WEBVTT

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<00:00:02.840>Good <00:00:03.190>morning. <00:00:03.540>How <00:00:03.889>is <00:00:04.240>everyone?

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<00:00:06.800>Good. <00:00:07.000>Thank <00:00:07.200>you <00:00:07.399>all <00:00:07.600>for <00:00:07.800>coming. <00:00:08.000>I <00:00:08.200>hope

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<00:00:08.830>Good. <00:00:08.831>Thank <00:00:08.832>you <00:00:08.833>all <00:00:08.835>for <00:00:08.836>coming. <00:00:08.837>I <00:00:08.839>hope

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<00:00:08.840>Good. <00:00:08.935>Thank <00:00:09.030>you <00:00:09.125>all <00:00:09.221>for <00:00:09.316>coming. <00:00:09.411>I <00:00:09.506>hope <00:00:09.602>everyone <00:00:09.697>enjoyed <00:00:09.792>the <00:00:09.887>keynote. <00:00:09.982>Does

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<00:00:10.110>everyone <00:00:10.112>enjoyed <00:00:10.114>the <00:00:10.116>keynote. <00:00:10.119>Does

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<00:00:10.120>everyone <00:00:10.247>enjoyed <00:00:10.374>the <00:00:10.501>keynote. <00:00:10.629>Does <00:00:10.756>everyone <00:00:10.883>have <00:00:11.010>coffee? <00:00:11.138>We're <00:00:11.265>ready <00:00:11.392>to <00:00:11.520>go?

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<00:00:12.430>everyone <00:00:12.431>have <00:00:12.433>coffee? <00:00:12.434>We're <00:00:12.436>ready <00:00:12.437>to <00:00:12.439>go?

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<00:00:12.440>everyone <00:00:12.595>have <00:00:12.751>coffee? <00:00:12.906>We're <00:00:13.062>ready <00:00:13.217>to <00:00:13.373>go? <00:00:13.528>Yeah? <00:00:13.684>Good. <00:00:13.840>Good.

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<00:00:14.190>Yeah? <00:00:14.194>Good. <00:00:14.199>Good.

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<00:00:14.200>Yeah? <00:00:14.327>Good. <00:00:14.454>Good. <00:00:14.581>Uh <00:00:14.709>my <00:00:14.836>name <00:00:14.963>is <00:00:15.090>April <00:00:15.218>Yoho. <00:00:15.345>I <00:00:15.472>work <00:00:15.600>for

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<00:00:15.990>Uh <00:00:15.991>my <00:00:15.992>name <00:00:15.993>is <00:00:15.994>April <00:00:15.995>Yoho. <00:00:15.996>I <00:00:15.997>work <00:00:15.999>for

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<00:00:16.000>Uh <00:00:16.100>my <00:00:16.200>name <00:00:16.300>is <00:00:16.400>April <00:00:16.500>Yoho. <00:00:16.600>I <00:00:16.700>work <00:00:16.800>for <00:00:16.900>GitHub. <00:00:17.000>I'm <00:00:17.100>a <00:00:17.200>senior <00:00:17.300>developer <00:00:17.400>advocate.

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<00:00:17.950>GitHub. <00:00:17.951>I'm <00:00:17.953>a <00:00:17.955>senior <00:00:17.957>developer <00:00:17.959>advocate.

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<00:00:17.960>GitHub. <00:00:18.060>I'm <00:00:18.160>a <00:00:18.260>senior <00:00:18.360>developer <00:00:18.460>advocate. <00:00:18.560>I'm <00:00:18.660>actually <00:00:18.760>based <00:00:18.860>out <00:00:18.960>of <00:00:19.060>the <00:00:19.160>UK, <00:00:19.260>so <00:00:19.360>I'm

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<00:00:19.630>I'm <00:00:19.631>actually <00:00:19.632>based <00:00:19.633>out <00:00:19.634>of <00:00:19.635>the <00:00:19.636>UK, <00:00:19.637>so <00:00:19.639>I'm

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<00:00:19.640>I'm <00:00:19.727>actually <00:00:19.815>based <00:00:19.902>out <00:00:19.990>of <00:00:20.077>the <00:00:20.165>UK, <00:00:20.252>so <00:00:20.340>I'm <00:00:20.427>here <00:00:20.515>in <00:00:20.602>EMEA. <00:00:20.690>I <00:00:20.777>work <00:00:20.865>with <00:00:20.952>customers <00:00:21.040>like

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<00:00:21.710>here <00:00:21.711>in <00:00:21.712>EMEA. <00:00:21.713>I <00:00:21.715>work <00:00:21.716>with <00:00:21.717>customers <00:00:21.718>like

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<00:00:21.720>here <00:00:21.794>in <00:00:21.868>EMEA. <00:00:21.942>I <00:00:22.016>work <00:00:22.090>with <00:00:22.164>customers <00:00:22.238>like <00:00:22.312>yourselves <00:00:22.386>and <00:00:22.460>I <00:00:22.534>work <00:00:22.608>with <00:00:22.683>the

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<00:00:22.790>yourselves <00:00:22.791>and <00:00:22.793>I <00:00:22.795>work <00:00:22.797>with <00:00:22.799>the

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<00:00:22.800>yourselves <00:00:22.916>and <00:00:23.033>I <00:00:23.150>work <00:00:23.266>with <00:00:23.383>the <00:00:23.500>community. <00:00:23.616>And <00:00:23.733>we're <00:00:23.850>going <00:00:23.966>to <00:00:24.083>talk <00:00:24.200>a

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<00:00:24.470>community. <00:00:24.471>And <00:00:24.473>we're <00:00:24.474>going <00:00:24.476>to <00:00:24.477>talk <00:00:24.479>a

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<00:00:24.480>community. <00:00:24.596>And <00:00:24.713>we're <00:00:24.830>going <00:00:24.946>to <00:00:25.063>talk <00:00:25.180>a <00:00:25.296>little <00:00:25.413>bit <00:00:25.530>about <00:00:25.646>Copilot <00:00:25.763>and <00:00:25.880>agentic

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<00:00:26.110>little <00:00:26.111>bit <00:00:26.113>about <00:00:26.115>Copilot <00:00:26.117>and <00:00:26.119>agentic

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<00:00:26.120>little <00:00:26.227>bit <00:00:26.334>about <00:00:26.441>Copilot <00:00:26.549>and <00:00:26.656>agentic <00:00:26.763>workflows <00:00:26.871>today. <00:00:26.978>So, <00:00:27.085>how <00:00:27.193>many <00:00:27.300>of <00:00:27.407>you <00:00:27.515>out

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<00:00:27.670>workflows <00:00:27.671>today. <00:00:27.672>So, <00:00:27.673>how <00:00:27.675>many <00:00:27.676>of <00:00:27.677>you <00:00:27.679>out

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<00:00:27.680>workflows <00:00:27.796>today. <00:00:27.913>So, <00:00:28.030>how <00:00:28.146>many <00:00:28.263>of <00:00:28.380>you <00:00:28.496>out <00:00:28.613>here <00:00:28.730>today <00:00:28.846>are <00:00:28.963>using <00:00:29.080>Copilot?

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<00:00:31.430>here <00:00:31.432>today <00:00:31.434>are <00:00:31.436>using <00:00:31.439>Copilot?

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<00:00:31.440>here <00:00:31.547>today <00:00:31.655>are <00:00:31.763>using <00:00:31.870>Copilot? <00:00:31.978>I <00:00:32.086>don't <00:00:32.193>see <00:00:32.301>every <00:00:32.409>hand. <00:00:32.516>By <00:00:32.624>the <00:00:32.732>end <00:00:32.840>of

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<00:00:33.150>I <00:00:33.151>don't <00:00:33.152>see <00:00:33.153>every <00:00:33.154>hand. <00:00:33.155>By <00:00:33.156>the <00:00:33.157>end <00:00:33.159>of

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<00:00:33.160>I <00:00:33.237>don't <00:00:33.315>see <00:00:33.393>every <00:00:33.471>hand. <00:00:33.548>By <00:00:33.626>the <00:00:33.704>end <00:00:33.782>of <00:00:33.860>it, <00:00:33.937>we <00:00:34.015>will. <00:00:34.093>Um <00:00:34.171>but <00:00:34.248>I <00:00:34.326>want <00:00:34.404>to <00:00:34.482>talk <00:00:34.559>about

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<00:00:35.470>it, <00:00:35.471>we <00:00:35.472>will. <00:00:35.473>Um <00:00:35.474>but <00:00:35.474>I <00:00:35.476>want <00:00:35.477>to <00:00:35.477>talk <00:00:35.479>about

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<00:00:35.480>it, <00:00:35.562>we <00:00:35.644>will. <00:00:35.727>Um <00:00:35.809>but <00:00:35.891>I <00:00:35.974>want <00:00:36.056>to <00:00:36.138>talk <00:00:36.221>about <00:00:36.303>being <00:00:36.385>a <00:00:36.468>developer. <00:00:36.550>I've <00:00:36.632>been <00:00:36.715>in <00:00:36.797>tech <00:00:36.879>for

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<00:00:37.630>being <00:00:37.631>a <00:00:37.632>developer. <00:00:37.633>I've <00:00:37.635>been <00:00:37.636>in <00:00:37.637>tech <00:00:37.639>for

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<00:00:37.640>being <00:00:37.727>a <00:00:37.814>developer. <00:00:37.901>I've <00:00:37.988>been <00:00:38.075>in <00:00:38.163>tech <00:00:38.250>for <00:00:38.337>a <00:00:38.424>very <00:00:38.511>long <00:00:38.599>time <00:00:38.686>and <00:00:38.773>I <00:00:38.860>start <00:00:38.947>off <00:00:39.035>in

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<00:00:39.190>a <00:00:39.191>very <00:00:39.192>long <00:00:39.193>time <00:00:39.194>and <00:00:39.195>I <00:00:39.196>start <00:00:39.197>off <00:00:39.199>in

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<00:00:39.200>a <00:00:39.307>very <00:00:39.415>long <00:00:39.523>time <00:00:39.630>and <00:00:39.738>I <00:00:39.846>start <00:00:39.953>off <00:00:40.061>in <00:00:40.169>technology <00:00:40.276>working <00:00:40.384>in <00:00:40.492>the <00:00:40.600>operational

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<00:00:40.790>technology <00:00:40.792>working <00:00:40.794>in <00:00:40.796>the <00:00:40.799>operational

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<00:00:40.800>technology <00:00:40.927>working <00:00:41.054>in <00:00:41.181>the <00:00:41.309>operational <00:00:41.436>space. <00:00:41.563>And <00:00:41.690>I <00:00:41.818>learned <00:00:41.945>about <00:00:42.072>how <00:00:42.199>to

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<00:00:42.470>space. <00:00:42.471>And <00:00:42.473>I <00:00:42.474>learned <00:00:42.476>about <00:00:42.477>how <00:00:42.479>to

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<00:00:42.480>space. <00:00:42.596>And <00:00:42.714>I <00:00:42.830>learned <00:00:42.947>about <00:00:43.065>how <00:00:43.181>to <00:00:43.299>automate <00:00:43.416>things. <00:00:43.532>I <00:00:43.650>started <00:00:43.766>using

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<00:00:43.910>automate <00:00:43.912>things. <00:00:43.914>I <00:00:43.916>started <00:00:43.919>using

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<00:00:43.920>automate <00:00:44.036>things. <00:00:44.153>I <00:00:44.270>started <00:00:44.386>using <00:00:44.503>scripts. <00:00:44.620>And <00:00:44.736>then <00:00:44.853>I <00:00:44.970>learned <00:00:45.086>I <00:00:45.203>was <00:00:45.320>a

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<00:00:45.790>scripts. <00:00:45.791>And <00:00:45.792>then <00:00:45.793>I <00:00:45.795>learned <00:00:45.796>I <00:00:45.797>was <00:00:45.799>a

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<00:00:45.800>scripts. <00:00:45.907>And <00:00:46.015>then <00:00:46.123>I <00:00:46.230>learned <00:00:46.338>I <00:00:46.446>was <00:00:46.553>a <00:00:46.661>developer. <00:00:46.769>And <00:00:46.876>when <00:00:46.984>I <00:00:47.092>started <00:00:47.199>writing

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<00:00:47.710>developer. <00:00:47.711>And <00:00:47.713>when <00:00:47.715>I <00:00:47.717>started <00:00:47.719>writing

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<00:00:47.720>developer. <00:00:47.836>And <00:00:47.953>when <00:00:48.070>I <00:00:48.186>started <00:00:48.303>writing <00:00:48.420>code, <00:00:48.536>I <00:00:48.653>got <00:00:48.769>really <00:00:48.886>excited. <00:00:49.003>I'm <00:00:49.120>like,

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<00:00:49.550>code, <00:00:49.551>I <00:00:49.553>got <00:00:49.554>really <00:00:49.556>excited. <00:00:49.557>I'm <00:00:49.559>like,

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<00:00:49.560>code, <00:00:49.642>I <00:00:49.724>got <00:00:49.806>really <00:00:49.888>excited. <00:00:49.970>I'm <00:00:50.052>like, <00:00:50.134>I'm <00:00:50.216>going <00:00:50.298>to <00:00:50.380>get <00:00:50.462>to <00:00:50.544>do <00:00:50.626>this <00:00:50.708>for <00:00:50.790>8 <00:00:50.872>to <00:00:50.955>10

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<00:00:51.110>I'm <00:00:51.110>going <00:00:51.111>to <00:00:51.112>get <00:00:51.113>to <00:00:51.114>do <00:00:51.115>this <00:00:51.116>for <00:00:51.117>8 <00:00:51.118>to <00:00:51.119>10

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<00:00:51.120>I'm <00:00:51.193>going <00:00:51.267>to <00:00:51.341>get <00:00:51.414>to <00:00:51.488>do <00:00:51.562>this <00:00:51.635>for <00:00:51.709>8 <00:00:51.783>to <00:00:51.856>10 <00:00:51.930>hours <00:00:52.004>a <00:00:52.077>day. <00:00:52.151>But <00:00:52.225>the <00:00:52.298>reality <00:00:52.372>is, <00:00:52.446>as <00:00:52.519>a

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<00:00:53.430>hours <00:00:53.431>a <00:00:53.432>day. <00:00:53.433>But <00:00:53.434>the <00:00:53.435>reality <00:00:53.436>is, <00:00:53.437>as <00:00:53.439>a

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<00:00:53.440>hours <00:00:53.522>a <00:00:53.604>day. <00:00:53.687>But <00:00:53.769>the <00:00:53.851>reality <00:00:53.934>is, <00:00:54.016>as <00:00:54.098>a <00:00:54.181>developer, <00:00:54.263>I <00:00:54.345>don't. <00:00:54.428>I <00:00:54.510>spend <00:00:54.592>a <00:00:54.675>lot <00:00:54.757>of <00:00:54.839>my

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<00:00:55.670>developer, <00:00:55.671>I <00:00:55.672>don't. <00:00:55.673>I <00:00:55.674>spend <00:00:55.675>a <00:00:55.676>lot <00:00:55.677>of <00:00:55.679>my

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<00:00:55.680>developer, <00:00:55.773>I <00:00:55.866>don't. <00:00:55.960>I <00:00:56.053>spend <00:00:56.146>a <00:00:56.240>lot <00:00:56.333>of <00:00:56.426>my <00:00:56.519>time <00:00:56.613>doing <00:00:56.706>other <00:00:56.800>things. <00:00:56.893>I <00:00:56.986>need <00:00:57.080>to

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<00:00:57.630>time <00:00:57.631>doing <00:00:57.633>other <00:00:57.634>things. <00:00:57.636>I <00:00:57.637>need <00:00:57.639>to

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<00:00:57.640>time <00:00:57.747>doing <00:00:57.855>other <00:00:57.963>things. <00:00:58.070>I <00:00:58.178>need <00:00:58.286>to <00:00:58.393>maximize <00:00:58.501>the <00:00:58.609>time <00:00:58.716>I <00:00:58.824>actually <00:00:58.932>have <00:00:59.040>to

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<00:00:59.670>maximize <00:00:59.671>the <00:00:59.673>time <00:00:59.674>I <00:00:59.676>actually <00:00:59.677>have <00:00:59.679>to

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<00:00:59.680>maximize <00:00:59.787>the <00:00:59.895>time <00:01:00.003>I <00:01:00.110>actually <00:01:00.218>have <00:01:00.326>to <00:01:00.433>write <00:01:00.541>code. <00:01:00.649>And <00:01:00.756>also, <00:01:00.864>I'll <00:01:00.972>be <00:01:01.080>really

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<00:01:01.670>write <00:01:01.671>code. <00:01:01.673>And <00:01:01.674>also, <00:01:01.676>I'll <00:01:01.677>be <00:01:01.679>really

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<00:01:01.680>write <00:01:01.773>code. <00:01:01.866>And <00:01:01.960>also, <00:01:02.053>I'll <00:01:02.146>be <00:01:02.240>really <00:01:02.333>honest. <00:01:02.426>We <00:01:02.519>are <00:01:02.613>all <00:01:02.706>in <00:01:02.800>the <00:01:02.893>jobs <00:01:02.986>we're <00:01:03.080>in

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<00:01:03.710>honest. <00:01:03.711>We <00:01:03.712>are <00:01:03.713>all <00:01:03.714>in <00:01:03.715>the <00:01:03.716>jobs <00:01:03.717>we're <00:01:03.719>in

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<00:01:03.720>honest. <00:01:03.804>We <00:01:03.889>are <00:01:03.974>all <00:01:04.059>in <00:01:04.144>the <00:01:04.229>jobs <00:01:04.314>we're <00:01:04.399>in <00:01:04.483>because <00:01:04.568>we <00:01:04.653>love <00:01:04.738>what <00:01:04.823>we <00:01:04.908>do <00:01:04.993>and <00:01:05.078>love

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<00:01:05.229>because <00:01:05.230>we <00:01:05.231>love <00:01:05.232>what <00:01:05.234>we <00:01:05.235>do <00:01:05.236>and <00:01:05.238>love

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<00:01:05.239>because <00:01:05.332>we <00:01:05.425>love <00:01:05.519>what <00:01:05.612>we <00:01:05.705>do <00:01:05.799>and <00:01:05.892>love <00:01:05.985>writing <00:01:06.079>code. <00:01:06.172>And <00:01:06.265>AI <00:01:06.359>has <00:01:06.452>played <00:01:06.545>a <00:01:06.639>big

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<00:01:06.870>writing <00:01:06.871>code. <00:01:06.872>And <00:01:06.873>AI <00:01:06.875>has <00:01:06.876>played <00:01:06.877>a <00:01:06.878>big

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<00:01:06.880>writing <00:01:06.979>code. <00:01:07.080>And <00:01:07.179>AI <00:01:07.280>has <00:01:07.380>played <00:01:07.479>a <00:01:07.580>big <00:01:07.679>part <00:01:07.780>into <00:01:07.880>that. <00:01:07.979>So, <00:01:08.080>here <00:01:08.179>at <00:01:08.280>GitHub,

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<00:01:08.750>part <00:01:08.751>into <00:01:08.753>that. <00:01:08.754>So, <00:01:08.756>here <00:01:08.757>at <00:01:08.759>GitHub,

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<00:01:08.760>part <00:01:08.860>into <00:01:08.960>that. <00:01:09.060>So, <00:01:09.160>here <00:01:09.260>at <00:01:09.360>GitHub, <00:01:09.460>we're <00:01:09.560>very <00:01:09.660>much <00:01:09.760>uh <00:01:09.860>conscious <00:01:09.960>of <00:01:10.060>what <00:01:10.160>the

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<00:01:10.710>we're <00:01:10.711>very <00:01:10.712>much <00:01:10.713>uh <00:01:10.715>conscious <00:01:10.716>of <00:01:10.717>what <00:01:10.719>the

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<00:01:10.720>we're <00:01:10.820>very <00:01:10.920>much <00:01:11.020>uh <00:01:11.120>conscious <00:01:11.220>of <00:01:11.320>what <00:01:11.420>the <00:01:11.520>developer <00:01:11.620>experience <00:01:11.720>is <00:01:11.820>like <00:01:11.920>and <00:01:12.020>how <00:01:12.120>we

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<00:01:12.430>developer <00:01:12.431>experience <00:01:12.433>is <00:01:12.434>like <00:01:12.436>and <00:01:12.437>how <00:01:12.439>we

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<00:01:12.440>developer <00:01:12.556>experience <00:01:12.673>is <00:01:12.789>like <00:01:12.906>and <00:01:13.023>how <00:01:13.140>we <00:01:13.256>can <00:01:13.373>make <00:01:13.490>that <00:01:13.606>better <00:01:13.723>for <00:01:13.840>you.

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<00:01:14.630>can <00:01:14.631>make <00:01:14.633>that <00:01:14.635>better <00:01:14.637>for <00:01:14.639>you.

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<00:01:14.640>can <00:01:14.729>make <00:01:14.818>that <00:01:14.908>better <00:01:14.997>for <00:01:15.086>you. <00:01:15.176>So, <00:01:15.265>I <00:01:15.354>want <00:01:15.444>to <00:01:15.533>talk <00:01:15.622>about <00:01:15.712>agents <00:01:15.801>and <00:01:15.891>what

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<00:01:16.030>So, <00:01:16.031>I <00:01:16.032>want <00:01:16.033>to <00:01:16.034>talk <00:01:16.035>about <00:01:16.036>agents <00:01:16.037>and <00:01:16.038>what

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<00:01:16.039>So, <00:01:16.122>I <00:01:16.205>want <00:01:16.288>to <00:01:16.370>talk <00:01:16.453>about <00:01:16.536>agents <00:01:16.618>and <00:01:16.701>what <00:01:16.784>makes <00:01:16.866>them <00:01:16.949>special. <00:01:17.032>How <00:01:17.114>many <00:01:17.197>of <00:01:17.280>you <00:01:17.363>are

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<00:01:17.510>makes <00:01:17.511>them <00:01:17.512>special. <00:01:17.513>How <00:01:17.515>many <00:01:17.516>of <00:01:17.517>you <00:01:17.518>are

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<00:01:17.520>makes <00:01:17.660>them <00:01:17.800>special. <00:01:17.940>How <00:01:18.080>many <00:01:18.220>of <00:01:18.360>you <00:01:18.500>are <00:01:18.640>using <00:01:18.780>agents <00:01:18.920>today?

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<00:01:20.350>using <00:01:20.354>agents <00:01:20.359>today?

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<00:01:20.360>using <00:01:20.452>agents <00:01:20.545>today? <00:01:20.638>Very <00:01:20.730>good. <00:01:20.823>How <00:01:20.916>many <00:01:21.008>of <00:01:21.101>you <00:01:21.194>have <00:01:21.287>not

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<00:01:21.390>Very <00:01:21.391>good. <00:01:21.392>How <00:01:21.393>many <00:01:21.395>of <00:01:21.396>you <00:01:21.397>have <00:01:21.399>not

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<00:01:21.400>Very <00:01:21.527>good. <00:01:21.654>How <00:01:21.781>many <00:01:21.909>of <00:01:22.036>you <00:01:22.163>have <00:01:22.290>not <00:01:22.418>touched <00:01:22.545>an <00:01:22.672>agent <00:01:22.800>yet?

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<00:01:23.550>touched <00:01:23.553>an <00:01:23.556>agent <00:01:23.559>yet?

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<00:01:23.560>touched <00:01:23.700>an <00:01:23.840>agent <00:01:23.980>yet? <00:01:24.120>Anyone? <00:01:24.260>A <00:01:24.400>couple <00:01:24.540>people <00:01:24.680>in <00:01:24.820>the <00:01:24.960>back,

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<00:01:25.390>Anyone? <00:01:25.391>A <00:01:25.393>couple <00:01:25.394>people <00:01:25.396>in <00:01:25.397>the <00:01:25.399>back,

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<00:01:25.400>Anyone? <00:01:25.507>A <00:01:25.615>couple <00:01:25.723>people <00:01:25.830>in <00:01:25.938>the <00:01:26.046>back, <00:01:26.153>that's <00:01:26.261>okay. <00:01:26.369>But <00:01:26.476>why <00:01:26.584>are <00:01:26.692>agents <00:01:26.800>really

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<00:01:27.630>that's <00:01:27.631>okay. <00:01:27.633>But <00:01:27.634>why <00:01:27.636>are <00:01:27.637>agents <00:01:27.639>really

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<00:01:27.640>that's <00:01:27.738>okay. <00:01:27.836>But <00:01:27.934>why <00:01:28.033>are <00:01:28.131>agents <00:01:28.229>really <00:01:28.327>powerful? <00:01:28.426>I <00:01:28.524>mean, <00:01:28.622>when <00:01:28.720>we <00:01:28.819>launched

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<00:01:28.950>powerful? <00:01:28.951>I <00:01:28.953>mean, <00:01:28.955>when <00:01:28.957>we <00:01:28.959>launched

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<00:01:28.960>powerful? <00:01:29.067>I <00:01:29.175>mean, <00:01:29.283>when <00:01:29.390>we <00:01:29.498>launched <00:01:29.606>GitHub <00:01:29.713>Copilot, <00:01:29.821>and <00:01:29.929>I <00:01:30.036>think <00:01:30.144>it's <00:01:30.252>been <00:01:30.360>5

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<00:01:30.990>GitHub <00:01:30.991>Copilot, <00:01:30.992>and <00:01:30.993>I <00:01:30.995>think <00:01:30.996>it's <00:01:30.997>been <00:01:30.999>5

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<00:01:31.000>GitHub <00:01:31.087>Copilot, <00:01:31.175>and <00:01:31.262>I <00:01:31.350>think <00:01:31.437>it's <00:01:31.525>been <00:01:31.612>5 <00:01:31.700>years <00:01:31.787>now, <00:01:31.875>5 <00:01:31.962>years, <00:01:32.050>uh <00:01:32.137>it <00:01:32.225>was <00:01:32.312>very <00:01:32.400>much

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<00:01:33.950>years <00:01:33.951>now, <00:01:33.952>5 <00:01:33.953>years, <00:01:33.954>uh <00:01:33.955>it <00:01:33.956>was <00:01:33.957>very <00:01:33.959>much

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<00:01:33.960>years <00:01:34.053>now, <00:01:34.146>5 <00:01:34.240>years, <00:01:34.333>uh <00:01:34.426>it <00:01:34.520>was <00:01:34.613>very <00:01:34.706>much <00:01:34.800>auto <00:01:34.893>complete. <00:01:34.986>And <00:01:35.080>we've <00:01:35.173>moved <00:01:35.266>into <00:01:35.360>this

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<00:01:35.590>auto <00:01:35.591>complete. <00:01:35.593>And <00:01:35.594>we've <00:01:35.596>moved <00:01:35.597>into <00:01:35.598>this

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<00:01:35.600>auto <00:01:35.693>complete. <00:01:35.786>And <00:01:35.880>we've <00:01:35.973>moved <00:01:36.066>into <00:01:36.160>this <00:01:36.253>era <00:01:36.346>of <00:01:36.440>agentic <00:01:36.533>AI <00:01:36.626>where <00:01:36.720>we <00:01:36.813>can <00:01:36.906>do <00:01:37.000>things

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<00:01:38.110>era <00:01:38.111>of <00:01:38.112>agentic <00:01:38.113>AI <00:01:38.114>where <00:01:38.115>we <00:01:38.116>can <00:01:38.117>do <00:01:38.119>things

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<00:01:38.120>era <00:01:38.202>of <00:01:38.284>agentic <00:01:38.367>AI <00:01:38.449>where <00:01:38.531>we <00:01:38.614>can <00:01:38.696>do <00:01:38.778>things <00:01:38.861>a <00:01:38.943>lot <00:01:39.025>more <00:01:39.108>with <00:01:39.190>with <00:01:39.272>our <00:01:39.355>agents. <00:01:39.437>We <00:01:39.520>can

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<00:01:39.750>a <00:01:39.751>lot <00:01:39.752>more <00:01:39.753>with <00:01:39.754>with <00:01:39.755>our <00:01:39.756>agents. <00:01:39.757>We <00:01:39.758>can

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<00:01:39.759>a <00:01:39.847>lot <00:01:39.935>more <00:01:40.023>with <00:01:40.111>with <00:01:40.199>our <00:01:40.287>agents. <00:01:40.375>We <00:01:40.463>can <00:01:40.551>explore <00:01:40.639>our <00:01:40.727>projects. <00:01:40.815>We <00:01:40.903>can

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<00:01:41.030>explore <00:01:41.032>our <00:01:41.034>projects. <00:01:41.036>We <00:01:41.038>can

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<00:01:41.039>explore <00:01:41.167>our <00:01:41.294>projects. <00:01:41.421>We <00:01:41.549>can <00:01:41.676>autonomously <00:01:41.803>do <00:01:41.930>things. <00:01:42.058>I <00:01:42.185>set <00:01:42.312>an <00:01:42.440>agent

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<00:01:43.310>autonomously <00:01:43.311>do <00:01:43.313>things. <00:01:43.314>I <00:01:43.316>set <00:01:43.317>an <00:01:43.318>agent

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<00:01:43.320>autonomously <00:01:43.407>do <00:01:43.494>things. <00:01:43.582>I <00:01:43.669>set <00:01:43.757>an <00:01:43.845>agent <00:01:43.932>off <00:01:44.020>on <00:01:44.107>a <00:01:44.195>task. <00:01:44.282>I <00:01:44.369>go <00:01:44.457>do <00:01:44.544>another <00:01:44.632>task. <00:01:44.720>I'm

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<00:01:45.590>off <00:01:45.591>on <00:01:45.592>a <00:01:45.593>task. <00:01:45.594>I <00:01:45.595>go <00:01:45.596>do <00:01:45.597>another <00:01:45.598>task. <00:01:45.598>I'm

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<00:01:45.600>off <00:01:45.682>on <00:01:45.764>a <00:01:45.847>task. <00:01:45.929>I <00:01:46.011>go <00:01:46.094>do <00:01:46.176>another <00:01:46.258>task. <00:01:46.341>I'm <00:01:46.423>able <00:01:46.505>to <00:01:46.588>maximize <00:01:46.670>my <00:01:46.752>time. <00:01:46.835>And <00:01:46.917>they <00:01:47.000>can

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<00:01:47.350>able <00:01:47.351>to <00:01:47.352>maximize <00:01:47.353>my <00:01:47.355>time. <00:01:47.356>And <00:01:47.357>they <00:01:47.359>can

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<00:01:47.360>able <00:01:47.460>to <00:01:47.560>maximize <00:01:47.660>my <00:01:47.760>time. <00:01:47.860>And <00:01:47.960>they <00:01:48.060>can <00:01:48.160>self-heal <00:01:48.260>because <00:01:48.360>as <00:01:48.460>a <00:01:48.560>human, <00:01:48.660>I <00:01:48.760>make

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<00:01:49.670>self-heal <00:01:49.671>because <00:01:49.673>as <00:01:49.674>a <00:01:49.676>human, <00:01:49.677>I <00:01:49.679>make

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<00:01:49.680>self-heal <00:01:49.835>because <00:01:49.991>as <00:01:50.146>a <00:01:50.302>human, <00:01:50.457>I <00:01:50.613>make <00:01:50.768>mistakes <00:01:50.924>as <00:01:51.080>well.

