>of

00:21:13.230 --> 00:21:13.240 align:start position:0%
<00:21:13.230>parts <00:21:13.231>of <00:21:13.232>Space, <00:21:13.233>and <00:21:13.235>the <00:21:13.236>best <00:21:13.237>part <00:21:13.239>of

00:21:13.240 --> 00:21:15.430 align:start position:0%
<00:21:13.240>parts <00:21:13.340>of <00:21:13.440>Space, <00:21:13.540>and <00:21:13.640>the <00:21:13.740>best <00:21:13.840>part <00:21:13.940>of <00:21:14.040>DevEx, <00:21:14.140>and <00:21:14.240>then <00:21:14.340>we <00:21:14.440>built <00:21:14.540>a <00:21:14.640>platform

00:21:15.430 --> 00:21:15.440 align:start position:0%
<00:21:15.430>DevEx, <00:21:15.431>and <00:21:15.433>then <00:21:15.434>we <00:21:15.436>built <00:21:15.437>a <00:21:15.439>platform

00:21:15.440 --> 00:21:16.870 align:start position:0%
<00:21:15.440>DevEx, <00:21:15.531>and <00:21:15.623>then <00:21:15.715>we <00:21:15.807>built <00:21:15.899>a <00:21:15.991>platform <00:21:16.083>around <00:21:16.175>that. <00:21:16.267>And <00:21:16.359>I'm <00:21:16.451>not <00:21:16.543>here <00:21:16.635>to <00:21:16.726>pitch

00:21:16.870 --> 00:21:16.880 align:start position:0%
<00:21:16.870>around <00:21:16.871>that. <00:21:16.872>And <00:21:16.873>I'm <00:21:16.875>not <00:21:16.876>here <00:21:16.877>to <00:21:16.879>pitch

00:21:16.880 --> 00:21:18.390 align:start position:0%
<00:21:16.880>around <00:21:16.970>that. <00:21:17.061>And <00:21:17.151>I'm <00:21:17.242>not <00:21:17.333>here <00:21:17.423>to <00:21:17.514>pitch <00:21:17.604>you <00:21:17.695>on <00:21:17.786>that. <00:21:17.876>Our <00:21:17.967>our <00:21:18.057>booth <00:21:18.148>is <00:21:18.239>literally

00:21:18.390 --> 00:21:18.400 align:start position:0%
<00:21:18.390>you <00:21:18.391>on <00:21:18.392>that. <00:21:18.393>Our <00:21:18.395>our <00:21:18.396>booth <00:21:18.397>is <00:21:18.399>literally

00:21:18.400 --> 00:21:19.710 align:start position:0%
<00:21:18.400>you <00:21:18.484>on <00:21:18.568>that. <00:21:18.652>Our <00:21:18.736>our <00:21:18.821>booth <00:21:18.905>is <00:21:18.989>literally <00:21:19.073>right <00:21:19.157>over <00:21:19.242>there <00:21:19.326>at <00:21:19.410>the <00:21:19.494>Atlassian <00:21:19.579>booth

00:21:19.710 --> 00:21:19.720 align:start position:0%
<00:21:19.710>right <00:21:19.711>over <00:21:19.713>there <00:21:19.714>at <00:21:19.716>the <00:21:19.717>Atlassian <00:21:19.719>booth

00:21:19.720 --> 00:21:21.110 align:start position:0%
<00:21:19.720>right <00:21:19.809>over <00:21:19.898>there <00:21:19.988>at <00:21:20.077>the <00:21:20.166>Atlassian <00:21:20.256>booth <00:21:20.345>if <00:21:20.434>you'd <00:21:20.524>like <00:21:20.613>to <00:21:20.702>learn <00:21:20.792>more <00:21:20.881>about <00:21:20.971>how

00:21:21.110 --> 00:21:21.120 align:start position:0%
<00:21:21.110>if <00:21:21.111>you'd <00:21:21.112>like <00:21:21.113>to <00:21:21.115>learn <00:21:21.116>more <00:21:21.117>about <00:21:21.119>how

00:21:21.120 --> 00:21:22.910 align:start position:0%
<00:21:21.120>if <00:21:21.213>you'd <00:21:21.306>like <00:21:21.399>to <00:21:21.493>learn <00:21:21.586>more <00:21:21.679>about <00:21:21.773>how <00:21:21.866>the <00:21:21.959>platform <00:21:22.053>works. <00:21:22.146>But <00:21:22.239>we <00:21:22.333>look <00:21:22.426>at <00:21:22.520>a

00:21:22.910 --> 00:21:22.920 align:start position:0%
<00:21:22.910>the <00:21:22.911>platform <00:21:22.912>works. <00:21:22.913>But <00:21:22.915>we <00:21:22.916>look <00:21:22.917>at <00:21:22.919>a

00:21:22.920 --> 00:21:24.270 align:start position:0%
<00:21:22.920>the <00:21:23.013>platform <00:21:23.106>works. <00:21:23.200>But <00:21:23.293>we <00:21:23.387>look <00:21:23.480>at <00:21:23.574>a <00:21:23.667>number <00:21:23.761>of <00:21:23.854>different <00:21:23.948>metrics <00:21:24.041>as <00:21:24.135>our

00:21:24.270 --> 00:21:24.280 align:start position:0%
<00:21:24.270>number <00:21:24.271>of <00:21:24.273>different <00:21:24.275>metrics <00:21:24.277>as <00:21:24.279>our

00:21:24.280 --> 00:21:25.750 align:start position:0%
<00:21:24.280>number <00:21:24.412>of <00:21:24.544>different <00:21:24.676>metrics <00:21:24.809>as <00:21:24.941>our <00:21:25.073>top-level <00:21:25.206>metrics <00:21:25.338>and <00:21:25.470>then <00:21:25.603>secondary

00:21:25.750 --> 00:21:25.760 align:start position:0%
<00:21:25.750>top-level <00:21:25.752>metrics <00:21:25.754>and <00:21:25.756>then <00:21:25.759>secondary

00:21:25.760 --> 00:21:27.270 align:start position:0%
<00:21:25.760>top-level <00:21:25.929>metrics <00:21:26.099>and <00:21:26.269>then <00:21:26.439>secondary <00:21:26.609>metrics <00:21:26.779>like <00:21:26.949>there's <00:21:27.119>deployment

00:21:27.270 --> 00:21:27.280 align:start position:0%
<00:21:27.270>metrics <00:21:27.273>like <00:21:27.276>there's <00:21:27.279>deployment

00:21:27.280 --> 00:21:29.270 align:start position:0%
<00:21:27.280>metrics <00:21:27.435>like <00:21:27.591>there's <00:21:27.746>deployment <00:21:27.902>frequency <00:21:28.057>from <00:21:28.213>Dora, <00:21:28.368>or <00:21:28.524>our <00:21:28.680>quality

00:21:29.270 --> 00:21:29.280 align:start position:0%
<00:21:29.270>frequency <00:21:29.271>from <00:21:29.273>Dora, <00:21:29.275>or <00:21:29.277>our <00:21:29.279>quality

00:21:29.280 --> 00:21:30.990 align:start position:0%
<00:21:29.280>frequency <00:21:29.407>from <00:21:29.534>Dora, <00:21:29.661>or <00:21:29.789>our <00:21:29.916>quality <00:21:30.043>metric <00:21:30.170>our <00:21:30.298>primary <00:21:30.425>quality <00:21:30.552>metric <00:21:30.680>is

00:21:30.990 --> 00:21:31.000 align:start position:0%
<00:21:30.990>metric <00:21:30.991>our <00:21:30.993>primary <00:21:30.995>quality <00:21:30.997>metric <00:21:30.999>is

00:21:31.000 --> 00:21:33.270 align:start position:0%
<00:21:31.000>metric <00:21:31.116>our <00:21:31.233>primary <00:21:31.350>quality <00:21:31.466>metric <00:21:31.583>is <00:21:31.700>change <00:21:31.816>failure <00:21:31.933>rate <00:21:32.050>also <00:21:32.166>from <00:21:32.283>Dora. <00:21:32.400>Our

00:21:33.270 --> 00:21:33.280 align:start position:0%
<00:21:33.270>change <00:21:33.271>failure <00:21:33.273>rate <00:21:33.274>also <00:21:33.276>from <00:21:33.277>Dora. <00:21:33.279>Our

00:21:33.280 --> 00:21:35.190 align:start position:0%
<00:21:33.280>change <00:21:33.387>failure <00:21:33.495>rate <00:21:33.603>also <00:21:33.710>from <00:21:33.818>Dora. <00:21:33.926>Our <00:21:34.033>speed <00:21:34.141>metric <00:21:34.249>is <00:21:34.356>looking <00:21:34.464>at <00:21:34.572>diff <00:21:34.680>per

00:21:35.190 --> 00:21:35.200 align:start position:0%
<00:21:35.190>speed <00:21:35.191>metric <00:21:35.193>is <00:21:35.194>looking <00:21:35.196>at <00:21:35.197>diff <00:21:35.199>per

00:21:35.200 --> 00:21:38.190 align:start position:0%
<00:21:35.200>speed <00:21:35.316>metric <00:21:35.433>is <00:21:35.550>looking <00:21:35.666>at <00:21:35.783>diff <00:21:35.900>per <00:21:36.016>engineer, <00:21:36.133>never <00:21:36.250>at <00:21:36.366>the <00:21:36.483>individual <00:21:36.600>level.

00:21:38.190 --> 00:21:38.200 align:start position:0%
<00:21:38.190>engineer, <00:21:38.191>never <00:21:38.193>at <00:21:38.195>the <00:21:38.197>individual <00:21:38.199>level.

00:21:38.200 --> 00:21:40.430 align:start position:0%
<00:21:38.200>engineer, <00:21:38.327>never <00:21:38.454>at <00:21:38.581>the <00:21:38.709>individual <00:21:38.836>level. <00:21:38.963>This <00:21:39.090>is <00:21:39.218>not <00:21:39.345>about <00:21:39.472>individual <00:21:39.600>performance

00:21:40.430 --> 00:21:40.440 align:start position:0%
<00:21:40.430>This <00:21:40.431>is <00:21:40.433>not <00:21:40.435>about <00:21:40.437>individual <00:21:40.439>performance

00:21:40.440 --> 00:21:41.870 align:start position:0%
<00:21:40.440>This <00:21:40.568>is <00:21:40.697>not <00:21:40.826>about <00:21:40.954>individual <00:21:41.083>performance <00:21:41.212>or <00:21:41.340>productivity. <00:21:41.469>This <00:21:41.598>is <00:21:41.726>about

00:21:41.870 --> 00:21:41.880 align:start position:0%
<00:21:41.870>or <00:21:41.872>productivity. <00:21:41.874>This <00:21:41.876>is <00:21:41.879>about

00:21:41.880 --> 00:21:44.150 align:start position:0%
<00:21:41.880>or <00:21:42.020>productivity. <00:21:42.160>This <00:21:42.300>is <00:21:42.440>about <00:21:42.580>performance <00:21:42.720>of <00:21:42.860>the <00:21:43.000>system, <00:21:43.140>the <00:21:43.280>platform,

00:21:44.150 --> 00:21:44.160 align:start position:0%
<00:21:44.150>performance <00:21:44.151>of <00:21:44.153>the <00:21:44.155>system, <00:21:44.157>the <00:21:44.159>platform,

00:21:44.160 --> 00:21:45.750 align:start position:0%
<00:21:44.160>performance <00:21:44.287>of <00:21:44.414>the <00:21:44.541>system, <00:21:44.669>the <00:21:44.796>platform, <00:21:44.923>and <00:21:45.050>the <00:21:45.178>culture. <00:21:45.305>That's <00:21:45.432>what <00:21:45.560>we're

00:21:45.750 --> 00:21:45.760 align:start position:0%
<00:21:45.750>and <00:21:45.751>the <00:21:45.753>culture. <00:21:45.755>That's <00:21:45.757>what <00:21:45.759>we're

00:21:45.760 --> 00:21:47.750 align:start position:0%
<00:21:45.760>and <00:21:45.876>the <00:21:45.993>culture. <00:21:46.110>That's <00:21:46.226>what <00:21:46.343>we're <00:21:46.460>trying <00:21:46.576>to <00:21:46.693>improve. <00:21:46.810>When <00:21:46.926>we <00:21:47.043>try <00:21:47.160>to

00:21:47.750 --> 00:21:47.760 align:start position:0%
<00:21:47.750>trying <00:21:47.751>to <00:21:47.753>improve. <00:21:47.754>When <00:21:47.756>we <00:21:47.757>try <00:21:47.759>to

00:21:47.760 --> 00:21:49.790 align:start position:0%
<00:21:47.760>trying <00:21:47.867>to <00:21:47.975>improve. <00:21:48.083>When <00:21:48.190>we <00:21:48.298>try <00:21:48.406>to <00:21:48.513>measure <00:21:48.621>this <00:21:48.729>at <00:21:48.836>the <00:21:48.944>individual <00:21:49.052>level, <00:21:49.160>we

00:21:49.790 --> 00:21:49.800 align:start position:0%
<00:21:49.790>measure <00:21:49.791>this <00:21:49.793>at <00:21:49.794>the <00:21:49.796>individual <00:21:49.797>level, <00:21:49.799>we

00:21:49.800 --> 00:21:51.550 align:start position:0%
<00:21:49.800>measure <00:21:49.899>this <00:21:50.000>at <00:21:50.100>the <00:21:50.200>individual <00:21:50.300>level, <00:21:50.399>we <00:21:50.500>end <00:21:50.600>up <00:21:50.700>with <00:21:50.800>Goodhart's <00:21:50.899>law, <00:21:51.000>we <00:21:51.100>end <00:21:51.200>up

00:21:51.550 --> 00:21:51.560 align:start position:0%
<00:21:51.550>end <00:21:51.551>up <00:21:51.552>with <00:21:51.553>Goodhart's <00:21:51.555>law, <00:21:51.556>we <00:21:51.557>end <00:21:51.559>up

00:21:51.560 --> 00:21:53.270 align:start position:0%
<00:21:51.560>end <00:21:51.659>up <00:21:51.760>with <00:21:51.860>Goodhart's <00:21:51.960>law, <00:21:52.060>we <00:21:52.159>end <00:21:52.260>up <00:21:52.360>with <00:21:52.460>gamification, <00:21:52.560>we <00:21:52.659>end <00:21:52.760>up <00:21:52.860>with <00:21:52.960>an

00:21:53.270 --> 00:21:53.280 align:start position:0%
<00:21:53.270>with <00:21:53.271>gamification, <00:21:53.273>we <00:21:53.274>end <00:21:53.276>up <00:21:53.277>with <00:21:53.279>an

00:21:53.280 --> 00:21:55.150 align:start position:0%
<00:21:53.280>with <00:21:53.387>gamification, <00:21:53.495>we <00:21:53.603>end <00:21:53.710>up <00:21:53.818>with <00:21:53.926>an <00:21:54.033>unrealistic <00:21:54.141>picture <00:21:54.249>anyway. <00:21:54.356>If <00:21:54.464>I <00:21:54.572>have <00:21:54.680>a

00:21:55.150 --> 00:21:55.160 align:start position:0%
<00:21:55.150>unrealistic <00:21:55.151>picture <00:21:55.153>anyway. <00:21:55.154>If <00:21:55.156>I <00:21:55.157>have <00:21:55.159>a

00:21:55.160 --> 00:21:57.110 align:start position:0%
<00:21:55.160>unrealistic <00:21:55.267>picture <00:21:55.375>anyway. <00:21:55.483>If <00:21:55.590>I <00:21:55.698>have <00:21:55.806>a <00:21:55.913>two-pizza <00:21:56.021>team <00:21:56.129>and <00:21:56.236>one <00:21:56.344>person <00:21:56.452>is <00:21:56.560>really

00:21:57.110 --> 00:21:57.120 align:start position:0%
<00:21:57.110>two-pizza <00:21:57.111>team <00:21:57.112>and <00:21:57.114>one <00:21:57.116>person <00:21:57.117>is <00:21:57.119>really

00:21:57.120 --> 00:21:58.590 align:start position:0%
<00:21:57.120>two-pizza <00:21:57.214>team <00:21:57.309>and <00:21:57.403>one <00:21:57.497>person <00:21:57.592>is <00:21:57.687>really <00:21:57.781>senior <00:21:57.876>on <00:21:57.970>that <00:21:58.064>team <00:21:58.159>and <00:21:58.254>helping <00:21:58.348>with <00:21:58.443>a

00:21:58.590 --> 00:21:58.600 align:start position:0%
<00:21:58.590>senior <00:21:58.591>on <00:21:58.592>that <00:21:58.593>team <00:21:58.595>and <00:21:58.596>helping <00:21:58.597>with <00:21:58.599>a

00:21:58.600 --> 00:22:00.790 align:start position:0%
<00:21:58.600>senior <00:21:58.699>on <00:21:58.800>that <00:21:58.899>team <00:21:59.000>and <00:21:59.100>helping <00:21:59.199>with <00:21:59.300>a <00:21:59.399>lot <00:21:59.500>of <00:21:59.600>mentorship <00:21:59.699>and <00:21:59.800>review, <00:21:59.899>their <00:22:00.000>PR

00:22:00.790 --> 00:22:00.800 align:start position:0%
<00:22:00.790>lot <00:22:00.791>of <00:22:00.793>mentorship <00:22:00.794>and <00:22:00.796>review, <00:22:00.797>their <00:22:00.799>PR

00:22:00.800 --> 00:22:02.510 align:start position:0%
<00:22:00.800>lot <00:22:00.907>of <00:22:01.015>mentorship <00:22:01.123>and <00:22:01.230>review, <00:22:01.338>their <00:22:01.446>PR <00:22:01.553>throughput <00:22:01.661>might <00:22:01.769>not <00:22:01.876>look <00:22:01.984>great. <00:22:02.092>But <00:22:02.200>if

00:22:02.510 --> 00:22:02.520 align:start position:0%
<00:22:02.510>throughput <00:22:02.511>might <00:22:02.513>not <00:22:02.514>look <00:22:02.516>great. <00:22:02.517>But <00:22:02.519>if

00:22:02.520 --> 00:22:04.430 align:start position:0%
<00:22:02.520>throughput <00:22:02.620>might <00:22:02.720>not <00:22:02.820>look <00:22:02.920>great. <00:22:03.020>But <00:22:03.120>if <00:22:03.220>you <00:22:03.320>take <00:22:03.420>that <00:22:03.520>person <00:22:03.620>off <00:22:03.720>the <00:22:03.820>team, <00:22:03.920>those

00:22:04.430 --> 00:22:04.440 align:start position:0%
<00:22:04.430>you <00:22:04.431>take <00:22:04.432>that <00:22:04.433>person <00:22:04.435>off <00:22:04.436>the <00:22:04.437>team, <00:22:04.439>those

00:22:04.440 --> 00:22:06.190 align:start position:0%
<00:22:04.440>you <00:22:04.540>take <00:22:04.640>that <00:22:04.740>person <00:22:04.840>off <00:22:04.940>the <00:22:05.040>team, <00:22:05.140>those <00:22:05.240>entire <00:22:05.340>team's <00:22:05.440>metrics <00:22:05.540>are <00:22:05.640>going <00:22:05.740>to <00:22:05.840>go

00:22:06.190 --> 00:22:06.200 align:start position:0%
<00:22:06.190>entire <00:22:06.191>team's <00:22:06.193>metrics <00:22:06.194>are <00:22:06.196>going <00:22:06.197>to <00:22:06.199>go

00:22:06.200 --> 00:22:08.430 align:start position:0%
<00:22:06.200>entire <00:22:06.307>team's <00:22:06.415>metrics <00:22:06.523>are <00:22:06.630>going <00:22:06.738>to <00:22:06.846>go <00:22:06.953>down, <00:22:07.061>right? <00:22:07.169>So <00:22:07.276>so <00:22:07.384>very <00:22:07.492>important <00:22:07.600>that

00:22:08.430 --> 00:22:08.440 align:start position:0%
<00:22:08.430>down, <00:22:08.431>right? <00:22:08.433>So <00:22:08.434>so <00:22:08.436>very <00:22:08.437>important <00:22:08.439>that

00:22:08.440 --> 00:22:09.390 align:start position:0%
<00:22:08.440>down, <00:22:08.505>right? <00:22:08.571>So <00:22:08.637>so <00:22:08.703>very <00:22:08.768>important <00:22:08.834>that <00:22:08.900>we're <00:22:08.966>never <00:22:09.031>looking <00:22:09.097>at <00:22:09.163>this <00:22:09.229>in <00:22:09.295>the

00:22:09.390 --> 00:22:09.400 align:start position:0%
<00:22:09.390>we're <00:22:09.391>never <00:22:09.393>looking <00:22:09.394>at <00:22:09.396>this <00:22:09.397>in <00:22:09.399>the

00:22:09.400 --> 00:22:10.990 align:start position:0%
<00:22:09.400>we're <00:22:09.575>never <00:22:09.750>looking <00:22:09.925>at <00:22:10.100>this <00:22:10.275>in <00:22:10.450>the <00:22:10.625>individual <00:22:10.800>level.