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<00:01:51.550>mistakes <00:01:51.554>as <00:01:51.559>well.

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<00:01:51.560>mistakes <00:01:51.687>as <00:01:51.814>well. <00:01:51.941>So, <00:01:52.069>when <00:01:52.196>we <00:01:52.323>talk <00:01:52.450>about <00:01:52.578>agents, <00:01:52.705>I <00:01:52.832>want <00:01:52.960>to

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<00:01:53.430>So, <00:01:53.431>when <00:01:53.432>we <00:01:53.433>talk <00:01:53.434>about <00:01:53.435>agents, <00:01:53.436>I <00:01:53.437>want <00:01:53.439>to

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<00:01:53.440>So, <00:01:53.533>when <00:01:53.626>we <00:01:53.720>talk <00:01:53.813>about <00:01:53.906>agents, <00:01:54.000>I <00:01:54.093>want <00:01:54.186>to <00:01:54.280>be <00:01:54.373>really <00:01:54.466>clear <00:01:54.560>here. <00:01:54.653>Context <00:01:54.746>is <00:01:54.840>key.

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<00:01:56.789>be <00:01:56.791>really <00:01:56.792>clear <00:01:56.794>here. <00:01:56.795>Context <00:01:56.797>is <00:01:56.798>key.

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<00:01:56.800>be <00:01:56.907>really <00:01:57.015>clear <00:01:57.123>here. <00:01:57.230>Context <00:01:57.338>is <00:01:57.446>key. <00:01:57.553>We <00:01:57.661>don't <00:01:57.769>want <00:01:57.876>to <00:01:57.984>give <00:01:58.092>agents <00:01:58.200>everything.

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<00:01:59.310>We <00:01:59.311>don't <00:01:59.313>want <00:01:59.314>to <00:01:59.316>give <00:01:59.317>agents <00:01:59.318>everything.

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<00:01:59.320>We <00:01:59.419>don't <00:01:59.520>want <00:01:59.619>to <00:01:59.720>give <00:01:59.820>agents <00:01:59.919>everything. <00:02:00.020>We <00:02:00.119>want <00:02:00.220>to <00:02:00.320>give <00:02:00.419>them <00:02:00.520>only <00:02:00.619>what <00:02:00.720>matters.

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<00:02:02.030>We <00:02:02.031>want <00:02:02.032>to <00:02:02.033>give <00:02:02.035>them <00:02:02.036>only <00:02:02.037>what <00:02:02.039>matters.

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<00:02:02.040>We <00:02:02.167>want <00:02:02.294>to <00:02:02.421>give <00:02:02.549>them <00:02:02.676>only <00:02:02.803>what <00:02:02.930>matters. <00:02:03.058>Does <00:02:03.185>that <00:02:03.312>make <00:02:03.440>sense?

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<00:02:04.030>Does <00:02:04.033>that <00:02:04.036>make <00:02:04.039>sense?

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<00:02:04.040>Does <00:02:04.167>that <00:02:04.294>make <00:02:04.421>sense? <00:02:04.549>If <00:02:04.676>we <00:02:04.803>give <00:02:04.930>too <00:02:05.058>much <00:02:05.185>context, <00:02:05.312>they <00:02:05.440>can't

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<00:02:05.870>If <00:02:05.871>we <00:02:05.872>give <00:02:05.873>too <00:02:05.875>much <00:02:05.876>context, <00:02:05.877>they <00:02:05.878>can't

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<00:02:05.880>If <00:02:05.953>we <00:02:06.027>give <00:02:06.101>too <00:02:06.175>much <00:02:06.249>context, <00:02:06.323>they <00:02:06.397>can't <00:02:06.471>absorb <00:02:06.545>it. <00:02:06.619>We <00:02:06.693>need <00:02:06.767>to <00:02:06.841>give <00:02:06.915>them

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<00:02:07.030>absorb <00:02:07.031>it. <00:02:07.033>We <00:02:07.034>need <00:02:07.036>to <00:02:07.037>give <00:02:07.039>them

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<00:02:07.040>absorb <00:02:07.117>it. <00:02:07.194>We <00:02:07.271>need <00:02:07.349>to <00:02:07.426>give <00:02:07.503>them <00:02:07.580>boundaries. <00:02:07.658>We <00:02:07.735>need <00:02:07.812>to <00:02:07.889>give <00:02:07.967>them

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<00:02:08.070>boundaries. <00:02:08.071>We <00:02:08.073>need <00:02:08.075>to <00:02:08.077>give <00:02:08.079>them

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<00:02:08.080>boundaries. <00:02:08.276>We <00:02:08.472>need <00:02:08.669>to <00:02:08.865>give <00:02:09.061>them <00:02:09.258>guidelines.

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guidelines.

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<00:02:09.399>guidelines. <00:02:09.538>We <00:02:09.679>need <00:02:09.818>to <00:02:09.959>be <00:02:10.098>able <00:02:10.239>to <00:02:10.378>give <00:02:10.519>an <00:02:10.658>agent <00:02:10.799>the

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<00:02:11.030>We <00:02:11.031>need <00:02:11.032>to <00:02:11.032>be <00:02:11.033>able <00:02:11.035>to <00:02:11.036>give <00:02:11.037>an <00:02:11.037>agent <00:02:11.038>the

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<00:02:11.039>We <00:02:11.127>need <00:02:11.215>to <00:02:11.302>be <00:02:11.390>able <00:02:11.477>to <00:02:11.565>give <00:02:11.652>an <00:02:11.739>agent <00:02:11.827>the <00:02:11.915>job, <00:02:12.002>the <00:02:12.090>standards, <00:02:12.177>and <00:02:12.265>we <00:02:12.352>want <00:02:12.440>the

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<00:02:12.949>job, <00:02:12.950>the <00:02:12.952>standards, <00:02:12.953>and <00:02:12.955>we <00:02:12.956>want <00:02:12.958>the

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<00:02:12.959>job, <00:02:13.066>the <00:02:13.174>standards, <00:02:13.282>and <00:02:13.389>we <00:02:13.497>want <00:02:13.605>the <00:02:13.712>agent <00:02:13.820>to <00:02:13.928>understand <00:02:14.035>how <00:02:14.143>we're <00:02:14.251>coding <00:02:14.359>in

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<00:02:14.710>agent <00:02:14.711>to <00:02:14.713>understand <00:02:14.714>how <00:02:14.716>we're <00:02:14.717>coding <00:02:14.719>in

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<00:02:14.720>agent <00:02:14.836>to <00:02:14.953>understand <00:02:15.070>how <00:02:15.186>we're <00:02:15.303>coding <00:02:15.420>in <00:02:15.536>our <00:02:15.653>organization, <00:02:15.770>so <00:02:15.886>it <00:02:16.003>puts <00:02:16.120>outputs

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<00:02:16.550>our <00:02:16.551>organization, <00:02:16.553>so <00:02:16.555>it <00:02:16.557>puts <00:02:16.559>outputs

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<00:02:16.560>our <00:02:16.667>organization, <00:02:16.775>so <00:02:16.883>it <00:02:16.990>puts <00:02:17.098>outputs <00:02:17.206>better <00:02:17.313>code <00:02:17.421>for <00:02:17.529>us. <00:02:17.636>We <00:02:17.744>want <00:02:17.852>to <00:02:17.960>waste

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<00:02:18.590>better <00:02:18.591>code <00:02:18.592>for <00:02:18.593>us. <00:02:18.595>We <00:02:18.596>want <00:02:18.597>to <00:02:18.599>waste

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<00:02:18.600>better <00:02:18.707>code <00:02:18.815>for <00:02:18.923>us. <00:02:19.030>We <00:02:19.138>want <00:02:19.246>to <00:02:19.353>waste <00:02:19.461>fewer <00:02:19.569>tokens, <00:02:19.676>and <00:02:19.784>the <00:02:19.892>agents <00:02:20.000>themselves

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<00:02:20.470>fewer <00:02:20.471>tokens, <00:02:20.473>and <00:02:20.475>the <00:02:20.477>agents <00:02:20.478>themselves

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<00:02:20.480>fewer <00:02:20.612>tokens, <00:02:20.744>and <00:02:20.876>the <00:02:21.008>agents <00:02:21.141>themselves <00:02:21.273>aren't <00:02:21.405>guessing. <00:02:21.537>We <00:02:21.669>have <00:02:21.802>less

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<00:02:21.949>aren't <00:02:21.951>guessing. <00:02:21.953>We <00:02:21.955>have <00:02:21.958>less

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<00:02:21.959>aren't <00:02:22.114>guessing. <00:02:22.270>We <00:02:22.425>have <00:02:22.581>less <00:02:22.736>repetition, <00:02:22.892>fewer <00:02:23.047>questions, <00:02:23.203>and <00:02:23.359>fewer

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<00:02:23.790>repetition, <00:02:23.792>fewer <00:02:23.794>questions, <00:02:23.796>and <00:02:23.799>fewer

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<00:02:23.800>repetition, <00:02:23.940>fewer <00:02:24.080>questions, <00:02:24.220>and <00:02:24.360>fewer <00:02:24.500>iterations. <00:02:24.640>So, <00:02:24.780>today <00:02:24.920>we're <00:02:25.060>going <00:02:25.200>to

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<00:02:25.510>iterations. <00:02:25.511>So, <00:02:25.513>today <00:02:25.515>we're <00:02:25.517>going <00:02:25.519>to

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<00:02:25.520>iterations. <00:02:25.627>So, <00:02:25.735>today <00:02:25.843>we're <00:02:25.950>going <00:02:26.058>to <00:02:26.166>talk <00:02:26.273>about <00:02:26.381>how <00:02:26.489>we <00:02:26.596>actually <00:02:26.704>can <00:02:26.812>do <00:02:26.920>that

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<00:02:27.310>talk <00:02:27.311>about <00:02:27.312>how <00:02:27.313>we <00:02:27.315>actually <00:02:27.316>can <00:02:27.317>do <00:02:27.319>that

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<00:02:27.320>talk <00:02:27.459>about <00:02:27.600>how <00:02:27.739>we <00:02:27.880>actually <00:02:28.019>can <00:02:28.160>do <00:02:28.299>that <00:02:28.440>with <00:02:28.579>our <00:02:28.720>agents.

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<00:02:29.190>with <00:02:29.194>our <00:02:29.198>agents.

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<00:02:29.200>with <00:02:29.375>our <00:02:29.549>agents. <00:02:29.725>Now, <00:02:29.899>when <00:02:30.075>we're <00:02:30.250>working <00:02:30.424>with <00:02:30.600>context,

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<00:02:31.070>Now, <00:02:31.071>when <00:02:31.073>we're <00:02:31.075>working <00:02:31.077>with <00:02:31.078>context,

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<00:02:31.079>Now, <00:02:31.169>when <00:02:31.258>we're <00:02:31.347>working <00:02:31.436>with <00:02:31.526>context, <00:02:31.615>we're <00:02:31.704>going <00:02:31.794>to <00:02:31.883>focus <00:02:31.972>on <00:02:32.061>the <00:02:32.151>context

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<00:02:32.270>we're <00:02:32.271>going <00:02:32.273>to <00:02:32.274>focus <00:02:32.276>on <00:02:32.277>the <00:02:32.279>context

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<00:02:32.280>we're <00:02:32.373>going <00:02:32.466>to <00:02:32.560>focus <00:02:32.653>on <00:02:32.746>the <00:02:32.840>context <00:02:32.933>here. <00:02:33.026>Now, <00:02:33.120>as <00:02:33.213>a <00:02:33.306>human, <00:02:33.400>if <00:02:33.493>you <00:02:33.586>assign <00:02:33.680>me

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<00:02:34.990>here. <00:02:34.991>Now, <00:02:34.992>as <00:02:34.993>a <00:02:34.994>human, <00:02:34.995>if <00:02:34.996>you <00:02:34.997>assign <00:02:34.999>me

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<00:02:35.000>here. <00:02:35.132>Now, <00:02:35.264>as <00:02:35.396>a <00:02:35.529>human, <00:02:35.661>if <00:02:35.793>you <00:02:35.926>assign <00:02:36.058>me <00:02:36.190>a <00:02:36.323>task,

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<00:02:36.470>a <00:02:36.478>task,

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<00:02:36.480>a <00:02:36.619>task, <00:02:36.760>but <00:02:36.899>you <00:02:37.040>don't <00:02:37.179>tell <00:02:37.320>me <00:02:37.459>what <00:02:37.600>to <00:02:37.739>do, <00:02:37.880>what's

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<00:02:38.310>but <00:02:38.311>you <00:02:38.312>don't <00:02:38.313>tell <00:02:38.314>me <00:02:38.315>what <00:02:38.316>to <00:02:38.317>do, <00:02:38.319>what's

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<00:02:38.320>but <00:02:38.433>you <00:02:38.547>don't <00:02:38.661>tell <00:02:38.774>me <00:02:38.888>what <00:02:39.002>to <00:02:39.116>do, <00:02:39.229>what's <00:02:39.343>our <00:02:39.457>next <00:02:39.571>step?

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<00:02:39.710>our <00:02:39.714>next <00:02:39.719>step?

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<00:02:39.720>our <00:02:39.836>next <00:02:39.953>step? <00:02:40.070>Do <00:02:40.186>we <00:02:40.303>start <00:02:40.420>coding? <00:02:40.536>Do <00:02:40.653>we <00:02:40.770>spend <00:02:40.886>a <00:02:41.003>lot <00:02:41.120>of

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<00:02:41.670>Do <00:02:41.671>we <00:02:41.672>start <00:02:41.673>coding? <00:02:41.674>Do <00:02:41.675>we <00:02:41.676>spend <00:02:41.677>a <00:02:41.678>lot <00:02:41.679>of

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<00:02:41.680>Do <00:02:41.767>we <00:02:41.855>start <00:02:41.942>coding? <00:02:42.030>Do <00:02:42.117>we <00:02:42.205>spend <00:02:42.292>a <00:02:42.380>lot <00:02:42.467>of <00:02:42.555>wasted <00:02:42.642>time? <00:02:42.730>So, <00:02:42.817>if <00:02:42.905>we <00:02:42.992>can <00:02:43.080>provide

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<00:02:43.829>wasted <00:02:43.831>time? <00:02:43.833>So, <00:02:43.834>if <00:02:43.835>we <00:02:43.837>can <00:02:43.839>provide

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<00:02:43.840>wasted <00:02:43.956>time? <00:02:44.073>So, <00:02:44.190>if <00:02:44.306>we <00:02:44.423>can <00:02:44.540>provide <00:02:44.656>Copilot <00:02:44.773>that <00:02:44.890>context <00:02:45.006>up <00:02:45.123>front, <00:02:45.240>we're

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<00:02:46.150>Copilot <00:02:46.151>that <00:02:46.153>context <00:02:46.155>up <00:02:46.157>front, <00:02:46.159>we're

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<00:02:46.160>Copilot <00:02:46.267>that <00:02:46.375>context <00:02:46.483>up <00:02:46.590>front, <00:02:46.698>we're <00:02:46.806>going <00:02:46.913>to <00:02:47.021>get <00:02:47.129>better <00:02:47.236>output. <00:02:47.344>So, <00:02:47.452>when <00:02:47.560>we

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<00:02:47.750>going <00:02:47.751>to <00:02:47.752>get <00:02:47.753>better <00:02:47.755>output. <00:02:47.756>So, <00:02:47.757>when <00:02:47.759>we

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<00:02:47.760>going <00:02:47.899>to <00:02:48.040>get <00:02:48.179>better <00:02:48.320>output. <00:02:48.459>So, <00:02:48.600>when <00:02:48.739>we <00:02:48.880>have <00:02:49.019>custom <00:02:49.160>agents,

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<00:02:50.630>have <00:02:50.634>custom <00:02:50.638>agents,

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<00:02:50.640>have <00:02:50.779>custom <00:02:50.920>agents, <00:02:51.059>we <00:02:51.200>use <00:02:51.339>these <00:02:51.480>as <00:02:51.619>markdown <00:02:51.760>files. <00:02:51.899>I <00:02:52.040>can

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<00:02:52.710>we <00:02:52.711>use <00:02:52.712>these <00:02:52.713>as <00:02:52.715>markdown <00:02:52.716>files. <00:02:52.717>I <00:02:52.719>can

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<00:02:52.720>we <00:02:52.813>use <00:02:52.906>these <00:02:53.000>as <00:02:53.093>markdown <00:02:53.186>files. <00:02:53.280>I <00:02:53.373>can <00:02:53.466>take <00:02:53.560>an <00:02:53.653>agent, <00:02:53.746>customize <00:02:53.840>what <00:02:53.933>I <00:02:54.026>want <00:02:54.120>it

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<00:02:54.910>take <00:02:54.911>an <00:02:54.912>agent, <00:02:54.913>customize <00:02:54.915>what <00:02:54.916>I <00:02:54.917>want <00:02:54.919>it

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<00:02:54.920>take <00:02:55.007>an <00:02:55.095>agent, <00:02:55.182>customize <00:02:55.270>what <00:02:55.357>I <00:02:55.445>want <00:02:55.532>it <00:02:55.620>to <00:02:55.707>do, <00:02:55.795>and <00:02:55.882>give <00:02:55.970>it <00:02:56.057>that <00:02:56.145>task. <00:02:56.232>And <00:02:56.320>then,

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<00:02:57.230>to <00:02:57.231>do, <00:02:57.232>and <00:02:57.233>give <00:02:57.234>it <00:02:57.235>that <00:02:57.236>task. <00:02:57.237>And <00:02:57.239>then,

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<00:02:57.240>to <00:02:57.327>do, <00:02:57.415>and <00:02:57.502>give <00:02:57.590>it <00:02:57.677>that <00:02:57.765>task. <00:02:57.852>And <00:02:57.940>then, <00:02:58.027>we <00:02:58.115>can <00:02:58.202>also <00:02:58.290>look <00:02:58.377>at <00:02:58.465>giving <00:02:58.552>them <00:02:58.640>skills.

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<00:02:59.270>we <00:02:59.271>can <00:02:59.272>also <00:02:59.273>look <00:02:59.275>at <00:02:59.276>giving <00:02:59.277>them <00:02:59.279>skills.

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<00:02:59.280>we <00:02:59.427>can <00:02:59.574>also <00:02:59.721>look <00:02:59.868>at <00:03:00.015>giving <00:03:00.162>them <00:03:00.309>skills. <00:03:00.456>And <00:03:00.603>again,

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<00:03:00.750>And <00:03:00.759>again,

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<00:03:00.760>And <00:03:00.911>again, <00:03:01.061>this <00:03:01.213>is <00:03:01.364>a <00:03:01.515>markdown <00:03:01.666>file <00:03:01.817>and <00:03:01.968>how <00:03:02.119>we

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<00:03:02.270>this <00:03:02.271>is <00:03:02.272>a <00:03:02.273>markdown <00:03:02.275>file <00:03:02.276>and <00:03:02.277>how <00:03:02.279>we

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<00:03:02.280>this <00:03:02.396>is <00:03:02.513>a <00:03:02.630>markdown <00:03:02.746>file <00:03:02.863>and <00:03:02.980>how <00:03:03.096>we <00:03:03.213>define <00:03:03.330>how <00:03:03.446>the <00:03:03.563>agent <00:03:03.680>works.

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<00:03:05.150>define <00:03:05.152>how <00:03:05.154>the <00:03:05.156>agent <00:03:05.159>works.

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<00:03:05.160>define <00:03:05.299>how <00:03:05.440>the <00:03:05.579>agent <00:03:05.720>works. <00:03:05.859>We <00:03:06.000>also <00:03:06.140>have <00:03:06.280>instructions <00:03:06.420>files. <00:03:06.560>How

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<00:03:07.229>We <00:03:07.230>also <00:03:07.232>have <00:03:07.234>instructions <00:03:07.236>files. <00:03:07.238>How

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<00:03:07.239>We <00:03:07.342>also <00:03:07.446>have <00:03:07.550>instructions <00:03:07.654>files. <00:03:07.758>How <00:03:07.862>many <00:03:07.966>of <00:03:08.070>you <00:03:08.174>are <00:03:08.278>using <00:03:08.382>instructions

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<00:03:08.509>many <00:03:08.510>of <00:03:08.512>you <00:03:08.514>are <00:03:08.516>using <00:03:08.518>instructions

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<00:03:08.519>many <00:03:08.752>of <00:03:08.985>you <00:03:09.219>are <00:03:09.452>using <00:03:09.685>instructions <00:03:09.919>files?

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files?

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<00:03:10.440>files? <00:03:10.697>Quite <00:03:10.954>a <00:03:11.212>few <00:03:11.469>of <00:03:11.727>you.

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<00:03:11.870>Quite <00:03:11.872>a <00:03:11.874>few <00:03:11.876>of <00:03:11.879>you.

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<00:03:11.880>Quite <00:03:11.977>a <00:03:12.074>few <00:03:12.172>of <00:03:12.269>you. <00:03:12.366>What <00:03:12.464>I <00:03:12.561>want <00:03:12.658>to <00:03:12.756>say <00:03:12.853>about <00:03:12.951>instructions

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<00:03:13.070>What <00:03:13.071>I <00:03:13.073>want <00:03:13.074>to <00:03:13.076>say <00:03:13.077>about <00:03:13.079>instructions

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<00:03:13.080>What <00:03:13.220>I <00:03:13.360>want <00:03:13.500>to <00:03:13.640>say <00:03:13.780>about <00:03:13.920>instructions <00:03:14.060>files <00:03:14.200>is <00:03:14.340>they're <00:03:14.480>also

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<00:03:16.228>files <00:03:16.232>is <00:03:16.234>they're <00:03:16.238>also

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<00:03:16.239>files <00:03:16.519>is <00:03:16.799>they're <00:03:17.079>also <00:03:17.359>markdown <00:03:17.639>files.

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<00:03:17.949>markdown <00:03:17.958>files.

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<00:03:17.959>markdown <00:03:18.124>files. <00:03:18.289>You <00:03:18.455>always <00:03:18.620>always <00:03:18.786>always <00:03:18.951>want <00:03:19.117>to <00:03:19.282>use

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<00:03:19.430>You <00:03:19.431>always <00:03:19.433>always <00:03:19.434>always <00:03:19.436>want <00:03:19.437>to <00:03:19.439>use

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<00:03:19.440>You <00:03:19.547>always <00:03:19.654>always <00:03:19.761>always <00:03:19.869>want <00:03:19.976>to <00:03:20.083>use <00:03:20.190>instructions <00:03:20.298>files <00:03:20.405>to <00:03:20.512>help <00:03:20.619>guide <00:03:20.727>those

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<00:03:20.870>instructions <00:03:20.871>files <00:03:20.873>to <00:03:20.875>help <00:03:20.877>guide <00:03:20.879>those

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<00:03:20.880>instructions <00:03:20.987>files <00:03:21.095>to <00:03:21.203>help <00:03:21.310>guide <00:03:21.418>those <00:03:21.526>agents. <00:03:21.633>Now, <00:03:21.741>we <00:03:21.849>also <00:03:21.956>have <00:03:22.064>the <00:03:22.172>ability <00:03:22.280>to

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<00:03:22.509>agents. <00:03:22.510>Now, <00:03:22.511>we <00:03:22.512>also <00:03:22.514>have <00:03:22.515>the <00:03:22.516>ability <00:03:22.518>to

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<00:03:22.519>agents. <00:03:22.626>Now, <00:03:22.734>we <00:03:22.842>also <00:03:22.949>have <00:03:23.057>the <00:03:23.165>ability <00:03:23.272>to <00:03:23.380>use <00:03:23.488>MCP <00:03:23.595>servers. <00:03:23.703>Those <00:03:23.811>are <00:03:23.919>external

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<00:03:24.990>use <00:03:24.991>MCP <00:03:24.993>servers. <00:03:24.995>Those <00:03:24.997>are <00:03:24.999>external

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<00:03:25.000>use <00:03:25.127>MCP <00:03:25.254>servers. <00:03:25.381>Those <00:03:25.509>are <00:03:25.636>external <00:03:25.763>sources. <00:03:25.890>Those <00:03:26.018>are <00:03:26.145>not <00:03:26.272>markdown <00:03:26.400>files.

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<00:03:27.470>sources. <00:03:27.471>Those <00:03:27.473>are <00:03:27.475>not <00:03:27.477>markdown <00:03:27.478>files.

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<00:03:27.480>sources. <00:03:27.576>Those <00:03:27.672>are <00:03:27.768>not <00:03:27.864>markdown <00:03:27.961>files. <00:03:28.057>So, <00:03:28.153>we <00:03:28.249>have <00:03:28.346>to <00:03:28.442>remember <00:03:28.538>we're <00:03:28.634>going <00:03:28.731>to

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<00:03:28.870>So, <00:03:28.871>we <00:03:28.872>have <00:03:28.873>to <00:03:28.875>remember <00:03:28.876>we're <00:03:28.877>going <00:03:28.879>to

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<00:03:28.880>So, <00:03:28.970>we <00:03:29.061>have <00:03:29.151>to <00:03:29.242>remember <00:03:29.333>we're <00:03:29.423>going <00:03:29.514>to <00:03:29.604>define <00:03:29.695>how <00:03:29.786>we <00:03:29.876>use <00:03:29.967>our <00:03:30.057>agents, <00:03:30.148>how <00:03:30.238>we

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<00:03:30.390>define <00:03:30.391>how <00:03:30.392>we <00:03:30.393>use <00:03:30.395>our <00:03:30.396>agents, <00:03:30.397>how <00:03:30.399>we

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<00:03:30.400>define <00:03:30.499>how <00:03:30.599>we <00:03:30.698>use <00:03:30.798>our <00:03:30.897>agents, <00:03:30.997>how <00:03:31.097>we <00:03:31.196>give <00:03:31.296>them <00:03:31.395>that <00:03:31.495>context <00:03:31.594>using <00:03:31.694>a <00:03:31.794>markdown

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<00:03:31.949>give <00:03:31.950>them <00:03:31.952>that <00:03:31.953>context <00:03:31.955>using <00:03:31.956>a <00:03:31.958>markdown

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<00:03:31.959>give <00:03:32.059>them <00:03:32.159>that <00:03:32.259>context <00:03:32.359>using <00:03:32.459>a <00:03:32.559>markdown <00:03:32.659>file, <00:03:32.759>but <00:03:32.859>MCP <00:03:32.959>servers <00:03:33.059>are <00:03:33.159>going <00:03:33.259>to <00:03:33.359>be

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<00:03:34.509>file, <00:03:34.510>but <00:03:34.511>MCP <00:03:34.512>servers <00:03:34.514>are <00:03:34.515>going <00:03:34.516>to <00:03:34.518>be

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<00:03:34.519>file, <00:03:34.619>but <00:03:34.719>MCP <00:03:34.819>servers <00:03:34.919>are <00:03:35.019>going <00:03:35.119>to <00:03:35.219>be <00:03:35.319>external <00:03:35.419>sources, <00:03:35.519>and <00:03:35.619>this <00:03:35.719>is <00:03:35.819>going <00:03:35.919>to

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<00:03:36.550>external <00:03:36.551>sources, <00:03:36.553>and <00:03:36.554>this <00:03:36.556>is <00:03:36.557>going <00:03:36.559>to

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<00:03:36.560>external <00:03:36.667>sources, <00:03:36.775>and <00:03:36.883>this <00:03:36.990>is <00:03:37.098>going <00:03:37.206>to <00:03:37.313>be <00:03:37.421>key <00:03:37.529>to <00:03:37.636>understanding <00:03:37.744>when <00:03:37.852>and <00:03:37.960>when

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<00:03:38.670>be <00:03:38.671>key <00:03:38.673>to <00:03:38.674>understanding <00:03:38.676>when <00:03:38.677>and <00:03:38.679>when

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<00:03:38.680>be <00:03:38.796>key <00:03:38.913>to <00:03:39.030>understanding <00:03:39.146>when <00:03:39.263>and <00:03:39.380>when <00:03:39.496>and <00:03:39.613>how <00:03:39.730>to <00:03:39.846>use <00:03:39.963>that <00:03:40.080>context.

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<00:03:40.670>and <00:03:40.671>how <00:03:40.673>to <00:03:40.675>use <00:03:40.677>that <00:03:40.679>context.

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<00:03:40.680>and <00:03:40.787>how <00:03:40.895>to <00:03:41.003>use <00:03:41.110>that <00:03:41.218>context. <00:03:41.326>So, <00:03:41.433>we're <00:03:41.541>going <00:03:41.649>to <00:03:41.756>build <00:03:41.864>a <00:03:41.972>house <00:03:42.080>today

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<00:03:42.670>So, <00:03:42.671>we're <00:03:42.672>going <00:03:42.673>to <00:03:42.675>build <00:03:42.676>a <00:03:42.677>house <00:03:42.679>today

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<00:03:42.680>So, <00:03:42.820>we're <00:03:42.960>going <00:03:43.100>to <00:03:43.240>build <00:03:43.380>a <00:03:43.520>house <00:03:43.660>today <00:03:43.800>with <00:03:43.940>our <00:03:44.080>Copilot.

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<00:03:44.590>with <00:03:44.594>our <00:03:44.599>Copilot.