00:22:10.990 --> 00:22:11.000 align:start position:0%
<00:22:10.990>individual <00:22:10.999>level.

00:22:11.000 --> 00:22:14.270 align:start position:0%
<00:22:11.000>individual <00:22:11.200>level. <00:22:11.400>What's <00:22:11.600>this <00:22:11.800>uh <00:22:12.000>DXI, <00:22:12.200>this <00:22:12.400>effectiveness?

00:22:14.270 --> 00:22:14.280 align:start position:0%
<00:22:14.270>What's <00:22:14.271>this <00:22:14.273>uh <00:22:14.275>DXI, <00:22:14.277>this <00:22:14.279>effectiveness?

00:22:14.280 --> 00:22:15.550 align:start position:0%
<00:22:14.280>What's <00:22:14.383>this <00:22:14.487>uh <00:22:14.591>DXI, <00:22:14.695>this <00:22:14.799>effectiveness? <00:22:14.903>Uh <00:22:15.007>this <00:22:15.111>is <00:22:15.215>a <00:22:15.319>really <00:22:15.423>interesting

00:22:15.550 --> 00:22:15.560 align:start position:0%
<00:22:15.550>Uh <00:22:15.551>this <00:22:15.553>is <00:22:15.555>a <00:22:15.557>really <00:22:15.559>interesting

00:22:15.560 --> 00:22:18.150 align:start position:0%
<00:22:15.560>Uh <00:22:15.700>this <00:22:15.840>is <00:22:15.980>a <00:22:16.120>really <00:22:16.260>interesting <00:22:16.399>qualitative <00:22:16.540>index <00:22:16.679>comprised <00:22:16.820>of <00:22:16.960>14

00:22:18.150 --> 00:22:18.160 align:start position:0%
<00:22:18.150>qualitative <00:22:18.152>index <00:22:18.154>comprised <00:22:18.156>of <00:22:18.159>14

00:22:18.160 --> 00:22:19.790 align:start position:0%
<00:22:18.160>qualitative <00:22:18.287>index <00:22:18.414>comprised <00:22:18.541>of <00:22:18.669>14 <00:22:18.796>separate <00:22:18.923>drivers <00:22:19.050>that <00:22:19.178>we <00:22:19.305>think <00:22:19.432>build <00:22:19.560>a

00:22:19.790 --> 00:22:19.800 align:start position:0%
<00:22:19.790>separate <00:22:19.791>drivers <00:22:19.793>that <00:22:19.794>we <00:22:19.796>think <00:22:19.797>build <00:22:19.799>a

00:22:19.800 --> 00:22:21.110 align:start position:0%
<00:22:19.800>separate <00:22:19.917>drivers <00:22:20.035>that <00:22:20.153>we <00:22:20.271>think <00:22:20.389>build <00:22:20.507>a <00:22:20.625>pretty <00:22:20.743>comprehensive <00:22:20.861>picture <00:22:20.978>of

00:22:21.110 --> 00:22:21.120 align:start position:0%
<00:22:21.110>pretty <00:22:21.112>comprehensive <00:22:21.116>picture <00:22:21.119>of

00:22:21.120 --> 00:22:23.550 align:start position:0%
<00:22:21.120>pretty <00:22:21.275>comprehensive <00:22:21.431>picture <00:22:21.586>of <00:22:21.742>developer <00:22:21.897>experience, <00:22:22.053>and <00:22:22.208>these <00:22:22.364>are <00:22:22.520>the

00:22:23.550 --> 00:22:23.560 align:start position:0%
<00:22:23.550>developer <00:22:23.551>experience, <00:22:23.553>and <00:22:23.555>these <00:22:23.557>are <00:22:23.559>the

00:22:23.560 --> 00:22:25.430 align:start position:0%
<00:22:23.560>developer <00:22:23.687>experience, <00:22:23.814>and <00:22:23.941>these <00:22:24.069>are <00:22:24.196>the <00:22:24.323>anchors <00:22:24.450>upon <00:22:24.578>which <00:22:24.705>you <00:22:24.832>want <00:22:24.960>continuous

00:22:25.430 --> 00:22:25.440 align:start position:0%
<00:22:25.430>anchors <00:22:25.431>upon <00:22:25.433>which <00:22:25.435>you <00:22:25.437>want <00:22:25.439>continuous

00:22:25.440 --> 00:22:26.910 align:start position:0%
<00:22:25.440>anchors <00:22:25.587>upon <00:22:25.734>which <00:22:25.881>you <00:22:26.028>want <00:22:26.175>continuous <00:22:26.322>improvement <00:22:26.469>around <00:22:26.616>your <00:22:26.763>developer

00:22:26.910 --> 00:22:26.920 align:start position:0%
<00:22:26.910>improvement <00:22:26.913>around <00:22:26.916>your <00:22:26.919>developer

00:22:26.920 --> 00:22:29.350 align:start position:0%
<00:22:26.920>improvement <00:22:27.095>around <00:22:27.270>your <00:22:27.445>developer <00:22:27.620>experience. <00:22:27.795>Are <00:22:27.970>these <00:22:28.145>different <00:22:28.320>uh

00:22:29.350 --> 00:22:29.360 align:start position:0%
<00:22:29.350>experience. <00:22:29.352>Are <00:22:29.354>these <00:22:29.356>different <00:22:29.359>uh

00:22:29.360 --> 00:22:30.830 align:start position:0%
<00:22:29.360>experience. <00:22:29.506>Are <00:22:29.654>these <00:22:29.801>different <00:22:29.947>uh <00:22:30.094>dimensions <00:22:30.242>of <00:22:30.389>the <00:22:30.535>developer <00:22:30.683>experience

00:22:30.830 --> 00:22:30.840 align:start position:0%
<00:22:30.830>dimensions <00:22:30.832>of <00:22:30.834>the <00:22:30.836>developer <00:22:30.839>experience

00:22:30.840 --> 00:22:32.950 align:start position:0%
<00:22:30.840>dimensions <00:22:30.947>of <00:22:31.055>the <00:22:31.163>developer <00:22:31.270>experience <00:22:31.378>index. <00:22:31.486>And <00:22:31.593>as <00:22:31.701>we <00:22:31.809>drive <00:22:31.916>this <00:22:32.024>index <00:22:32.132>up <00:22:32.240>and

00:22:32.950 --> 00:22:32.960 align:start position:0%
<00:22:32.950>index. <00:22:32.951>And <00:22:32.952>as <00:22:32.953>we <00:22:32.954>drive <00:22:32.955>this <00:22:32.956>index <00:22:32.957>up <00:22:32.959>and

00:22:32.960 --> 00:22:34.790 align:start position:0%
<00:22:32.960>index. <00:22:33.053>And <00:22:33.146>as <00:22:33.240>we <00:22:33.333>drive <00:22:33.426>this <00:22:33.520>index <00:22:33.613>up <00:22:33.706>and <00:22:33.800>improve <00:22:33.893>it, <00:22:33.986>we <00:22:34.080>have <00:22:34.173>better <00:22:34.266>outcomes <00:22:34.360>in

00:22:34.790 --> 00:22:34.800 align:start position:0%
<00:22:34.790>improve <00:22:34.791>it, <00:22:34.793>we <00:22:34.794>have <00:22:34.796>better <00:22:34.797>outcomes <00:22:34.799>in

00:22:34.800 --> 00:22:35.910 align:start position:0%
<00:22:34.800>improve <00:22:34.876>it, <00:22:34.953>we <00:22:35.030>have <00:22:35.107>better <00:22:35.184>outcomes <00:22:35.261>in <00:22:35.337>terms <00:22:35.414>of <00:22:35.491>our <00:22:35.568>speed, <00:22:35.645>our <00:22:35.722>ease <00:22:35.799>of

00:22:35.910 --> 00:22:35.920 align:start position:0%
<00:22:35.910>terms <00:22:35.911>of <00:22:35.913>our <00:22:35.914>speed, <00:22:35.916>our <00:22:35.917>ease <00:22:35.919>of

00:22:35.920 --> 00:22:37.590 align:start position:0%
<00:22:35.920>terms <00:22:36.027>of <00:22:36.135>our <00:22:36.243>speed, <00:22:36.350>our <00:22:36.458>ease <00:22:36.566>of <00:22:36.673>delivery, <00:22:36.781>quality, <00:22:36.889>and <00:22:36.996>and <00:22:37.104>that <00:22:37.212>sort <00:22:37.320>of

00:22:37.590 --> 00:22:37.600 align:start position:0%
<00:22:37.590>delivery, <00:22:37.591>quality, <00:22:37.592>and <00:22:37.594>and <00:22:37.596>that <00:22:37.597>sort <00:22:37.599>of

00:22:37.600 --> 00:22:38.670 align:start position:0%
<00:22:37.600>delivery, <00:22:37.674>quality, <00:22:37.748>and <00:22:37.822>and <00:22:37.896>that <00:22:37.970>sort <00:22:38.044>of <00:22:38.118>thing. <00:22:38.192>All <00:22:38.266>the <00:22:38.340>thing <00:22:38.414>the <00:22:38.488>outcomes <00:22:38.563>that

00:22:38.670 --> 00:22:38.680 align:start position:0%
<00:22:38.670>thing. <00:22:38.671>All <00:22:38.673>the <00:22:38.674>thing <00:22:38.676>the <00:22:38.677>outcomes <00:22:38.679>that

00:22:38.680 --> 00:22:40.110 align:start position:0%
<00:22:38.680>thing. <00:22:38.771>All <00:22:38.863>the <00:22:38.955>thing <00:22:39.047>the <00:22:39.139>outcomes <00:22:39.231>that <00:22:39.323>we <00:22:39.415>want. <00:22:39.507>But <00:22:39.599>but <00:22:39.691>we <00:22:39.783>also <00:22:39.875>have <00:22:39.966>more

00:22:40.110 --> 00:22:40.120 align:start position:0%
<00:22:40.110>we <00:22:40.111>want. <00:22:40.112>But <00:22:40.113>but <00:22:40.115>we <00:22:40.116>also <00:22:40.117>have <00:22:40.119>more

00:22:40.120 --> 00:22:42.470 align:start position:0%
<00:22:40.120>we <00:22:40.227>want. <00:22:40.335>But <00:22:40.443>but <00:22:40.550>we <00:22:40.658>also <00:22:40.766>have <00:22:40.873>more <00:22:40.981>joyful <00:22:41.089>developers, <00:22:41.196>right? <00:22:41.304>We <00:22:41.412>also <00:22:41.520>have

00:22:42.470 --> 00:22:42.480 align:start position:0%
<00:22:42.470>joyful <00:22:42.471>developers, <00:22:42.473>right? <00:22:42.475>We <00:22:42.477>also <00:22:42.479>have

00:22:42.480 --> 00:22:43.990 align:start position:0%
<00:22:42.480>joyful <00:22:42.603>developers, <00:22:42.727>right? <00:22:42.850>We <00:22:42.974>also <00:22:43.097>have <00:22:43.221>less <00:22:43.344>context <00:22:43.468>switching, <00:22:43.591>we <00:22:43.715>have <00:22:43.839>better

00:22:43.990 --> 00:22:44.000 align:start position:0%
<00:22:43.990>less <00:22:43.991>context <00:22:43.993>switching, <00:22:43.995>we <00:22:43.997>have <00:22:43.999>better

00:22:44.000 --> 00:22:46.750 align:start position:0%
<00:22:44.000>less <00:22:44.155>context <00:22:44.311>switching, <00:22:44.466>we <00:22:44.622>have <00:22:44.777>better <00:22:44.933>flow <00:22:45.088>state, <00:22:45.244>everybody <00:22:45.400>wins.

00:22:46.750 --> 00:22:46.760 align:start position:0%
<00:22:46.750>flow <00:22:46.753>state, <00:22:46.756>everybody <00:22:46.759>wins.

00:22:46.760 --> 00:22:48.350 align:start position:0%
<00:22:46.760>flow <00:22:46.867>state, <00:22:46.975>everybody <00:22:47.083>wins. <00:22:47.190>And <00:22:47.298>we <00:22:47.406>want <00:22:47.513>to <00:22:47.621>use <00:22:47.729>this <00:22:47.836>data <00:22:47.944>to <00:22:48.052>create <00:22:48.160>a

00:22:48.350 --> 00:22:48.360 align:start position:0%
<00:22:48.350>And <00:22:48.351>we <00:22:48.351>want <00:22:48.352>to <00:22:48.353>use <00:22:48.355>this <00:22:48.356>data <00:22:48.357>to <00:22:48.358>create <00:22:48.359>a

00:22:48.360 --> 00:22:50.230 align:start position:0%
<00:22:48.360>And <00:22:48.467>we <00:22:48.575>want <00:22:48.683>to <00:22:48.790>use <00:22:48.898>this <00:22:49.006>data <00:22:49.113>to <00:22:49.221>create <00:22:49.329>a <00:22:49.436>continuous <00:22:49.544>improvement <00:22:49.652>flywheel. <00:22:49.760>Our

00:22:50.230 --> 00:22:50.240 align:start position:0%
<00:22:50.230>continuous <00:22:50.233>improvement <00:22:50.236>flywheel. <00:22:50.239>Our

00:22:50.240 --> 00:22:51.630 align:start position:0%
<00:22:50.240>continuous <00:22:50.396>improvement <00:22:50.552>flywheel. <00:22:50.709>Our <00:22:50.865>engineering <00:22:51.021>leadership <00:22:51.178>needs <00:22:51.334>to <00:22:51.491>take

00:22:51.630 --> 00:22:51.640 align:start position:0%
<00:22:51.630>engineering <00:22:51.632>leadership <00:22:51.634>needs <00:22:51.636>to <00:22:51.639>take

00:22:51.640 --> 00:22:53.430 align:start position:0%
<00:22:51.640>engineering <00:22:51.767>leadership <00:22:51.894>needs <00:22:52.021>to <00:22:52.149>take <00:22:52.276>these <00:22:52.403>metrics <00:22:52.530>and <00:22:52.658>figure <00:22:52.785>out, <00:22:52.912>you <00:22:53.040>know,

00:22:53.430 --> 00:22:53.440 align:start position:0%
<00:22:53.430>these <00:22:53.431>metrics <00:22:53.433>and <00:22:53.434>figure <00:22:53.436>out, <00:22:53.437>you <00:22:53.439>know,

00:22:53.440 --> 00:22:54.750 align:start position:0%
<00:22:53.440>these <00:22:53.530>metrics <00:22:53.621>and <00:22:53.712>figure <00:22:53.802>out, <00:22:53.893>you <00:22:53.984>know, <00:22:54.074>what <00:22:54.165>needs <00:22:54.256>to <00:22:54.346>be <00:22:54.437>improved, <00:22:54.528>what <00:22:54.619>should

00:22:54.750 --> 00:22:54.760 align:start position:0%
<00:22:54.750>what <00:22:54.751>needs <00:22:54.753>to <00:22:54.754>be <00:22:54.756>improved, <00:22:54.757>what <00:22:54.759>should

00:22:54.760 --> 00:22:57.030 align:start position:0%
<00:22:54.760>what <00:22:54.860>needs <00:22:54.960>to <00:22:55.060>be <00:22:55.160>improved, <00:22:55.260>what <00:22:55.360>should <00:22:55.460>we <00:22:55.560>focus <00:22:55.660>on <00:22:55.760>to <00:22:55.860>again <00:22:55.960>reduce <00:22:56.060>that <00:22:56.160>toil,

00:22:57.030 --> 00:22:57.040 align:start position:0%
<00:22:57.030>we <00:22:57.031>focus <00:22:57.032>on <00:22:57.033>to <00:22:57.035>again <00:22:57.036>reduce <00:22:57.037>that <00:22:57.039>toil,

00:22:57.040 --> 00:22:58.590 align:start position:0%
<00:22:57.040>we <00:22:57.156>focus <00:22:57.272>on <00:22:57.388>to <00:22:57.504>again <00:22:57.621>reduce <00:22:57.737>that <00:22:57.853>toil, <00:22:57.970>reduce <00:22:58.086>bottlenecks, <00:22:58.202>and <00:22:58.318>reduce <00:22:58.435>friction

00:22:58.590 --> 00:22:58.600 align:start position:0%
<00:22:58.590>reduce <00:22:58.592>bottlenecks, <00:22:58.594>and <00:22:58.596>reduce <00:22:58.599>friction

00:22:58.600 --> 00:23:00.670 align:start position:0%
<00:22:58.600>reduce <00:22:58.755>bottlenecks, <00:22:58.911>and <00:22:59.066>reduce <00:22:59.222>friction <00:22:59.377>in <00:22:59.533>the <00:22:59.688>system <00:22:59.844>of <00:23:00.000>delivery.

00:23:00.670 --> 00:23:00.680 align:start position:0%
<00:23:00.670>in <00:23:00.672>the <00:23:00.674>system <00:23:00.676>of <00:23:00.679>delivery.