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<00:03:44.600>with <00:03:44.727>our <00:03:44.854>Copilot. <00:03:44.981>We <00:03:45.109>want <00:03:45.236>to <00:03:45.363>think <00:03:45.490>of <00:03:45.618>our <00:03:45.745>custom <00:03:45.872>agents <00:03:46.000>as

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<00:03:46.350>We <00:03:46.351>want <00:03:46.352>to <00:03:46.353>think <00:03:46.354>of <00:03:46.355>our <00:03:46.356>custom <00:03:46.357>agents <00:03:46.359>as

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<00:03:46.360>We <00:03:46.460>want <00:03:46.560>to <00:03:46.660>think <00:03:46.760>of <00:03:46.860>our <00:03:46.960>custom <00:03:47.060>agents <00:03:47.160>as <00:03:47.260>our <00:03:47.360>contractors, <00:03:47.460>our <00:03:47.560>builders. <00:03:47.660>Now, <00:03:47.760>this

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<00:03:48.430>our <00:03:48.431>contractors, <00:03:48.433>our <00:03:48.435>builders. <00:03:48.437>Now, <00:03:48.439>this

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<00:03:48.440>our <00:03:48.540>contractors, <00:03:48.640>our <00:03:48.740>builders. <00:03:48.840>Now, <00:03:48.940>this <00:03:49.040>is <00:03:49.140>my <00:03:49.240>house. <00:03:49.340>Well, <00:03:49.440>was. <00:03:49.540>Uh <00:03:49.640>that <00:03:49.740>is <00:03:49.840>my

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<00:03:51.509>is <00:03:51.510>my <00:03:51.511>house. <00:03:51.512>Well, <00:03:51.513>was. <00:03:51.514>Uh <00:03:51.515>that <00:03:51.516>is <00:03:51.518>my

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<00:03:51.519>is <00:03:51.612>my <00:03:51.705>house. <00:03:51.799>Well, <00:03:51.892>was. <00:03:51.985>Uh <00:03:52.079>that <00:03:52.172>is <00:03:52.265>my <00:03:52.359>house. <00:03:52.452>That <00:03:52.545>is <00:03:52.639>my <00:03:52.732>contractor. <00:03:52.825>His <00:03:52.919>name

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<00:03:53.510>house. <00:03:53.511>That <00:03:53.513>is <00:03:53.514>my <00:03:53.516>contractor. <00:03:53.517>His <00:03:53.519>name

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<00:03:53.520>house. <00:03:53.613>That <00:03:53.706>is <00:03:53.800>my <00:03:53.893>contractor. <00:03:53.986>His <00:03:54.080>name <00:03:54.173>is <00:03:54.266>Sven, <00:03:54.360>and <00:03:54.453>he <00:03:54.546>was <00:03:54.640>engaged <00:03:54.733>to <00:03:54.826>do <00:03:54.920>the

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<00:03:56.230>is <00:03:56.231>Sven, <00:03:56.232>and <00:03:56.233>he <00:03:56.234>was <00:03:56.235>engaged <00:03:56.236>to <00:03:56.237>do <00:03:56.239>the

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<00:03:56.240>is <00:03:56.322>Sven, <00:03:56.404>and <00:03:56.487>he <00:03:56.569>was <00:03:56.651>engaged <00:03:56.734>to <00:03:56.816>do <00:03:56.898>the <00:03:56.981>whole <00:03:57.063>build <00:03:57.145>of <00:03:57.228>my <00:03:57.310>house <00:03:57.392>to <00:03:57.475>to <00:03:57.557>kind <00:03:57.640>of

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<00:03:58.230>whole <00:03:58.231>build <00:03:58.232>of <00:03:58.233>my <00:03:58.234>house <00:03:58.235>to <00:03:58.236>to <00:03:58.237>kind <00:03:58.239>of

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<00:03:58.240>whole <00:03:58.327>build <00:03:58.415>of <00:03:58.502>my <00:03:58.590>house <00:03:58.677>to <00:03:58.765>to <00:03:58.852>kind <00:03:58.940>of <00:03:59.027>take <00:03:59.115>it <00:03:59.202>down <00:03:59.290>and <00:03:59.377>do <00:03:59.465>things. <00:03:59.552>So, <00:03:59.640>when

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<00:04:00.310>take <00:04:00.311>it <00:04:00.312>down <00:04:00.313>and <00:04:00.315>do <00:04:00.316>things. <00:04:00.317>So, <00:04:00.319>when

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<00:04:00.320>take <00:04:00.427>it <00:04:00.534>down <00:04:00.641>and <00:04:00.749>do <00:04:00.856>things. <00:04:00.963>So, <00:04:01.071>when <00:04:01.178>we're <00:04:01.285>using <00:04:01.393>custom <00:04:01.500>agents, <00:04:01.607>they're <00:04:01.715>going

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<00:04:01.870>we're <00:04:01.871>using <00:04:01.873>custom <00:04:01.875>agents, <00:04:01.877>they're <00:04:01.879>going

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<00:04:01.880>we're <00:04:02.007>using <00:04:02.134>custom <00:04:02.261>agents, <00:04:02.389>they're <00:04:02.516>going <00:04:02.643>to <00:04:02.770>be <00:04:02.898>our <00:04:03.025>contractors. <00:04:03.152>We're <00:04:03.280>engaging

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<00:04:04.070>to <00:04:04.071>be <00:04:04.073>our <00:04:04.075>contractors. <00:04:04.077>We're <00:04:04.079>engaging

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<00:04:04.080>to <00:04:04.184>be <00:04:04.289>our <00:04:04.393>contractors. <00:04:04.498>We're <00:04:04.602>engaging <00:04:04.707>them <00:04:04.811>to <00:04:04.916>say, <00:04:05.020>"You're <00:04:05.125>going <00:04:05.229>to <00:04:05.334>take <00:04:05.439>on

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<00:04:05.590>them <00:04:05.591>to <00:04:05.592>say, <00:04:05.593>"You're <00:04:05.595>going <00:04:05.596>to <00:04:05.597>take <00:04:05.599>on

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<00:04:05.600>them <00:04:05.700>to <00:04:05.799>say, <00:04:05.900>"You're <00:04:06.000>going <00:04:06.100>to <00:04:06.200>take <00:04:06.299>on <00:04:06.400>this <00:04:06.500>build." <00:04:06.600>And <00:04:06.700>when <00:04:06.799>we <00:04:06.900>have <00:04:07.000>this

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<00:04:07.270>this <00:04:07.271>build." <00:04:07.273>And <00:04:07.274>when <00:04:07.276>we <00:04:07.277>have <00:04:07.279>this

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<00:04:07.280>this <00:04:07.371>build." <00:04:07.463>And <00:04:07.555>when <00:04:07.647>we <00:04:07.739>have <00:04:07.831>this <00:04:07.923>agent, <00:04:08.015>we <00:04:08.107>want <00:04:08.199>to <00:04:08.291>give <00:04:08.383>it <00:04:08.475>the <00:04:08.567>context.

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<00:04:08.710>agent, <00:04:08.711>we <00:04:08.712>want <00:04:08.713>to <00:04:08.715>give <00:04:08.716>it <00:04:08.717>the <00:04:08.719>context.

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<00:04:08.720>agent, <00:04:08.813>we <00:04:08.906>want <00:04:09.000>to <00:04:09.093>give <00:04:09.186>it <00:04:09.280>the <00:04:09.373>context. <00:04:09.466>What <00:04:09.560>is <00:04:09.653>it <00:04:09.746>doing <00:04:09.840>with <00:04:09.933>the <00:04:10.026>build? <00:04:10.120>Now,

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<00:04:10.430>What <00:04:10.431>is <00:04:10.432>it <00:04:10.433>doing <00:04:10.435>with <00:04:10.436>the <00:04:10.437>build? <00:04:10.439>Now,

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<00:04:10.440>What <00:04:10.533>is <00:04:10.626>it <00:04:10.720>doing <00:04:10.813>with <00:04:10.906>the <00:04:11.000>build? <00:04:11.093>Now, <00:04:11.186>our <00:04:11.280>buddy <00:04:11.373>Sven <00:04:11.466>here <00:04:11.560>was <00:04:11.653>there <00:04:11.746>to <00:04:11.840>build

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<00:04:13.190>our <00:04:13.191>buddy <00:04:13.192>Sven <00:04:13.193>here <00:04:13.195>was <00:04:13.196>there <00:04:13.197>to <00:04:13.198>build

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<00:04:13.200>our <00:04:13.293>buddy <00:04:13.386>Sven <00:04:13.480>here <00:04:13.573>was <00:04:13.666>there <00:04:13.760>to <00:04:13.853>build <00:04:13.946>the <00:04:14.040>whole <00:04:14.133>house. <00:04:14.226>But <00:04:14.320>also, <00:04:14.413>we <00:04:14.506>can <00:04:14.600>have

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<00:04:15.430>the <00:04:15.431>whole <00:04:15.432>house. <00:04:15.433>But <00:04:15.435>also, <00:04:15.436>we <00:04:15.437>can <00:04:15.439>have

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<00:04:15.440>the <00:04:15.547>whole <00:04:15.654>house. <00:04:15.761>But <00:04:15.869>also, <00:04:15.976>we <00:04:16.083>can <00:04:16.191>have <00:04:16.298>agents <00:04:16.405>custom <00:04:16.513>agents <00:04:16.620>that <00:04:16.727>might <00:04:16.835>do

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<00:04:16.990>agents <00:04:16.991>custom <00:04:16.993>agents <00:04:16.995>that <00:04:16.997>might <00:04:16.999>do

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<00:04:17.000>agents <00:04:17.100>custom <00:04:17.200>agents <00:04:17.300>that <00:04:17.399>might <00:04:17.500>do <00:04:17.600>things <00:04:17.700>like <00:04:17.800>be <00:04:17.899>our <00:04:18.000>plumber <00:04:18.100>or <00:04:18.200>um <00:04:18.300>our <00:04:18.399>our

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<00:04:20.349>things <00:04:20.350>like <00:04:20.351>be <00:04:20.352>our <00:04:20.353>plumber <00:04:20.354>or <00:04:20.355>um <00:04:20.356>our <00:04:20.358>our

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<00:04:20.358>things <00:04:20.452>like <00:04:20.545>be <00:04:20.638>our <00:04:20.732>plumber <00:04:20.825>or <00:04:20.918>um <00:04:21.012>our <00:04:21.105>our <00:04:21.198>electrician <00:04:21.292>or <00:04:21.385>someone <00:04:21.478>else <00:04:21.572>with <00:04:21.665>a <00:04:21.758>kind

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<00:04:22.150>electrician <00:04:22.151>or <00:04:22.153>someone <00:04:22.154>else <00:04:22.156>with <00:04:22.157>a <00:04:22.159>kind

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<00:04:22.160>electrician <00:04:22.261>or <00:04:22.363>someone <00:04:22.465>else <00:04:22.567>with <00:04:22.668>a <00:04:22.770>kind <00:04:22.872>of <00:04:22.974>a <00:04:23.075>more <00:04:23.177>of <00:04:23.279>specialization <00:04:23.381>in <00:04:23.483>that

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<00:04:23.630>of <00:04:23.631>a <00:04:23.633>more <00:04:23.634>of <00:04:23.635>specialization <00:04:23.637>in <00:04:23.639>that

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<00:04:23.640>of <00:04:23.733>a <00:04:23.826>more <00:04:23.919>of <00:04:24.013>specialization <00:04:24.106>in <00:04:24.200>that <00:04:24.293>house. <00:04:24.386>But <00:04:24.479>this <00:04:24.573>is <00:04:24.666>Sven, <00:04:24.760>and <00:04:24.853>this <00:04:24.946>is <00:04:25.039>our

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<00:04:25.750>house. <00:04:25.751>But <00:04:25.752>this <00:04:25.753>is <00:04:25.754>Sven, <00:04:25.755>and <00:04:25.756>this <00:04:25.757>is <00:04:25.759>our

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<00:04:25.760>house. <00:04:25.860>But <00:04:25.960>this <00:04:26.060>is <00:04:26.159>Sven, <00:04:26.260>and <00:04:26.360>this <00:04:26.460>is <00:04:26.560>our <00:04:26.659>custom <00:04:26.760>contractor, <00:04:26.860>which <00:04:26.960>is <00:04:27.060>our <00:04:27.159>agent.

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<00:04:27.510>custom <00:04:27.511>contractor, <00:04:27.513>which <00:04:27.515>is <00:04:27.517>our <00:04:27.519>agent.

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<00:04:27.520>custom <00:04:27.615>contractor, <00:04:27.710>which <00:04:27.805>is <00:04:27.901>our <00:04:27.996>agent. <00:04:28.091>So, <00:04:28.186>does <00:04:28.282>that <00:04:28.377>make <00:04:28.472>sense? <00:04:28.567>We're <00:04:28.663>building

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<00:04:28.790>So, <00:04:28.791>does <00:04:28.793>that <00:04:28.794>make <00:04:28.796>sense? <00:04:28.797>We're <00:04:28.799>building

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<00:04:28.800>So, <00:04:28.907>does <00:04:29.015>that <00:04:29.123>make <00:04:29.230>sense? <00:04:29.338>We're <00:04:29.446>building <00:04:29.553>our <00:04:29.661>house, <00:04:29.769>we <00:04:29.876>have <00:04:29.984>our <00:04:30.092>custom <00:04:30.200>agent,

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<00:04:30.590>our <00:04:30.591>house, <00:04:30.592>we <00:04:30.594>have <00:04:30.596>our <00:04:30.597>custom <00:04:30.599>agent,

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<00:04:30.600>our <00:04:30.727>house, <00:04:30.854>we <00:04:30.981>have <00:04:31.109>our <00:04:31.236>custom <00:04:31.363>agent, <00:04:31.490>also <00:04:31.618>known <00:04:31.745>as <00:04:31.872>our <00:04:32.000>contractor.

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<00:04:34.600>So, <00:04:34.800>that <00:04:35.000>agent <00:04:35.200>knows <00:04:35.400>how <00:04:35.600>to <00:04:35.800>work, <00:04:36.000>it

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<00:04:36.430>So, <00:04:36.431>that <00:04:36.432>agent <00:04:36.433>knows <00:04:36.435>how <00:04:36.436>to <00:04:36.437>work, <00:04:36.439>it

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<00:04:36.440>So, <00:04:36.514>that <00:04:36.588>agent <00:04:36.662>knows <00:04:36.736>how <00:04:36.810>to <00:04:36.884>work, <00:04:36.958>it <00:04:37.032>knows <00:04:37.106>how <00:04:37.180>to <00:04:37.254>do <00:04:37.328>things, <00:04:37.403>it's

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<00:04:37.510>knows <00:04:37.511>how <00:04:37.513>to <00:04:37.515>do <00:04:37.517>things, <00:04:37.519>it's

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<00:04:37.520>knows <00:04:37.636>how <00:04:37.753>to <00:04:37.870>do <00:04:37.986>things, <00:04:38.103>it's <00:04:38.219>understanding <00:04:38.336>the <00:04:38.453>task, <00:04:38.570>but <00:04:38.686>we <00:04:38.803>need <00:04:38.919>to

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<00:04:39.350>understanding <00:04:39.351>the <00:04:39.353>task, <00:04:39.354>but <00:04:39.356>we <00:04:39.357>need <00:04:39.359>to

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<00:04:39.360>understanding <00:04:39.476>the <00:04:39.593>task, <00:04:39.710>but <00:04:39.826>we <00:04:39.943>need <00:04:40.060>to <00:04:40.176>have <00:04:40.293>special <00:04:40.410>skills. <00:04:40.526>So, <00:04:40.643>Sven, <00:04:40.760>our

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<00:04:41.430>have <00:04:41.431>special <00:04:41.433>skills. <00:04:41.435>So, <00:04:41.437>Sven, <00:04:41.439>our

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<00:04:41.440>have <00:04:41.556>special <00:04:41.673>skills. <00:04:41.790>So, <00:04:41.906>Sven, <00:04:42.023>our <00:04:42.140>builder, <00:04:42.256>was <00:04:42.373>very <00:04:42.490>good, <00:04:42.606>but <00:04:42.723>we <00:04:42.840>needed

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<00:04:43.870>builder, <00:04:43.871>was <00:04:43.873>very <00:04:43.874>good, <00:04:43.876>but <00:04:43.877>we <00:04:43.879>needed

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<00:04:43.880>builder, <00:04:43.980>was <00:04:44.080>very <00:04:44.180>good, <00:04:44.280>but <00:04:44.380>we <00:04:44.480>needed <00:04:44.580>other <00:04:44.680>skills <00:04:44.780>to <00:04:44.880>come <00:04:44.980>into <00:04:45.080>play. <00:04:45.180>So, <00:04:45.280>Sven

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<00:04:46.150>other <00:04:46.151>skills <00:04:46.152>to <00:04:46.153>come <00:04:46.155>into <00:04:46.156>play. <00:04:46.157>So, <00:04:46.159>Sven

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<00:04:46.159>other <00:04:46.253>skills <00:04:46.346>to <00:04:46.439>come <00:04:46.533>into <00:04:46.626>play. <00:04:46.719>So, <00:04:46.813>Sven <00:04:46.906>is <00:04:46.999>kind <00:04:47.093>of <00:04:47.186>like <00:04:47.280>the <00:04:47.373>main <00:04:47.466>builder <00:04:47.559>that's

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<00:04:48.110>is <00:04:48.111>kind <00:04:48.112>of <00:04:48.113>like <00:04:48.115>the <00:04:48.116>main <00:04:48.117>builder <00:04:48.119>that's

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<00:04:48.120>is <00:04:48.220>kind <00:04:48.320>of <00:04:48.420>like <00:04:48.520>the <00:04:48.620>main <00:04:48.720>builder <00:04:48.820>that's <00:04:48.920>understanding <00:04:49.020>it, <00:04:49.120>but <00:04:49.220>that <00:04:49.320>skill <00:04:49.420>may <00:04:49.520>not

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<00:04:50.790>understanding <00:04:50.791>it, <00:04:50.793>but <00:04:50.794>that <00:04:50.796>skill <00:04:50.797>may <00:04:50.799>not

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<00:04:50.800>understanding <00:04:50.907>it, <00:04:51.015>but <00:04:51.123>that <00:04:51.230>skill <00:04:51.338>may <00:04:51.446>not <00:04:51.553>understand <00:04:51.661>the <00:04:51.769>other <00:04:51.876>things <00:04:51.984>we <00:04:52.092>need <00:04:52.200>in

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<00:04:52.430>understand <00:04:52.431>the <00:04:52.433>other <00:04:52.434>things <00:04:52.436>we <00:04:52.437>need <00:04:52.439>in

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<00:04:52.440>understand <00:04:52.540>the <00:04:52.640>other <00:04:52.740>things <00:04:52.840>we <00:04:52.940>need <00:04:53.040>in <00:04:53.140>the <00:04:53.240>process. <00:04:53.340>So, <00:04:53.440>we <00:04:53.540>have <00:04:53.640>agent <00:04:53.740>skills <00:04:53.840>to

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<00:04:54.350>the <00:04:54.351>process. <00:04:54.352>So, <00:04:54.353>we <00:04:54.355>have <00:04:54.356>agent <00:04:54.357>skills <00:04:54.359>to

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<00:04:54.360>the <00:04:54.453>process. <00:04:54.546>So, <00:04:54.640>we <00:04:54.733>have <00:04:54.826>agent <00:04:54.920>skills <00:04:55.013>to <00:04:55.106>define <00:04:55.200>that. <00:04:55.293>So, <00:04:55.386>in <00:04:55.480>in <00:04:55.573>the <00:04:55.666>example <00:04:55.760>of

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<00:04:57.070>define <00:04:57.071>that. <00:04:57.072>So, <00:04:57.073>in <00:04:57.075>in <00:04:57.076>the <00:04:57.077>example <00:04:57.079>of

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<00:04:57.080>define <00:04:57.180>that. <00:04:57.280>So, <00:04:57.380>in <00:04:57.479>in <00:04:57.580>the <00:04:57.680>example <00:04:57.780>of <00:04:57.880>building <00:04:57.979>our <00:04:58.080>house <00:04:58.180>here, <00:04:58.280>we <00:04:58.380>might <00:04:58.479>need

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<00:04:58.750>building <00:04:58.751>our <00:04:58.753>house <00:04:58.754>here, <00:04:58.756>we <00:04:58.757>might <00:04:58.759>need

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<00:04:58.760>building <00:04:58.867>our <00:04:58.975>house <00:04:59.083>here, <00:04:59.190>we <00:04:59.298>might <00:04:59.406>need <00:04:59.513>an <00:04:59.621>agent <00:04:59.729>that <00:04:59.836>are <00:04:59.944>again <00:05:00.052>defined <00:05:00.159>in

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<00:05:01.350>an <00:05:01.351>agent <00:05:01.353>that <00:05:01.354>are <00:05:01.356>again <00:05:01.357>defined <00:05:01.359>in

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<00:05:01.360>an <00:05:01.467>agent <00:05:01.575>that <00:05:01.683>are <00:05:01.790>again <00:05:01.898>defined <00:05:02.006>in <00:05:02.113>markdown <00:05:02.221>files. <00:05:02.329>But <00:05:02.436>these <00:05:02.544>guys <00:05:02.652>are <00:05:02.760>going

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<00:05:03.190>markdown <00:05:03.191>files. <00:05:03.193>But <00:05:03.194>these <00:05:03.195>guys <00:05:03.197>are <00:05:03.199>going

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<00:05:03.200>markdown <00:05:03.285>files. <00:05:03.370>But <00:05:03.455>these <00:05:03.540>guys <00:05:03.625>are <00:05:03.710>going <00:05:03.796>to <00:05:03.881>be <00:05:03.966>our <00:05:04.051>agents, <00:05:04.136>they're <00:05:04.221>given <00:05:04.307>very

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<00:05:04.430>to <00:05:04.431>be <00:05:04.433>our <00:05:04.434>agents, <00:05:04.436>they're <00:05:04.437>given <00:05:04.439>very

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<00:05:04.440>to <00:05:04.550>be <00:05:04.660>our <00:05:04.771>agents, <00:05:04.881>they're <00:05:04.992>given <00:05:05.102>very <00:05:05.213>specific <00:05:05.323>skills. <00:05:05.434>These <00:05:05.544>are <00:05:05.655>the

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<00:05:05.790>specific <00:05:05.792>skills. <00:05:05.794>These <00:05:05.796>are <00:05:05.799>the

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<00:05:05.800>specific <00:05:05.955>skills. <00:05:06.111>These <00:05:06.266>are <00:05:06.422>the <00:05:06.577>bricklayers <00:05:06.733>putting <00:05:06.888>in <00:05:07.044>foundations <00:05:07.200>in

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<00:05:07.550>bricklayers <00:05:07.552>putting <00:05:07.554>in <00:05:07.556>foundations <00:05:07.559>in

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<00:05:07.560>bricklayers <00:05:07.676>putting <00:05:07.793>in <00:05:07.910>foundations <00:05:08.026>in <00:05:08.143>the <00:05:08.260>house. <00:05:08.376>And <00:05:08.493>they <00:05:08.610>are <00:05:08.726>told <00:05:08.843>exactly <00:05:08.960>one

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<00:05:10.030>the <00:05:10.031>house. <00:05:10.032>And <00:05:10.033>they <00:05:10.035>are <00:05:10.036>told <00:05:10.037>exactly <00:05:10.039>one

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<00:05:10.040>the <00:05:10.122>house. <00:05:10.204>And <00:05:10.287>they <00:05:10.369>are <00:05:10.451>told <00:05:10.534>exactly <00:05:10.616>one <00:05:10.698>task <00:05:10.781>of <00:05:10.863>what <00:05:10.945>to <00:05:11.028>do. <00:05:11.110>So, <00:05:11.192>when <00:05:11.275>we <00:05:11.357>gave <00:05:11.440>an

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<00:05:12.310>task <00:05:12.311>of <00:05:12.312>what <00:05:12.313>to <00:05:12.314>do. <00:05:12.315>So, <00:05:12.316>when <00:05:12.317>we <00:05:12.318>gave <00:05:12.319>an

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<00:05:12.320>task <00:05:12.420>of <00:05:12.520>what <00:05:12.620>to <00:05:12.719>do. <00:05:12.820>So, <00:05:12.920>when <00:05:13.020>we <00:05:13.120>gave <00:05:13.219>an <00:05:13.320>agent <00:05:13.420>a <00:05:13.520>very <00:05:13.620>specific <00:05:13.719>skill,

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<00:05:14.870>agent <00:05:14.872>a <00:05:14.874>very <00:05:14.876>specific <00:05:14.879>skill,

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<00:05:14.880>agent <00:05:14.987>a <00:05:15.095>very <00:05:15.203>specific <00:05:15.310>skill, <00:05:15.418>it <00:05:15.526>can <00:05:15.633>do <00:05:15.741>things <00:05:15.849>like <00:05:15.956>how <00:05:16.064>to <00:05:16.172>create <00:05:16.280>a

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<00:05:16.870>it <00:05:16.871>can <00:05:16.872>do <00:05:16.873>things <00:05:16.874>like <00:05:16.875>how <00:05:16.876>to <00:05:16.877>create <00:05:16.879>a

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<00:05:16.880>it <00:05:16.967>can <00:05:17.055>do <00:05:17.142>things <00:05:17.230>like <00:05:17.317>how <00:05:17.405>to <00:05:17.492>create <00:05:17.580>a <00:05:17.667>clean <00:05:17.755>pull <00:05:17.842>request, <00:05:17.930>um <00:05:18.017>how <00:05:18.105>do <00:05:18.192>we <00:05:18.280>check

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<00:05:19.190>clean <00:05:19.191>pull <00:05:19.192>request, <00:05:19.193>um <00:05:19.195>how <00:05:19.196>do <00:05:19.197>we <00:05:19.199>check

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<00:05:19.200>clean <00:05:19.327>pull <00:05:19.454>request, <00:05:19.581>um <00:05:19.709>how <00:05:19.836>do <00:05:19.963>we <00:05:20.090>check <00:05:20.218>accessibility <00:05:20.345>within <00:05:20.472>our <00:05:20.599>repositories,

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<00:05:21.190>accessibility <00:05:21.193>within <00:05:21.195>our <00:05:21.199>repositories,

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<00:05:21.200>accessibility <00:05:21.327>within <00:05:21.454>our <00:05:21.581>repositories, <00:05:21.709>how <00:05:21.836>do <00:05:21.963>we <00:05:22.090>understand <00:05:22.218>to <00:05:22.345>maybe <00:05:22.472>update <00:05:22.599>the

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<00:05:23.190>how <00:05:23.191>do <00:05:23.192>we <00:05:23.193>understand <00:05:23.195>to <00:05:23.196>maybe <00:05:23.197>update <00:05:23.199>the

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<00:05:23.200>how <00:05:23.300>do <00:05:23.400>we <00:05:23.500>understand <00:05:23.599>to <00:05:23.700>maybe <00:05:23.800>update <00:05:23.900>the <00:05:24.000>API <00:05:24.099>safely. <00:05:24.200>So, <00:05:24.300>they're <00:05:24.400>given <00:05:24.500>that <00:05:24.599>very

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<00:05:25.630>API <00:05:25.631>safely. <00:05:25.633>So, <00:05:25.634>they're <00:05:25.635>given <00:05:25.637>that <00:05:25.639>very

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<00:05:25.640>API <00:05:25.780>safely. <00:05:25.919>So, <00:05:26.060>they're <00:05:26.200>given <00:05:26.340>that <00:05:26.479>very <00:05:26.620>very <00:05:26.760>specific <00:05:26.900>task. <00:05:27.039>So,

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<00:05:28.630>very <00:05:28.633>specific <00:05:28.635>task. <00:05:28.639>So,

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<00:05:28.640>very <00:05:28.767>specific <00:05:28.894>task. <00:05:29.021>So, <00:05:29.149>they <00:05:29.276>don't <00:05:29.403>just <00:05:29.530>know <00:05:29.658>the <00:05:29.785>job, <00:05:29.912>but <00:05:30.039>they

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<00:05:30.350>they <00:05:30.351>don't <00:05:30.352>just <00:05:30.353>know <00:05:30.355>the <00:05:30.356>job, <00:05:30.357>but <00:05:30.359>they

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<00:05:30.360>they <00:05:30.461>don't <00:05:30.563>just <00:05:30.665>know <00:05:30.767>the <00:05:30.868>job, <00:05:30.970>but <00:05:31.072>they <00:05:31.174>bring <00:05:31.275>the <00:05:31.377>process, <00:05:31.479>the <00:05:31.581>equipment, <00:05:31.683>and

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<00:05:31.830>bring <00:05:31.831>the <00:05:31.833>process, <00:05:31.835>the <00:05:31.837>equipment, <00:05:31.839>and

00:05:31.840 --> 00:05:33.230 align:start position:0%
<00:05:31.840>bring <00:05:31.953>the <00:05:32.067>process, <00:05:32.181>the <00:05:32.294>equipment, <00:05:32.408>and <00:05:32.522>the <00:05:32.636>specialist <00:05:32.749>knowledge <00:05:32.863>to <00:05:32.977>complete <00:05:33.091>it

00:05:33.230 --> 00:05:33.240 align:start position:0%
<00:05:33.230>the <00:05:33.231>specialist <00:05:33.233>knowledge <00:05:33.235>to <00:05:33.237>complete <00:05:33.239>it

00:05:33.240 --> 00:05:36.830 align:start position:0%
<00:05:33.240>the <00:05:33.367>specialist <00:05:33.494>knowledge <00:05:33.621>to <00:05:33.749>complete <00:05:33.876>it <00:05:34.003>properly <00:05:34.130>in <00:05:34.258>that <00:05:34.385>one <00:05:34.512>specific <00:05:34.640>bit.

00:05:36.830 --> 00:05:36.840 align:start position:0%
<00:05:36.830>properly <00:05:36.831>in <00:05:36.833>that <00:05:36.835>one <00:05:36.837>specific <00:05:36.839>bit.