00:23:00.680 --> 00:23:01.950 align:start position:0%
<00:23:00.680>in <00:23:00.870>the <00:23:01.061>system <00:23:01.251>of <00:23:01.442>delivery. <00:23:01.632>Okay. <00:23:01.823>[snorts]

00:23:01.950 --> 00:23:01.960 align:start position:0%
<00:23:01.950>Okay. <00:23:01.959>[snorts]

00:23:01.960 --> 00:23:03.830 align:start position:0%
<00:23:01.960>Okay. <00:23:02.115>[snorts] <00:23:02.271>So <00:23:02.426>then <00:23:02.582>the <00:23:02.737>big <00:23:02.893>question, <00:23:03.048>how <00:23:03.204>does <00:23:03.360>AI

00:23:03.830 --> 00:23:03.840 align:start position:0%
<00:23:03.830>So <00:23:03.831>then <00:23:03.832>the <00:23:03.833>big <00:23:03.835>question, <00:23:03.836>how <00:23:03.837>does <00:23:03.839>AI

00:23:03.840 --> 00:23:05.790 align:start position:0%
<00:23:03.840>So <00:23:03.947>then <00:23:04.055>the <00:23:04.163>big <00:23:04.270>question, <00:23:04.378>how <00:23:04.486>does <00:23:04.593>AI <00:23:04.701>change <00:23:04.809>this? <00:23:04.916>Right? <00:23:05.024>That's <00:23:05.132>what <00:23:05.240>every

00:23:05.790 --> 00:23:05.800 align:start position:0%
<00:23:05.790>change <00:23:05.791>this? <00:23:05.793>Right? <00:23:05.795>That's <00:23:05.797>what <00:23:05.799>every

00:23:05.800 --> 00:23:07.390 align:start position:0%
<00:23:05.800>change <00:23:05.916>this? <00:23:06.033>Right? <00:23:06.149>That's <00:23:06.266>what <00:23:06.383>every <00:23:06.500>every <00:23:06.616>conference <00:23:06.733>is <00:23:06.850>now <00:23:06.966>is <00:23:07.083>a <00:23:07.200>AI

00:23:07.390 --> 00:23:07.400 align:start position:0%
<00:23:07.390>every <00:23:07.391>conference <00:23:07.393>is <00:23:07.394>now <00:23:07.396>is <00:23:07.397>a <00:23:07.399>AI

00:23:07.400 --> 00:23:09.710 align:start position:0%
<00:23:07.400>every <00:23:07.507>conference <00:23:07.615>is <00:23:07.723>now <00:23:07.830>is <00:23:07.938>a <00:23:08.046>AI <00:23:08.153>conference. <00:23:08.261>Well, <00:23:08.369>I <00:23:08.476>think <00:23:08.584>in <00:23:08.692>2024 <00:23:08.800>we

00:23:09.710 --> 00:23:09.720 align:start position:0%
<00:23:09.710>conference. <00:23:09.711>Well, <00:23:09.713>I <00:23:09.714>think <00:23:09.716>in <00:23:09.717>2024 <00:23:09.719>we

00:23:09.720 --> 00:23:11.790 align:start position:0%
<00:23:09.720>conference. <00:23:09.827>Well, <00:23:09.935>I <00:23:10.043>think <00:23:10.150>in <00:23:10.258>2024 <00:23:10.366>we <00:23:10.473>gave <00:23:10.581>everybody <00:23:10.689>a <00:23:10.796>co-pilot. <00:23:10.904>Uh <00:23:11.012>and <00:23:11.120>in

00:23:11.790 --> 00:23:11.800 align:start position:0%
<00:23:11.790>gave <00:23:11.791>everybody <00:23:11.793>a <00:23:11.794>co-pilot. <00:23:11.796>Uh <00:23:11.797>and <00:23:11.799>in

00:23:11.800 --> 00:23:14.750 align:start position:0%
<00:23:11.800>gave <00:23:11.899>everybody <00:23:12.000>a <00:23:12.100>co-pilot. <00:23:12.200>Uh <00:23:12.300>and <00:23:12.399>in <00:23:12.500>2025 <00:23:12.600>we <00:23:12.700>built <00:23:12.800>agents. <00:23:12.899>And <00:23:13.000>now <00:23:13.100>here <00:23:13.200>in

00:23:14.750 --> 00:23:14.760 align:start position:0%
<00:23:14.750>2025 <00:23:14.751>we <00:23:14.752>built <00:23:14.753>agents. <00:23:14.755>And <00:23:14.756>now <00:23:14.757>here <00:23:14.759>in

00:23:14.760 --> 00:23:17.030 align:start position:0%
<00:23:14.760>2025 <00:23:14.867>we <00:23:14.975>built <00:23:15.083>agents. <00:23:15.190>And <00:23:15.298>now <00:23:15.406>here <00:23:15.513>in <00:23:15.621>2026, <00:23:15.729>uh <00:23:15.836>we're <00:23:15.944>realizing <00:23:16.052>that <00:23:16.160>our

00:23:17.030 --> 00:23:17.040 align:start position:0%
<00:23:17.030>2026, <00:23:17.031>uh <00:23:17.033>we're <00:23:17.035>realizing <00:23:17.037>that <00:23:17.039>our

00:23:17.040 --> 00:23:19.350 align:start position:0%
<00:23:17.040>2026, <00:23:17.156>uh <00:23:17.273>we're <00:23:17.389>realizing <00:23:17.506>that <00:23:17.623>our <00:23:17.740>infrastructure <00:23:17.856>was <00:23:17.973>not <00:23:18.090>ready <00:23:18.206>for <00:23:18.323>any <00:23:18.440>of

00:23:19.350 --> 00:23:19.360 align:start position:0%
<00:23:19.350>infrastructure <00:23:19.351>was <00:23:19.352>not <00:23:19.354>ready <00:23:19.356>for <00:23:19.357>any <00:23:19.359>of

00:23:19.360 --> 00:23:21.710 align:start position:0%
<00:23:19.360>infrastructure <00:23:19.442>was <00:23:19.524>not <00:23:19.607>ready <00:23:19.689>for <00:23:19.771>any <00:23:19.854>of <00:23:19.936>this <00:23:20.018>at <00:23:20.101>all. <00:23:20.183>And <00:23:20.265>we <00:23:20.348>see <00:23:20.430>this <00:23:20.512>in <00:23:20.595>in <00:23:20.677>a <00:23:20.760>lot

00:23:21.710 --> 00:23:21.720 align:start position:0%
<00:23:21.710>this <00:23:21.710>at <00:23:21.711>all. <00:23:21.712>And <00:23:21.713>we <00:23:21.714>see <00:23:21.715>this <00:23:21.716>in <00:23:21.717>in <00:23:21.718>a <00:23:21.719>lot

00:23:21.720 --> 00:23:23.310 align:start position:0%
<00:23:21.720>this <00:23:21.793>at <00:23:21.867>all. <00:23:21.941>And <00:23:22.014>we <00:23:22.088>see <00:23:22.162>this <00:23:22.235>in <00:23:22.309>in <00:23:22.383>a <00:23:22.456>lot <00:23:22.530>of <00:23:22.604>the <00:23:22.677>data <00:23:22.751>that <00:23:22.825>we <00:23:22.898>captured. <00:23:22.972>DX <00:23:23.046>has <00:23:23.120>a

00:23:23.310 --> 00:23:23.320 align:start position:0%
<00:23:23.310>of <00:23:23.311>the <00:23:23.312>data <00:23:23.313>that <00:23:23.314>we <00:23:23.315>captured. <00:23:23.316>DX <00:23:23.317>has <00:23:23.319>a

00:23:23.320 --> 00:23:25.350 align:start position:0%
<00:23:23.320>of <00:23:23.407>the <00:23:23.495>data <00:23:23.582>that <00:23:23.669>we <00:23:23.757>captured. <00:23:23.845>DX <00:23:23.932>has <00:23:24.020>a <00:23:24.107>lot <00:23:24.195>of <00:23:24.282>research <00:23:24.370>that <00:23:24.457>we're <00:23:24.544>able <00:23:24.632>to <00:23:24.720>uh

00:23:25.350 --> 00:23:25.360 align:start position:0%
<00:23:25.350>lot <00:23:25.351>of <00:23:25.352>research <00:23:25.353>that <00:23:25.355>we're <00:23:25.356>able <00:23:25.357>to <00:23:25.359>uh

00:23:25.360 --> 00:23:26.870 align:start position:0%
<00:23:25.360>lot <00:23:25.464>of <00:23:25.569>research <00:23:25.673>that <00:23:25.778>we're <00:23:25.882>able <00:23:25.987>to <00:23:26.091>uh <00:23:26.196>scrape <00:23:26.300>anonymously <00:23:26.405>from <00:23:26.509>data <00:23:26.614>in <00:23:26.718>the

00:23:26.870 --> 00:23:26.880 align:start position:0%
<00:23:26.870>scrape <00:23:26.871>anonymously <00:23:26.873>from <00:23:26.875>data <00:23:26.877>in <00:23:26.879>the

00:23:26.880 --> 00:23:29.950 align:start position:0%
<00:23:26.880>scrape <00:23:26.987>anonymously <00:23:27.095>from <00:23:27.203>data <00:23:27.310>in <00:23:27.418>the <00:23:27.526>platform. <00:23:27.633>Uh <00:23:27.741>what <00:23:27.849>I'm <00:23:27.956>about <00:23:28.064>to <00:23:28.172>show <00:23:28.280>you

00:23:29.950 --> 00:23:29.960 align:start position:0%
<00:23:29.950>platform. <00:23:29.951>Uh <00:23:29.952>what <00:23:29.953>I'm <00:23:29.955>about <00:23:29.956>to <00:23:29.957>show <00:23:29.959>you

00:23:29.960 --> 00:23:32.110 align:start position:0%
<00:23:29.960>platform. <00:23:30.067>Uh <00:23:30.175>what <00:23:30.283>I'm <00:23:30.390>about <00:23:30.498>to <00:23:30.606>show <00:23:30.713>you <00:23:30.821>is <00:23:30.929>a <00:23:31.036>per <00:23:31.144>company <00:23:31.252>representation <00:23:31.360>of

00:23:32.110 --> 00:23:32.120 align:start position:0%
<00:23:32.110>is <00:23:32.111>a <00:23:32.113>per <00:23:32.115>company <00:23:32.117>representation <00:23:32.119>of

00:23:32.120 --> 00:23:33.670 align:start position:0%
<00:23:32.120>is <00:23:32.246>a <00:23:32.373>per <00:23:32.500>company <00:23:32.627>representation <00:23:32.754>of <00:23:32.880>what's <00:23:33.007>happened <00:23:33.134>to <00:23:33.261>the <00:23:33.388>change <00:23:33.515>failure

00:23:33.670 --> 00:23:33.680 align:start position:0%
<00:23:33.670>what's <00:23:33.671>happened <00:23:33.673>to <00:23:33.675>the <00:23:33.677>change <00:23:33.679>failure

00:23:33.680 --> 00:23:37.030 align:start position:0%
<00:23:33.680>what's <00:23:33.796>happened <00:23:33.913>to <00:23:34.030>the <00:23:34.146>change <00:23:34.263>failure <00:23:34.380>rate <00:23:34.496>metric <00:23:34.613>over <00:23:34.730>the <00:23:34.846>last <00:23:34.963>16 <00:23:35.080>months.

00:23:37.030 --> 00:23:37.040 align:start position:0%
<00:23:37.030>rate <00:23:37.031>metric <00:23:37.033>over <00:23:37.034>the <00:23:37.036>last <00:23:37.037>16 <00:23:37.039>months.

00:23:37.040 --> 00:23:39.830 align:start position:0%
<00:23:37.040>rate <00:23:37.147>metric <00:23:37.255>over <00:23:37.363>the <00:23:37.470>last <00:23:37.578>16 <00:23:37.686>months. <00:23:37.793>Um <00:23:37.901>every <00:23:38.009>bar <00:23:38.116>represents <00:23:38.224>a <00:23:38.332>single <00:23:38.440>company

00:23:39.830 --> 00:23:39.840 align:start position:0%
<00:23:39.830>Um <00:23:39.831>every <00:23:39.832>bar <00:23:39.834>represents <00:23:39.836>a <00:23:39.837>single <00:23:39.839>company

00:23:39.840 --> 00:23:41.310 align:start position:0%
<00:23:39.840>Um <00:23:39.986>every <00:23:40.134>bar <00:23:40.281>represents <00:23:40.428>a <00:23:40.574>single <00:23:40.722>company <00:23:40.869>in <00:23:41.015>this <00:23:41.163>study.

00:23:41.310 --> 00:23:41.320 align:start position:0%
<00:23:41.310>in <00:23:41.314>this <00:23:41.319>study.

00:23:41.320 --> 00:23:42.550 align:start position:0%
<00:23:41.320>in <00:23:41.420>this <00:23:41.521>study. <00:23:41.621>You <00:23:41.722>want <00:23:41.823>to <00:23:41.923>be <00:23:42.024>on <00:23:42.125>the <00:23:42.225>bottom <00:23:42.326>side <00:23:42.427>of

00:23:42.550 --> 00:23:42.560 align:start position:0%
<00:23:42.550>You <00:23:42.551>want <00:23:42.552>to <00:23:42.553>be <00:23:42.554>on <00:23:42.555>the <00:23:42.556>bottom <00:23:42.557>side <00:23:42.559>of

00:23:42.560 --> 00:23:44.230 align:start position:0%
<00:23:42.560>You <00:23:42.653>want <00:23:42.746>to <00:23:42.840>be <00:23:42.933>on <00:23:43.026>the <00:23:43.120>bottom <00:23:43.213>side <00:23:43.306>of <00:23:43.399>this <00:23:43.493>graph. <00:23:43.586>You <00:23:43.679>want <00:23:43.773>to <00:23:43.866>reduce <00:23:43.960>your

00:23:44.230 --> 00:23:44.240 align:start position:0%
<00:23:44.230>this <00:23:44.231>graph. <00:23:44.233>You <00:23:44.234>want <00:23:44.236>to <00:23:44.237>reduce <00:23:44.239>your

00:23:44.240 --> 00:23:45.950 align:start position:0%
<00:23:44.240>this <00:23:44.347>graph. <00:23:44.455>You <00:23:44.563>want <00:23:44.670>to <00:23:44.778>reduce <00:23:44.886>your <00:23:44.993>change <00:23:45.101>failure <00:23:45.209>rate. <00:23:45.316>But <00:23:45.424>we've <00:23:45.532>seen <00:23:45.640>some

00:23:45.950 --> 00:23:45.960 align:start position:0%
<00:23:45.950>change <00:23:45.951>failure <00:23:45.953>rate. <00:23:45.954>But <00:23:45.956>we've <00:23:45.957>seen <00:23:45.959>some

00:23:45.960 --> 00:23:48.630 align:start position:0%
<00:23:45.960>change <00:23:46.060>failure <00:23:46.160>rate. <00:23:46.260>But <00:23:46.360>we've <00:23:46.460>seen <00:23:46.560>some <00:23:46.660>organizations <00:23:46.760>go <00:23:46.860>up <00:23:46.960>as <00:23:47.060>much <00:23:47.160>as <00:23:47.260>2% <00:23:47.360>over

00:23:48.630 --> 00:23:48.640 align:start position:0%
<00:23:48.630>organizations <00:23:48.631>go <00:23:48.632>up <00:23:48.633>as <00:23:48.635>much <00:23:48.636>as <00:23:48.637>2% <00:23:48.639>over

00:23:48.640 --> 00:23:49.910 align:start position:0%
<00:23:48.640>organizations <00:23:48.735>go <00:23:48.830>up <00:23:48.925>as <00:23:49.021>much <00:23:49.116>as <00:23:49.211>2% <00:23:49.306>over <00:23:49.402>that <00:23:49.497>16-month <00:23:49.592>period, <00:23:49.687>which <00:23:49.783>doesn't

00:23:49.910 --> 00:23:49.920 align:start position:0%
<00:23:49.910>that <00:23:49.912>16-month <00:23:49.914>period, <00:23:49.916>which <00:23:49.919>doesn't

00:23:49.920 --> 00:23:51.590 align:start position:0%
<00:23:49.920>that <00:23:50.036>16-month <00:23:50.153>period, <00:23:50.270>which <00:23:50.386>doesn't <00:23:50.503>sound <00:23:50.620>like <00:23:50.736>a <00:23:50.853>lot <00:23:50.970>until <00:23:51.086>you <00:23:51.203>realize <00:23:51.320>that

00:23:51.590 --> 00:23:51.600 align:start position:0%
<00:23:51.590>sound <00:23:51.591>like <00:23:51.592>a <00:23:51.593>lot <00:23:51.595>until <00:23:51.596>you <00:23:51.597>realize <00:23:51.599>that

00:23:51.600 --> 00:23:53.150 align:start position:0%
<00:23:51.600>sound <00:23:51.707>like <00:23:51.814>a <00:23:51.921>lot <00:23:52.029>until <00:23:52.136>you <00:23:52.243>realize <00:23:52.351>that <00:23:52.458>the <00:23:52.565>industry <00:23:52.673>benchmark <00:23:52.780>for <00:23:52.887>this <00:23:52.995>number

00:23:53.150 --> 00:23:53.160 align:start position:0%
<00:23:53.150>the <00:23:53.151>industry <00:23:53.153>benchmark <00:23:53.155>for <00:23:53.157>this <00:23:53.159>number

00:23:53.160 --> 00:23:55.670 align:start position:0%
<00:23:53.160>the <00:23:53.267>industry <00:23:53.375>benchmark <00:23:53.483>for <00:23:53.590>this <00:23:53.698>number <00:23:53.806>is <00:23:53.913>4%. <00:23:54.021>So, <00:23:54.129>that <00:23:54.236>means <00:23:54.344>shipping <00:23:54.452>as <00:23:54.560>many

00:23:55.670 --> 00:23:55.680 align:start position:0%
<00:23:55.670>is <00:23:55.671>4%. <00:23:55.672>So, <00:23:55.673>that <00:23:55.675>means <00:23:55.676>shipping <00:23:55.677>as <00:23:55.679>many

00:23:55.680 --> 00:23:57.710 align:start position:0%
<00:23:55.680>is <00:23:55.780>4%. <00:23:55.880>So, <00:23:55.980>that <00:23:56.080>means <00:23:56.180>shipping <00:23:56.280>as <00:23:56.380>many <00:23:56.480>as <00:23:56.580>50% <00:23:56.680>more <00:23:56.780>defects <00:23:56.880>than <00:23:56.980>we <00:23:57.080>were

00:23:57.710 --> 00:23:57.720 align:start position:0%
<00:23:57.710>as <00:23:57.711>50% <00:23:57.713>more <00:23:57.714>defects <00:23:57.716>than <00:23:57.717>we <00:23:57.719>were

00:23:57.720 --> 00:23:59.910 align:start position:0%
<00:23:57.720>as <00:23:57.836>50% <00:23:57.953>more <00:23:58.070>defects <00:23:58.186>than <00:23:58.303>we <00:23:58.420>were <00:23:58.536>shipping <00:23:58.653>16 <00:23:58.770>months <00:23:58.886>ago. <00:23:59.003>So, <00:23:59.120>very

00:23:59.910 --> 00:23:59.920 align:start position:0%
<00:23:59.910>shipping <00:23:59.911>16 <00:23:59.913>months <00:23:59.915>ago. <00:23:59.917>So, <00:23:59.919>very

00:23:59.920 --> 00:24:01.470 align:start position:0%
<00:23:59.920>shipping <00:24:00.046>16 <00:24:00.173>months <00:24:00.300>ago. <00:24:00.427>So, <00:24:00.554>very <00:24:00.680>important <00:24:00.807>to <00:24:00.934>measure, <00:24:01.061>very <00:24:01.188>important <00:24:01.315>to

00:24:01.470 --> 00:24:01.480 align:start position:0%
<00:24:01.470>important <00:24:01.471>to <00:24:01.473>measure, <00:24:01.475>very <00:24:01.477>important <00:24:01.479>to

00:24:01.480 --> 00:24:03.270 align:start position:0%
<00:24:01.480>important <00:24:01.607>to <00:24:01.734>measure, <00:24:01.861>very <00:24:01.989>important <00:24:02.116>to <00:24:02.243>understand, <00:24:02.370>and <00:24:02.498>to <00:24:02.625>pay <00:24:02.752>attention <00:24:02.880>to

00:24:03.270 --> 00:24:03.280 align:start position:0%
<00:24:03.270>understand, <00:24:03.271>and <00:24:03.273>to <00:24:03.275>pay <00:24:03.277>attention <00:24:03.279>to

00:24:03.280 --> 00:24:05.110 align:start position:0%
<00:24:03.280>understand, <00:24:03.396>and <00:24:03.513>to <00:24:03.629>pay <00:24:03.746>attention <00:24:03.863>to <00:24:03.980>these <00:24:04.096>quality <00:24:04.213>drivers. <00:24:04.330>This <00:24:04.446>gives <00:24:04.563>us <00:24:04.680>a

00:24:05.110 --> 00:24:05.120 align:start position:0%
<00:24:05.110>these <00:24:05.111>quality <00:24:05.112>drivers. <00:24:05.114>This <00:24:05.116>gives <00:24:05.117>us <00:24:05.119>a

00:24:05.120 --> 00:24:06.550 align:start position:0%
<00:24:05.120>these <00:24:05.236>quality <00:24:05.353>drivers. <00:24:05.471>This <00:24:05.588>gives <00:24:05.705>us <00:24:05.822>a <00:24:05.938>new <00:24:06.056>mandate <00:24:06.173>for <00:24:06.290>platform <00:24:06.407>engineering

00:24:06.550 --> 00:24:06.560 align:start position:0%
<00:24:06.550>new <00:24:06.552>mandate <00:24:06.554>for <00:24:06.556>platform <00:24:06.559>engineering

00:24:06.560 --> 00:24:08.030 align:start position:0%
<00:24:06.560>new <00:24:06.680>mandate <00:24:06.800>for <00:24:06.920>platform <00:24:07.041>engineering <00:24:07.161>teams, <00:24:07.281>really. <00:24:07.401>We <00:24:07.522>need <00:24:07.642>to <00:24:07.762>drive <00:24:07.883>better

00:24:08.030 --> 00:24:08.040 align:start position:0%
<00:24:08.030>teams, <00:24:08.031>really. <00:24:08.033>We <00:24:08.034>need <00:24:08.036>to <00:24:08.037>drive <00:24:08.039>better

00:24:08.040 --> 00:24:09.870 align:start position:0%
<00:24:08.040>teams, <00:24:08.167>really. <00:24:08.294>We <00:24:08.421>need <00:24:08.549>to <00:24:08.676>drive <00:24:08.803>better <00:24:08.930>AI <00:24:09.058>readiness <00:24:09.185>initiatives. <00:24:09.312>We <00:24:09.440>need

00:24:09.870 --> 00:24:09.880 align:start position:0%
<00:24:09.870>AI <00:24:09.872>readiness <00:24:09.874>initiatives. <00:24:09.876>We <00:24:09.879>need

00:24:09.880 --> 00:24:11.110 align:start position:0%
<00:24:09.880>AI <00:24:10.018>readiness <00:24:10.156>initiatives. <00:24:10.295>We <00:24:10.433>need <00:24:10.571>data-driven <00:24:10.710>AI <00:24:10.848>roll-out <00:24:10.986>and

00:24:11.110 --> 00:24:11.120 align:start position:0%
<00:24:11.110>data-driven <00:24:11.112>AI <00:24:11.116>roll-out <00:24:11.119>and

00:24:11.120 --> 00:24:12.630 align:start position:0%
<00:24:11.120>data-driven <00:24:11.255>AI <00:24:11.391>roll-out <00:24:11.527>and <00:24:11.663>optimization, <00:24:11.799>which <00:24:11.935>we <00:24:12.071>can <00:24:12.207>do <00:24:12.343>by <00:24:12.479>looking

00:24:12.630 --> 00:24:12.640 align:start position:0%
<00:24:12.630>optimization, <00:24:12.631>which <00:24:12.633>we <00:24:12.634>can <00:24:12.636>do <00:24:12.637>by <00:24:12.639>looking

00:24:12.640 --> 00:24:14.470 align:start position:0%
<00:24:12.640>optimization, <00:24:12.756>which <00:24:12.873>we <00:24:12.990>can <00:24:13.106>do <00:24:13.223>by <00:24:13.340>looking <00:24:13.456>at <00:24:13.573>the <00:24:13.690>same <00:24:13.806>productivity <00:24:13.923>metrics. <00:24:14.040>We

00:24:14.470 --> 00:24:14.480 align:start position:0%
<00:24:14.470>at <00:24:14.471>the <00:24:14.473>same <00:24:14.475>productivity <00:24:14.477>metrics. <00:24:14.479>We

00:24:14.480 --> 00:24:15.990 align:start position:0%
<00:24:14.480>at <00:24:14.593>the <00:24:14.706>same <00:24:14.819>productivity <00:24:14.933>metrics. <00:24:15.046>We <00:24:15.159>want <00:24:15.272>to <00:24:15.386>measure <00:24:15.499>for <00:24:15.612>impact <00:24:15.725>and <00:24:15.839>value

00:24:15.990 --> 00:24:16.000 align:start position:0%
<00:24:15.990>want <00:24:15.991>to <00:24:15.993>measure <00:24:15.994>for <00:24:15.996>impact <00:24:15.997>and <00:24:15.999>value

00:24:16.000 --> 00:24:18.630 align:start position:0%
<00:24:16.000>want <00:24:16.116>to <00:24:16.233>measure <00:24:16.350>for <00:24:16.466>impact <00:24:16.583>and <00:24:16.700>value <00:24:16.816>creation, <00:24:16.933>not <00:24:17.050>just <00:24:17.166>activity <00:24:17.283>and <00:24:17.400>speed.