00:05:36.840 --> 00:05:38.230 align:start position:0%
<00:05:36.840>properly <00:05:36.953>in <00:05:37.067>that <00:05:37.181>one <00:05:37.294>specific <00:05:37.408>bit. <00:05:37.522>Then <00:05:37.636>we <00:05:37.749>have <00:05:37.863>our <00:05:37.977>instructions <00:05:38.091>files,

00:05:38.230 --> 00:05:38.240 align:start position:0%
<00:05:38.230>Then <00:05:38.231>we <00:05:38.233>have <00:05:38.235>our <00:05:38.237>instructions <00:05:38.239>files,

00:05:38.240 --> 00:05:40.830 align:start position:0%
<00:05:38.240>Then <00:05:38.356>we <00:05:38.473>have <00:05:38.590>our <00:05:38.706>instructions <00:05:38.823>files, <00:05:38.940>again <00:05:39.056>our <00:05:39.173>markdown <00:05:39.290>file. <00:05:39.406>These <00:05:39.523>are <00:05:39.640>task

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<00:05:40.830>again <00:05:40.831>our <00:05:40.832>markdown <00:05:40.834>file. <00:05:40.836>These <00:05:40.837>are <00:05:40.839>task

00:05:40.840 --> 00:05:42.350 align:start position:0%
<00:05:40.840>again <00:05:40.975>our <00:05:41.111>markdown <00:05:41.247>file. <00:05:41.383>These <00:05:41.519>are <00:05:41.655>task <00:05:41.791>guidance. <00:05:41.927>These <00:05:42.063>are <00:05:42.199>standards,

00:05:42.350 --> 00:05:42.360 align:start position:0%
<00:05:42.350>guidance. <00:05:42.353>These <00:05:42.356>are <00:05:42.359>standards,

00:05:42.360 --> 00:05:44.350 align:start position:0%
<00:05:42.360>guidance. <00:05:42.560>These <00:05:42.760>are <00:05:42.960>standards, <00:05:43.160>regulations, <00:05:43.360>preferences, <00:05:43.560>and <00:05:43.760>things

00:05:44.350 --> 00:05:44.360 align:start position:0%
<00:05:44.350>regulations, <00:05:44.353>preferences, <00:05:44.356>and <00:05:44.359>things

00:05:44.360 --> 00:05:46.230 align:start position:0%
<00:05:44.360>regulations, <00:05:44.487>preferences, <00:05:44.614>and <00:05:44.741>things <00:05:44.869>they <00:05:44.996>must <00:05:45.123>follow. <00:05:45.250>So, <00:05:45.378>in <00:05:45.505>the <00:05:45.632>example <00:05:45.760>of

00:05:46.230 --> 00:05:46.240 align:start position:0%
<00:05:46.230>they <00:05:46.231>must <00:05:46.232>follow. <00:05:46.233>So, <00:05:46.235>in <00:05:46.236>the <00:05:46.237>example <00:05:46.239>of

00:05:46.240 --> 00:05:48.030 align:start position:0%
<00:05:46.240>they <00:05:46.347>must <00:05:46.455>follow. <00:05:46.563>So, <00:05:46.670>in <00:05:46.778>the <00:05:46.886>example <00:05:46.993>of <00:05:47.101>building <00:05:47.209>our <00:05:47.316>house <00:05:47.424>here, <00:05:47.532>um <00:05:47.640>we're

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<00:05:48.030>building <00:05:48.031>our <00:05:48.033>house <00:05:48.035>here, <00:05:48.037>um <00:05:48.039>we're

00:05:48.040 --> 00:05:49.710 align:start position:0%
<00:05:48.040>building <00:05:48.156>our <00:05:48.273>house <00:05:48.390>here, <00:05:48.506>um <00:05:48.623>we're <00:05:48.740>building <00:05:48.856>an <00:05:48.973>extension <00:05:49.090>in <00:05:49.206>the <00:05:49.323>house, <00:05:49.440>we

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<00:05:49.710>building <00:05:49.711>an <00:05:49.712>extension <00:05:49.714>in <00:05:49.716>the <00:05:49.717>house, <00:05:49.719>we

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<00:05:49.720>building <00:05:49.820>an <00:05:49.920>extension <00:05:50.020>in <00:05:50.120>the <00:05:50.220>house, <00:05:50.320>we <00:05:50.420>have <00:05:50.520>to <00:05:50.620>put <00:05:50.720>in <00:05:50.820>steel <00:05:50.920>beams. <00:05:51.020>We <00:05:51.120>need

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<00:05:51.390>have <00:05:51.391>to <00:05:51.392>put <00:05:51.393>in <00:05:51.395>steel <00:05:51.396>beams. <00:05:51.397>We <00:05:51.399>need

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<00:05:51.400>have <00:05:51.500>to <00:05:51.599>put <00:05:51.700>in <00:05:51.799>steel <00:05:51.900>beams. <00:05:52.000>We <00:05:52.099>need <00:05:52.200>structural <00:05:52.299>integrity <00:05:52.400>and <00:05:52.500>to <00:05:52.599>do <00:05:52.700>that, <00:05:52.799>and

00:05:54.030 --> 00:05:54.040 align:start position:0%
<00:05:54.030>structural <00:05:54.031>integrity <00:05:54.033>and <00:05:54.034>to <00:05:54.036>do <00:05:54.037>that, <00:05:54.039>and

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<00:05:54.040>structural <00:05:54.126>integrity <00:05:54.213>and <00:05:54.300>to <00:05:54.387>do <00:05:54.473>that, <00:05:54.560>and <00:05:54.647>same <00:05:54.734>with <00:05:54.821>our <00:05:54.907>code <00:05:54.994>bases, <00:05:55.081>we <00:05:55.168>need <00:05:55.255>to

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<00:05:55.390>same <00:05:55.391>with <00:05:55.392>our <00:05:55.393>code <00:05:55.395>bases, <00:05:55.396>we <00:05:55.397>need <00:05:55.399>to

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<00:05:55.400>same <00:05:55.493>with <00:05:55.586>our <00:05:55.679>code <00:05:55.773>bases, <00:05:55.866>we <00:05:55.960>need <00:05:56.053>to <00:05:56.146>define <00:05:56.239>what <00:05:56.333>that <00:05:56.426>is. <00:05:56.520>So, <00:05:56.613>in <00:05:56.706>this <00:05:56.799>case,

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<00:05:57.550>define <00:05:57.551>what <00:05:57.552>that <00:05:57.553>is. <00:05:57.555>So, <00:05:57.556>in <00:05:57.557>this <00:05:57.559>case,

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<00:05:57.560>define <00:05:57.661>what <00:05:57.762>that <00:05:57.863>is. <00:05:57.965>So, <00:05:58.066>in <00:05:58.167>this <00:05:58.268>case, <00:05:58.370>we <00:05:58.471>have <00:05:58.572>building <00:05:58.673>standards <00:05:58.775>and

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<00:05:58.909>we <00:05:58.912>have <00:05:58.914>building <00:05:58.916>standards <00:05:58.919>and

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<00:05:58.920>we <00:05:59.075>have <00:05:59.231>building <00:05:59.386>standards <00:05:59.542>and <00:05:59.697>regulations <00:05:59.853>and <00:06:00.008>that's <00:06:00.164>what <00:06:00.320>we're

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<00:06:00.550>regulations <00:06:00.552>and <00:06:00.554>that's <00:06:00.556>what <00:06:00.559>we're

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<00:06:00.560>regulations <00:06:00.700>and <00:06:00.840>that's <00:06:00.980>what <00:06:01.120>we're <00:06:01.260>telling <00:06:01.400>Copilot <00:06:01.540>in <00:06:01.680>the <00:06:01.820>instruction <00:06:01.960>files

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<00:06:02.390>telling <00:06:02.391>Copilot <00:06:02.393>in <00:06:02.395>the <00:06:02.397>instruction <00:06:02.399>files

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<00:06:02.400>telling <00:06:02.555>Copilot <00:06:02.711>in <00:06:02.866>the <00:06:03.022>instruction <00:06:03.177>files <00:06:03.333>it <00:06:03.488>needs <00:06:03.644>to <00:06:03.799>be.

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<00:06:04.310>it <00:06:04.313>needs <00:06:04.316>to <00:06:04.319>be.

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<00:06:04.320>it <00:06:04.460>needs <00:06:04.599>to <00:06:04.740>be. <00:06:04.880>So, <00:06:05.020>it <00:06:05.159>could <00:06:05.300>say <00:06:05.440>something <00:06:05.580>very <00:06:05.719>general

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<00:06:06.830>So, <00:06:06.831>it <00:06:06.832>could <00:06:06.834>say <00:06:06.835>something <00:06:06.837>very <00:06:06.839>general

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<00:06:06.840>So, <00:06:06.947>it <00:06:07.054>could <00:06:07.161>say <00:06:07.269>something <00:06:07.376>very <00:06:07.483>general <00:06:07.591>as <00:06:07.698>these <00:06:07.805>are <00:06:07.913>the <00:06:08.020>building <00:06:08.127>standards, <00:06:08.235>but

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<00:06:08.390>as <00:06:08.391>these <00:06:08.393>are <00:06:08.394>the <00:06:08.395>building <00:06:08.397>standards, <00:06:08.399>but

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<00:06:08.400>as <00:06:08.489>these <00:06:08.578>are <00:06:08.668>the <00:06:08.757>building <00:06:08.846>standards, <00:06:08.936>but <00:06:09.025>we <00:06:09.114>could <00:06:09.204>also <00:06:09.293>get <00:06:09.382>a <00:06:09.472>little <00:06:09.561>bit <00:06:09.651>more

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<00:06:09.790>we <00:06:09.791>could <00:06:09.792>also <00:06:09.793>get <00:06:09.795>a <00:06:09.796>little <00:06:09.797>bit <00:06:09.799>more

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<00:06:09.800>we <00:06:09.900>could <00:06:10.000>also <00:06:10.100>get <00:06:10.200>a <00:06:10.300>little <00:06:10.400>bit <00:06:10.500>more <00:06:10.600>specialized <00:06:10.700>in <00:06:10.800>some <00:06:10.900>of <00:06:11.000>those. <00:06:11.100>So, <00:06:11.200>maybe

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<00:06:12.510>specialized <00:06:12.511>in <00:06:12.513>some <00:06:12.514>of <00:06:12.515>those. <00:06:12.517>So, <00:06:12.519>maybe

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<00:06:12.520>specialized <00:06:12.616>in <00:06:12.712>some <00:06:12.808>of <00:06:12.904>those. <00:06:13.001>So, <00:06:13.097>maybe <00:06:13.193>while <00:06:13.289>this <00:06:13.386>is <00:06:13.482>a <00:06:13.578>steel <00:06:13.674>beam, <00:06:13.771>the

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<00:06:13.910>while <00:06:13.911>this <00:06:13.913>is <00:06:13.914>a <00:06:13.916>steel <00:06:13.917>beam, <00:06:13.919>the

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<00:06:13.920>while <00:06:14.020>this <00:06:14.120>is <00:06:14.220>a <00:06:14.320>steel <00:06:14.420>beam, <00:06:14.520>the <00:06:14.620>specialization <00:06:14.720>could <00:06:14.820>be <00:06:14.920>it <00:06:15.020>needs <00:06:15.120>to <00:06:15.220>be <00:06:15.320>a

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<00:06:15.910>specialization <00:06:15.911>could <00:06:15.912>be <00:06:15.913>it <00:06:15.915>needs <00:06:15.916>to <00:06:15.917>be <00:06:15.919>a

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<00:06:15.920>specialization <00:06:16.020>could <00:06:16.120>be <00:06:16.220>it <00:06:16.320>needs <00:06:16.420>to <00:06:16.520>be <00:06:16.620>a <00:06:16.720>certain <00:06:16.820>size <00:06:16.920>or <00:06:17.020>needs <00:06:17.120>to <00:06:17.220>fit <00:06:17.320>file

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<00:06:18.510>certain <00:06:18.511>size <00:06:18.513>or <00:06:18.514>needs <00:06:18.515>to <00:06:18.517>fit <00:06:18.519>file

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<00:06:18.520>certain <00:06:18.636>size <00:06:18.753>or <00:06:18.870>needs <00:06:18.986>to <00:06:19.103>fit <00:06:19.219>file <00:06:19.336>certain <00:06:19.453>regulations. <00:06:19.570>It <00:06:19.686>could <00:06:19.803>also <00:06:19.919>be

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<00:06:20.390>certain <00:06:20.391>regulations. <00:06:20.393>It <00:06:20.395>could <00:06:20.397>also <00:06:20.399>be

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<00:06:20.400>certain <00:06:20.527>regulations. <00:06:20.654>It <00:06:20.781>could <00:06:20.909>also <00:06:21.036>be <00:06:21.163>more <00:06:21.290>specialized <00:06:21.418>in <00:06:21.545>saying <00:06:21.672>we're <00:06:21.799>going

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<00:06:22.190>more <00:06:22.191>specialized <00:06:22.193>in <00:06:22.195>saying <00:06:22.197>we're <00:06:22.199>going

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<00:06:22.200>more <00:06:22.307>specialized <00:06:22.415>in <00:06:22.523>saying <00:06:22.630>we're <00:06:22.738>going <00:06:22.846>to <00:06:22.953>paint <00:06:23.061>this <00:06:23.169>house <00:06:23.276>and <00:06:23.384>the <00:06:23.492>house <00:06:23.599>the

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<00:06:23.830>to <00:06:23.831>paint <00:06:23.832>this <00:06:23.833>house <00:06:23.835>and <00:06:23.836>the <00:06:23.837>house <00:06:23.839>the

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<00:06:23.840>to <00:06:23.933>paint <00:06:24.026>this <00:06:24.119>house <00:06:24.213>and <00:06:24.306>the <00:06:24.400>house <00:06:24.493>the <00:06:24.586>paint <00:06:24.679>has <00:06:24.773>to <00:06:24.866>be <00:06:24.960>this <00:06:25.053>exact <00:06:25.146>finish. <00:06:25.239>It

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<00:06:26.150>paint <00:06:26.151>has <00:06:26.152>to <00:06:26.153>be <00:06:26.155>this <00:06:26.156>exact <00:06:26.157>finish. <00:06:26.159>It

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<00:06:26.160>paint <00:06:26.247>has <00:06:26.335>to <00:06:26.422>be <00:06:26.510>this <00:06:26.597>exact <00:06:26.685>finish. <00:06:26.772>It <00:06:26.860>has <00:06:26.947>to <00:06:27.035>do <00:06:27.122>this <00:06:27.210>exact <00:06:27.297>thing. <00:06:27.385>So, <00:06:27.472>when <00:06:27.560>we

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<00:06:28.030>has <00:06:28.031>to <00:06:28.032>do <00:06:28.033>this <00:06:28.034>exact <00:06:28.035>thing. <00:06:28.036>So, <00:06:28.037>when <00:06:28.039>we

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<00:06:28.040>has <00:06:28.140>to <00:06:28.240>do <00:06:28.340>this <00:06:28.440>exact <00:06:28.540>thing. <00:06:28.640>So, <00:06:28.740>when <00:06:28.840>we <00:06:28.940>use <00:06:29.040>instruction <00:06:29.140>files, <00:06:29.240>we <00:06:29.340>can <00:06:29.440>assign

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<00:06:29.830>use <00:06:29.831>instruction <00:06:29.833>files, <00:06:29.835>we <00:06:29.837>can <00:06:29.839>assign

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<00:06:29.840>use <00:06:29.956>instruction <00:06:30.073>files, <00:06:30.190>we <00:06:30.306>can <00:06:30.423>assign <00:06:30.539>them <00:06:30.656>globally <00:06:30.773>from <00:06:30.890>the <00:06:31.006>top <00:06:31.123>level <00:06:31.239>of

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<00:06:31.909>them <00:06:31.910>globally <00:06:31.912>from <00:06:31.913>the <00:06:31.914>top <00:06:31.916>level <00:06:31.918>of

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<00:06:31.919>them <00:06:32.046>globally <00:06:32.173>from <00:06:32.300>the <00:06:32.428>top <00:06:32.555>level <00:06:32.682>of <00:06:32.809>repository <00:06:32.937>giving <00:06:33.064>them <00:06:33.191>those <00:06:33.318>guidance.

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<00:06:34.150>repository <00:06:34.152>giving <00:06:34.154>them <00:06:34.156>those <00:06:34.159>guidance.

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<00:06:34.159>repository <00:06:34.273>giving <00:06:34.387>them <00:06:34.501>those <00:06:34.614>guidance. <00:06:34.728>And <00:06:34.842>give <00:06:34.956>you <00:06:35.069>really <00:06:35.183>good <00:06:35.297>example, <00:06:35.411>does

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<00:06:35.550>And <00:06:35.551>give <00:06:35.553>you <00:06:35.554>really <00:06:35.556>good <00:06:35.557>example, <00:06:35.559>does

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<00:06:35.560>And <00:06:35.676>give <00:06:35.793>you <00:06:35.910>really <00:06:36.026>good <00:06:36.143>example, <00:06:36.260>does <00:06:36.376>anyone <00:06:36.493>here <00:06:36.610>work <00:06:36.726>in <00:06:36.843>the <00:06:36.960>financial

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<00:06:37.190>anyone <00:06:37.191>here <00:06:37.193>work <00:06:37.195>in <00:06:37.197>the <00:06:37.199>financial

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<00:06:37.200>anyone <00:06:37.355>here <00:06:37.511>work <00:06:37.666>in <00:06:37.822>the <00:06:37.977>financial <00:06:38.133>services <00:06:38.288>or <00:06:38.444>insurance <00:06:38.599>industries?

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<00:06:39.870>services <00:06:39.873>or <00:06:39.876>insurance <00:06:39.879>industries?

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<00:06:39.880>services <00:06:40.035>or <00:06:40.191>insurance <00:06:40.346>industries? <00:06:40.502>We <00:06:40.657>can <00:06:40.813>put <00:06:40.968>in <00:06:41.124>those <00:06:41.280>compliance

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<00:06:41.670>We <00:06:41.671>can <00:06:41.673>put <00:06:41.675>in <00:06:41.677>those <00:06:41.679>compliance

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<00:06:41.680>We <00:06:41.820>can <00:06:41.960>put <00:06:42.100>in <00:06:42.240>those <00:06:42.380>compliance <00:06:42.520>regulations <00:06:42.660>and <00:06:42.800>requirements <00:06:42.940>in <00:06:43.080>those

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<00:06:43.430>regulations <00:06:43.432>and <00:06:43.434>requirements <00:06:43.436>in <00:06:43.439>those

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<00:06:43.440>regulations <00:06:43.595>and <00:06:43.751>requirements <00:06:43.906>in <00:06:44.062>those <00:06:44.217>instructions <00:06:44.373>files. <00:06:44.528>So, <00:06:44.684>that <00:06:44.840>every

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<00:06:45.230>instructions <00:06:45.232>files. <00:06:45.234>So, <00:06:45.236>that <00:06:45.239>every

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<00:06:45.240>instructions <00:06:45.380>files. <00:06:45.520>So, <00:06:45.660>that <00:06:45.800>every <00:06:45.940>global <00:06:46.080>task <00:06:46.220>that <00:06:46.360>Copilot <00:06:46.500>is <00:06:46.640>executing

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<00:06:47.950>global <00:06:47.951>task <00:06:47.953>that <00:06:47.955>Copilot <00:06:47.957>is <00:06:47.959>executing

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<00:06:47.960>global <00:06:48.087>task <00:06:48.214>that <00:06:48.341>Copilot <00:06:48.469>is <00:06:48.596>executing <00:06:48.723>understands <00:06:48.850>what <00:06:48.978>your <00:06:49.105>regulations <00:06:49.232>are <00:06:49.359>in

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<00:06:49.830>understands <00:06:49.831>what <00:06:49.833>your <00:06:49.835>regulations <00:06:49.837>are <00:06:49.839>in

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<00:06:49.840>understands <00:06:50.039>what <00:06:50.238>your <00:06:50.437>regulations <00:06:50.637>are <00:06:50.836>in <00:06:51.035>that <00:06:51.235>industry.

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<00:06:51.390>that <00:06:51.399>industry.

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<00:06:51.400>that <00:06:51.527>industry. <00:06:51.654>We <00:06:51.781>can <00:06:51.909>also <00:06:52.036>give <00:06:52.163>it <00:06:52.290>kind <00:06:52.418>of <00:06:52.545>more <00:06:52.672>of <00:06:52.799>a

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<00:06:53.950>We <00:06:53.950>can <00:06:53.952>also <00:06:53.953>give <00:06:53.954>it <00:06:53.955>kind <00:06:53.955>of <00:06:53.957>more <00:06:53.957>of <00:06:53.959>a

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<00:06:53.960>We <00:06:54.047>can <00:06:54.135>also <00:06:54.222>give <00:06:54.310>it <00:06:54.397>kind <00:06:54.484>of <00:06:54.572>more <00:06:54.659>of <00:06:54.747>a <00:06:54.835>smaller <00:06:54.922>guidance <00:06:55.010>and <00:06:55.097>say, <00:06:55.185>you <00:06:55.272>know, <00:06:55.359>on

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<00:06:56.110>smaller <00:06:56.111>guidance <00:06:56.113>and <00:06:56.114>say, <00:06:56.116>you <00:06:56.117>know, <00:06:56.119>on

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<00:06:56.120>smaller <00:06:56.220>guidance <00:06:56.320>and <00:06:56.420>say, <00:06:56.520>you <00:06:56.620>know, <00:06:56.720>on <00:06:56.820>this <00:06:56.920>task <00:06:57.020>we <00:06:57.120>want <00:06:57.220>to <00:06:57.320>make <00:06:57.420>sure <00:06:57.520>every

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<00:06:57.750>this <00:06:57.751>task <00:06:57.752>we <00:06:57.753>want <00:06:57.755>to <00:06:57.756>make <00:06:57.757>sure <00:06:57.759>every

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<00:06:57.760>this <00:06:57.876>task <00:06:57.993>we <00:06:58.110>want <00:06:58.226>to <00:06:58.343>make <00:06:58.460>sure <00:06:58.576>every <00:06:58.693>pull <00:06:58.810>request <00:06:58.926>has <00:06:59.043>a <00:06:59.159>description.

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<00:07:00.070>pull <00:07:00.072>request <00:07:00.074>has <00:07:00.076>a <00:07:00.079>description.

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<00:07:00.080>pull <00:07:00.196>request <00:07:00.312>has <00:07:00.428>a <00:07:00.544>description. <00:07:00.661>How <00:07:00.777>many <00:07:00.893>of <00:07:01.010>you <00:07:01.126>have <00:07:01.242>submitted <00:07:01.358>a <00:07:01.475>pull

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<00:07:01.630>How <00:07:01.631>many <00:07:01.632>of <00:07:01.633>you <00:07:01.635>have <00:07:01.636>submitted <00:07:01.637>a <00:07:01.639>pull

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<00:07:01.640>How <00:07:01.795>many <00:07:01.951>of <00:07:02.106>you <00:07:02.262>have <00:07:02.417>submitted <00:07:02.573>a <00:07:02.728>pull <00:07:02.884>request <00:07:03.039>and

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<00:07:03.990>request <00:07:03.999>and

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<00:07:04.000>request <00:07:04.280>and <00:07:04.560>forgot <00:07:04.840>about <00:07:05.120>the <00:07:05.400>description?

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<00:07:07.360>We're <00:07:07.567>rushed, <00:07:07.774>I <00:07:07.981>get <00:07:08.188>it. <00:07:08.395>We're

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<00:07:08.510>We're <00:07:08.511>rushed, <00:07:08.513>I <00:07:08.515>get <00:07:08.517>it. <00:07:08.519>We're

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<00:07:08.520>We're <00:07:08.636>rushed, <00:07:08.753>I <00:07:08.870>get <00:07:08.986>it. <00:07:09.103>We're <00:07:09.219>developers. <00:07:09.336>So, <00:07:09.453>we <00:07:09.570>can <00:07:09.686>ask <00:07:09.803>Copilot <00:07:09.919>in

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<00:07:11.270>developers. <00:07:11.271>So, <00:07:11.272>we <00:07:11.274>can <00:07:11.275>ask <00:07:11.277>Copilot <00:07:11.279>in

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<00:07:11.280>developers. <00:07:11.396>So, <00:07:11.513>we <00:07:11.630>can <00:07:11.746>ask <00:07:11.863>Copilot <00:07:11.979>in <00:07:12.096>our <00:07:12.213>instruction <00:07:12.330>files <00:07:12.446>every <00:07:12.563>pull <00:07:12.679>request

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<00:07:13.110>our <00:07:13.111>instruction <00:07:13.113>files <00:07:13.115>every <00:07:13.117>pull <00:07:13.119>request

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<00:07:13.120>our <00:07:13.275>instruction <00:07:13.431>files <00:07:13.586>every <00:07:13.742>pull <00:07:13.897>request <00:07:14.053>must <00:07:14.208>have <00:07:14.364>a <00:07:14.520>description.

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<00:07:15.030>must <00:07:15.033>have <00:07:15.036>a <00:07:15.039>description.

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<00:07:15.040>must <00:07:15.153>have <00:07:15.267>a <00:07:15.381>description. <00:07:15.494>And <00:07:15.608>also <00:07:15.722>maybe <00:07:15.836>other <00:07:15.949>things <00:07:16.063>we <00:07:16.177>need <00:07:16.291>to

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<00:07:16.430>And <00:07:16.431>also <00:07:16.432>maybe <00:07:16.433>other <00:07:16.435>things <00:07:16.436>we <00:07:16.437>need <00:07:16.439>to

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<00:07:16.440>And <00:07:16.533>also <00:07:16.626>maybe <00:07:16.719>other <00:07:16.812>things <00:07:16.905>we <00:07:16.998>need <00:07:17.091>to <00:07:17.184>have <00:07:17.277>in <00:07:17.370>there. <00:07:17.463>So, <00:07:17.556>it's <00:07:17.649>giving <00:07:17.742>it <00:07:17.835>that

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<00:07:17.990>have <00:07:17.991>in <00:07:17.992>there. <00:07:17.993>So, <00:07:17.995>it's <00:07:17.996>giving <00:07:17.997>it <00:07:17.999>that

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<00:07:18.000>have <00:07:18.107>in <00:07:18.215>there. <00:07:18.323>So, <00:07:18.430>it's <00:07:18.538>giving <00:07:18.646>it <00:07:18.753>that <00:07:18.861>guidance <00:07:18.969>from <00:07:19.076>either <00:07:19.184>global <00:07:19.292>level <00:07:19.400>or

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<00:07:20.230>guidance <00:07:20.231>from <00:07:20.233>either <00:07:20.235>global <00:07:20.237>level <00:07:20.239>or

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<00:07:20.240>guidance <00:07:20.380>from <00:07:20.520>either <00:07:20.660>global <00:07:20.800>level <00:07:20.940>or <00:07:21.080>even <00:07:21.220>a <00:07:21.360>more <00:07:21.500>specific <00:07:21.640>level.

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<00:07:23.150>even <00:07:23.152>a <00:07:23.154>more <00:07:23.156>specific <00:07:23.159>level.

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<00:07:23.160>even <00:07:23.287>a <00:07:23.414>more <00:07:23.541>specific <00:07:23.669>level. <00:07:23.796>Now, <00:07:23.923>MCP <00:07:24.050>servers <00:07:24.178>are <00:07:24.305>our <00:07:24.432>external <00:07:24.560>help.

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<00:07:26.430>Now, <00:07:26.431>MCP <00:07:26.433>servers <00:07:26.434>are <00:07:26.436>our <00:07:26.437>external <00:07:26.439>help.

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<00:07:26.440>Now, <00:07:26.535>MCP <00:07:26.630>servers <00:07:26.725>are <00:07:26.820>our <00:07:26.916>external <00:07:27.011>help. <00:07:27.106>These <00:07:27.202>are <00:07:27.297>really <00:07:27.392>beneficial, <00:07:27.487>but <00:07:27.582>there

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<00:07:27.710>These <00:07:27.711>are <00:07:27.713>really <00:07:27.715>beneficial, <00:07:27.717>but <00:07:27.719>there

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<00:07:27.720>These <00:07:27.827>are <00:07:27.935>really <00:07:28.043>beneficial, <00:07:28.150>but <00:07:28.258>there <00:07:28.366>is <00:07:28.473>a <00:07:28.581>cost <00:07:28.689>associated <00:07:28.796>with <00:07:28.904>MCP. <00:07:29.012>So, <00:07:29.120>in

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<00:07:30.550>is <00:07:30.551>a <00:07:30.552>cost <00:07:30.553>associated <00:07:30.555>with <00:07:30.556>MCP. <00:07:30.557>So, <00:07:30.559>in

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<00:07:30.560>is <00:07:30.660>a <00:07:30.760>cost <00:07:30.860>associated <00:07:30.960>with <00:07:31.060>MCP. <00:07:31.160>So, <00:07:31.260>in <00:07:31.360>the <00:07:31.460>example <00:07:31.560>of <00:07:31.660>building <00:07:31.760>our <00:07:31.860>house <00:07:31.960>here,

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<00:07:32.830>the <00:07:32.831>example <00:07:32.832>of <00:07:32.834>building <00:07:32.836>our <00:07:32.837>house <00:07:32.839>here,

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<00:07:32.840>the <00:07:32.906>example <00:07:32.972>of <00:07:33.038>building <00:07:33.104>our <00:07:33.171>house <00:07:33.237>here, <00:07:33.303>we <00:07:33.369>need <00:07:33.435>to <00:07:33.502>think <00:07:33.568>about <00:07:33.634>how <00:07:33.700>we're <00:07:33.767>going

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<00:07:33.870>we <00:07:33.871>need <00:07:33.872>to <00:07:33.873>think <00:07:33.875>about <00:07:33.876>how <00:07:33.877>we're <00:07:33.879>going

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<00:07:33.880>we <00:07:33.973>need <00:07:34.066>to <00:07:34.159>think <00:07:34.253>about <00:07:34.346>how <00:07:34.440>we're <00:07:34.533>going <00:07:34.626>to <00:07:34.719>step <00:07:34.813>outside <00:07:34.906>of <00:07:35.000>our <00:07:35.093>code <00:07:35.186>base <00:07:35.280>using

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<00:07:36.550>to <00:07:36.551>step <00:07:36.552>outside <00:07:36.553>of <00:07:36.555>our <00:07:36.556>code <00:07:36.557>base <00:07:36.559>using

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<00:07:36.560>to <00:07:36.660>step <00:07:36.760>outside <00:07:36.860>of <00:07:36.960>our <00:07:37.060>code <00:07:37.160>base <00:07:37.260>using <00:07:37.360>Copilot. <00:07:37.460>So, <00:07:37.560>this <00:07:37.660>is <00:07:37.760>a <00:07:37.860>pipe <00:07:37.960>that's

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<00:07:39.150>Copilot. <00:07:39.151>So, <00:07:39.152>this <00:07:39.154>is <00:07:39.155>a <00:07:39.157>pipe <00:07:39.159>that's

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<00:07:39.159>Copilot. <00:07:39.260>So, <00:07:39.359>this <00:07:39.460>is <00:07:39.559>a <00:07:39.659>pipe <00:07:39.760>that's <00:07:39.859>running <00:07:39.960>under <00:07:40.059>the <00:07:40.159>house. <00:07:40.260>This <00:07:40.359>is <00:07:40.460>a <00:07:40.559>waste

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<00:07:41.230>running <00:07:41.231>under <00:07:41.232>the <00:07:41.233>house. <00:07:41.235>This <00:07:41.236>is <00:07:41.237>a <00:07:41.239>waste

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<00:07:41.240>running <00:07:41.340>under <00:07:41.440>the <00:07:41.540>house. <00:07:41.640>This <00:07:41.740>is <00:07:41.840>a <00:07:41.940>waste <00:07:42.040>pipe <00:07:42.140>specifically. <00:07:42.240>As <00:07:42.340>it <00:07:42.440>leaves <00:07:42.540>the <00:07:42.640>wall

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<00:07:44.230>pipe <00:07:44.231>specifically. <00:07:44.233>As <00:07:44.234>it <00:07:44.236>leaves <00:07:44.237>the <00:07:44.239>wall

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<00:07:44.240>pipe <00:07:44.318>specifically. <00:07:44.397>As <00:07:44.475>it <00:07:44.554>leaves <00:07:44.633>the <00:07:44.711>wall <00:07:44.790>of <00:07:44.868>the <00:07:44.947>house, <00:07:45.026>which <00:07:45.104>think <00:07:45.183>of <00:07:45.261>it <00:07:45.340>as <00:07:45.419>our

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<00:07:45.550>of <00:07:45.551>the <00:07:45.552>house, <00:07:45.553>which <00:07:45.554>think <00:07:45.555>of <00:07:45.556>it <00:07:45.557>as <00:07:45.559>our

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<00:07:45.560>of <00:07:45.647>the <00:07:45.735>house, <00:07:45.822>which <00:07:45.910>think <00:07:45.997>of <00:07:46.085>it <00:07:46.172>as <00:07:46.260>our <00:07:46.347>code <00:07:46.435>base, <00:07:46.522>it's <00:07:46.610>going <00:07:46.697>to <00:07:46.785>call <00:07:46.872>to <00:07:46.960>the

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<00:07:47.510>code <00:07:47.511>base, <00:07:47.512>it's <00:07:47.513>going <00:07:47.515>to <00:07:47.516>call <00:07:47.517>to <00:07:47.519>the

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<00:07:47.520>code <00:07:47.663>base, <00:07:47.806>it's <00:07:47.948>going <00:07:48.092>to <00:07:48.235>call <00:07:48.378>to <00:07:48.520>the <00:07:48.664>water <00:07:48.807>company.

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<00:07:48.950>water <00:07:48.959>company.

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<00:07:48.960>water <00:07:49.135>company. <00:07:49.310>So, <00:07:49.484>as <00:07:49.659>the <00:07:49.835>homeowner, <00:07:50.010>as <00:07:50.185>the <00:07:50.359>builder,

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<00:07:51.750>So, <00:07:51.751>as <00:07:51.753>the <00:07:51.754>homeowner, <00:07:51.756>as <00:07:51.757>the <00:07:51.759>builder,

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<00:07:51.760>So, <00:07:51.847>as <00:07:51.935>the <00:07:52.023>homeowner, <00:07:52.111>as <00:07:52.199>the <00:07:52.287>builder, <00:07:52.375>we <00:07:52.463>don't <00:07:52.551>know <00:07:52.639>the <00:07:52.727>standards <00:07:52.815>the <00:07:52.902>water

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<00:07:53.030>we <00:07:53.031>don't <00:07:53.033>know <00:07:53.034>the <00:07:53.036>standards <00:07:53.037>the <00:07:53.039>water

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<00:07:53.040>we <00:07:53.140>don't <00:07:53.240>know <00:07:53.340>the <00:07:53.440>standards <00:07:53.540>the <00:07:53.640>water <00:07:53.740>company <00:07:53.840>has. <00:07:53.940>They <00:07:54.040>have <00:07:54.140>to <00:07:54.240>set <00:07:54.340>that, <00:07:54.440>and

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<00:07:54.710>company <00:07:54.711>has. <00:07:54.712>They <00:07:54.713>have <00:07:54.715>to <00:07:54.716>set <00:07:54.717>that, <00:07:54.719>and

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<00:07:54.720>company <00:07:54.813>has. <00:07:54.906>They <00:07:55.000>have <00:07:55.093>to <00:07:55.186>set <00:07:55.280>that, <00:07:55.373>and <00:07:55.466>we <00:07:55.560>need <00:07:55.653>help. <00:07:55.746>We <00:07:55.840>also <00:07:55.933>needed <00:07:56.026>help <00:07:56.120>with

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<00:07:56.310>we <00:07:56.311>need <00:07:56.312>help. <00:07:56.313>We <00:07:56.315>also <00:07:56.316>needed <00:07:56.317>help <00:07:56.319>with

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<00:07:56.320>we <00:07:56.413>need <00:07:56.506>help. <00:07:56.599>We <00:07:56.692>also <00:07:56.784>needed <00:07:56.878>help <00:07:56.971>with <00:07:57.064>defining <00:07:57.157>what <00:07:57.250>types <00:07:57.343>of <00:07:57.436>pipes <00:07:57.529>to <00:07:57.622>put <00:07:57.715>in,

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<00:07:57.870>defining <00:07:57.871>what <00:07:57.872>types <00:07:57.873>of <00:07:57.875>pipes <00:07:57.876>to <00:07:57.877>put <00:07:57.879>in,

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<00:07:57.880>defining <00:07:57.973>what <00:07:58.066>types <00:07:58.159>of <00:07:58.253>pipes <00:07:58.346>to <00:07:58.440>put <00:07:58.533>in, <00:07:58.626>what <00:07:58.719>levels <00:07:58.813>to <00:07:58.906>put <00:07:59.000>them <00:07:59.093>in. <00:07:59.186>And <00:07:59.280>that's

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<00:07:59.670>what <00:07:59.671>levels <00:07:59.672>to <00:07:59.673>put <00:07:59.675>them <00:07:59.676>in. <00:07:59.677>And <00:07:59.679>that's

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<00:07:59.680>what <00:07:59.780>levels <00:07:59.880>to <00:07:59.980>put <00:08:00.080>them <00:08:00.180>in. <00:08:00.280>And <00:08:00.380>that's <00:08:00.480>the <00:08:00.580>manual <00:08:00.680>pretty <00:08:00.780>much <00:08:00.880>provided <00:08:00.980>by <00:08:01.080>the

00:08:02.950 --> 00:08:02.960 align:start position:0%
<00:08:02.950>the <00:08:02.951>manual <00:08:02.953>pretty <00:08:02.954>much <00:08:02.955>provided <00:08:02.957>by <00:08:02.959>the

00:08:02.960 --> 00:08:05.310 align:start position:0%
<00:08:02.960>the <00:08:03.060>manual <00:08:03.159>pretty <00:08:03.260>much <00:08:03.359>provided <00:08:03.460>by <00:08:03.560>the <00:08:03.659>water <00:08:03.760>company. <00:08:03.859>So, <00:08:03.960>in <00:08:04.060>this <00:08:04.159>case, <00:08:04.260>we <00:08:04.359>had

00:08:05.310 --> 00:08:05.320 align:start position:0%
<00:08:05.310>water <00:08:05.311>company. <00:08:05.312>So, <00:08:05.313>in <00:08:05.315>this <00:08:05.316>case, <00:08:05.317>we <00:08:05.319>had

00:08:05.320 --> 00:08:06.910 align:start position:0%
<00:08:05.320>water <00:08:05.420>company. <00:08:05.520>So, <00:08:05.620>in <00:08:05.719>this <00:08:05.820>case, <00:08:05.920>we <00:08:06.020>had <00:08:06.120>very <00:08:06.219>specifics. <00:08:06.320>Now, <00:08:06.420>you <00:08:06.520>can <00:08:06.620>also <00:08:06.719>think

00:08:06.910 --> 00:08:06.920 align:start position:0%
<00:08:06.910>very <00:08:06.911>specifics. <00:08:06.913>Now, <00:08:06.914>you <00:08:06.916>can <00:08:06.917>also <00:08:06.919>think

00:08:06.920 --> 00:08:08.110 align:start position:0%
<00:08:06.920>very <00:08:07.009>specifics. <00:08:07.098>Now, <00:08:07.187>you <00:08:07.277>can <00:08:07.366>also <00:08:07.455>think <00:08:07.544>if <00:08:07.634>you're <00:08:07.723>redoing <00:08:07.812>electricity <00:08:07.901>in <00:08:07.991>the

00:08:08.110 --> 00:08:08.120 align:start position:0%
<00:08:08.110>if <00:08:08.111>you're <00:08:08.113>redoing <00:08:08.115>electricity <00:08:08.117>in <00:08:08.119>the

00:08:08.120 --> 00:08:09.790 align:start position:0%
<00:08:08.120>if <00:08:08.247>you're <00:08:08.374>redoing <00:08:08.501>electricity <00:08:08.629>in <00:08:08.756>the <00:08:08.883>house <00:08:09.010>or <00:08:09.138>building <00:08:09.265>out <00:08:09.392>other <00:08:09.520>bits,

00:08:09.790 --> 00:08:09.800 align:start position:0%
<00:08:09.790>house <00:08:09.791>or <00:08:09.793>building <00:08:09.795>out <00:08:09.797>other <00:08:09.799>bits,

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<00:08:09.800>house <00:08:09.887>or <00:08:09.975>building <00:08:10.062>out <00:08:10.150>other <00:08:10.237>bits, <00:08:10.325>there's <00:08:10.412>going <00:08:10.500>to <00:08:10.587>be <00:08:10.675>these <00:08:10.763>external

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<00:08:10.870>there's <00:08:10.871>going <00:08:10.873>to <00:08:10.875>be <00:08:10.877>these <00:08:10.879>external

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<00:08:10.880>there's <00:08:10.987>going <00:08:11.095>to <00:08:11.203>be <00:08:11.310>these <00:08:11.418>external <00:08:11.526>sources. <00:08:11.633>So, <00:08:11.741>in <00:08:11.849>the <00:08:11.956>term <00:08:12.064>of <00:08:12.172>your <00:08:12.280>code

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<00:08:12.510>sources. <00:08:12.511>So, <00:08:12.512>in <00:08:12.513>the <00:08:12.515>term <00:08:12.516>of <00:08:12.517>your <00:08:12.519>code

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<00:08:12.520>sources. <00:08:12.694>So, <00:08:12.868>in <00:08:13.043>the <00:08:13.217>term <00:08:13.391>of <00:08:13.566>your <00:08:13.740>code <00:08:13.914>base,

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base,

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<00:08:14.080>base, <00:08:14.280>we <00:08:14.479>want <00:08:14.680>to <00:08:14.880>think <00:08:15.080>about <00:08:15.280>calling <00:08:15.479>our

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<00:08:15.750>we <00:08:15.751>want <00:08:15.753>to <00:08:15.754>think <00:08:15.756>about <00:08:15.757>calling <00:08:15.759>our

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<00:08:15.760>we <00:08:15.860>want <00:08:15.960>to <00:08:16.060>think <00:08:16.159>about <00:08:16.260>calling <00:08:16.360>our <00:08:16.460>supplier. <00:08:16.560>Um <00:08:16.659>so, <00:08:16.760>for <00:08:16.860>those <00:08:16.960>of <00:08:17.060>you <00:08:17.159>using

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<00:08:18.350>supplier. <00:08:18.351>Um <00:08:18.352>so, <00:08:18.353>for <00:08:18.355>those <00:08:18.356>of <00:08:18.357>you <00:08:18.359>using

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<00:08:18.360>supplier. <00:08:18.460>Um <00:08:18.560>so, <00:08:18.660>for <00:08:18.760>those <00:08:18.860>of <00:08:18.960>you <00:08:19.060>using <00:08:19.160>MCP <00:08:19.260>servers, <00:08:19.360>you <00:08:19.460>might <00:08:19.560>call <00:08:19.660>the <00:08:19.760>GitHub

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<00:08:20.190>MCP <00:08:20.191>servers, <00:08:20.193>you <00:08:20.194>might <00:08:20.195>call <00:08:20.197>the <00:08:20.199>GitHub

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<00:08:20.200>MCP <00:08:20.294>servers, <00:08:20.389>you <00:08:20.483>might <00:08:20.578>call <00:08:20.672>the <00:08:20.767>GitHub <00:08:20.861>MCP <00:08:20.956>server. <00:08:21.050>How <00:08:21.145>many <00:08:21.239>of <00:08:21.334>you <00:08:21.428>use <00:08:21.523>the

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<00:08:21.670>MCP <00:08:21.671>server. <00:08:21.672>How <00:08:21.673>many <00:08:21.675>of <00:08:21.676>you <00:08:21.677>use <00:08:21.679>the

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<00:08:21.680>MCP <00:08:21.820>server. <00:08:21.960>How <00:08:22.100>many <00:08:22.240>of <00:08:22.380>you <00:08:22.520>use <00:08:22.660>the <00:08:22.800>GitHub <00:08:22.940>MCP <00:08:23.080>server?

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<00:08:23.750>GitHub <00:08:23.754>MCP <00:08:23.759>server?

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<00:08:23.760>GitHub <00:08:23.873>MCP <00:08:23.987>server? <00:08:24.101>Quite <00:08:24.214>a <00:08:24.328>few <00:08:24.442>of <00:08:24.556>you. <00:08:24.669>Again, <00:08:24.783>we <00:08:24.897>can <00:08:25.010>pull

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<00:08:25.150>Quite <00:08:25.151>a <00:08:25.152>few <00:08:25.153>of <00:08:25.154>you. <00:08:25.155>Again, <00:08:25.156>we <00:08:25.157>can <00:08:25.159>pull

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<00:08:25.160>Quite <00:08:25.247>a <00:08:25.335>few <00:08:25.422>of <00:08:25.510>you. <00:08:25.597>Again, <00:08:25.685>we <00:08:25.772>can <00:08:25.860>pull <00:08:25.947>issues, <00:08:26.035>we <00:08:26.122>can <00:08:26.210>pull <00:08:26.297>requests. <00:08:26.385>Um <00:08:26.472>it <00:08:26.560>pull

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<00:08:27.430>issues, <00:08:27.431>we <00:08:27.432>can <00:08:27.433>pull <00:08:27.435>requests. <00:08:27.436>Um <00:08:27.437>it <00:08:27.439>pull

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<00:08:27.440>issues, <00:08:27.529>we <00:08:27.618>can <00:08:27.708>pull <00:08:27.797>requests. <00:08:27.886>Um <00:08:27.976>it <00:08:28.065>pull <00:08:28.154>There <00:08:28.244>are <00:08:28.333>all <00:08:28.422>sorts <00:08:28.512>of <00:08:28.601>MCP <00:08:28.691>servers

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<00:08:28.830>There <00:08:28.831>are <00:08:28.832>all <00:08:28.834>sorts <00:08:28.835>of <00:08:28.837>MCP <00:08:28.839>servers

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<00:08:28.840>There <00:08:28.947>are <00:08:29.055>all <00:08:29.163>sorts <00:08:29.270>of <00:08:29.378>MCP <00:08:29.486>servers <00:08:29.593>available. <00:08:29.701>Now, <00:08:29.809>I'm <00:08:29.916>a <00:08:30.024>I'm <00:08:30.132>a <00:08:30.239>Terraform

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<00:08:30.550>available. <00:08:30.551>Now, <00:08:30.553>I'm <00:08:30.554>a <00:08:30.556>I'm <00:08:30.557>a <00:08:30.559>Terraform

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<00:08:30.560>available. <00:08:30.667>Now, <00:08:30.775>I'm <00:08:30.883>a <00:08:30.990>I'm <00:08:31.098>a <00:08:31.206>Terraform <00:08:31.313>fan, <00:08:31.421>so <00:08:31.529>I'll <00:08:31.636>often <00:08:31.744>call <00:08:31.852>the <00:08:31.960>Terraform

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<00:08:32.630>fan, <00:08:32.631>so <00:08:32.633>I'll <00:08:32.634>often <00:08:32.635>call <00:08:32.637>the <00:08:32.639>Terraform

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<00:08:32.640>fan, <00:08:32.743>so <00:08:32.847>I'll <00:08:32.951>often <00:08:33.055>call <00:08:33.159>the <00:08:33.262>Terraform <00:08:33.366>MCP <00:08:33.470>server <00:08:33.574>when <00:08:33.678>I'm <00:08:33.782>writing

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<00:08:33.909>MCP <00:08:33.911>server <00:08:33.913>when <00:08:33.915>I'm <00:08:33.918>writing

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<00:08:33.919>MCP <00:08:34.058>server <00:08:34.198>when <00:08:34.338>I'm <00:08:34.478>writing <00:08:34.619>infrastructure <00:08:34.759>as <00:08:34.899>code. <00:08:35.039>What <00:08:35.179>I'm <00:08:35.318>then

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<00:08:35.870>infrastructure <00:08:35.871>as <00:08:35.873>code. <00:08:35.875>What <00:08:35.877>I'm <00:08:35.879>then

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<00:08:35.880>infrastructure <00:08:35.980>as <00:08:36.080>code. <00:08:36.179>What <00:08:36.280>I'm <00:08:36.380>then <00:08:36.480>telling <00:08:36.580>Copilot <00:08:36.679>to <00:08:36.780>do <00:08:36.880>is <00:08:36.980>go <00:08:37.080>to <00:08:37.179>the <00:08:37.280>MP

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<00:08:38.350>telling <00:08:38.351>Copilot <00:08:38.352>to <00:08:38.353>do <00:08:38.354>is <00:08:38.355>go <00:08:38.356>to <00:08:38.357>the <00:08:38.359>MP

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<00:08:38.360>telling <00:08:38.460>Copilot <00:08:38.560>to <00:08:38.659>do <00:08:38.760>is <00:08:38.860>go <00:08:38.960>to <00:08:39.060>the <00:08:39.159>MP <00:08:39.260>MCP <00:08:39.360>server, <00:08:39.460>understand <00:08:39.560>the <00:08:39.659>context, <00:08:39.760>the

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<00:08:40.350>MCP <00:08:40.351>server, <00:08:40.353>understand <00:08:40.355>the <00:08:40.357>context, <00:08:40.359>the

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<00:08:40.360>MCP <00:08:40.476>server, <00:08:40.593>understand <00:08:40.710>the <00:08:40.826>context, <00:08:40.943>the <00:08:41.060>protocols, <00:08:41.176>and <00:08:41.293>the <00:08:41.409>right <00:08:41.526>way <00:08:41.643>to <00:08:41.760>write

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<00:08:42.709>protocols, <00:08:42.710>and <00:08:42.712>the <00:08:42.713>right <00:08:42.715>way <00:08:42.716>to <00:08:42.718>write

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<00:08:42.719>protocols, <00:08:42.835>and <00:08:42.952>the <00:08:43.069>right <00:08:43.185>way <00:08:43.302>to <00:08:43.419>write <00:08:43.535>Terraform. <00:08:43.652>Instead <00:08:43.769>of <00:08:43.885>banging <00:08:44.002>my <00:08:44.119>head

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<00:08:44.630>Terraform. <00:08:44.631>Instead <00:08:44.633>of <00:08:44.635>banging <00:08:44.637>my <00:08:44.639>head

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<00:08:44.640>Terraform. <00:08:44.747>Instead <00:08:44.855>of <00:08:44.963>banging <00:08:45.070>my <00:08:45.178>head <00:08:45.286>against <00:08:45.393>the <00:08:45.501>wall <00:08:45.609>for <00:08:45.716>many <00:08:45.824>hours <00:08:45.932>or <00:08:46.040>maybe

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<00:08:46.310>against <00:08:46.311>the <00:08:46.312>wall <00:08:46.313>for <00:08:46.315>many <00:08:46.316>hours <00:08:46.317>or <00:08:46.319>maybe

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<00:08:46.320>against <00:08:46.436>the <00:08:46.553>wall <00:08:46.670>for <00:08:46.786>many <00:08:46.903>hours <00:08:47.020>or <00:08:47.136>maybe <00:08:47.253>reviewing <00:08:47.370>uh <00:08:47.486>infrastructure <00:08:47.603>as <00:08:47.720>code

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<00:08:47.990>reviewing <00:08:47.992>uh <00:08:47.994>infrastructure <00:08:47.996>as <00:08:47.999>code

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<00:08:48.000>reviewing <00:08:48.116>uh <00:08:48.233>infrastructure <00:08:48.350>as <00:08:48.466>code <00:08:48.583>script <00:08:48.700>that <00:08:48.816>might <00:08:48.933>not <00:08:49.050>be <00:08:49.166>in <00:08:49.283>the <00:08:49.400>right

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<00:08:49.590>script <00:08:49.591>that <00:08:49.592>might <00:08:49.593>not <00:08:49.595>be <00:08:49.596>in <00:08:49.597>the <00:08:49.599>right

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<00:08:49.600>script <00:08:49.747>that <00:08:49.894>might <00:08:50.042>not <00:08:50.189>be <00:08:50.336>in <00:08:50.484>the <00:08:50.631>right <00:08:50.779>direction.

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direction.

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<00:08:50.920>direction. <00:08:51.094>It <00:08:51.270>helps <00:08:51.444>guide <00:08:51.620>me <00:08:51.795>with <00:08:51.969>that. <00:08:52.145>But <00:08:52.319>again,

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<00:08:52.829>It <00:08:52.830>helps <00:08:52.831>guide <00:08:52.832>me <00:08:52.834>with <00:08:52.835>that. <00:08:52.836>But <00:08:52.838>again,

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<00:08:52.839>It <00:08:52.939>helps <00:08:53.039>guide <00:08:53.138>me <00:08:53.238>with <00:08:53.339>that. <00:08:53.439>But <00:08:53.539>again, <00:08:53.638>MCP <00:08:53.738>is <00:08:53.839>an <00:08:53.939>external <00:08:54.039>source. <00:08:54.138>While <00:08:54.238>they're

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<00:08:55.430>MCP <00:08:55.431>is <00:08:55.433>an <00:08:55.434>external <00:08:55.436>source. <00:08:55.437>While <00:08:55.439>they're

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<00:08:55.440>MCP <00:08:55.595>is <00:08:55.751>an <00:08:55.906>external <00:08:56.062>source. <00:08:56.217>While <00:08:56.373>they're <00:08:56.528>massively <00:08:56.684>beneficial, <00:08:56.840>um

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<00:08:57.870>massively <00:08:57.874>beneficial, <00:08:57.879>um

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<00:08:57.880>massively <00:08:58.020>beneficial, <00:08:58.160>um <00:08:58.300>they <00:08:58.439>do <00:08:58.580>incur <00:08:58.720>that <00:08:58.860>cost, <00:08:59.000>and <00:08:59.140>they <00:08:59.280>do

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<00:08:59.510>they <00:08:59.511>do <00:08:59.512>incur <00:08:59.513>that <00:08:59.515>cost, <00:08:59.516>and <00:08:59.517>they <00:08:59.519>do

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<00:08:59.520>they <00:08:59.627>do <00:08:59.735>incur <00:08:59.843>that <00:08:59.950>cost, <00:09:00.058>and <00:09:00.166>they <00:09:00.273>do <00:09:00.381>consume <00:09:00.489>tokens. <00:09:00.596>Now, <00:09:00.704>saying <00:09:00.812>that, <00:09:00.920>again,

00:09:02.230 --> 00:09:02.240 align:start position:0%
<00:09:02.230>consume <00:09:02.231>tokens. <00:09:02.233>Now, <00:09:02.235>saying <00:09:02.237>that, <00:09:02.239>again,

00:09:02.240 --> 00:09:04.030 align:start position:0%
<00:09:02.240>consume <00:09:02.356>tokens. <00:09:02.473>Now, <00:09:02.590>saying <00:09:02.706>that, <00:09:02.823>again, <00:09:02.940>many <00:09:03.056>of <00:09:03.173>you <00:09:03.290>in <00:09:03.406>regulated <00:09:03.523>industries <00:09:03.640>may

00:09:04.030 --> 00:09:04.040 align:start position:0%
<00:09:04.030>many <00:09:04.031>of <00:09:04.033>you <00:09:04.034>in <00:09:04.036>regulated <00:09:04.037>industries <00:09:04.039>may

00:09:04.040 --> 00:09:05.310 align:start position:0%
<00:09:04.040>many <00:09:04.127>of <00:09:04.215>you <00:09:04.303>in <00:09:04.391>regulated <00:09:04.479>industries <00:09:04.567>may <00:09:04.655>see <00:09:04.743>this. <00:09:04.831>A <00:09:04.919>lot <00:09:05.007>of <00:09:05.095>customers <00:09:05.183>are

00:09:05.310 --> 00:09:05.320 align:start position:0%
<00:09:05.310>see <00:09:05.311>this. <00:09:05.313>A <00:09:05.314>lot <00:09:05.316>of <00:09:05.317>customers <00:09:05.319>are

00:09:05.320 --> 00:09:08.070 align:start position:0%
<00:09:05.320>see <00:09:05.427>this. <00:09:05.535>A <00:09:05.643>lot <00:09:05.750>of <00:09:05.858>customers <00:09:05.966>are <00:09:06.073>building <00:09:06.181>their <00:09:06.289>own <00:09:06.396>MCP <00:09:06.504>servers. <00:09:06.612>Now, <00:09:06.720>why

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<00:09:08.070>building <00:09:08.071>their <00:09:08.073>own <00:09:08.074>MCP <00:09:08.076>servers. <00:09:08.077>Now, <00:09:08.079>why

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<00:09:08.080>building <00:09:08.187>their <00:09:08.295>own <00:09:08.403>MCP <00:09:08.510>servers. <00:09:08.618>Now, <00:09:08.726>why <00:09:08.833>would <00:09:08.941>you <00:09:09.049>do <00:09:09.156>that? <00:09:09.264>Um <00:09:09.372>you're <00:09:09.480>hosting

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<00:09:09.990>would <00:09:09.991>you <00:09:09.993>do <00:09:09.994>that? <00:09:09.996>Um <00:09:09.997>you're <00:09:09.999>hosting

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<00:09:10.000>would <00:09:10.097>you <00:09:10.194>do <00:09:10.291>that? <00:09:10.388>Um <00:09:10.485>you're <00:09:10.582>hosting <00:09:10.679>your <00:09:10.776>own <00:09:10.873>MCP <00:09:10.970>server, <00:09:11.067>and <00:09:11.164>you <00:09:11.261>think, <00:09:11.359>you

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<00:09:11.510>your <00:09:11.511>own <00:09:11.512>MCP <00:09:11.513>server, <00:09:11.515>and <00:09:11.516>you <00:09:11.517>think, <00:09:11.519>you

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<00:09:11.520>your <00:09:11.607>own <00:09:11.694>MCP <00:09:11.781>server, <00:09:11.868>and <00:09:11.955>you <00:09:12.043>think, <00:09:12.130>you <00:09:12.217>know <00:09:12.304>what? <00:09:12.391>I <00:09:12.479>want <00:09:12.566>to <00:09:12.653>get <00:09:12.740>the <00:09:12.827>context <00:09:12.915>of

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<00:09:13.070>know <00:09:13.071>what? <00:09:13.072>I <00:09:13.073>want <00:09:13.074>to <00:09:13.075>get <00:09:13.076>the <00:09:13.077>context <00:09:13.079>of

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<00:09:13.080>know <00:09:13.196>what? <00:09:13.313>I <00:09:13.430>want <00:09:13.546>to <00:09:13.663>get <00:09:13.780>the <00:09:13.896>context <00:09:14.013>of <00:09:14.130>my <00:09:14.246>organization. <00:09:14.363>So, <00:09:14.480>they're

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<00:09:14.710>my <00:09:14.713>organization. <00:09:14.716>So, <00:09:14.719>they're

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<00:09:14.720>my <00:09:14.920>organization. <00:09:15.120>So, <00:09:15.320>they're <00:09:15.520>self-hosting <00:09:15.720>MCP <00:09:15.920>servers, <00:09:16.120>connecting

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<00:09:16.590>self-hosting <00:09:16.593>MCP <00:09:16.596>servers, <00:09:16.599>connecting

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<00:09:16.600>self-hosting <00:09:16.740>MCP <00:09:16.880>servers, <00:09:17.020>connecting <00:09:17.160>Copilot <00:09:17.300>to <00:09:17.440>that, <00:09:17.580>so <00:09:17.720>they <00:09:17.860>understand <00:09:18.000>very

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<00:09:18.950>Copilot <00:09:18.951>to <00:09:18.953>that, <00:09:18.954>so <00:09:18.956>they <00:09:18.957>understand <00:09:18.959>very

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<00:09:18.960>Copilot <00:09:19.087>to <00:09:19.214>that, <00:09:19.341>so <00:09:19.469>they <00:09:19.596>understand <00:09:19.723>very <00:09:19.850>specific <00:09:19.978>things, <00:09:20.105>especially <00:09:20.232>around <00:09:20.360>data.

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<00:09:20.950>specific <00:09:20.952>things, <00:09:20.954>especially <00:09:20.956>around <00:09:20.959>data.

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<00:09:20.960>specific <00:09:21.100>things, <00:09:21.240>especially <00:09:21.380>around <00:09:21.520>data. <00:09:21.660>Any <00:09:21.800>data <00:09:21.940>experts <00:09:22.080>in <00:09:22.220>the <00:09:22.360>room?

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<00:09:23.670>Any <00:09:23.671>data <00:09:23.673>experts <00:09:23.675>in <00:09:23.677>the <00:09:23.679>room?