00:24:18.630 --> 00:24:18.640 align:start position:0%
<00:24:18.630>creation, <00:24:18.631>not <00:24:18.633>just <00:24:18.635>activity <00:24:18.637>and <00:24:18.639>speed.

00:24:18.640 --> 00:24:20.910 align:start position:0%
<00:24:18.640>creation, <00:24:18.756>not <00:24:18.873>just <00:24:18.990>activity <00:24:19.106>and <00:24:19.223>speed. <00:24:19.340>Uh <00:24:19.456>we <00:24:19.573>want <00:24:19.690>paved <00:24:19.806>paths <00:24:19.923>and <00:24:20.040>guardrails

00:24:20.910 --> 00:24:20.920 align:start position:0%
<00:24:20.910>Uh <00:24:20.911>we <00:24:20.913>want <00:24:20.914>paved <00:24:20.916>paths <00:24:20.917>and <00:24:20.919>guardrails

00:24:20.920 --> 00:24:23.110 align:start position:0%
<00:24:20.920>Uh <00:24:21.047>we <00:24:21.174>want <00:24:21.301>paved <00:24:21.429>paths <00:24:21.556>and <00:24:21.683>guardrails <00:24:21.810>for <00:24:21.938>AI <00:24:22.065>engineering <00:24:22.192>because <00:24:22.320>constraints

00:24:23.110 --> 00:24:23.120 align:start position:0%
<00:24:23.110>for <00:24:23.112>AI <00:24:23.114>engineering <00:24:23.116>because <00:24:23.119>constraints

00:24:23.120 --> 00:24:26.030 align:start position:0%
<00:24:23.120>for <00:24:23.247>AI <00:24:23.374>engineering <00:24:23.501>because <00:24:23.629>constraints <00:24:23.756>create <00:24:23.883>flow <00:24:24.010>in <00:24:24.138>that <00:24:24.265>way. <00:24:24.392>And <00:24:24.520>certainly

00:24:26.030 --> 00:24:26.040 align:start position:0%
<00:24:26.030>create <00:24:26.031>flow <00:24:26.033>in <00:24:26.034>that <00:24:26.036>way. <00:24:26.037>And <00:24:26.039>certainly

00:24:26.040 --> 00:24:27.270 align:start position:0%
<00:24:26.040>create <00:24:26.125>flow <00:24:26.210>in <00:24:26.295>that <00:24:26.380>way. <00:24:26.465>And <00:24:26.550>certainly <00:24:26.636>we <00:24:26.721>need <00:24:26.806>to <00:24:26.891>optimize <00:24:26.976>our <00:24:27.061>cost <00:24:27.147>and

00:24:27.270 --> 00:24:27.280 align:start position:0%
<00:24:27.270>we <00:24:27.271>need <00:24:27.273>to <00:24:27.274>optimize <00:24:27.276>our <00:24:27.277>cost <00:24:27.279>and

00:24:27.280 --> 00:24:28.590 align:start position:0%
<00:24:27.280>we <00:24:27.370>need <00:24:27.461>to <00:24:27.552>optimize <00:24:27.642>our <00:24:27.733>cost <00:24:27.824>and <00:24:27.914>infrastructure. <00:24:28.005>I <00:24:28.096>do <00:24:28.186>like <00:24:28.277>to <00:24:28.368>joke <00:24:28.458>that

00:24:28.590 --> 00:24:28.600 align:start position:0%
<00:24:28.590>infrastructure. <00:24:28.591>I <00:24:28.592>do <00:24:28.594>like <00:24:28.596>to <00:24:28.597>joke <00:24:28.599>that

00:24:28.600 --> 00:24:30.310 align:start position:0%
<00:24:28.600>infrastructure. <00:24:28.699>I <00:24:28.800>do <00:24:28.899>like <00:24:29.000>to <00:24:29.100>joke <00:24:29.199>that <00:24:29.300>we're <00:24:29.399>15 <00:24:29.500>years <00:24:29.600>after <00:24:29.699>the <00:24:29.800>last <00:24:29.899>major <00:24:30.000>hype

00:24:30.310 --> 00:24:30.320 align:start position:0%
<00:24:30.310>we're <00:24:30.311>15 <00:24:30.312>years <00:24:30.313>after <00:24:30.315>the <00:24:30.316>last <00:24:30.317>major <00:24:30.319>hype

00:24:30.320 --> 00:24:31.390 align:start position:0%
<00:24:30.320>we're <00:24:30.388>15 <00:24:30.457>years <00:24:30.526>after <00:24:30.595>the <00:24:30.663>last <00:24:30.732>major <00:24:30.801>hype <00:24:30.870>cycle <00:24:30.939>and <00:24:31.007>we're <00:24:31.076>still <00:24:31.145>trying <00:24:31.214>to <00:24:31.283>figure

00:24:31.390 --> 00:24:31.400 align:start position:0%
<00:24:31.390>cycle <00:24:31.391>and <00:24:31.393>we're <00:24:31.394>still <00:24:31.396>trying <00:24:31.397>to <00:24:31.399>figure

00:24:31.400 --> 00:24:33.470 align:start position:0%
<00:24:31.400>cycle <00:24:31.500>and <00:24:31.600>we're <00:24:31.700>still <00:24:31.800>trying <00:24:31.900>to <00:24:32.000>figure <00:24:32.100>out <00:24:32.200>our <00:24:32.300>cloud <00:24:32.400>costs, <00:24:32.500>but <00:24:32.600>this <00:24:32.700>stuff <00:24:32.800>is

00:24:33.470 --> 00:24:33.480 align:start position:0%
<00:24:33.470>out <00:24:33.471>our <00:24:33.472>cloud <00:24:33.473>costs, <00:24:33.475>but <00:24:33.476>this <00:24:33.477>stuff <00:24:33.479>is

00:24:33.480 --> 00:24:35.590 align:start position:0%
<00:24:33.480>out <00:24:33.620>our <00:24:33.760>cloud <00:24:33.900>costs, <00:24:34.040>but <00:24:34.180>this <00:24:34.320>stuff <00:24:34.460>is <00:24:34.600>getting <00:24:34.740>pretty <00:24:34.880>expensive.

00:24:35.590 --> 00:24:35.600 align:start position:0%
<00:24:35.590>getting <00:24:35.594>pretty <00:24:35.599>expensive.

00:24:35.600 --> 00:24:38.710 align:start position:0%
<00:24:35.600>getting <00:24:35.740>pretty <00:24:35.879>expensive. <00:24:36.020>Um <00:24:36.159>and <00:24:36.300>what <00:24:36.439>I <00:24:36.580>mean <00:24:36.719>by <00:24:36.860>AI <00:24:37.000>readiness,

00:24:38.710 --> 00:24:38.720 align:start position:0%
<00:24:38.710>Um <00:24:38.711>and <00:24:38.712>what <00:24:38.713>I <00:24:38.715>mean <00:24:38.716>by <00:24:38.717>AI <00:24:38.719>readiness,

00:24:38.720 --> 00:24:40.070 align:start position:0%
<00:24:38.720>Um <00:24:38.830>and <00:24:38.940>what <00:24:39.051>I <00:24:39.161>mean <00:24:39.272>by <00:24:39.382>AI <00:24:39.493>readiness, <00:24:39.603>organizations <00:24:39.714>are <00:24:39.824>discovering <00:24:39.935>that

00:24:40.070 --> 00:24:40.080 align:start position:0%
<00:24:40.070>organizations <00:24:40.072>are <00:24:40.076>discovering <00:24:40.079>that

00:24:40.080 --> 00:24:41.910 align:start position:0%
<00:24:40.080>organizations <00:24:40.220>are <00:24:40.360>discovering <00:24:40.500>that <00:24:40.639>what's <00:24:40.780>good <00:24:40.919>for <00:24:41.060>human <00:24:41.199>developers <00:24:41.340>is <00:24:41.480>also

00:24:41.910 --> 00:24:41.920 align:start position:0%
<00:24:41.910>what's <00:24:41.911>good <00:24:41.913>for <00:24:41.914>human <00:24:41.916>developers <00:24:41.917>is <00:24:41.919>also

00:24:41.920 --> 00:24:43.790 align:start position:0%
<00:24:41.920>what's <00:24:42.075>good <00:24:42.231>for <00:24:42.386>human <00:24:42.542>developers <00:24:42.697>is <00:24:42.853>also <00:24:43.008>good <00:24:43.164>for <00:24:43.320>LLMs.

00:24:43.790 --> 00:24:43.800 align:start position:0%
<00:24:43.790>good <00:24:43.794>for <00:24:43.799>LLMs.

00:24:43.800 --> 00:24:44.950 align:start position:0%
<00:24:43.800>good <00:24:43.929>for <00:24:44.058>LLMs. <00:24:44.188>Somebody <00:24:44.317>who's <00:24:44.446>been <00:24:44.576>scraping <00:24:44.705>at <00:24:44.835>this

00:24:44.950 --> 00:24:44.960 align:start position:0%
<00:24:44.950>Somebody <00:24:44.951>who's <00:24:44.953>been <00:24:44.955>scraping <00:24:44.957>at <00:24:44.959>this

00:24:44.960 --> 00:24:47.590 align:start position:0%
<00:24:44.960>Somebody <00:24:45.087>who's <00:24:45.214>been <00:24:45.341>scraping <00:24:45.469>at <00:24:45.596>this <00:24:45.723>developer <00:24:45.850>experience <00:24:45.978>uh <00:24:46.105>for <00:24:46.232>for <00:24:46.360>years,

00:24:47.590 --> 00:24:47.600 align:start position:0%
<00:24:47.590>developer <00:24:47.591>experience <00:24:47.593>uh <00:24:47.595>for <00:24:47.597>for <00:24:47.599>years,

00:24:47.600 --> 00:24:48.830 align:start position:0%
<00:24:47.600>developer <00:24:47.679>experience <00:24:47.758>uh <00:24:47.837>for <00:24:47.916>for <00:24:47.995>years, <00:24:48.074>this <00:24:48.153>is <00:24:48.232>a <00:24:48.311>bit <00:24:48.390>of <00:24:48.469>a <00:24:48.548>bitter <00:24:48.627>pill <00:24:48.706>to

00:24:48.830 --> 00:24:48.840 align:start position:0%
<00:24:48.830>this <00:24:48.831>is <00:24:48.832>a <00:24:48.833>bit <00:24:48.834>of <00:24:48.835>a <00:24:48.836>bitter <00:24:48.837>pill <00:24:48.839>to

00:24:48.840 --> 00:24:50.510 align:start position:0%
<00:24:48.840>this <00:24:48.933>is <00:24:49.026>a <00:24:49.120>bit <00:24:49.213>of <00:24:49.306>a <00:24:49.399>bitter <00:24:49.493>pill <00:24:49.586>to <00:24:49.679>swallow <00:24:49.773>that <00:24:49.866>this <00:24:49.959>is <00:24:50.053>finally <00:24:50.146>why <00:24:50.240>we're

00:24:50.510 --> 00:24:50.520 align:start position:0%
<00:24:50.510>swallow <00:24:50.511>that <00:24:50.513>this <00:24:50.514>is <00:24:50.516>finally <00:24:50.517>why <00:24:50.519>we're

00:24:50.520 --> 00:24:52.270 align:start position:0%
<00:24:50.520>swallow <00:24:50.647>that <00:24:50.774>this <00:24:50.901>is <00:24:51.029>finally <00:24:51.156>why <00:24:51.283>we're <00:24:51.410>investing <00:24:51.538>in <00:24:51.665>developer <00:24:51.792>experience, <00:24:51.920>but

00:24:52.270 --> 00:24:52.280 align:start position:0%
<00:24:52.270>investing <00:24:52.272>in <00:24:52.274>developer <00:24:52.276>experience, <00:24:52.279>but

00:24:52.280 --> 00:24:54.310 align:start position:0%
<00:24:52.280>investing <00:24:52.387>in <00:24:52.495>developer <00:24:52.603>experience, <00:24:52.710>but <00:24:52.818>I'll <00:24:52.926>I'll <00:24:53.033>take <00:24:53.141>it, <00:24:53.249>right? <00:24:53.356>Uh <00:24:53.464>what <00:24:53.572>do <00:24:53.680>we

00:24:54.310 --> 00:24:54.320 align:start position:0%
<00:24:54.310>I'll <00:24:54.311>I'll <00:24:54.312>take <00:24:54.313>it, <00:24:54.314>right? <00:24:54.315>Uh <00:24:54.316>what <00:24:54.317>do <00:24:54.319>we

00:24:54.320 --> 00:24:56.910 align:start position:0%
<00:24:54.320>I'll <00:24:54.407>I'll <00:24:54.495>take <00:24:54.582>it, <00:24:54.669>right? <00:24:54.757>Uh <00:24:54.845>what <00:24:54.932>do <00:24:55.020>we <00:24:55.107>really <00:24:55.195>mean <00:24:55.282>by <00:24:55.370>AI <00:24:55.457>readiness? <00:24:55.544>Uh <00:24:55.632>we <00:24:55.720>want

00:24:56.910 --> 00:24:56.920 align:start position:0%
<00:24:56.910>really <00:24:56.911>mean <00:24:56.912>by <00:24:56.913>AI <00:24:56.915>readiness? <00:24:56.916>Uh <00:24:56.917>we <00:24:56.919>want

00:24:56.920 --> 00:24:58.350 align:start position:0%
<00:24:56.920>really <00:24:57.037>mean <00:24:57.154>by <00:24:57.271>AI <00:24:57.388>readiness? <00:24:57.505>Uh <00:24:57.622>we <00:24:57.739>want <00:24:57.856>clear <00:24:57.973>and <00:24:58.090>accurate, <00:24:58.206>well-structured

00:24:58.350 --> 00:24:58.360 align:start position:0%
<00:24:58.350>clear <00:24:58.352>and <00:24:58.356>accurate, <00:24:58.359>well-structured

00:24:58.360 --> 00:25:00.070 align:start position:0%
<00:24:58.360>clear <00:24:58.560>and <00:24:58.760>accurate, <00:24:58.959>well-structured <00:24:59.159>documentation. <00:24:59.360>We <00:24:59.560>want <00:24:59.760>straightforward

00:25:00.070 --> 00:25:00.080 align:start position:0%
<00:25:00.070>documentation. <00:25:00.072>We <00:25:00.076>want <00:25:00.079>straightforward

00:25:00.080 --> 00:25:02.030 align:start position:0%
<00:25:00.080>documentation. <00:25:00.235>We <00:25:00.391>want <00:25:00.546>straightforward <00:25:00.702>relations <00:25:00.857>in <00:25:01.013>our <00:25:01.168>data <00:25:01.324>structures. <00:25:01.480>We

00:25:02.030 --> 00:25:02.040 align:start position:0%
<00:25:02.030>relations <00:25:02.031>in <00:25:02.033>our <00:25:02.035>data <00:25:02.037>structures. <00:25:02.039>We

00:25:02.040 --> 00:25:04.550 align:start position:0%
<00:25:02.040>relations <00:25:02.156>in <00:25:02.273>our <00:25:02.389>data <00:25:02.506>structures. <00:25:02.623>We <00:25:02.740>want <00:25:02.856>manageable <00:25:02.973>modular <00:25:03.090>code <00:25:03.206>and <00:25:03.323>fast <00:25:03.440>CI

00:25:04.550 --> 00:25:04.560 align:start position:0%
<00:25:04.550>want <00:25:04.551>manageable <00:25:04.553>modular <00:25:04.554>code <00:25:04.556>and <00:25:04.557>fast <00:25:04.559>CI

00:25:04.560 --> 00:25:06.710 align:start position:0%
<00:25:04.560>want <00:25:04.659>manageable <00:25:04.760>modular <00:25:04.860>code <00:25:04.960>and <00:25:05.060>fast <00:25:05.159>CI <00:25:05.260>and <00:25:05.360>non-flaky <00:25:05.460>test <00:25:05.560>suites. <00:25:05.659>But <00:25:05.760>if <00:25:05.860>any <00:25:05.960>of

00:25:06.710 --> 00:25:06.720 align:start position:0%
<00:25:06.710>and <00:25:06.711>non-flaky <00:25:06.712>test <00:25:06.713>suites. <00:25:06.715>But <00:25:06.716>if <00:25:06.717>any <00:25:06.719>of

00:25:06.720 --> 00:25:08.710 align:start position:0%
<00:25:06.720>and <00:25:06.827>non-flaky <00:25:06.935>test <00:25:07.043>suites. <00:25:07.150>But <00:25:07.258>if <00:25:07.366>any <00:25:07.473>of <00:25:07.581>this <00:25:07.689>sounds <00:25:07.796>familiar, <00:25:07.904>it <00:25:08.012>really <00:25:08.120>should.

00:25:08.710 --> 00:25:08.720 align:start position:0%
<00:25:08.710>this <00:25:08.711>sounds <00:25:08.713>familiar, <00:25:08.715>it <00:25:08.717>really <00:25:08.719>should.