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<00:09:23.680>Any <00:09:23.787>data <00:09:23.895>experts <00:09:24.003>in <00:09:24.110>the <00:09:24.218>room? <00:09:24.326>Couple <00:09:24.433>of <00:09:24.541>you. <00:09:24.649>So, <00:09:24.756>a <00:09:24.864>lot <00:09:24.972>of <00:09:25.079>customers

00:09:25.310 --> 00:09:25.320 align:start position:0%
<00:09:25.310>Couple <00:09:25.311>of <00:09:25.312>you. <00:09:25.313>So, <00:09:25.315>a <00:09:25.316>lot <00:09:25.317>of <00:09:25.319>customers

00:09:25.320 --> 00:09:26.190 align:start position:0%
<00:09:25.320>Couple <00:09:25.380>of <00:09:25.440>you. <00:09:25.500>So, <00:09:25.560>a <00:09:25.621>lot <00:09:25.681>of <00:09:25.741>customers <00:09:25.801>are <00:09:25.862>doing <00:09:25.922>that, <00:09:25.982>especially <00:09:26.042>for <00:09:26.103>their

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<00:09:26.190>are <00:09:26.191>doing <00:09:26.193>that, <00:09:26.195>especially <00:09:26.197>for <00:09:26.199>their

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<00:09:26.200>are <00:09:26.327>doing <00:09:26.454>that, <00:09:26.581>especially <00:09:26.709>for <00:09:26.836>their <00:09:26.963>data <00:09:27.090>residency, <00:09:27.218>but <00:09:27.345>also <00:09:27.472>consuming <00:09:27.600>that

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<00:09:28.310>data <00:09:28.311>residency, <00:09:28.313>but <00:09:28.315>also <00:09:28.317>consuming <00:09:28.319>that

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<00:09:28.320>data <00:09:28.447>residency, <00:09:28.574>but <00:09:28.701>also <00:09:28.829>consuming <00:09:28.956>that <00:09:29.083>data <00:09:29.210>and <00:09:29.338>running <00:09:29.465>tests <00:09:29.592>against <00:09:29.720>that.

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<00:09:32.600>So, <00:09:32.775>what <00:09:32.950>does <00:09:33.125>this <00:09:33.300>look <00:09:33.475>like <00:09:33.650>end <00:09:33.825>to <00:09:34.000>end?

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<00:09:34.230>So, <00:09:34.231>what <00:09:34.232>does <00:09:34.233>this <00:09:34.234>look <00:09:34.235>like <00:09:34.236>end <00:09:34.237>to <00:09:34.239>end?

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<00:09:34.240>So, <00:09:34.322>what <00:09:34.404>does <00:09:34.487>this <00:09:34.569>look <00:09:34.651>like <00:09:34.734>end <00:09:34.816>to <00:09:34.898>end? <00:09:34.981>We <00:09:35.063>want <00:09:35.145>to <00:09:35.228>create <00:09:35.310>a <00:09:35.392>a <00:09:35.475>feature. <00:09:35.557>Now, <00:09:35.640>if

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<00:09:35.950>We <00:09:35.951>want <00:09:35.952>to <00:09:35.953>create <00:09:35.954>a <00:09:35.955>a <00:09:35.956>feature. <00:09:35.957>Now, <00:09:35.959>if

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<00:09:35.960>We <00:09:36.047>want <00:09:36.135>to <00:09:36.222>create <00:09:36.310>a <00:09:36.397>a <00:09:36.485>feature. <00:09:36.572>Now, <00:09:36.660>if <00:09:36.747>we <00:09:36.835>think <00:09:36.922>about <00:09:37.010>what <00:09:37.097>a <00:09:37.185>feature <00:09:37.272>in <00:09:37.360>a

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<00:09:37.750>we <00:09:37.751>think <00:09:37.752>about <00:09:37.753>what <00:09:37.755>a <00:09:37.756>feature <00:09:37.757>in <00:09:37.759>a

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<00:09:37.760>we <00:09:37.867>think <00:09:37.975>about <00:09:38.083>what <00:09:38.190>a <00:09:38.298>feature <00:09:38.406>in <00:09:38.513>a <00:09:38.621>process <00:09:38.729>looks <00:09:38.836>like <00:09:38.944>today <00:09:39.052>without <00:09:39.160>agents

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<00:09:40.070>process <00:09:40.071>looks <00:09:40.073>like <00:09:40.075>today <00:09:40.077>without <00:09:40.079>agents

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<00:09:40.080>process <00:09:40.187>looks <00:09:40.295>like <00:09:40.403>today <00:09:40.510>without <00:09:40.618>agents <00:09:40.726>or <00:09:40.833>before <00:09:40.941>agents, <00:09:41.049>we <00:09:41.156>would <00:09:41.264>have <00:09:41.372>an <00:09:41.480>idea

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<00:09:42.750>or <00:09:42.751>before <00:09:42.752>agents, <00:09:42.753>we <00:09:42.755>would <00:09:42.756>have <00:09:42.757>an <00:09:42.759>idea

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<00:09:42.760>or <00:09:42.853>before <00:09:42.946>agents, <00:09:43.040>we <00:09:43.133>would <00:09:43.226>have <00:09:43.319>an <00:09:43.413>idea <00:09:43.506>as <00:09:43.600>a <00:09:43.693>developer. <00:09:43.786>I <00:09:43.880>have <00:09:43.973>this <00:09:44.066>great <00:09:44.160>idea.

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<00:09:44.790>as <00:09:44.791>a <00:09:44.792>developer. <00:09:44.793>I <00:09:44.795>have <00:09:44.796>this <00:09:44.797>great <00:09:44.799>idea.

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<00:09:44.800>as <00:09:44.885>a <00:09:44.971>developer. <00:09:45.057>I <00:09:45.143>have <00:09:45.228>this <00:09:45.314>great <00:09:45.400>idea. <00:09:45.486>I'm <00:09:45.572>going <00:09:45.658>to <00:09:45.743>bang <00:09:45.829>heads <00:09:45.915>with <00:09:46.001>my <00:09:46.087>friend

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<00:09:46.230>I'm <00:09:46.231>going <00:09:46.232>to <00:09:46.233>bang <00:09:46.235>heads <00:09:46.236>with <00:09:46.237>my <00:09:46.239>friend

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<00:09:46.240>I'm <00:09:46.339>going <00:09:46.439>to <00:09:46.538>bang <00:09:46.638>heads <00:09:46.738>with <00:09:46.837>my <00:09:46.937>friend <00:09:47.037>Manfred <00:09:47.136>in <00:09:47.236>the <00:09:47.336>front <00:09:47.435>here. <00:09:47.535>We're <00:09:47.635>going

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<00:09:47.790>Manfred <00:09:47.791>in <00:09:47.793>the <00:09:47.794>front <00:09:47.795>here. <00:09:47.797>We're <00:09:47.799>going

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<00:09:47.800>Manfred <00:09:47.900>in <00:09:48.000>the <00:09:48.099>front <00:09:48.199>here. <00:09:48.300>We're <00:09:48.400>going <00:09:48.500>to <00:09:48.599>have <00:09:48.699>this <00:09:48.800>really <00:09:48.900>good <00:09:49.000>back <00:09:49.099>and <00:09:49.199>forth

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<00:09:49.910>to <00:09:49.911>have <00:09:49.912>this <00:09:49.913>really <00:09:49.915>good <00:09:49.916>back <00:09:49.917>and <00:09:49.919>forth

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<00:09:49.920>to <00:09:50.027>have <00:09:50.135>this <00:09:50.243>really <00:09:50.350>good <00:09:50.458>back <00:09:50.566>and <00:09:50.673>forth <00:09:50.781>about <00:09:50.889>something. <00:09:50.996>We're <00:09:51.104>going <00:09:51.212>to <00:09:51.319>maybe

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<00:09:51.750>about <00:09:51.751>something. <00:09:51.753>We're <00:09:51.755>going <00:09:51.757>to <00:09:51.759>maybe

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<00:09:51.760>about <00:09:51.867>something. <00:09:51.975>We're <00:09:52.083>going <00:09:52.190>to <00:09:52.298>maybe <00:09:52.406>open <00:09:52.513>it <00:09:52.621>in <00:09:52.729>an <00:09:52.836>issue <00:09:52.944>in <00:09:53.052>GitHub, <00:09:53.160>talk

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<00:09:53.710>open <00:09:53.711>it <00:09:53.712>in <00:09:53.713>an <00:09:53.715>issue <00:09:53.716>in <00:09:53.717>GitHub, <00:09:53.719>talk

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<00:09:53.720>open <00:09:53.807>it <00:09:53.895>in <00:09:53.982>an <00:09:54.070>issue <00:09:54.157>in <00:09:54.245>GitHub, <00:09:54.332>talk <00:09:54.420>about <00:09:54.507>it, <00:09:54.595>uh <00:09:54.682>bring <00:09:54.770>in <00:09:54.857>other <00:09:54.945>folks <00:09:55.032>in <00:09:55.120>the

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<00:09:55.590>about <00:09:55.591>it, <00:09:55.592>uh <00:09:55.593>bring <00:09:55.594>in <00:09:55.595>other <00:09:55.596>folks <00:09:55.597>in <00:09:55.599>the

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<00:09:55.600>about <00:09:55.669>it, <00:09:55.738>uh <00:09:55.807>bring <00:09:55.876>in <00:09:55.945>other <00:09:56.015>folks <00:09:56.084>in <00:09:56.153>the <00:09:56.222>team, <00:09:56.291>and <00:09:56.361>we're <00:09:56.430>going <00:09:56.499>to <00:09:56.568>iterate <00:09:56.637>on <00:09:56.707>that

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<00:09:56.830>team, <00:09:56.831>and <00:09:56.832>we're <00:09:56.833>going <00:09:56.835>to <00:09:56.836>iterate <00:09:56.837>on <00:09:56.839>that

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<00:09:56.840>team, <00:09:56.940>and <00:09:57.040>we're <00:09:57.140>going <00:09:57.240>to <00:09:57.340>iterate <00:09:57.440>on <00:09:57.540>that <00:09:57.640>issue. <00:09:57.740>That <00:09:57.840>took <00:09:57.940>weeks <00:09:58.040>to <00:09:58.140>months <00:09:58.240>for

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<00:09:58.870>issue. <00:09:58.871>That <00:09:58.873>took <00:09:58.874>weeks <00:09:58.876>to <00:09:58.877>months <00:09:58.879>for

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<00:09:58.880>issue. <00:09:58.980>That <00:09:59.080>took <00:09:59.180>weeks <00:09:59.280>to <00:09:59.380>months <00:09:59.480>for <00:09:59.580>that <00:09:59.680>for <00:09:59.780>that <00:09:59.880>idea <00:09:59.980>to <00:10:00.080>go <00:10:00.180>to <00:10:00.280>full

00:10:01.510 --> 00:10:01.520 align:start position:0%
<00:10:01.510>that <00:10:01.511>for <00:10:01.512>that <00:10:01.513>idea <00:10:01.515>to <00:10:01.516>go <00:10:01.517>to <00:10:01.519>full

00:10:01.520 --> 00:10:03.230 align:start position:0%
<00:10:01.520>that <00:10:01.636>for <00:10:01.753>that <00:10:01.870>idea <00:10:01.986>to <00:10:02.103>go <00:10:02.220>to <00:10:02.336>full <00:10:02.453>production <00:10:02.569>or <00:10:02.686>even <00:10:02.803>just <00:10:02.920>a

00:10:03.230 --> 00:10:03.240 align:start position:0%
<00:10:03.230>production <00:10:03.232>or <00:10:03.234>even <00:10:03.236>just <00:10:03.239>a

00:10:03.240 --> 00:10:05.390 align:start position:0%
<00:10:03.240>production <00:10:03.356>or <00:10:03.473>even <00:10:03.590>just <00:10:03.706>a <00:10:03.823>a <00:10:03.940>dev <00:10:04.056>environment. <00:10:04.173>When <00:10:04.290>we <00:10:04.406>look <00:10:04.523>at <00:10:04.640>the

00:10:05.390 --> 00:10:05.400 align:start position:0%
<00:10:05.390>a <00:10:05.391>dev <00:10:05.392>environment. <00:10:05.393>When <00:10:05.395>we <00:10:05.396>look <00:10:05.397>at <00:10:05.399>the

00:10:05.400 --> 00:10:08.230 align:start position:0%
<00:10:05.400>a <00:10:05.507>dev <00:10:05.615>environment. <00:10:05.723>When <00:10:05.830>we <00:10:05.938>look <00:10:06.046>at <00:10:06.153>the <00:10:06.261>feature <00:10:06.369>development <00:10:06.476>in <00:10:06.584>the <00:10:06.692>agentic <00:10:06.800>era,

00:10:08.230 --> 00:10:08.240 align:start position:0%
<00:10:08.230>feature <00:10:08.231>development <00:10:08.233>in <00:10:08.235>the <00:10:08.237>agentic <00:10:08.239>era,

00:10:08.240 --> 00:10:09.470 align:start position:0%
<00:10:08.240>feature <00:10:08.332>development <00:10:08.424>in <00:10:08.516>the <00:10:08.609>agentic <00:10:08.701>era, <00:10:08.793>Manfred <00:10:08.885>and <00:10:08.978>I <00:10:09.070>can <00:10:09.162>still <00:10:09.254>have <00:10:09.347>this

00:10:09.470 --> 00:10:09.480 align:start position:0%
<00:10:09.470>Manfred <00:10:09.471>and <00:10:09.473>I <00:10:09.474>can <00:10:09.476>still <00:10:09.477>have <00:10:09.479>this

00:10:09.480 --> 00:10:11.870 align:start position:0%
<00:10:09.480>Manfred <00:10:09.587>and <00:10:09.695>I <00:10:09.803>can <00:10:09.910>still <00:10:10.018>have <00:10:10.126>this <00:10:10.233>conversation <00:10:10.341>about <00:10:10.449>our <00:10:10.556>idea. <00:10:10.664>I <00:10:10.772>can <00:10:10.880>ask

00:10:11.870 --> 00:10:11.880 align:start position:0%
<00:10:11.870>conversation <00:10:11.871>about <00:10:11.873>our <00:10:11.874>idea. <00:10:11.876>I <00:10:11.877>can <00:10:11.879>ask

00:10:11.880 --> 00:10:13.710 align:start position:0%
<00:10:11.880>conversation <00:10:11.980>about <00:10:12.080>our <00:10:12.180>idea. <00:10:12.280>I <00:10:12.380>can <00:10:12.480>ask <00:10:12.580>Copilot <00:10:12.680>to <00:10:12.780>open <00:10:12.880>up <00:10:12.980>a <00:10:13.080>pull <00:10:13.180>request <00:10:13.280>and

00:10:13.710 --> 00:10:13.720 align:start position:0%
<00:10:13.710>Copilot <00:10:13.711>to <00:10:13.712>open <00:10:13.713>up <00:10:13.715>a <00:10:13.716>pull <00:10:13.717>request <00:10:13.719>and

00:10:13.720 --> 00:10:15.830 align:start position:0%
<00:10:13.720>Copilot <00:10:13.820>to <00:10:13.920>open <00:10:14.020>up <00:10:14.120>a <00:10:14.220>pull <00:10:14.320>request <00:10:14.420>and <00:10:14.520>get <00:10:14.620>started <00:10:14.720>right <00:10:14.820>away. <00:10:14.920>So, <00:10:15.020>that <00:10:15.120>idea

00:10:15.830 --> 00:10:15.840 align:start position:0%
<00:10:15.830>get <00:10:15.831>started <00:10:15.833>right <00:10:15.834>away. <00:10:15.836>So, <00:10:15.837>that <00:10:15.839>idea

00:10:15.840 --> 00:10:17.550 align:start position:0%
<00:10:15.840>get <00:10:15.956>started <00:10:16.073>right <00:10:16.190>away. <00:10:16.306>So, <00:10:16.423>that <00:10:16.540>idea <00:10:16.656>gets <00:10:16.773>worked <00:10:16.890>on <00:10:17.006>immediately. <00:10:17.123>The <00:10:17.240>other

00:10:17.550 --> 00:10:17.560 align:start position:0%
<00:10:17.550>gets <00:10:17.551>worked <00:10:17.553>on <00:10:17.555>immediately. <00:10:17.557>The <00:10:17.559>other

00:10:17.560 --> 00:10:19.630 align:start position:0%
<00:10:17.560>gets <00:10:17.660>worked <00:10:17.760>on <00:10:17.859>immediately. <00:10:17.959>The <00:10:18.060>other <00:10:18.160>cool <00:10:18.260>thing <00:10:18.359>is, <00:10:18.459>I <00:10:18.560>can <00:10:18.660>work <00:10:18.760>where <00:10:18.859>I'm <00:10:18.959>at.

00:10:19.630 --> 00:10:19.640 align:start position:0%
<00:10:19.630>cool <00:10:19.631>thing <00:10:19.632>is, <00:10:19.633>I <00:10:19.634>can <00:10:19.635>work <00:10:19.636>where <00:10:19.637>I'm <00:10:19.639>at.

00:10:19.640 --> 00:10:21.030 align:start position:0%
<00:10:19.640>cool <00:10:19.718>thing <00:10:19.796>is, <00:10:19.874>I <00:10:19.952>can <00:10:20.030>work <00:10:20.109>where <00:10:20.187>I'm <00:10:20.265>at. <00:10:20.343>So, <00:10:20.421>Manfred <00:10:20.500>and <00:10:20.578>I <00:10:20.656>could <00:10:20.734>be <00:10:20.812>chatting <00:10:20.891>in

00:10:21.030 --> 00:10:21.040 align:start position:0%
<00:10:21.030>So, <00:10:21.031>Manfred <00:10:21.032>and <00:10:21.033>I <00:10:21.035>could <00:10:21.036>be <00:10:21.037>chatting <00:10:21.039>in

00:10:21.040 --> 00:10:23.310 align:start position:0%
<00:10:21.040>So, <00:10:21.127>Manfred <00:10:21.214>and <00:10:21.302>I <00:10:21.390>could <00:10:21.477>be <00:10:21.564>chatting <00:10:21.652>in <00:10:21.740>Slack. <00:10:21.827>I <00:10:21.915>can <00:10:22.002>act <00:10:22.089>I <00:10:22.177>can <00:10:22.265>act <00:10:22.352>Copilot <00:10:22.439>and

00:10:23.310 --> 00:10:23.320 align:start position:0%
<00:10:23.310>Slack. <00:10:23.311>I <00:10:23.312>can <00:10:23.313>act <00:10:23.314>I <00:10:23.315>can <00:10:23.316>act <00:10:23.317>Copilot <00:10:23.319>and

00:10:23.320 --> 00:10:25.230 align:start position:0%
<00:10:23.320>Slack. <00:10:23.413>I <00:10:23.506>can <00:10:23.600>act <00:10:23.693>I <00:10:23.786>can <00:10:23.880>act <00:10:23.973>Copilot <00:10:24.066>and <00:10:24.160>bring <00:10:24.253>it <00:10:24.346>into <00:10:24.440>the <00:10:24.533>conversation. <00:10:24.626>And <00:10:24.720>from

00:10:25.230 --> 00:10:25.240 align:start position:0%
<00:10:25.230>bring <00:10:25.231>it <00:10:25.233>into <00:10:25.234>the <00:10:25.236>conversation. <00:10:25.237>And <00:10:25.239>from

00:10:25.240 --> 00:10:26.950 align:start position:0%
<00:10:25.240>bring <00:10:25.340>it <00:10:25.440>into <00:10:25.540>the <00:10:25.640>conversation. <00:10:25.740>And <00:10:25.840>from <00:10:25.940>when <00:10:26.040>that <00:10:26.140>feature <00:10:26.240>request <00:10:26.340>goes <00:10:26.440>in, <00:10:26.540>I <00:10:26.640>can

00:10:26.950 --> 00:10:26.960 align:start position:0%
<00:10:26.950>when <00:10:26.951>that <00:10:26.952>feature <00:10:26.953>request <00:10:26.955>goes <00:10:26.956>in, <00:10:26.957>I <00:10:26.959>can

00:10:26.960 --> 00:10:29.110 align:start position:0%
<00:10:26.960>when <00:10:27.053>that <00:10:27.146>feature <00:10:27.240>request <00:10:27.333>goes <00:10:27.426>in, <00:10:27.520>I <00:10:27.613>can <00:10:27.706>then <00:10:27.800>look <00:10:27.893>at <00:10:27.986>what <00:10:28.080>this <00:10:28.173>new <00:10:28.266>feature <00:10:28.360>flow

00:10:29.110 --> 00:10:29.120 align:start position:0%
<00:10:29.110>then <00:10:29.111>look <00:10:29.112>at <00:10:29.113>what <00:10:29.115>this <00:10:29.116>new <00:10:29.117>feature <00:10:29.119>flow

00:10:29.120 --> 00:10:30.750 align:start position:0%
<00:10:29.120>then <00:10:29.207>look <00:10:29.295>at <00:10:29.382>what <00:10:29.470>this <00:10:29.557>new <00:10:29.645>feature <00:10:29.732>flow <00:10:29.820>looks <00:10:29.907>like. <00:10:29.995>I <00:10:30.082>can <00:10:30.170>also <00:10:30.257>do <00:10:30.345>this <00:10:30.432>with <00:10:30.520>any

00:10:30.750 --> 00:10:30.760 align:start position:0%
<00:10:30.750>looks <00:10:30.751>like. <00:10:30.752>I <00:10:30.753>can <00:10:30.754>also <00:10:30.755>do <00:10:30.756>this <00:10:30.757>with <00:10:30.759>any

00:10:30.760 --> 00:10:32.950 align:start position:0%
<00:10:30.760>looks <00:10:30.847>like. <00:10:30.935>I <00:10:31.022>can <00:10:31.110>also <00:10:31.197>do <00:10:31.285>this <00:10:31.372>with <00:10:31.460>any <00:10:31.547>new <00:10:31.635>task <00:10:31.722>I'm <00:10:31.810>assigned <00:10:31.897>to. <00:10:31.985>So, <00:10:32.072>let's <00:10:32.160>say

00:10:32.950 --> 00:10:32.960 align:start position:0%
<00:10:32.950>new <00:10:32.951>task <00:10:32.952>I'm <00:10:32.953>assigned <00:10:32.955>to. <00:10:32.956>So, <00:10:32.957>let's <00:10:32.959>say

00:10:32.960 --> 00:10:34.430 align:start position:0%
<00:10:32.960>new <00:10:33.092>task <00:10:33.224>I'm <00:10:33.356>assigned <00:10:33.489>to. <00:10:33.621>So, <00:10:33.753>let's <00:10:33.886>say <00:10:34.018>we <00:10:34.150>have <00:10:34.282>um

00:10:34.430 --> 00:10:34.440 align:start position:0%
<00:10:34.430>we <00:10:34.434>have <00:10:34.439>um

00:10:34.440 --> 00:10:35.590 align:start position:0%
<00:10:34.440>we <00:10:34.543>have <00:10:34.647>um <00:10:34.750>in <00:10:34.854>the <00:10:34.957>code <00:10:35.061>base <00:10:35.164>we're <00:10:35.268>working <00:10:35.371>in, <00:10:35.475>we're

00:10:35.590 --> 00:10:35.600 align:start position:0%
<00:10:35.590>in <00:10:35.591>the <00:10:35.592>code <00:10:35.593>base <00:10:35.595>we're <00:10:35.596>working <00:10:35.597>in, <00:10:35.599>we're

00:10:35.600 --> 00:10:37.710 align:start position:0%
<00:10:35.600>in <00:10:35.693>the <00:10:35.786>code <00:10:35.880>base <00:10:35.973>we're <00:10:36.066>working <00:10:36.160>in, <00:10:36.253>we're <00:10:36.346>going <00:10:36.440>to <00:10:36.533>upload <00:10:36.626>a <00:10:36.720>photo <00:10:36.813>to <00:10:36.906>a <00:10:37.000>damaged

00:10:37.710 --> 00:10:37.720 align:start position:0%
<00:10:37.710>going <00:10:37.711>to <00:10:37.712>upload <00:10:37.713>a <00:10:37.715>photo <00:10:37.716>to <00:10:37.717>a <00:10:37.719>damaged

00:10:37.720 --> 00:10:39.750 align:start position:0%
<00:10:37.720>going <00:10:37.827>to <00:10:37.935>upload <00:10:38.043>a <00:10:38.150>photo <00:10:38.258>to <00:10:38.366>a <00:10:38.473>damaged <00:10:38.581>product <00:10:38.689>claim, <00:10:38.796>and <00:10:38.904>I'm <00:10:39.012>using <00:10:39.120>different

00:10:39.750 --> 00:10:39.760 align:start position:0%
<00:10:39.750>product <00:10:39.751>claim, <00:10:39.753>and <00:10:39.755>I'm <00:10:39.757>using <00:10:39.759>different

00:10:39.760 --> 00:10:41.110 align:start position:0%
<00:10:39.760>product <00:10:39.853>claim, <00:10:39.946>and <00:10:40.040>I'm <00:10:40.133>using <00:10:40.227>different <00:10:40.320>custom <00:10:40.414>agents. <00:10:40.507>I'm <00:10:40.601>going <00:10:40.694>to <00:10:40.788>show <00:10:40.881>you <00:10:40.975>all

00:10:41.110 --> 00:10:41.120 align:start position:0%
<00:10:41.110>custom <00:10:41.111>agents. <00:10:41.112>I'm <00:10:41.113>going <00:10:41.115>to <00:10:41.116>show <00:10:41.117>you <00:10:41.119>all

00:10:41.120 --> 00:10:42.670 align:start position:0%
<00:10:41.120>custom <00:10:41.213>agents. <00:10:41.306>I'm <00:10:41.399>going <00:10:41.492>to <00:10:41.585>show <00:10:41.678>you <00:10:41.771>all <00:10:41.864>the <00:10:41.957>agents <00:10:42.050>I <00:10:42.143>have <00:10:42.236>configured <00:10:42.329>in <00:10:42.421>a <00:10:42.515>couple

00:10:42.670 --> 00:10:42.680 align:start position:0%
<00:10:42.670>the <00:10:42.671>agents <00:10:42.672>I <00:10:42.673>have <00:10:42.675>configured <00:10:42.676>in <00:10:42.677>a <00:10:42.679>couple

00:10:42.680 --> 00:10:44.950 align:start position:0%
<00:10:42.680>the <00:10:42.773>agents <00:10:42.866>I <00:10:42.959>have <00:10:43.053>configured <00:10:43.146>in <00:10:43.239>a <00:10:43.333>couple <00:10:43.426>minutes, <00:10:43.520>but <00:10:43.613>we're <00:10:43.706>going <00:10:43.800>to <00:10:43.893>use <00:10:43.986>a <00:10:44.079>QA

00:10:44.950 --> 00:10:44.960 align:start position:0%
<00:10:44.950>minutes, <00:10:44.951>but <00:10:44.952>we're <00:10:44.953>going <00:10:44.955>to <00:10:44.956>use <00:10:44.957>a <00:10:44.959>QA

00:10:44.960 --> 00:10:46.710 align:start position:0%
<00:10:44.960>minutes, <00:10:45.060>but <00:10:45.160>we're <00:10:45.260>going <00:10:45.360>to <00:10:45.460>use <00:10:45.560>a <00:10:45.660>QA <00:10:45.760>reviewer <00:10:45.860>agent <00:10:45.960>because <00:10:46.060>I <00:10:46.160>very <00:10:46.260>much <00:10:46.360>need

00:10:46.710 --> 00:10:46.720 align:start position:0%
<00:10:46.710>reviewer <00:10:46.711>agent <00:10:46.713>because <00:10:46.714>I <00:10:46.716>very <00:10:46.717>much <00:10:46.719>need

00:10:46.720 --> 00:10:48.110 align:start position:0%
<00:10:46.720>reviewer <00:10:46.824>agent <00:10:46.928>because <00:10:47.032>I <00:10:47.137>very <00:10:47.241>much <00:10:47.345>need <00:10:47.449>to <00:10:47.554>see <00:10:47.658>quality <00:10:47.762>checks <00:10:47.866>and <00:10:47.971>review

00:10:48.110 --> 00:10:48.120 align:start position:0%
<00:10:48.110>to <00:10:48.111>see <00:10:48.113>quality <00:10:48.115>checks <00:10:48.117>and <00:10:48.119>review

00:10:48.120 --> 00:10:50.230 align:start position:0%
<00:10:48.120>to <00:10:48.227>see <00:10:48.335>quality <00:10:48.443>checks <00:10:48.550>and <00:10:48.658>review <00:10:48.766>criteria. <00:10:48.873>But, <00:10:48.981>we <00:10:49.089>can <00:10:49.196>see <00:10:49.304>that <00:10:49.412>agent <00:10:49.520>is

00:10:50.230 --> 00:10:50.240 align:start position:0%
<00:10:50.230>criteria. <00:10:50.231>But, <00:10:50.232>we <00:10:50.233>can <00:10:50.235>see <00:10:50.236>that <00:10:50.237>agent <00:10:50.239>is

00:10:50.240 --> 00:10:52.550 align:start position:0%
<00:10:50.240>criteria. <00:10:50.340>But, <00:10:50.440>we <00:10:50.540>can <00:10:50.640>see <00:10:50.740>that <00:10:50.840>agent <00:10:50.940>is <00:10:51.040>then <00:10:51.140>talking <00:10:51.240>to <00:10:51.340>the <00:10:51.440>test <00:10:51.540>manager <00:10:51.640>skill.

00:10:52.550 --> 00:10:52.560 align:start position:0%
<00:10:52.550>then <00:10:52.551>talking <00:10:52.553>to <00:10:52.554>the <00:10:52.555>test <00:10:52.557>manager <00:10:52.559>skill.