00:25:08.720 --> 00:25:10.790 align:start position:0%
<00:25:08.720>this <00:25:08.827>sounds <00:25:08.935>familiar, <00:25:09.043>it <00:25:09.150>really <00:25:09.258>should. <00:25:09.366>We <00:25:09.473>just <00:25:09.581>used <00:25:09.689>to <00:25:09.796>call <00:25:09.904>this <00:25:10.012>good <00:25:10.120>developer

00:25:10.790 --> 00:25:10.800 align:start position:0%
<00:25:10.790>We <00:25:10.791>just <00:25:10.792>used <00:25:10.793>to <00:25:10.795>call <00:25:10.796>this <00:25:10.797>good <00:25:10.799>developer

00:25:10.800 --> 00:25:13.030 align:start position:0%
<00:25:10.800>We <00:25:10.916>just <00:25:11.033>used <00:25:11.149>to <00:25:11.266>call <00:25:11.383>this <00:25:11.500>good <00:25:11.616>developer <00:25:11.733>experience, <00:25:11.850>right? <00:25:11.966>But <00:25:12.083>again, <00:25:12.200>what's

00:25:13.030 --> 00:25:13.040 align:start position:0%
<00:25:13.030>experience, <00:25:13.032>right? <00:25:13.034>But <00:25:13.036>again, <00:25:13.039>what's

00:25:13.040 --> 00:25:15.150 align:start position:0%
<00:25:13.040>experience, <00:25:13.156>right? <00:25:13.273>But <00:25:13.389>again, <00:25:13.506>what's <00:25:13.623>good <00:25:13.740>for <00:25:13.856>humans <00:25:13.973>is <00:25:14.090>good <00:25:14.206>for <00:25:14.323>agents. <00:25:14.440>Now,

00:25:15.150 --> 00:25:15.160 align:start position:0%
<00:25:15.150>good <00:25:15.151>for <00:25:15.152>humans <00:25:15.153>is <00:25:15.155>good <00:25:15.156>for <00:25:15.157>agents. <00:25:15.159>Now,

00:25:15.160 --> 00:25:16.430 align:start position:0%
<00:25:15.160>good <00:25:15.236>for <00:25:15.312>humans <00:25:15.388>is <00:25:15.464>good <00:25:15.541>for <00:25:15.617>agents. <00:25:15.693>Now, <00:25:15.769>of <00:25:15.845>course, <00:25:15.922>we <00:25:15.998>will <00:25:16.074>need <00:25:16.150>to <00:25:16.226>measure <00:25:16.303>this

00:25:16.430 --> 00:25:16.440 align:start position:0%
<00:25:16.430>of <00:25:16.431>course, <00:25:16.432>we <00:25:16.433>will <00:25:16.435>need <00:25:16.436>to <00:25:16.437>measure <00:25:16.439>this

00:25:16.440 --> 00:25:17.790 align:start position:0%
<00:25:16.440>of <00:25:16.533>course, <00:25:16.626>we <00:25:16.720>will <00:25:16.813>need <00:25:16.907>to <00:25:17.000>measure <00:25:17.094>this <00:25:17.187>because <00:25:17.281>this <00:25:17.374>is <00:25:17.468>the <00:25:17.561>question <00:25:17.655>that

00:25:17.790 --> 00:25:17.800 align:start position:0%
<00:25:17.790>because <00:25:17.791>this <00:25:17.793>is <00:25:17.795>the <00:25:17.797>question <00:25:17.799>that

00:25:17.800 --> 00:25:19.350 align:start position:0%
<00:25:17.800>because <00:25:17.916>this <00:25:18.032>is <00:25:18.148>the <00:25:18.264>question <00:25:18.381>that <00:25:18.497>everyone's <00:25:18.613>going <00:25:18.730>to <00:25:18.846>get <00:25:18.962>asked <00:25:19.078>this <00:25:19.195>year.

00:25:19.350 --> 00:25:19.360 align:start position:0%
<00:25:19.350>everyone's <00:25:19.351>going <00:25:19.352>to <00:25:19.354>get <00:25:19.356>asked <00:25:19.357>this <00:25:19.359>year.

00:25:19.360 --> 00:25:20.870 align:start position:0%
<00:25:19.360>everyone's <00:25:19.464>going <00:25:19.569>to <00:25:19.673>get <00:25:19.778>asked <00:25:19.882>this <00:25:19.987>year. <00:25:20.091>We <00:25:20.196>spent <00:25:20.300>10 <00:25:20.405>million <00:25:20.509>on <00:25:20.614>tokens, <00:25:20.718>where's

00:25:20.870 --> 00:25:20.880 align:start position:0%
<00:25:20.870>We <00:25:20.871>spent <00:25:20.873>10 <00:25:20.874>million <00:25:20.876>on <00:25:20.877>tokens, <00:25:20.879>where's

00:25:20.880 --> 00:25:23.430 align:start position:0%
<00:25:20.880>We <00:25:20.980>spent <00:25:21.080>10 <00:25:21.180>million <00:25:21.280>on <00:25:21.380>tokens, <00:25:21.480>where's <00:25:21.580>our <00:25:21.680>10x <00:25:21.780>productivity? <00:25:21.880>And <00:25:21.980>we <00:25:22.080>can <00:25:22.180>look <00:25:22.280>at

00:25:23.430 --> 00:25:23.440 align:start position:0%
<00:25:23.430>our <00:25:23.431>10x <00:25:23.432>productivity? <00:25:23.433>And <00:25:23.435>we <00:25:23.436>can <00:25:23.437>look <00:25:23.439>at

00:25:23.440 --> 00:25:25.470 align:start position:0%
<00:25:23.440>our <00:25:23.540>10x <00:25:23.640>productivity? <00:25:23.740>And <00:25:23.840>we <00:25:23.940>can <00:25:24.040>look <00:25:24.140>at <00:25:24.240>a <00:25:24.340>number <00:25:24.440>of <00:25:24.540>different <00:25:24.640>types <00:25:24.740>of <00:25:24.840>metrics.

00:25:25.470 --> 00:25:25.480 align:start position:0%
<00:25:25.470>a <00:25:25.471>number <00:25:25.473>of <00:25:25.474>different <00:25:25.476>types <00:25:25.477>of <00:25:25.479>metrics.

00:25:25.480 --> 00:25:26.910 align:start position:0%
<00:25:25.480>a <00:25:25.579>number <00:25:25.678>of <00:25:25.777>different <00:25:25.876>types <00:25:25.975>of <00:25:26.074>metrics. <00:25:26.173>We <00:25:26.272>have <00:25:26.371>our <00:25:26.470>telemetry <00:25:26.569>metrics <00:25:26.668>coming <00:25:26.767>out

00:25:26.910 --> 00:25:26.920 align:start position:0%
<00:25:26.910>We <00:25:26.911>have <00:25:26.913>our <00:25:26.914>telemetry <00:25:26.916>metrics <00:25:26.917>coming <00:25:26.919>out

00:25:26.920 --> 00:25:29.270 align:start position:0%
<00:25:26.920>We <00:25:27.020>have <00:25:27.120>our <00:25:27.220>telemetry <00:25:27.320>metrics <00:25:27.420>coming <00:25:27.520>out <00:25:27.620>of <00:25:27.720>the <00:25:27.820>API. <00:25:27.920>This <00:25:28.020>helps <00:25:28.120>us <00:25:28.220>to <00:25:28.320>understand

00:25:29.270 --> 00:25:29.280 align:start position:0%
<00:25:29.270>of <00:25:29.271>the <00:25:29.272>API. <00:25:29.273>This <00:25:29.275>helps <00:25:29.276>us <00:25:29.277>to <00:25:29.279>understand

00:25:29.280 --> 00:25:30.990 align:start position:0%
<00:25:29.280>of <00:25:29.387>the <00:25:29.495>API. <00:25:29.603>This <00:25:29.710>helps <00:25:29.818>us <00:25:29.926>to <00:25:30.033>understand <00:25:30.141>utilization <00:25:30.249>of <00:25:30.356>the <00:25:30.464>technology <00:25:30.572>within <00:25:30.680>the

00:25:30.990 --> 00:25:31.000 align:start position:0%
<00:25:30.990>utilization <00:25:30.991>of <00:25:30.993>the <00:25:30.995>technology <00:25:30.997>within <00:25:30.999>the

00:25:31.000 --> 00:25:32.830 align:start position:0%
<00:25:31.000>utilization <00:25:31.116>of <00:25:31.233>the <00:25:31.350>technology <00:25:31.466>within <00:25:31.583>the <00:25:31.700>organization, <00:25:31.816>but <00:25:31.933>on <00:25:32.050>its <00:25:32.166>own, <00:25:32.283>it <00:25:32.400>doesn't

00:25:32.830 --> 00:25:32.840 align:start position:0%
<00:25:32.830>organization, <00:25:32.831>but <00:25:32.832>on <00:25:32.834>its <00:25:32.836>own, <00:25:32.837>it <00:25:32.839>doesn't

00:25:32.840 --> 00:25:34.710 align:start position:0%
<00:25:32.840>organization, <00:25:32.939>but <00:25:33.040>on <00:25:33.139>its <00:25:33.240>own, <00:25:33.340>it <00:25:33.439>doesn't <00:25:33.540>really <00:25:33.639>tell <00:25:33.740>us <00:25:33.840>much. <00:25:33.939>We <00:25:34.040>need <00:25:34.139>to <00:25:34.240>combine

00:25:34.710 --> 00:25:34.720 align:start position:0%
<00:25:34.710>really <00:25:34.711>tell <00:25:34.712>us <00:25:34.713>much. <00:25:34.715>We <00:25:34.716>need <00:25:34.717>to <00:25:34.719>combine

00:25:34.720 --> 00:25:36.830 align:start position:0%
<00:25:34.720>really <00:25:34.827>tell <00:25:34.935>us <00:25:35.043>much. <00:25:35.150>We <00:25:35.258>need <00:25:35.366>to <00:25:35.473>combine <00:25:35.581>this <00:25:35.689>data <00:25:35.796>with <00:25:35.904>experience <00:25:36.012>sampling. <00:25:36.120>So,

00:25:36.830 --> 00:25:36.840 align:start position:0%
<00:25:36.830>this <00:25:36.831>data <00:25:36.833>with <00:25:36.835>experience <00:25:36.837>sampling. <00:25:36.839>So,

00:25:36.840 --> 00:25:38.870 align:start position:0%
<00:25:36.840>this <00:25:36.980>data <00:25:37.120>with <00:25:37.260>experience <00:25:37.399>sampling. <00:25:37.540>So, <00:25:37.679>understanding <00:25:37.820>mid-workflow, <00:25:37.959>how <00:25:38.100>is <00:25:38.240>the

00:25:38.870 --> 00:25:38.880 align:start position:0%
<00:25:38.870>understanding <00:25:38.872>mid-workflow, <00:25:38.874>how <00:25:38.876>is <00:25:38.879>the

00:25:38.880 --> 00:25:40.750 align:start position:0%
<00:25:38.880>understanding <00:25:39.035>mid-workflow, <00:25:39.191>how <00:25:39.346>is <00:25:39.502>the <00:25:39.657>developer <00:25:39.813>satisfaction <00:25:39.968>with <00:25:40.124>these <00:25:40.280>tools?

00:25:40.750 --> 00:25:40.760 align:start position:0%
<00:25:40.750>developer <00:25:40.752>satisfaction <00:25:40.754>with <00:25:40.756>these <00:25:40.759>tools?

00:25:40.760 --> 00:25:42.150 align:start position:0%
<00:25:40.760>developer <00:25:40.873>satisfaction <00:25:40.987>with <00:25:41.101>these <00:25:41.214>tools? <00:25:41.328>Do <00:25:41.442>we <00:25:41.556>actually <00:25:41.669>feel <00:25:41.783>like <00:25:41.897>we're <00:25:42.011>saving

00:25:42.150 --> 00:25:42.160 align:start position:0%
<00:25:42.150>Do <00:25:42.151>we <00:25:42.153>actually <00:25:42.154>feel <00:25:42.156>like <00:25:42.157>we're <00:25:42.159>saving

00:25:42.160 --> 00:25:43.790 align:start position:0%
<00:25:42.160>Do <00:25:42.276>we <00:25:42.393>actually <00:25:42.510>feel <00:25:42.626>like <00:25:42.743>we're <00:25:42.860>saving <00:25:42.976>time <00:25:43.093>and <00:25:43.210>being <00:25:43.326>more <00:25:43.443>productive? <00:25:43.560>And

00:25:43.790 --> 00:25:43.800 align:start position:0%
<00:25:43.790>time <00:25:43.791>and <00:25:43.793>being <00:25:43.795>more <00:25:43.797>productive? <00:25:43.799>And

00:25:43.800 --> 00:25:45.270 align:start position:0%
<00:25:43.800>time <00:25:43.932>and <00:25:44.064>being <00:25:44.196>more <00:25:44.329>productive? <00:25:44.461>And <00:25:44.593>then, <00:25:44.726>of <00:25:44.858>course, <00:25:44.990>self-reported <00:25:45.123>data,

00:25:45.270 --> 00:25:45.280 align:start position:0%
<00:25:45.270>then, <00:25:45.272>of <00:25:45.274>course, <00:25:45.276>self-reported <00:25:45.279>data,

00:25:45.280 --> 00:25:47.630 align:start position:0%
<00:25:45.280>then, <00:25:45.455>of <00:25:45.629>course, <00:25:45.805>self-reported <00:25:45.980>data, <00:25:46.155>high-fidelity <00:25:46.330>self-reported <00:25:46.504>data. <00:25:46.680>Half

00:25:47.630 --> 00:25:47.640 align:start position:0%
<00:25:47.630>high-fidelity <00:25:47.633>self-reported <00:25:47.636>data. <00:25:47.639>Half

00:25:47.640 --> 00:25:50.110 align:start position:0%
<00:25:47.640>high-fidelity <00:25:47.795>self-reported <00:25:47.951>data. <00:25:48.106>Half <00:25:48.262>of <00:25:48.417>our <00:25:48.573>customers <00:25:48.728>get <00:25:48.884>100% <00:25:49.040>participation

00:25:50.110 --> 00:25:50.120 align:start position:0%
<00:25:50.110>of <00:25:50.111>our <00:25:50.113>customers <00:25:50.115>get <00:25:50.117>100% <00:25:50.119>participation

00:25:50.120 --> 00:25:52.630 align:start position:0%
<00:25:50.120>of <00:25:50.236>our <00:25:50.353>customers <00:25:50.469>get <00:25:50.586>100% <00:25:50.703>participation <00:25:50.820>rates <00:25:50.936>in <00:25:51.053>their <00:25:51.169>surveys <00:25:51.286>that <00:25:51.403>they <00:25:51.520>take

00:25:52.630 --> 00:25:52.640 align:start position:0%
<00:25:52.630>rates <00:25:52.631>in <00:25:52.633>their <00:25:52.634>surveys <00:25:52.636>that <00:25:52.637>they <00:25:52.639>take

00:25:52.640 --> 00:25:53.950 align:start position:0%
<00:25:52.640>rates <00:25:52.808>in <00:25:52.976>their <00:25:53.145>surveys <00:25:53.313>that <00:25:53.482>they <00:25:53.650>take <00:25:53.819>internally.

00:25:53.950 --> 00:25:53.960 align:start position:0%
internally.

00:25:53.960 --> 00:25:55.430 align:start position:0%
<00:25:53.960>internally. <00:25:54.180>These <00:25:54.401>AI <00:25:54.621>metrics, <00:25:54.842>like <00:25:55.062>our <00:25:55.283>telemetry

00:25:55.430 --> 00:25:55.440 align:start position:0%
<00:25:55.430>These <00:25:55.431>AI <00:25:55.433>metrics, <00:25:55.435>like <00:25:55.437>our <00:25:55.439>telemetry

00:25:55.440 --> 00:25:56.870 align:start position:0%
<00:25:55.440>These <00:25:55.557>AI <00:25:55.674>metrics, <00:25:55.791>like <00:25:55.908>our <00:25:56.025>telemetry <00:25:56.142>metrics, <00:25:56.259>will <00:25:56.376>tell <00:25:56.493>us <00:25:56.610>what's <00:25:56.726>happening

00:25:56.870 --> 00:25:56.880 align:start position:0%
<00:25:56.870>metrics, <00:25:56.871>will <00:25:56.873>tell <00:25:56.875>us <00:25:56.877>what's <00:25:56.879>happening

00:25:56.880 --> 00:25:58.750 align:start position:0%
<00:25:56.880>metrics, <00:25:56.996>will <00:25:57.113>tell <00:25:57.230>us <00:25:57.346>what's <00:25:57.463>happening <00:25:57.580>with <00:25:57.696>this <00:25:57.813>technology, <00:25:57.930>but <00:25:58.046>what <00:25:58.163>we <00:25:58.280>really

00:25:58.750 --> 00:25:58.760 align:start position:0%
<00:25:58.750>with <00:25:58.751>this <00:25:58.753>technology, <00:25:58.754>but <00:25:58.756>what <00:25:58.757>we <00:25:58.759>really

00:25:58.760 --> 00:26:00.750 align:start position:0%
<00:25:58.760>with <00:25:58.860>this <00:25:58.960>technology, <00:25:59.060>but <00:25:59.160>what <00:25:59.260>we <00:25:59.360>really <00:25:59.460>want <00:25:59.560>to <00:25:59.660>understand <00:25:59.760>is <00:25:59.860>how <00:25:59.960>this <00:26:00.060>moves <00:26:00.160>our

00:26:00.750 --> 00:26:00.760 align:start position:0%
<00:26:00.750>want <00:26:00.751>to <00:26:00.752>understand <00:26:00.753>is <00:26:00.755>how <00:26:00.756>this <00:26:00.757>moves <00:26:00.759>our

00:26:00.760 --> 00:26:02.990 align:start position:0%
<00:26:00.760>want <00:26:00.860>to <00:26:00.960>understand <00:26:01.060>is <00:26:01.160>how <00:26:01.260>this <00:26:01.360>moves <00:26:01.460>our <00:26:01.560>core <00:26:01.660>metrics. <00:26:01.760>Cuz <00:26:01.860>that <00:26:01.960>tells <00:26:02.060>us <00:26:02.160>whether

00:26:02.990 --> 00:26:03.000 align:start position:0%
<00:26:02.990>core <00:26:02.991>metrics. <00:26:02.993>Cuz <00:26:02.994>that <00:26:02.996>tells <00:26:02.997>us <00:26:02.999>whether

00:26:03.000 --> 00:26:04.470 align:start position:0%
<00:26:03.000>core <00:26:03.110>metrics. <00:26:03.220>Cuz <00:26:03.330>that <00:26:03.441>tells <00:26:03.551>us <00:26:03.661>whether <00:26:03.771>or <00:26:03.882>not <00:26:03.992>these <00:26:04.102>investments <00:26:04.212>are <00:26:04.323>actually

00:26:04.470 --> 00:26:04.480 align:start position:0%
<00:26:04.470>or <00:26:04.471>not <00:26:04.473>these <00:26:04.475>investments <00:26:04.477>are <00:26:04.479>actually

00:26:04.480 --> 00:26:06.630 align:start position:0%
<00:26:04.480>or <00:26:04.596>not <00:26:04.713>these <00:26:04.830>investments <00:26:04.946>are <00:26:05.063>actually <00:26:05.180>working. <00:26:05.296>And <00:26:05.413>so, <00:26:05.530>we <00:26:05.646>can <00:26:05.763>correlate <00:26:05.880>things

00:26:06.630 --> 00:26:06.640 align:start position:0%
<00:26:06.630>working. <00:26:06.631>And <00:26:06.633>so, <00:26:06.634>we <00:26:06.636>can <00:26:06.637>correlate <00:26:06.639>things

00:26:06.640 --> 00:26:08.030 align:start position:0%
<00:26:06.640>working. <00:26:06.736>And <00:26:06.832>so, <00:26:06.928>we <00:26:07.024>can <00:26:07.121>correlate <00:26:07.217>things <00:26:07.313>this <00:26:07.409>way. <00:26:07.506>Like, <00:26:07.602>these <00:26:07.698>are <00:26:07.794>two <00:26:07.891>separate

00:26:08.030 --> 00:26:08.040 align:start position:0%
<00:26:08.030>this <00:26:08.031>way. <00:26:08.033>Like, <00:26:08.034>these <00:26:08.036>are <00:26:08.037>two <00:26:08.039>separate

00:26:08.040 --> 00:26:10.190 align:start position:0%
<00:26:08.040>this <00:26:08.139>way. <00:26:08.240>Like, <00:26:08.340>these <00:26:08.440>are <00:26:08.540>two <00:26:08.639>separate <00:26:08.740>cohorts. <00:26:08.840>We <00:26:08.940>might <00:26:09.040>look <00:26:09.139>at <00:26:09.240>daily <00:26:09.340>users <00:26:09.440>of

00:26:10.190 --> 00:26:10.200 align:start position:0%
<00:26:10.190>cohorts. <00:26:10.191>We <00:26:10.192>might <00:26:10.193>look <00:26:10.195>at <00:26:10.196>daily <00:26:10.197>users <00:26:10.199>of

00:26:10.200 --> 00:26:12.550 align:start position:0%
<00:26:10.200>cohorts. <00:26:10.300>We <00:26:10.400>might <00:26:10.500>look <00:26:10.600>at <00:26:10.700>daily <00:26:10.800>users <00:26:10.900>of <00:26:11.000>Claude <00:26:11.100>versus <00:26:11.200>daily <00:26:11.300>users <00:26:11.400>of <00:26:11.500>Cursor <00:26:11.600>and

00:26:12.550 --> 00:26:12.560 align:start position:0%
<00:26:12.550>Claude <00:26:12.551>versus <00:26:12.553>daily <00:26:12.554>users <00:26:12.556>of <00:26:12.557>Cursor <00:26:12.559>and

00:26:12.560 --> 00:26:14.110 align:start position:0%
<00:26:12.560>Claude <00:26:12.667>versus <00:26:12.774>daily <00:26:12.881>users <00:26:12.989>of <00:26:13.096>Cursor <00:26:13.203>and <00:26:13.311>see <00:26:13.418>how <00:26:13.525>that <00:26:13.633>impacts <00:26:13.740>their <00:26:13.847>PR <00:26:13.955>size,

00:26:14.110 --> 00:26:14.120 align:start position:0%
<00:26:14.110>see <00:26:14.111>how <00:26:14.112>that <00:26:14.114>impacts <00:26:14.116>their <00:26:14.117>PR <00:26:14.119>size,

00:26:14.120 --> 00:26:15.350 align:start position:0%
<00:26:14.120>see <00:26:14.205>how <00:26:14.290>that <00:26:14.375>impacts <00:26:14.460>their <00:26:14.545>PR <00:26:14.630>size, <00:26:14.716>which, <00:26:14.801>by <00:26:14.886>the <00:26:14.971>way, <00:26:15.056>has <00:26:15.141>doubled <00:26:15.226>on

00:26:15.350 --> 00:26:15.360 align:start position:0%
<00:26:15.350>which, <00:26:15.351>by <00:26:15.352>the <00:26:15.354>way, <00:26:15.356>has <00:26:15.357>doubled <00:26:15.359>on

00:26:15.360 --> 00:26:17.710 align:start position:0%
<00:26:15.360>which, <00:26:15.467>by <00:26:15.575>the <00:26:15.683>way, <00:26:15.790>has <00:26:15.898>doubled <00:26:16.006>on <00:26:16.113>average <00:26:16.221>almost <00:26:16.329>in <00:26:16.436>the <00:26:16.544>last <00:26:16.652>16 <00:26:16.760>months.

00:26:17.710 --> 00:26:17.720 align:start position:0%
<00:26:17.710>average <00:26:17.711>almost <00:26:17.713>in <00:26:17.714>the <00:26:17.716>last <00:26:17.717>16 <00:26:17.719>months.

00:26:17.720 --> 00:26:19.110 align:start position:0%
<00:26:17.720>average <00:26:17.833>almost <00:26:17.947>in <00:26:18.061>the <00:26:18.174>last <00:26:18.288>16 <00:26:18.402>months. <00:26:18.516>Review <00:26:18.629>pushback <00:26:18.743>and <00:26:18.857>and <00:26:18.971>other

00:26:19.110 --> 00:26:19.120 align:start position:0%
<00:26:19.110>Review <00:26:19.112>pushback <00:26:19.114>and <00:26:19.116>and <00:26:19.119>other

00:26:19.120 --> 00:26:21.150 align:start position:0%
<00:26:19.120>Review <00:26:19.260>pushback <00:26:19.399>and <00:26:19.540>and <00:26:19.679>other <00:26:19.820>productivity <00:26:19.959>metrics. <00:26:20.100>And <00:26:20.239>so, <00:26:20.379>this <00:26:20.520>is

00:26:21.150 --> 00:26:21.160 align:start position:0%
<00:26:21.150>productivity <00:26:21.151>metrics. <00:26:21.153>And <00:26:21.155>so, <00:26:21.157>this <00:26:21.159>is

00:26:21.160 --> 00:26:23.030 align:start position:0%
<00:26:21.160>productivity <00:26:21.287>metrics. <00:26:21.414>And <00:26:21.541>so, <00:26:21.669>this <00:26:21.796>is <00:26:21.923>what <00:26:22.050>our <00:26:22.178>core <00:26:22.305>DX <00:26:22.432>AI <00:26:22.560>measurement

00:26:23.030 --> 00:26:23.040 align:start position:0%
<00:26:23.030>what <00:26:23.031>our <00:26:23.033>core <00:26:23.035>DX <00:26:23.037>AI <00:26:23.039>measurement

00:26:23.040 --> 00:26:24.550 align:start position:0%
<00:26:23.040>what <00:26:23.153>our <00:26:23.266>core <00:26:23.379>DX <00:26:23.493>AI <00:26:23.606>measurement <00:26:23.719>framework <00:26:23.832>then <00:26:23.946>looks <00:26:24.059>like. <00:26:24.172>We <00:26:24.285>go <00:26:24.399>across

00:26:24.550 --> 00:26:24.560 align:start position:0%
<00:26:24.550>framework <00:26:24.551>then <00:26:24.553>looks <00:26:24.554>like. <00:26:24.556>We <00:26:24.557>go <00:26:24.559>across

00:26:24.560 --> 00:26:26.710 align:start position:0%
<00:26:24.560>framework <00:26:24.676>then <00:26:24.793>looks <00:26:24.909>like. <00:26:25.026>We <00:26:25.143>go <00:26:25.260>across <00:26:25.376>these <00:26:25.493>three <00:26:25.610>dimensions, <00:26:25.726>so <00:26:25.843>similar <00:26:25.960>to

00:26:26.710 --> 00:26:26.720 align:start position:0%
<00:26:26.710>these <00:26:26.711>three <00:26:26.713>dimensions, <00:26:26.715>so <00:26:26.717>similar <00:26:26.719>to

00:26:26.720 --> 00:26:28.710 align:start position:0%
<00:26:26.720>these <00:26:26.875>three <00:26:27.031>dimensions, <00:26:27.186>so <00:26:27.342>similar <00:26:27.497>to <00:26:27.653>space <00:26:27.808>framework, <00:26:27.964>of <00:26:28.120>utilization,

00:26:28.710 --> 00:26:28.720 align:start position:0%
<00:26:28.710>space <00:26:28.713>framework, <00:26:28.716>of <00:26:28.719>utilization,

00:26:28.720 --> 00:26:30.910 align:start position:0%
<00:26:28.720>space <00:26:28.847>framework, <00:26:28.974>of <00:26:29.101>utilization, <00:26:29.229>impacts, <00:26:29.356>and <00:26:29.483>cost. <00:26:29.610>And <00:26:29.738>you <00:26:29.865>can <00:26:29.992>think <00:26:30.120>of

00:26:30.910 --> 00:26:30.920 align:start position:0%
<00:26:30.910>impacts, <00:26:30.911>and <00:26:30.912>cost. <00:26:30.913>And <00:26:30.915>you <00:26:30.916>can <00:26:30.917>think <00:26:30.919>of

00:26:30.920 --> 00:26:32.470 align:start position:0%
<00:26:30.920>impacts, <00:26:31.007>and <00:26:31.094>cost. <00:26:31.181>And <00:26:31.268>you <00:26:31.355>can <00:26:31.443>think <00:26:31.530>of <00:26:31.617>this <00:26:31.704>as <00:26:31.791>a <00:26:31.879>bit <00:26:31.966>of <00:26:32.053>a <00:26:32.140>maturity <00:26:32.227>curve <00:26:32.315>as

00:26:32.470 --> 00:26:32.480 align:start position:0%
<00:26:32.470>this <00:26:32.471>as <00:26:32.472>a <00:26:32.473>bit <00:26:32.474>of <00:26:32.475>a <00:26:32.476>maturity <00:26:32.477>curve <00:26:32.479>as

00:26:32.480 --> 00:26:33.990 align:start position:0%
<00:26:32.480>this <00:26:32.577>as <00:26:32.674>a <00:26:32.771>bit <00:26:32.868>of <00:26:32.965>a <00:26:33.062>maturity <00:26:33.159>curve <00:26:33.256>as <00:26:33.353>well. <00:26:33.450>Most <00:26:33.547>organizations <00:26:33.644>start <00:26:33.741>on <00:26:33.839>the

00:26:33.990 --> 00:26:34.000 align:start position:0%
<00:26:33.990>well. <00:26:33.991>Most <00:26:33.993>organizations <00:26:33.995>start <00:26:33.997>on <00:26:33.999>the

00:26:34.000 --> 00:26:37.470 align:start position:0%
<00:26:34.000>well. <00:26:34.116>Most <00:26:34.233>organizations <00:26:34.350>start <00:26:34.466>on <00:26:34.583>the <00:26:34.700>left <00:26:34.816>with <00:26:34.933>utilization <00:26:35.050>and <00:26:35.166>then <00:26:35.283>move <00:26:35.400>into

00:26:37.470 --> 00:26:37.480 align:start position:0%
<00:26:37.470>left <00:26:37.471>with <00:26:37.473>utilization <00:26:37.474>and <00:26:37.476>then <00:26:37.477>move <00:26:37.479>into

00:26:37.480 --> 00:26:39.110 align:start position:0%
<00:26:37.480>left <00:26:37.620>with <00:26:37.760>utilization <00:26:37.900>and <00:26:38.040>then <00:26:38.180>move <00:26:38.320>into <00:26:38.460>taking <00:26:38.600>those <00:26:38.740>utilization <00:26:38.880>cohorts,

00:26:39.110 --> 00:26:39.120 align:start position:0%
<00:26:39.110>taking <00:26:39.112>those <00:26:39.116>utilization <00:26:39.119>cohorts,

00:26:39.120 --> 00:26:40.470 align:start position:0%
<00:26:39.120>taking <00:26:39.254>those <00:26:39.389>utilization <00:26:39.524>cohorts, <00:26:39.659>figuring <00:26:39.795>out <00:26:39.930>how <00:26:40.065>those <00:26:40.200>cohorts <00:26:40.335>are

00:26:40.470 --> 00:26:40.480 align:start position:0%
<00:26:40.470>figuring <00:26:40.471>out <00:26:40.473>how <00:26:40.475>those <00:26:40.477>cohorts <00:26:40.479>are

00:26:40.480 --> 00:26:42.230 align:start position:0%
<00:26:40.480>figuring <00:26:40.607>out <00:26:40.734>how <00:26:40.861>those <00:26:40.989>cohorts <00:26:41.116>are <00:26:41.243>impacting <00:26:41.370>our <00:26:41.498>core <00:26:41.625>metrics, <00:26:41.752>and <00:26:41.880>then

00:26:42.230 --> 00:26:42.240 align:start position:0%
<00:26:42.230>impacting <00:26:42.231>our <00:26:42.233>core <00:26:42.235>metrics, <00:26:42.237>and <00:26:42.239>then

00:26:42.240 --> 00:26:44.510 align:start position:0%
<00:26:42.240>impacting <00:26:42.367>our <00:26:42.494>core <00:26:42.621>metrics, <00:26:42.749>and <00:26:42.876>then <00:26:43.003>finally, <00:26:43.130>yes, <00:26:43.258>cost, <00:26:43.385>although <00:26:43.512>cloud. <00:26:43.640>So,

00:26:44.510 --> 00:26:44.520 align:start position:0%
<00:26:44.510>finally, <00:26:44.511>yes, <00:26:44.513>cost, <00:26:44.515>although <00:26:44.517>cloud. <00:26:44.519>So,

00:26:44.520 --> 00:26:46.270 align:start position:0%
<00:26:44.520>finally, <00:26:44.647>yes, <00:26:44.774>cost, <00:26:44.901>although <00:26:45.029>cloud. <00:26:45.156>So, <00:26:45.283>look, <00:26:45.410>ultimately, <00:26:45.538>knowing <00:26:45.665>how <00:26:45.792>to <00:26:45.920>measure

00:26:46.270 --> 00:26:46.280 align:start position:0%
<00:26:46.270>look, <00:26:46.271>ultimately, <00:26:46.273>knowing <00:26:46.275>how <00:26:46.277>to <00:26:46.279>measure

00:26:46.280 --> 00:26:48.990 align:start position:0%
<00:26:46.280>look, <00:26:46.407>ultimately, <00:26:46.534>knowing <00:26:46.661>how <00:26:46.789>to <00:26:46.916>measure <00:26:47.043>productivity <00:26:47.170>or <00:26:47.298>even <00:26:47.425>defining <00:26:47.552>it <00:26:47.680>has

00:26:48.990 --> 00:26:49.000 align:start position:0%
<00:26:48.990>productivity <00:26:48.991>or <00:26:48.993>even <00:26:48.995>defining <00:26:48.997>it <00:26:48.999>has

00:26:49.000 --> 00:26:50.470 align:start position:0%
<00:26:49.000>productivity <00:26:49.120>or <00:26:49.240>even <00:26:49.360>defining <00:26:49.481>it <00:26:49.601>has <00:26:49.721>always <00:26:49.841>been <00:26:49.962>an <00:26:50.082>elusive <00:26:50.202>problem. <00:26:50.323>We

00:26:50.470 --> 00:26:50.480 align:start position:0%
<00:26:50.470>always <00:26:50.471>been <00:26:50.473>an <00:26:50.475>elusive <00:26:50.477>problem. <00:26:50.479>We

00:26:50.480 --> 00:26:52.990 align:start position:0%
<00:26:50.480>always <00:26:50.596>been <00:26:50.713>an <00:26:50.830>elusive <00:26:50.946>problem. <00:26:51.063>We <00:26:51.180>didn't <00:26:51.296>solve <00:26:51.413>this <00:26:51.530>problem <00:26:51.646>before <00:26:51.763>AI <00:26:51.880>came

00:26:52.990 --> 00:26:53.000 align:start position:0%
<00:26:52.990>didn't <00:26:52.991>solve <00:26:52.993>this <00:26:52.994>problem <00:26:52.996>before <00:26:52.997>AI <00:26:52.999>came

00:26:53.000 --> 00:26:54.270 align:start position:0%
<00:26:53.000>didn't <00:26:53.103>solve <00:26:53.207>this <00:26:53.311>problem <00:26:53.415>before <00:26:53.519>AI <00:26:53.623>came <00:26:53.727>along <00:26:53.831>and <00:26:53.935>threw <00:26:54.039>accelerant <00:26:54.143>on

00:26:54.270 --> 00:26:54.280 align:start position:0%
<00:26:54.270>along <00:26:54.272>and <00:26:54.274>threw <00:26:54.276>accelerant <00:26:54.279>on

00:26:54.280 --> 00:26:56.230 align:start position:0%
<00:26:54.280>along <00:26:54.407>and <00:26:54.534>threw <00:26:54.661>accelerant <00:26:54.789>on <00:26:54.916>everything. <00:26:55.043>Uh <00:26:55.170>but <00:26:55.298>we <00:26:55.425>have <00:26:55.552>figured <00:26:55.680>out

00:26:56.230 --> 00:26:56.240 align:start position:0%
<00:26:56.230>everything. <00:26:56.231>Uh <00:26:56.233>but <00:26:56.234>we <00:26:56.236>have <00:26:56.237>figured <00:26:56.239>out

00:26:56.240 --> 00:26:58.390 align:start position:0%
<00:26:56.240>everything. <00:26:56.333>Uh <00:26:56.426>but <00:26:56.520>we <00:26:56.613>have <00:26:56.706>figured <00:26:56.800>out <00:26:56.893>the <00:26:56.986>best <00:26:57.080>possible <00:26:57.173>way <00:26:57.266>to <00:26:57.360>do <00:26:57.453>it. <00:26:57.546>And <00:26:57.640>I

00:26:58.390 --> 00:26:58.400 align:start position:0%
<00:26:58.390>the <00:26:58.391>best <00:26:58.392>possible <00:26:58.393>way <00:26:58.394>to <00:26:58.395>do <00:26:58.396>it. <00:26:58.397>And <00:26:58.399>I

00:26:58.400 --> 00:26:59.710 align:start position:0%
<00:26:58.400>the <00:26:58.473>best <00:26:58.547>possible <00:26:58.621>way <00:26:58.694>to <00:26:58.768>do <00:26:58.842>it. <00:26:58.915>And <00:26:58.989>I <00:26:59.063>think <00:26:59.136>we <00:26:59.210>have <00:26:59.284>just <00:26:59.357>a <00:26:59.431>couple <00:26:59.505>of <00:26:59.579>minutes

00:26:59.710 --> 00:26:59.720 align:start position:0%
<00:26:59.710>think <00:26:59.711>we <00:26:59.712>have <00:26:59.713>just <00:26:59.715>a <00:26:59.716>couple <00:26:59.717>of <00:26:59.719>minutes

00:26:59.720 --> 00:27:02.710 align:start position:0%
<00:26:59.720>think <00:26:59.875>we <00:27:00.031>have <00:27:00.186>just <00:27:00.342>a <00:27:00.497>couple <00:27:00.653>of <00:27:00.808>minutes <00:27:00.964>for <00:27:01.120>questions.

00:27:02.720 --> 00:27:03.630 align:start position:0%
<00:27:02.720>&gt;&gt; <00:27:03.539>Everyone.

00:27:03.630 --> 00:27:03.640 align:start position:0%
<00:27:03.630>&gt;&gt; <00:27:03.639>Everyone.

00:27:03.640 --> 00:27:05.718 align:start position:0%
<00:27:03.640>&gt;&gt; <00:27:03.920>Everyone. <00:27:04.200>&gt;&gt; <00:27:04.480>Oh, <00:27:04.760>thank <00:27:05.040>you.

00:27:05.718 --> 00:27:05.728 align:start position:0%
<00:27:05.718>&gt;&gt; <00:27:05.721>Oh, <00:27:05.724>thank <00:27:05.727>you.

00:27:05.728 --> 00:27:10.350 align:start position:0%
<00:27:05.728>&gt;&gt; <00:27:06.008>Oh, <00:27:06.288>thank <00:27:06.568>you. <00:27:06.848>&gt;&gt; <00:27:07.128>[applause]

00:27:10.360 --> 00:27:11.150 align:start position:0%
<00:27:10.360>&gt;&gt; <00:27:10.597>Thank <00:27:10.834>you, <00:27:11.071>Justin.

00:27:11.150 --> 00:27:11.160 align:start position:0%
<00:27:11.150>&gt;&gt; <00:27:11.153>Thank <00:27:11.156>you, <00:27:11.159>Justin.

00:27:11.160 --> 00:27:11.790 align:start position:0%
<00:27:11.160>&gt;&gt; <00:27:11.241>Thank <00:27:11.322>you, <00:27:11.403>Justin. <00:27:11.484>&gt;&gt; <00:27:11.565>Yeah, <00:27:11.646>my <00:27:11.726>pleasure.

00:27:11.790 --> 00:27:11.800 align:start position:0%
<00:27:11.790>&gt;&gt; <00:27:11.793>Yeah, <00:27:11.796>my <00:27:11.799>pleasure.