00:10:52.560 --> 00:10:54.510 align:start position:0%
<00:10:52.560>then <00:10:52.667>talking <00:10:52.775>to <00:10:52.883>the <00:10:52.990>test <00:10:53.098>manager <00:10:53.206>skill. <00:10:53.313>We've <00:10:53.421>given <00:10:53.529>it <00:10:53.636>that <00:10:53.744>very <00:10:53.852>specific <00:10:53.959>skill,

00:10:54.510 --> 00:10:54.520 align:start position:0%
<00:10:54.510>We've <00:10:54.511>given <00:10:54.513>it <00:10:54.514>that <00:10:54.516>very <00:10:54.517>specific <00:10:54.519>skill,

00:10:54.520 --> 00:10:56.070 align:start position:0%
<00:10:54.520>We've <00:10:54.619>given <00:10:54.719>it <00:10:54.818>that <00:10:54.918>very <00:10:55.018>specific <00:10:55.117>skill, <00:10:55.217>so <00:10:55.317>it's <00:10:55.416>going <00:10:55.516>to <00:10:55.616>run <00:10:55.715>the <00:10:55.815>test, <00:10:55.915>it's

00:10:56.070 --> 00:10:56.080 align:start position:0%
<00:10:56.070>so <00:10:56.071>it's <00:10:56.072>going <00:10:56.073>to <00:10:56.075>run <00:10:56.076>the <00:10:56.077>test, <00:10:56.079>it's

00:10:56.080 --> 00:10:57.670 align:start position:0%
<00:10:56.080>so <00:10:56.180>it's <00:10:56.280>going <00:10:56.380>to <00:10:56.480>run <00:10:56.580>the <00:10:56.680>test, <00:10:56.780>it's <00:10:56.880>going <00:10:56.980>to <00:10:57.080>retry <00:10:57.180>the <00:10:57.280>failures, <00:10:57.380>and <00:10:57.480>it's

00:10:57.670 --> 00:10:57.680 align:start position:0%
<00:10:57.670>going <00:10:57.671>to <00:10:57.673>retry <00:10:57.674>the <00:10:57.675>failures, <00:10:57.677>and <00:10:57.679>it's

00:10:57.680 --> 00:10:59.590 align:start position:0%
<00:10:57.680>going <00:10:57.835>to <00:10:57.991>retry <00:10:58.146>the <00:10:58.302>failures, <00:10:58.457>and <00:10:58.613>it's <00:10:58.768>gathering <00:10:58.924>the <00:10:59.079>results.

00:10:59.590 --> 00:10:59.600 align:start position:0%
<00:10:59.590>gathering <00:10:59.594>the <00:10:59.599>results.

00:10:59.600 --> 00:11:00.829 align:start position:0%
<00:10:59.600>gathering <00:10:59.710>the <00:10:59.821>results. <00:10:59.931>And <00:11:00.042>we <00:11:00.153>can <00:11:00.263>see <00:11:00.374>the <00:11:00.484>test <00:11:00.595>manager <00:11:00.706>skill

00:11:00.829 --> 00:11:00.839 align:start position:0%
<00:11:00.829>And <00:11:00.830>we <00:11:00.831>can <00:11:00.832>see <00:11:00.834>the <00:11:00.835>test <00:11:00.836>manager <00:11:00.838>skill

00:11:00.839 --> 00:11:02.510 align:start position:0%
<00:11:00.839>And <00:11:00.939>we <00:11:01.039>can <00:11:01.139>see <00:11:01.239>the <00:11:01.339>test <00:11:01.439>manager <00:11:01.539>skill <00:11:01.639>feeds <00:11:01.739>that <00:11:01.839>back <00:11:01.939>into <00:11:02.039>the <00:11:02.139>QA <00:11:02.239>review

00:11:02.510 --> 00:11:02.520 align:start position:0%
<00:11:02.510>feeds <00:11:02.511>that <00:11:02.513>back <00:11:02.514>into <00:11:02.516>the <00:11:02.517>QA <00:11:02.519>review

00:11:02.520 --> 00:11:04.510 align:start position:0%
<00:11:02.520>feeds <00:11:02.636>that <00:11:02.753>back <00:11:02.870>into <00:11:02.986>the <00:11:03.103>QA <00:11:03.220>review <00:11:03.336>agent. <00:11:03.453>That's <00:11:03.569>our <00:11:03.686>specialist <00:11:03.803>agent. <00:11:03.920>Now,

00:11:04.510 --> 00:11:04.520 align:start position:0%
<00:11:04.510>agent. <00:11:04.511>That's <00:11:04.513>our <00:11:04.515>specialist <00:11:04.517>agent. <00:11:04.519>Now,

00:11:04.520 --> 00:11:06.070 align:start position:0%
<00:11:04.520>agent. <00:11:04.636>That's <00:11:04.752>our <00:11:04.868>specialist <00:11:04.985>agent. <00:11:05.101>Now, <00:11:05.217>that <00:11:05.333>test <00:11:05.450>manager <00:11:05.566>skill <00:11:05.682>is <00:11:05.798>then <00:11:05.915>also

00:11:06.070 --> 00:11:06.080 align:start position:0%
<00:11:06.070>that <00:11:06.071>test <00:11:06.073>manager <00:11:06.074>skill <00:11:06.076>is <00:11:06.077>then <00:11:06.079>also

00:11:06.080 --> 00:11:07.470 align:start position:0%
<00:11:06.080>that <00:11:06.193>test <00:11:06.307>manager <00:11:06.421>skill <00:11:06.534>is <00:11:06.648>then <00:11:06.762>also <00:11:06.876>going <00:11:06.989>to <00:11:07.103>reference <00:11:07.217>those <00:11:07.331>instructions

00:11:07.470 --> 00:11:07.480 align:start position:0%
<00:11:07.470>going <00:11:07.472>to <00:11:07.474>reference <00:11:07.476>those <00:11:07.479>instructions

00:11:07.480 --> 00:11:10.310 align:start position:0%
<00:11:07.480>going <00:11:07.607>to <00:11:07.734>reference <00:11:07.861>those <00:11:07.989>instructions <00:11:08.116>files. <00:11:08.243>We've <00:11:08.370>got <00:11:08.498>uh <00:11:08.625>very <00:11:08.752>much <00:11:08.880>global

00:11:10.310 --> 00:11:10.320 align:start position:0%
<00:11:10.310>files. <00:11:10.311>We've <00:11:10.313>got <00:11:10.314>uh <00:11:10.316>very <00:11:10.317>much <00:11:10.319>global

00:11:10.320 --> 00:11:11.630 align:start position:0%
<00:11:10.320>files. <00:11:10.418>We've <00:11:10.516>got <00:11:10.614>uh <00:11:10.713>very <00:11:10.811>much <00:11:10.909>global <00:11:11.007>instructions <00:11:11.106>files, <00:11:11.204>and <00:11:11.302>then <00:11:11.400>we've <00:11:11.499>got

00:11:11.630 --> 00:11:11.640 align:start position:0%
<00:11:11.630>instructions <00:11:11.631>files, <00:11:11.633>and <00:11:11.635>then <00:11:11.637>we've <00:11:11.639>got

00:11:11.640 --> 00:11:13.270 align:start position:0%
<00:11:11.640>instructions <00:11:11.756>files, <00:11:11.873>and <00:11:11.990>then <00:11:12.106>we've <00:11:12.223>got <00:11:12.340>very <00:11:12.456>specific <00:11:12.573>ones. <00:11:12.689>So, <00:11:12.806>in <00:11:12.923>this <00:11:13.040>use

00:11:13.270 --> 00:11:13.280 align:start position:0%
<00:11:13.270>very <00:11:13.271>specific <00:11:13.273>ones. <00:11:13.274>So, <00:11:13.276>in <00:11:13.277>this <00:11:13.279>use

00:11:13.280 --> 00:11:15.030 align:start position:0%
<00:11:13.280>very <00:11:13.396>specific <00:11:13.513>ones. <00:11:13.630>So, <00:11:13.746>in <00:11:13.863>this <00:11:13.980>use <00:11:14.096>case, <00:11:14.213>I've <00:11:14.329>got <00:11:14.446>some <00:11:14.563>unit <00:11:14.680>test

00:11:15.030 --> 00:11:15.040 align:start position:0%
<00:11:15.030>case, <00:11:15.031>I've <00:11:15.033>got <00:11:15.035>some <00:11:15.037>unit <00:11:15.039>test

00:11:15.040 --> 00:11:16.790 align:start position:0%
<00:11:15.040>case, <00:11:15.167>I've <00:11:15.294>got <00:11:15.421>some <00:11:15.549>unit <00:11:15.676>test <00:11:15.803>instructions <00:11:15.930>files, <00:11:16.058>I've <00:11:16.185>got <00:11:16.312>some <00:11:16.439>style

00:11:16.790 --> 00:11:16.800 align:start position:0%
<00:11:16.790>instructions <00:11:16.791>files, <00:11:16.793>I've <00:11:16.795>got <00:11:16.797>some <00:11:16.799>style

00:11:16.800 --> 00:11:18.790 align:start position:0%
<00:11:16.800>instructions <00:11:16.927>files, <00:11:17.054>I've <00:11:17.181>got <00:11:17.309>some <00:11:17.436>style <00:11:17.563>instructions <00:11:17.690>files, <00:11:17.818>and <00:11:17.945>again, <00:11:18.072>we <00:11:18.199>can

00:11:18.790 --> 00:11:18.800 align:start position:0%
<00:11:18.790>instructions <00:11:18.791>files, <00:11:18.793>and <00:11:18.795>again, <00:11:18.797>we <00:11:18.799>can

00:11:18.800 --> 00:11:19.990 align:start position:0%
<00:11:18.800>instructions <00:11:18.907>files, <00:11:19.014>and <00:11:19.121>again, <00:11:19.228>we <00:11:19.335>can <00:11:19.442>create <00:11:19.549>different <00:11:19.656>instructions <00:11:19.763>files <00:11:19.871>for

00:11:19.990 --> 00:11:20.000 align:start position:0%
<00:11:19.990>create <00:11:19.992>different <00:11:19.994>instructions <00:11:19.996>files <00:11:19.999>for

00:11:20.000 --> 00:11:21.829 align:start position:0%
<00:11:20.000>create <00:11:20.127>different <00:11:20.254>instructions <00:11:20.381>files <00:11:20.509>for <00:11:20.636>different <00:11:20.763>use <00:11:20.890>cases, <00:11:21.018>and <00:11:21.145>they <00:11:21.272>may <00:11:21.400>need

00:11:21.829 --> 00:11:21.839 align:start position:0%
<00:11:21.829>different <00:11:21.830>use <00:11:21.832>cases, <00:11:21.833>and <00:11:21.834>they <00:11:21.836>may <00:11:21.838>need

00:11:21.839 --> 00:11:23.950 align:start position:0%
<00:11:21.839>different <00:11:21.946>use <00:11:22.054>cases, <00:11:22.162>and <00:11:22.269>they <00:11:22.377>may <00:11:22.485>need <00:11:22.592>to <00:11:22.700>reference <00:11:22.808>an <00:11:22.915>MCP <00:11:23.023>server. <00:11:23.131>So, <00:11:23.238>there's

00:11:23.950 --> 00:11:23.960 align:start position:0%
<00:11:23.950>to <00:11:23.951>reference <00:11:23.953>an <00:11:23.954>MCP <00:11:23.956>server. <00:11:23.957>So, <00:11:23.959>there's

00:11:23.960 --> 00:11:25.750 align:start position:0%
<00:11:23.960>to <00:11:24.053>reference <00:11:24.146>an <00:11:24.240>MCP <00:11:24.333>server. <00:11:24.426>So, <00:11:24.520>there's <00:11:24.613>a <00:11:24.706>lot <00:11:24.800>going <00:11:24.893>on <00:11:24.986>here. <00:11:25.080>There's <00:11:25.173>a <00:11:25.266>lot <00:11:25.360>of

00:11:25.750 --> 00:11:25.760 align:start position:0%
<00:11:25.750>a <00:11:25.751>lot <00:11:25.752>going <00:11:25.753>on <00:11:25.754>here. <00:11:25.755>There's <00:11:25.756>a <00:11:25.757>lot <00:11:25.759>of

00:11:25.760 --> 00:11:27.470 align:start position:0%
<00:11:25.760>a <00:11:25.853>lot <00:11:25.946>going <00:11:26.040>on <00:11:26.133>here. <00:11:26.226>There's <00:11:26.319>a <00:11:26.413>lot <00:11:26.506>of <00:11:26.600>MCP <00:11:26.693>server <00:11:26.786>usage. <00:11:26.880>There's <00:11:26.973>quite <00:11:27.066>a <00:11:27.160>few

00:11:27.470 --> 00:11:27.480 align:start position:0%
<00:11:27.470>MCP <00:11:27.471>server <00:11:27.473>usage. <00:11:27.474>There's <00:11:27.476>quite <00:11:27.477>a <00:11:27.479>few

00:11:27.480 --> 00:11:29.670 align:start position:0%
<00:11:27.480>MCP <00:11:27.607>server <00:11:27.734>usage. <00:11:27.861>There's <00:11:27.989>quite <00:11:28.116>a <00:11:28.243>few <00:11:28.370>instructions <00:11:28.498>files. <00:11:28.625>We've <00:11:28.752>given <00:11:28.880>two

00:11:29.670 --> 00:11:29.680 align:start position:0%
<00:11:29.670>instructions <00:11:29.672>files. <00:11:29.674>We've <00:11:29.676>given <00:11:29.679>two

00:11:29.680 --> 00:11:31.430 align:start position:0%
<00:11:29.680>instructions <00:11:29.807>files. <00:11:29.934>We've <00:11:30.061>given <00:11:30.189>two <00:11:30.316>custom <00:11:30.443>agents <00:11:30.570>some <00:11:30.698>ability <00:11:30.825>to <00:11:30.952>work <00:11:31.079>and

00:11:31.430 --> 00:11:31.440 align:start position:0%
<00:11:31.430>custom <00:11:31.431>agents <00:11:31.433>some <00:11:31.434>ability <00:11:31.436>to <00:11:31.437>work <00:11:31.439>and

00:11:31.440 --> 00:11:33.470 align:start position:0%
<00:11:31.440>custom <00:11:31.556>agents <00:11:31.673>some <00:11:31.790>ability <00:11:31.906>to <00:11:32.023>work <00:11:32.140>and <00:11:32.256>some <00:11:32.373>agent <00:11:32.490>skills. <00:11:32.606>That's <00:11:32.723>going <00:11:32.840>to

00:11:33.470 --> 00:11:33.480 align:start position:0%
<00:11:33.470>some <00:11:33.471>agent <00:11:33.473>skills. <00:11:33.475>That's <00:11:33.477>going <00:11:33.479>to

00:11:33.480 --> 00:11:36.230 align:start position:0%
<00:11:33.480>some <00:11:33.620>agent <00:11:33.760>skills. <00:11:33.900>That's <00:11:34.040>going <00:11:34.180>to <00:11:34.320>consume <00:11:34.460>a <00:11:34.600>lot <00:11:34.740>of <00:11:34.880>tokens.

00:11:36.230 --> 00:11:36.240 align:start position:0%
<00:11:36.230>consume <00:11:36.232>a <00:11:36.234>lot <00:11:36.236>of <00:11:36.239>tokens.

00:11:36.240 --> 00:11:37.790 align:start position:0%
<00:11:36.240>consume <00:11:36.347>a <00:11:36.454>lot <00:11:36.561>of <00:11:36.669>tokens. <00:11:36.776>So, <00:11:36.883>what <00:11:36.991>we <00:11:37.098>need <00:11:37.205>to <00:11:37.313>then <00:11:37.420>think <00:11:37.527>about <00:11:37.635>is

00:11:37.790 --> 00:11:37.800 align:start position:0%
<00:11:37.790>So, <00:11:37.791>what <00:11:37.792>we <00:11:37.793>need <00:11:37.794>to <00:11:37.795>then <00:11:37.796>think <00:11:37.797>about <00:11:37.799>is

00:11:37.800 --> 00:11:40.310 align:start position:0%
<00:11:37.800>So, <00:11:37.887>what <00:11:37.974>we <00:11:38.062>need <00:11:38.150>to <00:11:38.237>then <00:11:38.324>think <00:11:38.412>about <00:11:38.500>is <00:11:38.587>how <00:11:38.675>do <00:11:38.762>we <00:11:38.849>simplify <00:11:38.937>this <00:11:39.025>process <00:11:39.112>so <00:11:39.199>that

00:11:40.310 --> 00:11:40.320 align:start position:0%
<00:11:40.310>how <00:11:40.311>do <00:11:40.312>we <00:11:40.313>simplify <00:11:40.315>this <00:11:40.316>process <00:11:40.317>so <00:11:40.319>that

00:11:40.320 --> 00:11:42.910 align:start position:0%
<00:11:40.320>how <00:11:40.420>do <00:11:40.520>we <00:11:40.620>simplify <00:11:40.720>this <00:11:40.820>process <00:11:40.920>so <00:11:41.020>that <00:11:41.120>it <00:11:41.220>is <00:11:41.320>less <00:11:41.420>being <00:11:41.520>transacted <00:11:41.620>cuz <00:11:41.720>there's

00:11:42.910 --> 00:11:42.920 align:start position:0%
<00:11:42.910>it <00:11:42.911>is <00:11:42.913>less <00:11:42.914>being <00:11:42.915>transacted <00:11:42.917>cuz <00:11:42.919>there's

00:11:42.920 --> 00:11:44.350 align:start position:0%
<00:11:42.920>it <00:11:43.011>is <00:11:43.103>less <00:11:43.195>being <00:11:43.287>transacted <00:11:43.379>cuz <00:11:43.471>there's <00:11:43.563>quite <00:11:43.655>a <00:11:43.747>lot <00:11:43.839>of <00:11:43.931>transactions <00:11:44.023>when <00:11:44.115>we <00:11:44.207>look

00:11:44.350 --> 00:11:44.360 align:start position:0%
<00:11:44.350>quite <00:11:44.351>a <00:11:44.352>lot <00:11:44.353>of <00:11:44.355>transactions <00:11:44.356>when <00:11:44.357>we <00:11:44.359>look

00:11:44.360 --> 00:11:46.430 align:start position:0%
<00:11:44.360>quite <00:11:44.442>a <00:11:44.524>lot <00:11:44.607>of <00:11:44.689>transactions <00:11:44.771>when <00:11:44.854>we <00:11:44.936>look <00:11:45.018>at <00:11:45.101>this. <00:11:45.183>We're <00:11:45.265>going <00:11:45.348>to <00:11:45.430>get <00:11:45.512>a <00:11:45.595>lot <00:11:45.677>of <00:11:45.760>um

00:11:46.430 --> 00:11:46.440 align:start position:0%
<00:11:46.430>at <00:11:46.430>this. <00:11:46.432>We're <00:11:46.433>going <00:11:46.434>to <00:11:46.435>get <00:11:46.436>a <00:11:46.437>lot <00:11:46.438>of <00:11:46.439>um

00:11:46.440 --> 00:11:48.310 align:start position:0%
<00:11:46.440>at <00:11:46.527>this. <00:11:46.615>We're <00:11:46.702>going <00:11:46.790>to <00:11:46.877>get <00:11:46.965>a <00:11:47.052>lot <00:11:47.140>of <00:11:47.227>um <00:11:47.315>really <00:11:47.402>good <00:11:47.490>responses, <00:11:47.577>but <00:11:47.665>we <00:11:47.752>may <00:11:47.840>not

00:11:48.310 --> 00:11:48.320 align:start position:0%
<00:11:48.310>really <00:11:48.311>good <00:11:48.313>responses, <00:11:48.314>but <00:11:48.316>we <00:11:48.317>may <00:11:48.319>not

00:11:48.320 --> 00:11:50.790 align:start position:0%
<00:11:48.320>really <00:11:48.436>good <00:11:48.553>responses, <00:11:48.670>but <00:11:48.786>we <00:11:48.903>may <00:11:49.020>not <00:11:49.136>necessarily <00:11:49.253>have <00:11:49.370>the <00:11:49.486>most <00:11:49.603>cost <00:11:49.720>optimized

00:11:50.790 --> 00:11:50.800 align:start position:0%
<00:11:50.790>necessarily <00:11:50.791>have <00:11:50.793>the <00:11:50.795>most <00:11:50.797>cost <00:11:50.799>optimized

00:11:50.800 --> 00:11:51.830 align:start position:0%
<00:11:50.800>necessarily <00:11:50.954>have <00:11:51.108>the <00:11:51.263>most <00:11:51.418>cost <00:11:51.572>optimized <00:11:51.727>option.

00:11:51.830 --> 00:11:51.840 align:start position:0%
option.

00:11:51.840 --> 00:11:52.990 align:start position:0%
<00:11:51.840>option. <00:11:51.987>So, <00:11:52.135>looking <00:11:52.283>at <00:11:52.431>this <00:11:52.579>new <00:11:52.727>feature <00:11:52.875>to

00:11:52.990 --> 00:11:53.000 align:start position:0%
<00:11:52.990>So, <00:11:52.991>looking <00:11:52.993>at <00:11:52.994>this <00:11:52.996>new <00:11:52.997>feature <00:11:52.999>to

00:11:53.000 --> 00:11:55.190 align:start position:0%
<00:11:53.000>So, <00:11:53.107>looking <00:11:53.215>at <00:11:53.323>this <00:11:53.430>new <00:11:53.538>feature <00:11:53.646>to <00:11:53.753>simplify <00:11:53.861>it, <00:11:53.969>I <00:11:54.076>would <00:11:54.184>absolutely <00:11:54.292>keep <00:11:54.400>in

00:11:55.190 --> 00:11:55.200 align:start position:0%
<00:11:55.190>simplify <00:11:55.191>it, <00:11:55.193>I <00:11:55.194>would <00:11:55.196>absolutely <00:11:55.197>keep <00:11:55.199>in

00:11:55.200 --> 00:11:56.550 align:start position:0%
<00:11:55.200>simplify <00:11:55.301>it, <00:11:55.402>I <00:11:55.503>would <00:11:55.605>absolutely <00:11:55.706>keep <00:11:55.807>in <00:11:55.908>the <00:11:56.010>global <00:11:56.111>instructions, <00:11:56.212>and <00:11:56.313>then <00:11:56.415>I'd

00:11:56.550 --> 00:11:56.560 align:start position:0%
<00:11:56.550>the <00:11:56.551>global <00:11:56.553>instructions, <00:11:56.555>and <00:11:56.557>then <00:11:56.559>I'd

00:11:56.560 --> 00:11:58.030 align:start position:0%
<00:11:56.560>the <00:11:56.670>global <00:11:56.780>instructions, <00:11:56.890>and <00:11:57.001>then <00:11:57.111>I'd <00:11:57.221>maybe <00:11:57.331>look <00:11:57.442>at <00:11:57.552>the <00:11:57.662>other <00:11:57.772>testing <00:11:57.882>files

00:11:58.030 --> 00:11:58.040 align:start position:0%
<00:11:58.030>maybe <00:11:58.031>look <00:11:58.033>at <00:11:58.034>the <00:11:58.036>other <00:11:58.037>testing <00:11:58.039>files

00:11:58.040 --> 00:11:59.750 align:start position:0%
<00:11:58.040>maybe <00:11:58.147>look <00:11:58.255>at <00:11:58.363>the <00:11:58.470>other <00:11:58.578>testing <00:11:58.686>files <00:11:58.793>we're <00:11:58.901>referencing. <00:11:59.009>I <00:11:59.116>would <00:11:59.224>look <00:11:59.332>maybe <00:11:59.439>if

00:11:59.750 --> 00:11:59.760 align:start position:0%
<00:11:59.750>we're <00:11:59.751>referencing. <00:11:59.753>I <00:11:59.754>would <00:11:59.756>look <00:11:59.757>maybe <00:11:59.759>if

00:11:59.760 --> 00:12:01.710 align:start position:0%
<00:11:59.760>we're <00:11:59.867>referencing. <00:11:59.975>I <00:12:00.083>would <00:12:00.190>look <00:12:00.298>maybe <00:12:00.406>if <00:12:00.513>I <00:12:00.621>can <00:12:00.729>combine <00:12:00.836>my <00:12:00.944>unit <00:12:01.052>test <00:12:01.160>instructions

00:12:01.710 --> 00:12:01.720 align:start position:0%
<00:12:01.710>I <00:12:01.711>can <00:12:01.713>combine <00:12:01.714>my <00:12:01.716>unit <00:12:01.717>test <00:12:01.719>instructions

00:12:01.720 --> 00:12:03.550 align:start position:0%
<00:12:01.720>I <00:12:01.847>can <00:12:01.974>combine <00:12:02.101>my <00:12:02.229>unit <00:12:02.356>test <00:12:02.483>instructions <00:12:02.610>and <00:12:02.738>my <00:12:02.865>play <00:12:02.992>right <00:12:03.120>instructions.

00:12:03.550 --> 00:12:03.560 align:start position:0%
<00:12:03.550>and <00:12:03.552>my <00:12:03.554>play <00:12:03.556>right <00:12:03.559>instructions.

00:12:03.560 --> 00:12:06.230 align:start position:0%
<00:12:03.560>and <00:12:03.676>my <00:12:03.793>play <00:12:03.910>right <00:12:04.026>instructions. <00:12:04.143>Um <00:12:04.260>and <00:12:04.376>I <00:12:04.493>might <00:12:04.609>also <00:12:04.726>actually <00:12:04.843>call <00:12:04.959>the

00:12:06.230 --> 00:12:06.240 align:start position:0%
<00:12:06.230>Um <00:12:06.231>and <00:12:06.232>I <00:12:06.233>might <00:12:06.235>also <00:12:06.236>actually <00:12:06.237>call <00:12:06.239>the

00:12:06.240 --> 00:12:08.110 align:start position:0%
<00:12:06.240>Um <00:12:06.356>and <00:12:06.473>I <00:12:06.590>might <00:12:06.706>also <00:12:06.823>actually <00:12:06.940>call <00:12:07.056>the <00:12:07.173>agent <00:12:07.290>a <00:12:07.406>little <00:12:07.523>bit <00:12:07.640>differently.

00:12:08.110 --> 00:12:08.120 align:start position:0%
<00:12:08.110>agent <00:12:08.112>a <00:12:08.114>little <00:12:08.116>bit <00:12:08.119>differently.

00:12:08.120 --> 00:12:09.030 align:start position:0%
<00:12:08.120>agent <00:12:08.183>a <00:12:08.246>little <00:12:08.309>bit <00:12:08.372>differently. <00:12:08.435>The <00:12:08.498>other <00:12:08.561>thing <00:12:08.624>I <00:12:08.687>would <00:12:08.750>do <00:12:08.813>is <00:12:08.876>instead <00:12:08.939>of

00:12:09.030 --> 00:12:09.040 align:start position:0%
<00:12:09.030>The <00:12:09.031>other <00:12:09.032>thing <00:12:09.033>I <00:12:09.034>would <00:12:09.035>do <00:12:09.036>is <00:12:09.037>instead <00:12:09.039>of

00:12:09.040 --> 00:12:11.150 align:start position:0%
<00:12:09.040>The <00:12:09.147>other <00:12:09.255>thing <00:12:09.363>I <00:12:09.470>would <00:12:09.578>do <00:12:09.686>is <00:12:09.793>instead <00:12:09.901>of <00:12:10.009>having <00:12:10.116>the <00:12:10.224>two <00:12:10.332>custom <00:12:10.439>agents,

00:12:11.150 --> 00:12:11.160 align:start position:0%
<00:12:11.150>having <00:12:11.152>the <00:12:11.154>two <00:12:11.156>custom <00:12:11.159>agents,

00:12:11.160 --> 00:12:12.110 align:start position:0%
<00:12:11.160>having <00:12:11.255>the <00:12:11.350>two <00:12:11.444>custom <00:12:11.540>agents, <00:12:11.635>I <00:12:11.730>would <00:12:11.825>potentially <00:12:11.920>call <00:12:12.015>the

00:12:12.110 --> 00:12:12.120 align:start position:0%
<00:12:12.110>I <00:12:12.112>would <00:12:12.114>potentially <00:12:12.116>call <00:12:12.119>the

00:12:12.120 --> 00:12:14.110 align:start position:0%
<00:12:12.120>I <00:12:12.260>would <00:12:12.400>potentially <00:12:12.540>call <00:12:12.680>the <00:12:12.820>accessibility <00:12:12.960>agent <00:12:13.100>in <00:12:13.240>a <00:12:13.380>different <00:12:13.520>chat,

00:12:14.110 --> 00:12:14.120 align:start position:0%
<00:12:14.110>accessibility <00:12:14.111>agent <00:12:14.113>in <00:12:14.115>a <00:12:14.117>different <00:12:14.119>chat,

00:12:14.120 --> 00:12:16.590 align:start position:0%
<00:12:14.120>accessibility <00:12:14.220>agent <00:12:14.320>in <00:12:14.420>a <00:12:14.520>different <00:12:14.620>chat, <00:12:14.720>in <00:12:14.820>a <00:12:14.920>new <00:12:15.020>chat. <00:12:15.120>So, <00:12:15.220>anytime <00:12:15.320>I <00:12:15.420>need <00:12:15.520>to

00:12:16.590 --> 00:12:16.600 align:start position:0%
<00:12:16.590>in <00:12:16.591>a <00:12:16.592>new <00:12:16.593>chat. <00:12:16.594>So, <00:12:16.595>anytime <00:12:16.596>I <00:12:16.597>need <00:12:16.599>to

00:12:16.600 --> 00:12:18.910 align:start position:0%
<00:12:16.600>in <00:12:16.677>a <00:12:16.755>new <00:12:16.833>chat. <00:12:16.911>So, <00:12:16.988>anytime <00:12:17.066>I <00:12:17.144>need <00:12:17.222>to <00:12:17.300>start <00:12:17.377>a <00:12:17.455>new <00:12:17.533>task, <00:12:17.611>I <00:12:17.688>split <00:12:17.766>that <00:12:17.844>up <00:12:17.922>to <00:12:18.000>a

00:12:18.910 --> 00:12:18.920 align:start position:0%
<00:12:18.910>start <00:12:18.911>a <00:12:18.911>new <00:12:18.913>task, <00:12:18.914>I <00:12:18.915>split <00:12:18.915>that <00:12:18.916>up <00:12:18.918>to <00:12:18.919>a

00:12:18.920 --> 00:12:20.550 align:start position:0%
<00:12:18.920>start <00:12:19.007>a <00:12:19.094>new <00:12:19.182>task, <00:12:19.270>I <00:12:19.357>split <00:12:19.444>that <00:12:19.532>up <00:12:19.620>to <00:12:19.707>a <00:12:19.795>new <00:12:19.882>chat <00:12:19.969>to <00:12:20.057>save <00:12:20.145>on <00:12:20.232>the <00:12:20.319>token

00:12:20.550 --> 00:12:20.560 align:start position:0%
<00:12:20.550>new <00:12:20.551>chat <00:12:20.553>to <00:12:20.554>save <00:12:20.555>on <00:12:20.557>the <00:12:20.559>token

00:12:20.560 --> 00:12:22.510 align:start position:0%
<00:12:20.560>new <00:12:20.676>chat <00:12:20.793>to <00:12:20.910>save <00:12:21.026>on <00:12:21.143>the <00:12:21.260>token <00:12:21.376>utilization. <00:12:21.493>And <00:12:21.609>then <00:12:21.726>instead <00:12:21.843>of <00:12:21.959>using