00:27:11.800 --> 00:27:14.110 align:start position:0%
<00:27:11.800>&gt;&gt; <00:27:11.927>Yeah, <00:27:12.054>my <00:27:12.181>pleasure. <00:27:12.309>&gt;&gt; <00:27:12.436>Amazing <00:27:12.563>talk. <00:27:12.690>Uh <00:27:12.818>we <00:27:12.945>have <00:27:13.072>really <00:27:13.200>like

00:27:14.110 --> 00:27:14.120 align:start position:0%
<00:27:14.110>&gt;&gt; <00:27:14.111>Amazing <00:27:14.112>talk. <00:27:14.113>Uh <00:27:14.115>we <00:27:14.116>have <00:27:14.117>really <00:27:14.119>like

00:27:14.120 --> 00:27:15.550 align:start position:0%
<00:27:14.120>&gt;&gt; <00:27:14.227>Amazing <00:27:14.334>talk. <00:27:14.441>Uh <00:27:14.549>we <00:27:14.656>have <00:27:14.763>really <00:27:14.870>like <00:27:14.977>some <00:27:15.085>questions <00:27:15.192>here, <00:27:15.299>really <00:27:15.407>nice

00:27:15.550 --> 00:27:15.560 align:start position:0%
<00:27:15.550>some <00:27:15.552>questions <00:27:15.554>here, <00:27:15.556>really <00:27:15.559>nice

00:27:15.560 --> 00:27:17.190 align:start position:0%
<00:27:15.560>some <00:27:15.687>questions <00:27:15.814>here, <00:27:15.941>really <00:27:16.069>nice <00:27:16.196>questions. <00:27:16.323>I <00:27:16.450>will <00:27:16.578>go <00:27:16.705>straight <00:27:16.832>to <00:27:16.960>them.

00:27:17.190 --> 00:27:17.200 align:start position:0%
<00:27:17.190>questions. <00:27:17.191>I <00:27:17.193>will <00:27:17.194>go <00:27:17.196>straight <00:27:17.197>to <00:27:17.199>them.

00:27:17.200 --> 00:27:19.070 align:start position:0%
<00:27:17.200>questions. <00:27:17.327>I <00:27:17.454>will <00:27:17.581>go <00:27:17.709>straight <00:27:17.836>to <00:27:17.963>them. <00:27:18.090>So, <00:27:18.218>one <00:27:18.345>is <00:27:18.472>from <00:27:18.600>Eric.

00:27:19.070 --> 00:27:19.080 align:start position:0%
<00:27:19.070>So, <00:27:19.072>one <00:27:19.074>is <00:27:19.076>from <00:27:19.079>Eric.

00:27:19.080 --> 00:27:22.430 align:start position:0%
<00:27:19.080>So, <00:27:19.207>one <00:27:19.334>is <00:27:19.461>from <00:27:19.589>Eric. <00:27:19.716>Uh <00:27:19.843>DORA <00:27:19.970>metrics <00:27:20.098>are <00:27:20.225>great <00:27:20.352>for <00:27:20.480>SaaS

00:27:22.430 --> 00:27:22.440 align:start position:0%
<00:27:22.430>Uh <00:27:22.431>DORA <00:27:22.433>metrics <00:27:22.434>are <00:27:22.436>great <00:27:22.437>for <00:27:22.439>SaaS

00:27:22.440 --> 00:27:24.390 align:start position:0%
<00:27:22.440>Uh <00:27:22.556>DORA <00:27:22.673>metrics <00:27:22.790>are <00:27:22.906>great <00:27:23.023>for <00:27:23.140>SaaS <00:27:23.256>uh <00:27:23.373>live <00:27:23.490>service <00:27:23.606>products, <00:27:23.723>but <00:27:23.840>with

00:27:24.390 --> 00:27:24.400 align:start position:0%
<00:27:24.390>uh <00:27:24.391>live <00:27:24.393>service <00:27:24.395>products, <00:27:24.397>but <00:27:24.399>with

00:27:24.400 --> 00:27:26.230 align:start position:0%
<00:27:24.400>uh <00:27:24.600>live <00:27:24.800>service <00:27:25.000>products, <00:27:25.200>but <00:27:25.400>with <00:27:25.600>on-premise <00:27:25.800>uh

00:27:26.230 --> 00:27:26.240 align:start position:0%
<00:27:26.230>on-premise <00:27:26.239>uh

00:27:26.240 --> 00:27:28.710 align:start position:0%
<00:27:26.240>on-premise <00:27:26.473>uh <00:27:26.706>deployments <00:27:26.940>are <00:27:27.173>slower <00:27:27.406>and <00:27:27.640>harder.

00:27:28.710 --> 00:27:28.720 align:start position:0%
<00:27:28.710>deployments <00:27:28.712>are <00:27:28.714>slower <00:27:28.716>and <00:27:28.719>harder.

00:27:28.720 --> 00:27:31.630 align:start position:0%
<00:27:28.720>deployments <00:27:28.836>are <00:27:28.953>slower <00:27:29.070>and <00:27:29.186>harder. <00:27:29.303>So, <00:27:29.420>should <00:27:29.536>the <00:27:29.653>metrics <00:27:29.770>be <00:27:29.886>applied <00:27:30.003>to <00:27:30.120>dev

00:27:31.630 --> 00:27:31.640 align:start position:0%
<00:27:31.630>So, <00:27:31.631>should <00:27:31.632>the <00:27:31.633>metrics <00:27:31.635>be <00:27:31.636>applied <00:27:31.637>to <00:27:31.639>dev

00:27:31.640 --> 00:27:35.950 align:start position:0%
<00:27:31.640>So, <00:27:31.747>should <00:27:31.855>the <00:27:31.963>metrics <00:27:32.070>be <00:27:32.178>applied <00:27:32.286>to <00:27:32.393>dev <00:27:32.501>deploys <00:27:32.609>or <00:27:32.716>deployments <00:27:32.824>then <00:27:32.932>or <00:27:33.040>rather

00:27:35.950 --> 00:27:35.960 align:start position:0%
<00:27:35.950>deploys <00:27:35.951>or <00:27:35.953>deployments <00:27:35.955>then <00:27:35.957>or <00:27:35.959>rather

00:27:35.960 --> 00:27:38.030 align:start position:0%
<00:27:35.960>deploys <00:27:36.087>or <00:27:36.214>deployments <00:27:36.341>then <00:27:36.469>or <00:27:36.596>rather <00:27:36.723>other <00:27:36.850>metrics <00:27:36.978>that <00:27:37.105>fit <00:27:37.232>this <00:27:37.360>model

00:27:38.030 --> 00:27:38.040 align:start position:0%
<00:27:38.030>other <00:27:38.031>metrics <00:27:38.033>that <00:27:38.035>fit <00:27:38.037>this <00:27:38.039>model

00:27:38.040 --> 00:27:38.790 align:start position:0%
<00:27:38.040>other <00:27:38.152>metrics <00:27:38.264>that <00:27:38.377>fit <00:27:38.490>this <00:27:38.602>model <00:27:38.715>better?

00:27:38.790 --> 00:27:38.800 align:start position:0%
better?

00:27:38.800 --> 00:27:40.910 align:start position:0%
<00:27:38.800>better? <00:27:38.940>&gt;&gt; <00:27:39.080>So, <00:27:39.220>um <00:27:39.360>I <00:27:39.500>mean, <00:27:39.639>again, <00:27:39.780>the <00:27:39.919>the <00:27:40.060>core <00:27:40.200>four

00:27:40.910 --> 00:27:40.920 align:start position:0%
<00:27:40.910>&gt;&gt; <00:27:40.911>So, <00:27:40.912>um <00:27:40.913>I <00:27:40.914>mean, <00:27:40.915>again, <00:27:40.916>the <00:27:40.917>the <00:27:40.918>core <00:27:40.919>four

00:27:40.920 --> 00:27:43.470 align:start position:0%
<00:27:40.920>&gt;&gt; <00:27:41.013>So, <00:27:41.106>um <00:27:41.200>I <00:27:41.293>mean, <00:27:41.386>again, <00:27:41.480>the <00:27:41.573>the <00:27:41.666>core <00:27:41.760>four <00:27:41.853>encapsulates <00:27:41.946>DORA, <00:27:42.040>but <00:27:42.133>also <00:27:42.226>talks <00:27:42.320>about

00:27:43.470 --> 00:27:43.480 align:start position:0%
<00:27:43.470>encapsulates <00:27:43.471>DORA, <00:27:43.473>but <00:27:43.475>also <00:27:43.477>talks <00:27:43.479>about

00:27:43.480 --> 00:27:45.230 align:start position:0%
<00:27:43.480>encapsulates <00:27:43.596>DORA, <00:27:43.713>but <00:27:43.830>also <00:27:43.946>talks <00:27:44.063>about <00:27:44.180>other <00:27:44.296>metrics <00:27:44.413>outside <00:27:44.530>of <00:27:44.646>DORA <00:27:44.763>that <00:27:44.880>were

00:27:45.230 --> 00:27:45.240 align:start position:0%
<00:27:45.230>other <00:27:45.231>metrics <00:27:45.233>outside <00:27:45.234>of <00:27:45.236>DORA <00:27:45.237>that <00:27:45.239>were

00:27:45.240 --> 00:27:47.590 align:start position:0%
<00:27:45.240>other <00:27:45.340>metrics <00:27:45.440>outside <00:27:45.540>of <00:27:45.640>DORA <00:27:45.740>that <00:27:45.840>were <00:27:45.940>inspired <00:27:46.040>by <00:27:46.140>SPACE. <00:27:46.240>So, <00:27:46.340>the <00:27:46.440>core <00:27:46.540>four <00:27:46.640>is

00:27:47.590 --> 00:27:47.600 align:start position:0%
<00:27:47.590>inspired <00:27:47.591>by <00:27:47.592>SPACE. <00:27:47.593>So, <00:27:47.595>the <00:27:47.596>core <00:27:47.597>four <00:27:47.599>is

00:27:47.600 --> 00:27:48.870 align:start position:0%
<00:27:47.600>inspired <00:27:47.687>by <00:27:47.775>SPACE. <00:27:47.863>So, <00:27:47.951>the <00:27:48.039>core <00:27:48.127>four <00:27:48.215>is <00:27:48.303>actually <00:27:48.391>very <00:27:48.479>good <00:27:48.567>for <00:27:48.655>whether <00:27:48.743>you're

00:27:48.870 --> 00:27:48.880 align:start position:0%
<00:27:48.870>actually <00:27:48.871>very <00:27:48.873>good <00:27:48.875>for <00:27:48.877>whether <00:27:48.879>you're

00:27:48.880 --> 00:27:50.750 align:start position:0%
<00:27:48.880>actually <00:27:49.007>very <00:27:49.134>good <00:27:49.261>for <00:27:49.389>whether <00:27:49.516>you're <00:27:49.643>doing <00:27:49.770>on-premise <00:27:49.898>or <00:27:50.025>whether <00:27:50.152>you're <00:27:50.280>doing

00:27:50.750 --> 00:27:50.760 align:start position:0%
<00:27:50.750>doing <00:27:50.751>on-premise <00:27:50.753>or <00:27:50.755>whether <00:27:50.757>you're <00:27:50.759>doing

00:27:50.760 --> 00:27:52.550 align:start position:0%
<00:27:50.760>doing <00:27:50.876>on-premise <00:27:50.993>or <00:27:51.110>whether <00:27:51.226>you're <00:27:51.343>doing <00:27:51.460>cloud <00:27:51.576>deployed <00:27:51.693>or <00:27:51.810>or <00:27:51.926>or <00:27:52.043>anything <00:27:52.160>like

00:27:52.550 --> 00:27:52.560 align:start position:0%
<00:27:52.550>cloud <00:27:52.551>deployed <00:27:52.553>or <00:27:52.554>or <00:27:52.556>or <00:27:52.557>anything <00:27:52.559>like

00:27:52.560 --> 00:27:54.430 align:start position:0%
<00:27:52.560>cloud <00:27:52.667>deployed <00:27:52.775>or <00:27:52.883>or <00:27:52.990>or <00:27:53.098>anything <00:27:53.206>like <00:27:53.313>that <00:27:53.421>because <00:27:53.529>there <00:27:53.636>are <00:27:53.744>so <00:27:53.852>many <00:27:53.960>different

00:27:54.430 --> 00:27:54.440 align:start position:0%
<00:27:54.430>that <00:27:54.431>because <00:27:54.433>there <00:27:54.434>are <00:27:54.436>so <00:27:54.437>many <00:27:54.439>different

00:27:54.440 --> 00:27:55.910 align:start position:0%
<00:27:54.440>that <00:27:54.541>because <00:27:54.643>there <00:27:54.745>are <00:27:54.847>so <00:27:54.948>many <00:27:55.050>different <00:27:55.152>metrics <00:27:55.254>to <00:27:55.355>look <00:27:55.457>at. <00:27:55.559>I <00:27:55.661>think <00:27:55.763>what's

00:27:55.910 --> 00:27:55.920 align:start position:0%
<00:27:55.910>metrics <00:27:55.911>to <00:27:55.913>look <00:27:55.914>at. <00:27:55.916>I <00:27:55.917>think <00:27:55.919>what's

00:27:55.920 --> 00:27:57.710 align:start position:0%
<00:27:55.920>metrics <00:27:56.036>to <00:27:56.153>look <00:27:56.270>at. <00:27:56.386>I <00:27:56.503>think <00:27:56.620>what's <00:27:56.736>important <00:27:56.853>though <00:27:56.970>is <00:27:57.086>that <00:27:57.203>if <00:27:57.320>you're

00:27:57.710 --> 00:27:57.720 align:start position:0%
<00:27:57.710>important <00:27:57.711>though <00:27:57.713>is <00:27:57.715>that <00:27:57.717>if <00:27:57.719>you're

00:27:57.720 --> 00:27:59.390 align:start position:0%
<00:27:57.720>important <00:27:57.847>though <00:27:57.974>is <00:27:58.101>that <00:27:58.229>if <00:27:58.356>you're <00:27:58.483>looking <00:27:58.610>for <00:27:58.738>benchmarks, <00:27:58.865>if <00:27:58.992>you're <00:27:59.120>trying

00:27:59.390 --> 00:27:59.400 align:start position:0%
<00:27:59.390>looking <00:27:59.391>for <00:27:59.393>benchmarks, <00:27:59.395>if <00:27:59.397>you're <00:27:59.399>trying

00:27:59.400 --> 00:28:00.870 align:start position:0%
<00:27:59.400>looking <00:27:59.520>for <00:27:59.640>benchmarks, <00:27:59.760>if <00:27:59.881>you're <00:28:00.001>trying <00:28:00.121>to <00:28:00.241>figure <00:28:00.362>out <00:28:00.482>aspirationally <00:28:00.602>what <00:28:00.723>these

00:28:00.870 --> 00:28:00.880 align:start position:0%
<00:28:00.870>to <00:28:00.871>figure <00:28:00.873>out <00:28:00.875>aspirationally <00:28:00.877>what <00:28:00.879>these

00:28:00.880 --> 00:28:03.070 align:start position:0%
<00:28:00.880>to <00:28:01.007>figure <00:28:01.134>out <00:28:01.261>aspirationally <00:28:01.389>what <00:28:01.516>these <00:28:01.643>metrics <00:28:01.770>should <00:28:01.898>look <00:28:02.025>like, <00:28:02.152>only <00:28:02.280>benchmark

00:28:03.070 --> 00:28:03.080 align:start position:0%
<00:28:03.070>metrics <00:28:03.071>should <00:28:03.073>look <00:28:03.075>like, <00:28:03.077>only <00:28:03.079>benchmark

00:28:03.080 --> 00:28:04.670 align:start position:0%
<00:28:03.080>metrics <00:28:03.220>should <00:28:03.360>look <00:28:03.500>like, <00:28:03.639>only <00:28:03.780>benchmark <00:28:03.919>against <00:28:04.060>yourself, <00:28:04.199>right? <00:28:04.340>Your <00:28:04.480>your

00:28:04.670 --> 00:28:04.680 align:start position:0%
<00:28:04.670>against <00:28:04.672>yourself, <00:28:04.674>right? <00:28:04.676>Your <00:28:04.679>your

00:28:04.680 --> 00:28:06.870 align:start position:0%
<00:28:04.680>against <00:28:04.835>yourself, <00:28:04.991>right? <00:28:05.146>Your <00:28:05.302>your <00:28:05.457>context <00:28:05.613>in <00:28:05.768>that <00:28:05.924>uh <00:28:06.080>self-hosted

00:28:06.870 --> 00:28:06.880 align:start position:0%
<00:28:06.870>context <00:28:06.872>in <00:28:06.874>that <00:28:06.876>uh <00:28:06.879>self-hosted

00:28:06.880 --> 00:28:08.390 align:start position:0%
<00:28:06.880>context <00:28:07.003>in <00:28:07.127>that <00:28:07.250>uh <00:28:07.374>self-hosted <00:28:07.497>deployment <00:28:07.621>is <00:28:07.744>just <00:28:07.868>going <00:28:07.991>to <00:28:08.115>be <00:28:08.239>different

00:28:08.390 --> 00:28:08.400 align:start position:0%
<00:28:08.390>deployment <00:28:08.391>is <00:28:08.393>just <00:28:08.394>going <00:28:08.396>to <00:28:08.397>be <00:28:08.399>different

00:28:08.400 --> 00:28:09.630 align:start position:0%
<00:28:08.400>deployment <00:28:08.500>is <00:28:08.601>just <00:28:08.701>going <00:28:08.802>to <00:28:08.903>be <00:28:09.003>different <00:28:09.104>than <00:28:09.205>other <00:28:09.305>organizations. <00:28:09.406>Don't <00:28:09.507>drive

00:28:09.630 --> 00:28:09.640 align:start position:0%
<00:28:09.630>than <00:28:09.632>other <00:28:09.634>organizations. <00:28:09.636>Don't <00:28:09.639>drive

00:28:09.640 --> 00:28:11.230 align:start position:0%
<00:28:09.640>than <00:28:09.780>other <00:28:09.920>organizations. <00:28:10.060>Don't <00:28:10.200>drive <00:28:10.340>yourself <00:28:10.480>crazy <00:28:10.620>trying <00:28:10.760>to <00:28:10.900>meet <00:28:11.040>some

00:28:11.230 --> 00:28:11.240 align:start position:0%
<00:28:11.230>yourself <00:28:11.231>crazy <00:28:11.233>trying <00:28:11.235>to <00:28:11.237>meet <00:28:11.239>some

00:28:11.240 --> 00:28:13.070 align:start position:0%
<00:28:11.240>yourself <00:28:11.395>crazy <00:28:11.551>trying <00:28:11.706>to <00:28:11.862>meet <00:28:12.017>some <00:28:12.173>industry <00:28:12.328>benchmark. <00:28:12.484>Just <00:28:12.640>continuously

00:28:13.070 --> 00:28:13.080 align:start position:0%
<00:28:13.070>industry <00:28:13.072>benchmark. <00:28:13.076>Just <00:28:13.079>continuously

00:28:13.080 --> 00:28:15.190 align:start position:0%
<00:28:13.080>industry <00:28:13.207>benchmark. <00:28:13.334>Just <00:28:13.461>continuously <00:28:13.589>improve <00:28:13.716>the <00:28:13.843>systems <00:28:13.970>that <00:28:14.098>you <00:28:14.225>do <00:28:14.352>have. <00:28:14.480>Uh

00:28:15.190 --> 00:28:15.200 align:start position:0%
<00:28:15.190>improve <00:28:15.191>the <00:28:15.192>systems <00:28:15.193>that <00:28:15.195>you <00:28:15.196>do <00:28:15.197>have. <00:28:15.199>Uh

00:28:15.200 --> 00:28:16.590 align:start position:0%
<00:28:15.200>improve <00:28:15.296>the <00:28:15.392>systems <00:28:15.488>that <00:28:15.584>you <00:28:15.681>do <00:28:15.777>have. <00:28:15.873>Uh <00:28:15.969>this <00:28:16.066>is <00:28:16.162>always <00:28:16.258>about <00:28:16.354>improvement. <00:28:16.451>Our

00:28:16.590 --> 00:28:16.600 align:start position:0%
<00:28:16.590>this <00:28:16.591>is <00:28:16.593>always <00:28:16.595>about <00:28:16.597>improvement. <00:28:16.599>Our

00:28:16.600 --> 00:28:18.110 align:start position:0%
<00:28:16.600>this <00:28:16.723>is <00:28:16.847>always <00:28:16.970>about <00:28:17.094>improvement. <00:28:17.217>Our <00:28:17.341>developer <00:28:17.464>experience <00:28:17.588>score <00:28:17.711>goes <00:28:17.835>up <00:28:17.958>to

00:28:18.110 --> 00:28:18.120 align:start position:0%
<00:28:18.110>developer <00:28:18.111>experience <00:28:18.113>score <00:28:18.115>goes <00:28:18.117>up <00:28:18.119>to

00:28:18.120 --> 00:28:21.670 align:start position:0%
<00:28:18.120>developer <00:28:18.219>experience <00:28:18.320>score <00:28:18.419>goes <00:28:18.520>up <00:28:18.620>to <00:28:18.719>100. <00:28:18.820>There <00:28:18.919>is <00:28:19.020>not <00:28:19.120>nor <00:28:19.219>will <00:28:19.320>there <00:28:19.419>ever <00:28:19.520>be

00:28:21.670 --> 00:28:21.680 align:start position:0%
<00:28:21.670>100. <00:28:21.671>There <00:28:21.672>is <00:28:21.673>not <00:28:21.674>nor <00:28:21.675>will <00:28:21.676>there <00:28:21.677>ever <00:28:21.679>be

00:28:21.680 --> 00:28:24.910 align:start position:0%
<00:28:21.680>100. <00:28:21.767>There <00:28:21.855>is <00:28:21.942>not <00:28:22.030>nor <00:28:22.117>will <00:28:22.205>there <00:28:22.292>ever <00:28:22.380>be <00:28:22.467>someone <00:28:22.555>with <00:28:22.642>a <00:28:22.730>100 <00:28:22.817>DXI <00:28:22.905>score. <00:28:22.992>It <00:28:23.080>doesn't

00:28:24.910 --> 00:28:24.920 align:start position:0%
<00:28:24.910>someone <00:28:24.911>with <00:28:24.912>a <00:28:24.913>100 <00:28:24.915>DXI <00:28:24.916>score. <00:28:24.917>It <00:28:24.919>doesn't

00:28:24.920 --> 00:28:26.470 align:start position:0%
<00:28:24.920>someone <00:28:25.027>with <00:28:25.134>a <00:28:25.241>100 <00:28:25.349>DXI <00:28:25.456>score. <00:28:25.563>It <00:28:25.671>doesn't <00:28:25.778>It <00:28:25.885>doesn't <00:28:25.993>happen, <00:28:26.100>right? <00:28:26.207>You'll <00:28:26.315>you'll

00:28:26.470 --> 00:28:26.480 align:start position:0%
<00:28:26.470>It <00:28:26.471>doesn't <00:28:26.473>happen, <00:28:26.475>right? <00:28:26.477>You'll <00:28:26.479>you'll

00:28:26.480 --> 00:28:28.070 align:start position:0%
<00:28:26.480>It <00:28:26.607>doesn't <00:28:26.734>happen, <00:28:26.861>right? <00:28:26.989>You'll <00:28:27.116>you'll <00:28:27.243>have <00:28:27.370>other <00:28:27.498>areas <00:28:27.625>of <00:28:27.752>developer <00:28:27.880>experience

00:28:28.070 --> 00:28:28.080 align:start position:0%
<00:28:28.070>have <00:28:28.071>other <00:28:28.073>areas <00:28:28.075>of <00:28:28.077>developer <00:28:28.079>experience

00:28:28.080 --> 00:28:29.950 align:start position:0%
<00:28:28.080>have <00:28:28.196>other <00:28:28.313>areas <00:28:28.429>of <00:28:28.546>developer <00:28:28.663>experience <00:28:28.780>that'll <00:28:28.896>fluctuate. <00:28:29.013>The <00:28:29.129>idea <00:28:29.246>is <00:28:29.363>to <00:28:29.480>just

00:28:29.950 --> 00:28:29.960 align:start position:0%
<00:28:29.950>that'll <00:28:29.951>fluctuate. <00:28:29.953>The <00:28:29.954>idea <00:28:29.956>is <00:28:29.957>to <00:28:29.959>just

00:28:29.960 --> 00:28:31.910 align:start position:0%
<00:28:29.960>that'll <00:28:30.053>fluctuate. <00:28:30.146>The <00:28:30.240>idea <00:28:30.333>is <00:28:30.426>to <00:28:30.520>just <00:28:30.613>always <00:28:30.706>stay <00:28:30.800>ahead <00:28:30.893>of <00:28:30.986>that <00:28:31.080>and <00:28:31.173>as <00:28:31.266>much <00:28:31.360>as

00:28:31.910 --> 00:28:31.920 align:start position:0%
<00:28:31.910>always <00:28:31.911>stay <00:28:31.912>ahead <00:28:31.913>of <00:28:31.914>that <00:28:31.915>and <00:28:31.916>as <00:28:31.917>much <00:28:31.919>as

00:28:31.920 --> 00:28:33.830 align:start position:0%
<00:28:31.920>always <00:28:32.047>stay <00:28:32.174>ahead <00:28:32.301>of <00:28:32.429>that <00:28:32.556>and <00:28:32.683>as <00:28:32.810>much <00:28:32.938>as <00:28:33.065>possible <00:28:33.192>continuously <00:28:33.320>improve

00:28:33.830 --> 00:28:33.840 align:start position:0%
<00:28:33.830>possible <00:28:33.834>continuously <00:28:33.839>improve

00:28:33.840 --> 00:28:35.750 align:start position:0%
<00:28:33.840>possible <00:28:33.980>continuously <00:28:34.120>improve <00:28:34.260>&gt;&gt; <00:28:34.399>Thanks <00:28:34.540>a <00:28:34.679>lot. <00:28:34.820>Uh <00:28:34.959>the <00:28:35.100>follow-up <00:28:35.240>question

00:28:35.750 --> 00:28:35.760 align:start position:0%
<00:28:35.750>&gt;&gt; <00:28:35.751>Thanks <00:28:35.752>a <00:28:35.753>lot. <00:28:35.755>Uh <00:28:35.756>the <00:28:35.757>follow-up <00:28:35.759>question

00:28:35.760 --> 00:28:38.030 align:start position:0%
<00:28:35.760>&gt;&gt; <00:28:35.860>Thanks <00:28:35.960>a <00:28:36.060>lot. <00:28:36.160>Uh <00:28:36.260>the <00:28:36.360>follow-up <00:28:36.460>question <00:28:36.560>is <00:28:36.660>directly <00:28:36.760>there <00:28:36.860>and <00:28:36.960>relevant. <00:28:37.060>What <00:28:37.160>is

00:28:38.030 --> 00:28:38.040 align:start position:0%
<00:28:38.030>is <00:28:38.031>directly <00:28:38.033>there <00:28:38.034>and <00:28:38.036>relevant. <00:28:38.037>What <00:28:38.039>is

00:28:38.040 --> 00:28:40.470 align:start position:0%
<00:28:38.040>is <00:28:38.167>directly <00:28:38.294>there <00:28:38.421>and <00:28:38.549>relevant. <00:28:38.676>What <00:28:38.803>is <00:28:38.930>your <00:28:39.058>stand <00:28:39.185>on <00:28:39.312>individual <00:28:39.440>performance

00:28:40.470 --> 00:28:40.480 align:start position:0%
<00:28:40.470>your <00:28:40.472>stand <00:28:40.474>on <00:28:40.476>individual <00:28:40.479>performance

00:28:40.480 --> 00:28:41.070 align:start position:0%
<00:28:40.480>your <00:28:40.586>stand <00:28:40.692>on <00:28:40.798>individual <00:28:40.904>performance <00:28:41.011>metrics?

00:28:41.070 --> 00:28:41.080 align:start position:0%
metrics?

00:28:41.080 --> 00:28:41.310 align:start position:0%
<00:28:41.080>metrics? <00:28:41.183>&gt;&gt; <00:28:41.287>Yeah.

00:28:41.310 --> 00:28:41.320 align:start position:0%
<00:28:41.310>&gt;&gt; <00:28:41.319>Yeah.

00:28:41.320 --> 00:28:43.350 align:start position:0%
<00:28:41.320>&gt;&gt; <00:28:41.495>Yeah. <00:28:41.669>&gt;&gt; <00:28:41.845>Especially <00:28:42.020>if <00:28:42.195>your <00:28:42.370>hypothesis <00:28:42.544>is <00:28:42.720>that

00:28:43.350 --> 00:28:43.360 align:start position:0%
<00:28:43.350>&gt;&gt; <00:28:43.351>Especially <00:28:43.352>if <00:28:43.354>your <00:28:43.356>hypothesis <00:28:43.357>is <00:28:43.359>that

00:28:43.360 --> 00:28:45.390 align:start position:0%
<00:28:43.360>&gt;&gt; <00:28:43.500>Especially <00:28:43.639>if <00:28:43.780>your <00:28:43.919>hypothesis <00:28:44.060>is <00:28:44.199>that <00:28:44.340>performance <00:28:44.479>problems <00:28:44.620>are <00:28:44.760>systematic.

00:28:45.390 --> 00:28:45.400 align:start position:0%
<00:28:45.390>performance <00:28:45.393>problems <00:28:45.396>are <00:28:45.399>systematic.

00:28:45.400 --> 00:28:47.270 align:start position:0%
<00:28:45.400>performance <00:28:45.575>problems <00:28:45.750>are <00:28:45.925>systematic. <00:28:46.100>&gt;&gt; <00:28:46.275>Separate <00:28:46.450>discussion, <00:28:46.625>right? <00:28:46.800>An

00:28:47.270 --> 00:28:47.280 align:start position:0%
<00:28:47.270>&gt;&gt; <00:28:47.272>Separate <00:28:47.274>discussion, <00:28:47.276>right? <00:28:47.279>An

00:28:47.280 --> 00:28:48.990 align:start position:0%
<00:28:47.280>&gt;&gt; <00:28:47.455>Separate <00:28:47.629>discussion, <00:28:47.805>right? <00:28:47.980>An <00:28:48.155>individual <00:28:48.330>performance <00:28:48.504>discussion <00:28:48.680>should

00:28:48.990 --> 00:28:49.000 align:start position:0%
<00:28:48.990>individual <00:28:48.993>performance <00:28:48.996>discussion <00:28:48.999>should

00:28:49.000 --> 00:28:50.350 align:start position:0%
<00:28:49.000>individual <00:28:49.151>performance <00:28:49.303>discussion <00:28:49.455>should <00:28:49.607>happen <00:28:49.759>with <00:28:49.911>with <00:28:50.063>leadership <00:28:50.215>with

00:28:50.350 --> 00:28:50.360 align:start position:0%
<00:28:50.350>happen <00:28:50.352>with <00:28:50.354>with <00:28:50.356>leadership <00:28:50.359>with

00:28:50.360 --> 00:28:51.910 align:start position:0%
<00:28:50.360>happen <00:28:50.486>with <00:28:50.613>with <00:28:50.740>leadership <00:28:50.867>with <00:28:50.994>management <00:28:51.120>on <00:28:51.247>the <00:28:51.374>team, <00:28:51.501>but <00:28:51.628>that's <00:28:51.755>a

00:28:51.910 --> 00:28:51.920 align:start position:0%
<00:28:51.910>management <00:28:51.911>on <00:28:51.913>the <00:28:51.914>team, <00:28:51.916>but <00:28:51.917>that's <00:28:51.919>a

00:28:51.920 --> 00:28:53.510 align:start position:0%
<00:28:51.920>management <00:28:52.036>on <00:28:52.153>the <00:28:52.270>team, <00:28:52.386>but <00:28:52.503>that's <00:28:52.620>a <00:28:52.736>totally <00:28:52.853>separate <00:28:52.970>story <00:28:53.086>than <00:28:53.203>trying <00:28:53.320>to

00:28:53.510 --> 00:28:53.520 align:start position:0%
<00:28:53.510>totally <00:28:53.511>separate <00:28:53.513>story <00:28:53.515>than <00:28:53.517>trying <00:28:53.519>to

00:28:53.520 --> 00:28:55.550 align:start position:0%
<00:28:53.520>totally <00:28:53.675>separate <00:28:53.831>story <00:28:53.986>than <00:28:54.142>trying <00:28:54.297>to <00:28:54.453>improve <00:28:54.608>developer <00:28:54.764>experience. <00:28:54.920>Developer

00:28:55.550 --> 00:28:55.560 align:start position:0%
<00:28:55.550>improve <00:28:55.553>developer <00:28:55.556>experience. <00:28:55.559>Developer

00:28:55.560 --> 00:28:57.630 align:start position:0%
<00:28:55.560>improve <00:28:55.715>developer <00:28:55.871>experience. <00:28:56.026>Developer <00:28:56.182>experience <00:28:56.337>is <00:28:56.493>the <00:28:56.648>leading <00:28:56.804>indicator <00:28:56.960>of

00:28:57.630 --> 00:28:57.640 align:start position:0%
<00:28:57.630>experience <00:28:57.631>is <00:28:57.633>the <00:28:57.635>leading <00:28:57.637>indicator <00:28:57.639>of

00:28:57.640 --> 00:28:58.870 align:start position:0%
<00:28:57.640>experience <00:28:57.763>is <00:28:57.886>the <00:28:58.009>leading <00:28:58.132>indicator <00:28:58.255>of <00:28:58.378>developer <00:28:58.501>productivity <00:28:58.624>within <00:28:58.746>an

00:28:58.870 --> 00:28:58.880 align:start position:0%
<00:28:58.870>developer <00:28:58.873>productivity <00:28:58.876>within <00:28:58.879>an

00:28:58.880 --> 00:29:01.070 align:start position:0%
<00:28:58.880>developer <00:28:59.080>productivity <00:28:59.280>within <00:28:59.480>an <00:28:59.680>organization. <00:28:59.880>So, <00:29:00.080>individual <00:29:00.280>performance

00:29:01.070 --> 00:29:01.080 align:start position:0%
<00:29:01.070>organization. <00:29:01.072>So, <00:29:01.076>individual <00:29:01.079>performance

00:29:01.080 --> 00:29:02.950 align:start position:0%
<00:29:01.080>organization. <00:29:01.254>So, <00:29:01.429>individual <00:29:01.605>performance <00:29:01.780>those <00:29:01.955>those <00:29:02.129>conversations <00:29:02.304>are <00:29:02.480>important,

00:29:02.950 --> 00:29:02.960 align:start position:0%
<00:29:02.950>those <00:29:02.952>those <00:29:02.954>conversations <00:29:02.956>are <00:29:02.959>important,

00:29:02.960 --> 00:29:04.350 align:start position:0%
<00:29:02.960>those <00:29:03.073>those <00:29:03.187>conversations <00:29:03.301>are <00:29:03.414>important, <00:29:03.528>but <00:29:03.642>it's <00:29:03.756>just <00:29:03.869>a <00:29:03.983>separate <00:29:04.097>story. <00:29:04.211>It

00:29:04.350 --> 00:29:04.360 align:start position:0%
<00:29:04.350>but <00:29:04.351>it's <00:29:04.352>just <00:29:04.354>a <00:29:04.356>separate <00:29:04.357>story. <00:29:04.359>It

00:29:04.360 --> 00:29:06.310 align:start position:0%
<00:29:04.360>but <00:29:04.467>it's <00:29:04.575>just <00:29:04.683>a <00:29:04.790>separate <00:29:04.898>story. <00:29:05.006>It <00:29:05.113>shouldn't <00:29:05.221>be <00:29:05.329>part <00:29:05.436>of <00:29:05.544>of <00:29:05.652>looking <00:29:05.760>at

00:29:06.310 --> 00:29:06.320 align:start position:0%
<00:29:06.310>shouldn't <00:29:06.311>be <00:29:06.312>part <00:29:06.314>of <00:29:06.316>of <00:29:06.317>looking <00:29:06.319>at

00:29:06.320 --> 00:29:08.390 align:start position:0%
<00:29:06.320>shouldn't <00:29:06.475>be <00:29:06.631>part <00:29:06.786>of <00:29:06.942>of <00:29:07.097>looking <00:29:07.253>at <00:29:07.408>system <00:29:07.564>productivity <00:29:07.720>metrics.

00:29:08.390 --> 00:29:08.400 align:start position:0%
<00:29:08.390>system <00:29:08.394>productivity <00:29:08.399>metrics.

00:29:08.400 --> 00:29:10.590 align:start position:0%
<00:29:08.400>system <00:29:08.527>productivity <00:29:08.654>metrics. <00:29:08.781>&gt;&gt; <00:29:08.909>Thanks <00:29:09.036>a <00:29:09.163>lot. <00:29:09.290>We <00:29:09.418>are <00:29:09.545>running <00:29:09.672>like <00:29:09.800>late

00:29:10.590 --> 00:29:10.600 align:start position:0%
<00:29:10.590>&gt;&gt; <00:29:10.591>Thanks <00:29:10.592>a <00:29:10.593>lot. <00:29:10.594>We <00:29:10.595>are <00:29:10.596>running <00:29:10.597>like <00:29:10.599>late

00:29:10.600 --> 00:29:12.310 align:start position:0%
<00:29:10.600>&gt;&gt; <00:29:10.693>Thanks <00:29:10.786>a <00:29:10.879>lot. <00:29:10.973>We <00:29:11.066>are <00:29:11.159>running <00:29:11.253>like <00:29:11.346>late <00:29:11.439>on <00:29:11.533>time. <00:29:11.626>So, <00:29:11.719>thank <00:29:11.813>you <00:29:11.906>Justin. <00:29:12.000>My

00:29:12.310 --> 00:29:12.320 align:start position:0%
<00:29:12.310>on <00:29:12.311>time. <00:29:12.312>So, <00:29:12.314>thank <00:29:12.316>you <00:29:12.317>Justin. <00:29:12.319>My

00:29:12.320 --> 00:29:14.710 align:start position:0%
<00:29:12.320>on <00:29:12.427>time. <00:29:12.535>So, <00:29:12.643>thank <00:29:12.750>you <00:29:12.858>Justin. <00:29:12.966>My <00:29:13.073>pleasure. <00:29:13.181>And <00:29:13.289>like <00:29:13.396>from <00:29:13.504>like <00:29:13.612>from <00:29:13.720>here

00:29:14.710 --> 00:29:14.720 align:start position:0%
<00:29:14.710>pleasure. <00:29:14.711>And <00:29:14.713>like <00:29:14.714>from <00:29:14.716>like <00:29:14.717>from <00:29:14.719>here

00:29:14.720 --> 00:29:16.390 align:start position:0%
<00:29:14.720>pleasure. <00:29:14.847>And <00:29:14.974>like <00:29:15.101>from <00:29:15.229>like <00:29:15.356>from <00:29:15.483>here <00:29:15.610>we <00:29:15.738>are <00:29:15.865>like <00:29:15.992>measuring <00:29:16.120>organization

00:29:16.390 --> 00:29:16.400 align:start position:0%
<00:29:16.390>we <00:29:16.392>are <00:29:16.394>like <00:29:16.396>measuring <00:29:16.399>organization

00:29:16.400 --> 00:29:18.310 align:start position:0%
<00:29:16.400>we <00:29:16.555>are <00:29:16.711>like <00:29:16.866>measuring <00:29:17.022>organization <00:29:17.177>productivity <00:29:17.333>to <00:29:17.488>building <00:29:17.644>products. <00:29:17.800>The

00:29:18.310 --> 00:29:18.320 align:start position:0%
<00:29:18.310>productivity <00:29:18.312>to <00:29:18.314>building <00:29:18.316>products. <00:29:18.319>The

00:29:18.320 --> 00:29:20.590 align:start position:0%
<00:29:18.320>productivity <00:29:18.447>to <00:29:18.574>building <00:29:18.701>products. <00:29:18.829>The <00:29:18.956>new <00:29:19.083>open <00:29:19.210>source <00:29:19.338>playbook <00:29:19.465>is <00:29:19.592>next. <00:29:19.720>So,

00:29:20.590 --> 00:29:20.600 align:start position:0%
<00:29:20.590>new <00:29:20.591>open <00:29:20.592>source <00:29:20.594>playbook <00:29:20.596>is <00:29:20.597>next. <00:29:20.599>So,

00:29:20.600 --> 00:29:22.150 align:start position:0%
<00:29:20.600>new <00:29:20.754>open <00:29:20.909>source <00:29:21.065>playbook <00:29:21.220>is <00:29:21.375>next. <00:29:21.530>So, <00:29:21.685>stay <00:29:21.840>tuned. <00:29:21.995>Thanks.

00:29:22.150 --> 00:29:22.160 align:start position:0%
<00:29:22.150>stay <00:29:22.154>tuned. <00:29:22.159>Thanks.

00:29:22.160 --> 00:29:24.800 align:start position:0%
<00:29:22.160>stay <00:29:22.360>tuned. <00:29:22.560>Thanks. <00:29:22.760>&gt;&gt; <00:29:22.960>Thank <00:29:23.160>you <00:29:23.360>so <00:29:23.560>much.