00:12:22.510 --> 00:12:22.520 align:start position:0%
<00:12:22.510>utilization. <00:12:22.511>And <00:12:22.513>then <00:12:22.515>instead <00:12:22.517>of <00:12:22.519>using

00:12:22.520 --> 00:12:23.950 align:start position:0%
<00:12:22.520>utilization. <00:12:22.637>And <00:12:22.754>then <00:12:22.871>instead <00:12:22.988>of <00:12:23.105>using <00:12:23.222>all <00:12:23.339>these <00:12:23.456>instructions <00:12:23.573>files <00:12:23.690>of <00:12:23.807>the

00:12:23.950 --> 00:12:23.960 align:start position:0%
<00:12:23.950>all <00:12:23.951>these <00:12:23.953>instructions <00:12:23.955>files <00:12:23.957>of <00:12:23.959>the

00:12:23.960 --> 00:12:26.430 align:start position:0%
<00:12:23.960>all <00:12:24.087>these <00:12:24.214>instructions <00:12:24.341>files <00:12:24.469>of <00:12:24.596>the <00:12:24.723>various <00:12:24.850>MCP <00:12:24.978>servers, <00:12:25.105>I <00:12:25.232>would <00:12:25.360>streamline

00:12:26.430 --> 00:12:26.440 align:start position:0%
<00:12:26.430>various <00:12:26.431>MCP <00:12:26.433>servers, <00:12:26.435>I <00:12:26.437>would <00:12:26.439>streamline

00:12:26.440 --> 00:12:27.910 align:start position:0%
<00:12:26.440>various <00:12:26.560>MCP <00:12:26.680>servers, <00:12:26.800>I <00:12:26.921>would <00:12:27.041>streamline <00:12:27.161>that. <00:12:27.281>So, <00:12:27.402>there's <00:12:27.522>a <00:12:27.642>couple <00:12:27.762>different

00:12:27.910 --> 00:12:27.920 align:start position:0%
<00:12:27.910>that. <00:12:27.911>So, <00:12:27.913>there's <00:12:27.915>a <00:12:27.917>couple <00:12:27.919>different

00:12:27.920 --> 00:12:29.510 align:start position:0%
<00:12:27.920>that. <00:12:28.013>So, <00:12:28.106>there's <00:12:28.199>a <00:12:28.293>couple <00:12:28.386>different <00:12:28.479>ways <00:12:28.573>to <00:12:28.666>skin <00:12:28.760>a <00:12:28.853>cat, <00:12:28.946>if <00:12:29.040>you <00:12:29.133>will, <00:12:29.226>but <00:12:29.319>you

00:12:29.510 --> 00:12:29.520 align:start position:0%
<00:12:29.510>ways <00:12:29.511>to <00:12:29.512>skin <00:12:29.513>a <00:12:29.514>cat, <00:12:29.515>if <00:12:29.516>you <00:12:29.516>will, <00:12:29.518>but <00:12:29.519>you

00:12:29.520 --> 00:12:30.470 align:start position:0%
<00:12:29.520>ways <00:12:29.577>to <00:12:29.634>skin <00:12:29.691>a <00:12:29.748>cat, <00:12:29.805>if <00:12:29.862>you <00:12:29.919>will, <00:12:29.976>but <00:12:30.033>you <00:12:30.090>have <00:12:30.147>to <00:12:30.204>think <00:12:30.261>about <00:12:30.318>what <00:12:30.375>the

00:12:30.470 --> 00:12:30.480 align:start position:0%
<00:12:30.470>have <00:12:30.471>to <00:12:30.473>think <00:12:30.475>about <00:12:30.477>what <00:12:30.479>the

00:12:30.480 --> 00:12:32.350 align:start position:0%
<00:12:30.480>have <00:12:30.596>to <00:12:30.713>think <00:12:30.830>about <00:12:30.946>what <00:12:31.063>the <00:12:31.180>optimization <00:12:31.296>looks <00:12:31.413>like <00:12:31.530>on <00:12:31.646>your <00:12:31.763>side <00:12:31.880>of

00:12:32.350 --> 00:12:32.360 align:start position:0%
<00:12:32.350>optimization <00:12:32.351>looks <00:12:32.353>like <00:12:32.354>on <00:12:32.356>your <00:12:32.357>side <00:12:32.359>of

00:12:32.360 --> 00:12:34.230 align:start position:0%
<00:12:32.360>optimization <00:12:32.467>looks <00:12:32.575>like <00:12:32.683>on <00:12:32.790>your <00:12:32.898>side <00:12:33.006>of <00:12:33.113>what's <00:12:33.221>going <00:12:33.329>to <00:12:33.436>most <00:12:33.544>benefit <00:12:33.652>your <00:12:33.760>team.

00:12:34.230 --> 00:12:34.240 align:start position:0%
<00:12:34.230>what's <00:12:34.231>going <00:12:34.233>to <00:12:34.234>most <00:12:34.236>benefit <00:12:34.237>your <00:12:34.239>team.

00:12:34.240 --> 00:12:35.870 align:start position:0%
<00:12:34.240>what's <00:12:34.327>going <00:12:34.415>to <00:12:34.502>most <00:12:34.590>benefit <00:12:34.677>your <00:12:34.765>team. <00:12:34.852>And <00:12:34.940>a <00:12:35.027>lot <00:12:35.115>of <00:12:35.202>this <00:12:35.290>is <00:12:35.377>very <00:12:35.465>much <00:12:35.552>trial <00:12:35.640>and

00:12:35.870 --> 00:12:35.880 align:start position:0%
<00:12:35.870>And <00:12:35.871>a <00:12:35.872>lot <00:12:35.873>of <00:12:35.874>this <00:12:35.875>is <00:12:35.876>very <00:12:35.877>much <00:12:35.878>trial <00:12:35.879>and

00:12:35.880 --> 00:12:36.950 align:start position:0%
<00:12:35.880>And <00:12:35.976>a <00:12:36.072>lot <00:12:36.168>of <00:12:36.265>this <00:12:36.361>is <00:12:36.457>very <00:12:36.554>much <00:12:36.650>trial <00:12:36.746>and <00:12:36.843>error.

00:12:36.950 --> 00:12:36.960 align:start position:0%
error.

00:12:36.960 --> 00:12:38.750 align:start position:0%
<00:12:36.960>error. <00:12:37.135>So, <00:12:37.310>I've <00:12:37.485>spoken <00:12:37.660>a <00:12:37.835>little <00:12:38.010>bit <00:12:38.185>about <00:12:38.360>these

00:12:38.750 --> 00:12:38.760 align:start position:0%
<00:12:38.750>So, <00:12:38.751>I've <00:12:38.752>spoken <00:12:38.753>a <00:12:38.755>little <00:12:38.756>bit <00:12:38.757>about <00:12:38.759>these

00:12:38.760 --> 00:12:40.829 align:start position:0%
<00:12:38.760>So, <00:12:38.847>I've <00:12:38.935>spoken <00:12:39.022>a <00:12:39.110>little <00:12:39.197>bit <00:12:39.285>about <00:12:39.372>these <00:12:39.460>things. <00:12:39.547>I <00:12:39.635>want <00:12:39.722>to <00:12:39.810>show <00:12:39.897>you <00:12:39.985>all <00:12:40.072>what <00:12:40.160>some

00:12:40.829 --> 00:12:40.839 align:start position:0%
<00:12:40.829>things. <00:12:40.830>I <00:12:40.831>want <00:12:40.832>to <00:12:40.833>show <00:12:40.834>you <00:12:40.835>all <00:12:40.836>what <00:12:40.838>some

00:12:40.839 --> 00:12:46.230 align:start position:0%
<00:12:40.839>things. <00:12:40.939>I <00:12:41.039>want <00:12:41.138>to <00:12:41.238>show <00:12:41.339>you <00:12:41.439>all <00:12:41.539>what <00:12:41.638>some <00:12:41.738>of <00:12:41.839>these <00:12:41.939>agent <00:12:42.039>configurations <00:12:42.138>look <00:12:42.238>like.

00:12:46.240 --> 00:12:48.230 align:start position:0%
<00:12:46.240>So, <00:12:46.415>this <00:12:46.590>is <00:12:46.765>the <00:12:46.940>same <00:12:47.115>code <00:12:47.290>base. <00:12:47.465>Uh <00:12:47.640>we're

00:12:48.230 --> 00:12:48.240 align:start position:0%
<00:12:48.230>So, <00:12:48.231>this <00:12:48.232>is <00:12:48.233>the <00:12:48.234>same <00:12:48.235>code <00:12:48.236>base. <00:12:48.237>Uh <00:12:48.239>we're

00:12:48.240 --> 00:12:49.470 align:start position:0%
<00:12:48.240>So, <00:12:48.319>this <00:12:48.398>is <00:12:48.477>the <00:12:48.556>same <00:12:48.635>code <00:12:48.714>base. <00:12:48.793>Uh <00:12:48.872>we're <00:12:48.951>referencing <00:12:49.030>this <00:12:49.109>code <00:12:49.188>base. <00:12:49.267>We're <00:12:49.347>going

00:12:49.470 --> 00:12:49.480 align:start position:0%
<00:12:49.470>referencing <00:12:49.471>this <00:12:49.473>code <00:12:49.475>base. <00:12:49.477>We're <00:12:49.479>going

00:12:49.480 --> 00:12:51.550 align:start position:0%
<00:12:49.480>referencing <00:12:49.573>this <00:12:49.666>code <00:12:49.760>base. <00:12:49.853>We're <00:12:49.946>going <00:12:50.040>to <00:12:50.133>work <00:12:50.226>in <00:12:50.320>VS <00:12:50.413>Code. <00:12:50.506>Um <00:12:50.600>I'm <00:12:50.693>going <00:12:50.786>to <00:12:50.880>try

00:12:51.550 --> 00:12:51.560 align:start position:0%
<00:12:51.550>to <00:12:51.550>work <00:12:51.551>in <00:12:51.553>VS <00:12:51.554>Code. <00:12:51.555>Um <00:12:51.555>I'm <00:12:51.556>going <00:12:51.558>to <00:12:51.559>try

00:12:51.560 --> 00:12:54.510 align:start position:0%
<00:12:51.560>to <00:12:51.647>work <00:12:51.734>in <00:12:51.822>VS <00:12:51.910>Code. <00:12:51.997>Um <00:12:52.084>I'm <00:12:52.172>going <00:12:52.260>to <00:12:52.347>try <00:12:52.435>and <00:12:52.522>do <00:12:52.609>this <00:12:52.697>from <00:12:52.785>the <00:12:52.872>side <00:12:52.959>here.

00:12:54.510 --> 00:12:54.520 align:start position:0%
<00:12:54.510>and <00:12:54.511>do <00:12:54.513>this <00:12:54.514>from <00:12:54.516>the <00:12:54.517>side <00:12:54.519>here.

00:12:54.520 --> 00:12:56.470 align:start position:0%
<00:12:54.520>and <00:12:54.627>do <00:12:54.735>this <00:12:54.843>from <00:12:54.950>the <00:12:55.058>side <00:12:55.166>here. <00:12:55.273>Now, <00:12:55.381>when <00:12:55.489>I'm <00:12:55.596>working <00:12:55.704>in <00:12:55.812>VS <00:12:55.920>Code,

00:12:56.470 --> 00:12:56.480 align:start position:0%
<00:12:56.470>Now, <00:12:56.471>when <00:12:56.473>I'm <00:12:56.474>working <00:12:56.476>in <00:12:56.477>VS <00:12:56.479>Code,

00:12:56.480 --> 00:12:58.190 align:start position:0%
<00:12:56.480>Now, <00:12:56.587>when <00:12:56.695>I'm <00:12:56.803>working <00:12:56.910>in <00:12:57.018>VS <00:12:57.126>Code, <00:12:57.233>automatically <00:12:57.341>I <00:12:57.449>open <00:12:57.556>up <00:12:57.664>the <00:12:57.772>chat <00:12:57.880>feature

00:12:58.190 --> 00:12:58.200 align:start position:0%
<00:12:58.190>automatically <00:12:58.191>I <00:12:58.193>open <00:12:58.194>up <00:12:58.196>the <00:12:58.197>chat <00:12:58.199>feature

00:12:58.200 --> 00:13:00.829 align:start position:0%
<00:12:58.200>automatically <00:12:58.300>I <00:12:58.400>open <00:12:58.500>up <00:12:58.600>the <00:12:58.700>chat <00:12:58.800>feature <00:12:58.900>and <00:12:59.000>I <00:12:59.100>can <00:12:59.200>see <00:12:59.300>my <00:12:59.400>different <00:12:59.500>models. <00:12:59.600>Model

00:13:00.829 --> 00:13:00.839 align:start position:0%
<00:13:00.829>and <00:13:00.830>I <00:13:00.831>can <00:13:00.832>see <00:13:00.834>my <00:13:00.835>different <00:13:00.836>models. <00:13:00.838>Model

00:13:00.839 --> 00:13:03.470 align:start position:0%
<00:13:00.839>and <00:13:00.932>I <00:13:01.025>can <00:13:01.119>see <00:13:01.212>my <00:13:01.305>different <00:13:01.399>models. <00:13:01.492>Model <00:13:01.585>selections <00:13:01.679>going <00:13:01.772>is <00:13:01.865>going <00:13:01.959>to <00:13:02.052>be <00:13:02.145>um <00:13:02.239>very

00:13:03.470 --> 00:13:03.480 align:start position:0%
<00:13:03.470>selections <00:13:03.471>going <00:13:03.472>is <00:13:03.473>going <00:13:03.475>to <00:13:03.476>be <00:13:03.477>um <00:13:03.479>very

00:13:03.480 --> 00:13:05.430 align:start position:0%
<00:13:03.480>selections <00:13:03.580>going <00:13:03.680>is <00:13:03.780>going <00:13:03.880>to <00:13:03.980>be <00:13:04.080>um <00:13:04.180>very <00:13:04.280>much <00:13:04.380>important <00:13:04.480>to <00:13:04.580>how <00:13:04.680>you <00:13:04.780>work. <00:13:04.880>So,

00:13:05.430 --> 00:13:05.440 align:start position:0%
<00:13:05.430>much <00:13:05.431>important <00:13:05.433>to <00:13:05.434>how <00:13:05.436>you <00:13:05.437>work. <00:13:05.439>So,

00:13:05.440 --> 00:13:07.190 align:start position:0%
<00:13:05.440>much <00:13:05.540>important <00:13:05.640>to <00:13:05.740>how <00:13:05.840>you <00:13:05.940>work. <00:13:06.040>So, <00:13:06.140>there <00:13:06.240>is <00:13:06.340>a <00:13:06.440>discount, <00:13:06.540>if <00:13:06.640>you <00:13:06.740>notice, <00:13:06.840>on

00:13:07.190 --> 00:13:07.200 align:start position:0%
<00:13:07.190>there <00:13:07.191>is <00:13:07.192>a <00:13:07.193>discount, <00:13:07.195>if <00:13:07.196>you <00:13:07.197>notice, <00:13:07.199>on

00:13:07.200 --> 00:13:08.790 align:start position:0%
<00:13:07.200>there <00:13:07.355>is <00:13:07.511>a <00:13:07.666>discount, <00:13:07.822>if <00:13:07.977>you <00:13:08.133>notice, <00:13:08.288>on <00:13:08.444>auto <00:13:08.600>mode.

00:13:08.790 --> 00:13:08.800 align:start position:0%
<00:13:08.790>auto <00:13:08.799>mode.

00:13:08.800 --> 00:13:10.350 align:start position:0%
<00:13:08.800>auto <00:13:08.939>mode. <00:13:09.079>I <00:13:09.218>have <00:13:09.358>been <00:13:09.497>using <00:13:09.637>auto <00:13:09.776>mode <00:13:09.916>day <00:13:10.055>in <00:13:10.195>and

00:13:10.350 --> 00:13:10.360 align:start position:0%
<00:13:10.350>I <00:13:10.351>have <00:13:10.352>been <00:13:10.353>using <00:13:10.354>auto <00:13:10.355>mode <00:13:10.356>day <00:13:10.357>in <00:13:10.359>and

00:13:10.360 --> 00:13:11.790 align:start position:0%
<00:13:10.360>I <00:13:10.435>have <00:13:10.511>been <00:13:10.587>using <00:13:10.662>auto <00:13:10.738>mode <00:13:10.814>day <00:13:10.889>in <00:13:10.965>and <00:13:11.041>day <00:13:11.117>out <00:13:11.192>in <00:13:11.268>the <00:13:11.344>last <00:13:11.419>few <00:13:11.495>weeks, <00:13:11.571>and <00:13:11.646>I've

00:13:11.790 --> 00:13:11.800 align:start position:0%
<00:13:11.790>day <00:13:11.791>out <00:13:11.792>in <00:13:11.793>the <00:13:11.794>last <00:13:11.795>few <00:13:11.796>weeks, <00:13:11.797>and <00:13:11.799>I've

00:13:11.800 --> 00:13:14.230 align:start position:0%
<00:13:11.800>day <00:13:11.877>out <00:13:11.955>in <00:13:12.033>the <00:13:12.111>last <00:13:12.188>few <00:13:12.266>weeks, <00:13:12.344>and <00:13:12.422>I've <00:13:12.500>had <00:13:12.577>a <00:13:12.655>lot <00:13:12.733>of <00:13:12.811>good <00:13:12.888>success <00:13:12.966>with <00:13:13.044>it. <00:13:13.122>Um <00:13:13.199>it

00:13:14.230 --> 00:13:14.240 align:start position:0%
<00:13:14.230>had <00:13:14.231>a <00:13:14.232>lot <00:13:14.233>of <00:13:14.234>good <00:13:14.235>success <00:13:14.236>with <00:13:14.237>it. <00:13:14.238>Um <00:13:14.239>it

00:13:14.240 --> 00:13:16.910 align:start position:0%
<00:13:14.240>had <00:13:14.322>a <00:13:14.404>lot <00:13:14.487>of <00:13:14.569>good <00:13:14.651>success <00:13:14.734>with <00:13:14.816>it. <00:13:14.898>Um <00:13:14.981>it <00:13:15.063>it <00:13:15.145>tries <00:13:15.228>to <00:13:15.310>choose <00:13:15.392>the <00:13:15.475>best <00:13:15.557>agent, <00:13:15.640>uh

00:13:16.910 --> 00:13:16.920 align:start position:0%
<00:13:16.910>it <00:13:16.911>tries <00:13:16.912>to <00:13:16.913>choose <00:13:16.915>the <00:13:16.916>best <00:13:16.917>agent, <00:13:16.919>uh

00:13:16.920 --> 00:13:19.030 align:start position:0%
<00:13:16.920>it <00:13:17.007>tries <00:13:17.094>to <00:13:17.182>choose <00:13:17.270>the <00:13:17.357>best <00:13:17.444>agent, <00:13:17.532>uh <00:13:17.620>excuse <00:13:17.707>me, <00:13:17.795>the <00:13:17.882>model <00:13:17.969>for <00:13:18.057>the <00:13:18.145>job. <00:13:18.232>Is <00:13:18.319>it

00:13:19.030 --> 00:13:19.040 align:start position:0%
<00:13:19.030>excuse <00:13:19.031>me, <00:13:19.032>the <00:13:19.033>model <00:13:19.034>for <00:13:19.035>the <00:13:19.036>job. <00:13:19.037>Is <00:13:19.039>it

00:13:19.040 --> 00:13:21.230 align:start position:0%
<00:13:19.040>excuse <00:13:19.180>me, <00:13:19.319>the <00:13:19.459>model <00:13:19.599>for <00:13:19.740>the <00:13:19.880>job. <00:13:20.020>Is <00:13:20.160>it <00:13:20.300>always <00:13:20.439>successful?

00:13:21.230 --> 00:13:21.240 align:start position:0%
<00:13:21.230>always <00:13:21.239>successful?

00:13:21.240 --> 00:13:23.030 align:start position:0%
<00:13:21.240>always <00:13:21.380>successful? <00:13:21.520>Not <00:13:21.660>100% <00:13:21.800>of <00:13:21.940>the <00:13:22.080>time, <00:13:22.220>but <00:13:22.360>for <00:13:22.500>the <00:13:22.640>most

00:13:23.030 --> 00:13:23.040 align:start position:0%
<00:13:23.030>Not <00:13:23.031>100% <00:13:23.032>of <00:13:23.033>the <00:13:23.034>time, <00:13:23.035>but <00:13:23.036>for <00:13:23.037>the <00:13:23.039>most

00:13:23.040 --> 00:13:24.430 align:start position:0%
<00:13:23.040>Not <00:13:23.129>100% <00:13:23.218>of <00:13:23.308>the <00:13:23.397>time, <00:13:23.486>but <00:13:23.576>for <00:13:23.665>the <00:13:23.754>most <00:13:23.844>part, <00:13:23.933>it <00:13:24.022>will <00:13:24.112>self-adjust. <00:13:24.201>It <00:13:24.290>will

00:13:24.430 --> 00:13:24.440 align:start position:0%
<00:13:24.430>part, <00:13:24.431>it <00:13:24.433>will <00:13:24.435>self-adjust. <00:13:24.437>It <00:13:24.439>will

00:13:24.440 --> 00:13:26.790 align:start position:0%
<00:13:24.440>part, <00:13:24.547>it <00:13:24.655>will <00:13:24.763>self-adjust. <00:13:24.870>It <00:13:24.978>will <00:13:25.086>self-heal. <00:13:25.193>So, <00:13:25.301>if <00:13:25.409>I <00:13:25.516>initiate <00:13:25.624>a <00:13:25.732>task <00:13:25.840>with

00:13:26.790 --> 00:13:26.800 align:start position:0%
<00:13:26.790>self-heal. <00:13:26.791>So, <00:13:26.792>if <00:13:26.793>I <00:13:26.795>initiate <00:13:26.796>a <00:13:26.797>task <00:13:26.799>with

00:13:26.800 --> 00:13:29.830 align:start position:0%
<00:13:26.800>self-heal. <00:13:26.887>So, <00:13:26.974>if <00:13:27.062>I <00:13:27.150>initiate <00:13:27.237>a <00:13:27.324>task <00:13:27.412>with <00:13:27.500>Copilot, <00:13:27.587>um <00:13:27.675>I <00:13:27.762>do <00:13:27.849>get <00:13:27.937>the <00:13:28.025>discount <00:13:28.112>on <00:13:28.199>the

00:13:29.830 --> 00:13:29.840 align:start position:0%
<00:13:29.830>Copilot, <00:13:29.831>um <00:13:29.832>I <00:13:29.833>do <00:13:29.834>get <00:13:29.835>the <00:13:29.836>discount <00:13:29.837>on <00:13:29.839>the

00:13:29.840 --> 00:13:31.310 align:start position:0%
<00:13:29.840>Copilot, <00:13:29.913>um <00:13:29.987>I <00:13:30.060>do <00:13:30.134>get <00:13:30.207>the <00:13:30.281>discount <00:13:30.354>on <00:13:30.428>the <00:13:30.501>on <00:13:30.575>the <00:13:30.648>model <00:13:30.722>side <00:13:30.795>of <00:13:30.868>it, <00:13:30.942>but <00:13:31.016>then <00:13:31.089>I <00:13:31.163>can

00:13:31.310 --> 00:13:31.320 align:start position:0%
<00:13:31.310>on <00:13:31.310>the <00:13:31.312>model <00:13:31.313>side <00:13:31.314>of <00:13:31.315>it, <00:13:31.316>but <00:13:31.317>then <00:13:31.318>I <00:13:31.319>can

00:13:31.320 --> 00:13:32.790 align:start position:0%
<00:13:31.320>on <00:13:31.402>the <00:13:31.485>model <00:13:31.568>side <00:13:31.650>of <00:13:31.733>it, <00:13:31.816>but <00:13:31.898>then <00:13:31.981>I <00:13:32.064>can <00:13:32.146>also <00:13:32.229>adjust <00:13:32.312>the <00:13:32.394>models <00:13:32.477>based <00:13:32.560>off <00:13:32.643>the

00:13:32.790 --> 00:13:32.800 align:start position:0%
<00:13:32.790>also <00:13:32.791>adjust <00:13:32.793>the <00:13:32.794>models <00:13:32.795>based <00:13:32.797>off <00:13:32.799>the

00:13:32.800 --> 00:13:34.430 align:start position:0%
<00:13:32.800>also <00:13:32.907>adjust <00:13:33.015>the <00:13:33.123>models <00:13:33.230>based <00:13:33.338>off <00:13:33.446>the <00:13:33.553>task. <00:13:33.661>And <00:13:33.769>I <00:13:33.876>think <00:13:33.984>it's <00:13:34.092>really <00:13:34.199>important

00:13:34.430 --> 00:13:34.440 align:start position:0%
<00:13:34.430>task. <00:13:34.431>And <00:13:34.433>I <00:13:34.434>think <00:13:34.436>it's <00:13:34.437>really <00:13:34.439>important

00:13:34.440 --> 00:13:36.190 align:start position:0%
<00:13:34.440>task. <00:13:34.567>And <00:13:34.694>I <00:13:34.821>think <00:13:34.949>it's <00:13:35.076>really <00:13:35.203>important <00:13:35.330>here <00:13:35.458>we <00:13:35.585>talk <00:13:35.712>about <00:13:35.840>models.

00:13:36.190 --> 00:13:36.200 align:start position:0%
<00:13:36.190>here <00:13:36.192>we <00:13:36.194>talk <00:13:36.196>about <00:13:36.199>models.

00:13:36.200 --> 00:13:37.110 align:start position:0%
<00:13:36.200>here <00:13:36.363>we <00:13:36.527>talk <00:13:36.691>about <00:13:36.855>models. <00:13:37.019>Um

00:13:37.110 --> 00:13:37.120 align:start position:0%
Um

00:13:37.120 --> 00:13:39.070 align:start position:0%
<00:13:37.120>Um <00:13:37.295>you <00:13:37.470>know, <00:13:37.645>if <00:13:37.820>we <00:13:37.995>are <00:13:38.170>building <00:13:38.345>our <00:13:38.520>house

00:13:39.070 --> 00:13:39.080 align:start position:0%
<00:13:39.070>you <00:13:39.071>know, <00:13:39.072>if <00:13:39.073>we <00:13:39.075>are <00:13:39.076>building <00:13:39.077>our <00:13:39.079>house

00:13:39.080 --> 00:13:40.430 align:start position:0%
<00:13:39.080>you <00:13:39.173>know, <00:13:39.266>if <00:13:39.360>we <00:13:39.453>are <00:13:39.547>building <00:13:39.640>our <00:13:39.734>house <00:13:39.827>analogy <00:13:39.921>and <00:13:40.014>we're <00:13:40.108>thinking <00:13:40.201>about <00:13:40.295>the

00:13:40.430 --> 00:13:40.440 align:start position:0%
<00:13:40.430>analogy <00:13:40.431>and <00:13:40.433>we're <00:13:40.435>thinking <00:13:40.437>about <00:13:40.439>the

00:13:40.440 --> 00:13:42.550 align:start position:0%
<00:13:40.440>analogy <00:13:40.567>and <00:13:40.694>we're <00:13:40.821>thinking <00:13:40.949>about <00:13:41.076>the <00:13:41.203>models <00:13:41.330>we're <00:13:41.458>using, <00:13:41.585>um <00:13:41.712>you <00:13:41.840>know,

00:13:42.550 --> 00:13:42.560 align:start position:0%
<00:13:42.550>models <00:13:42.551>we're <00:13:42.553>using, <00:13:42.555>um <00:13:42.557>you <00:13:42.559>know,

00:13:42.560 --> 00:13:44.270 align:start position:0%
<00:13:42.560>models <00:13:42.676>we're <00:13:42.793>using, <00:13:42.910>um <00:13:43.026>you <00:13:43.143>know, <00:13:43.260>sometimes <00:13:43.376>we <00:13:43.493>need <00:13:43.609>a <00:13:43.726>screwdriver <00:13:43.843>and <00:13:43.959>we

00:13:44.270 --> 00:13:44.280 align:start position:0%
<00:13:44.270>sometimes <00:13:44.271>we <00:13:44.273>need <00:13:44.274>a <00:13:44.276>screwdriver <00:13:44.277>and <00:13:44.279>we

00:13:44.280 --> 00:13:45.950 align:start position:0%
<00:13:44.280>sometimes <00:13:44.396>we <00:13:44.513>need <00:13:44.630>a <00:13:44.746>screwdriver <00:13:44.863>and <00:13:44.980>we <00:13:45.096>don't <00:13:45.213>need <00:13:45.329>an <00:13:45.446>an <00:13:45.563>automatic <00:13:45.680>pneumatic

00:13:45.950 --> 00:13:45.960 align:start position:0%
<00:13:45.950>don't <00:13:45.951>need <00:13:45.953>an <00:13:45.955>an <00:13:45.957>automatic <00:13:45.959>pneumatic

00:13:45.960 --> 00:13:46.910 align:start position:0%
<00:13:45.960>don't <00:13:46.102>need <00:13:46.245>an <00:13:46.387>an <00:13:46.530>automatic <00:13:46.672>pneumatic <00:13:46.814>drill.

00:13:46.910 --> 00:13:46.920 align:start position:0%
drill.

00:13:46.920 --> 00:13:50.230 align:start position:0%
<00:13:46.920>drill. <00:13:47.060>Um <00:13:47.199>and <00:13:47.339>I <00:13:47.479>will <00:13:47.620>say, <00:13:47.760>by <00:13:47.900>the <00:13:48.040>way, <00:13:48.180>a <00:13:48.319>um

00:13:50.230 --> 00:13:50.240 align:start position:0%
<00:13:50.230>Um <00:13:50.231>and <00:13:50.232>I <00:13:50.233>will <00:13:50.234>say, <00:13:50.235>by <00:13:50.236>the <00:13:50.237>way, <00:13:50.238>a <00:13:50.239>um

00:13:50.240 --> 00:13:52.150 align:start position:0%
<00:13:50.240>Um <00:13:50.327>and <00:13:50.415>I <00:13:50.502>will <00:13:50.590>say, <00:13:50.677>by <00:13:50.765>the <00:13:50.852>way, <00:13:50.940>a <00:13:51.027>um <00:13:51.115>one <00:13:51.202>of <00:13:51.290>those <00:13:51.377>big <00:13:51.465>jackhammers <00:13:51.552>are <00:13:51.640>really

00:13:52.150 --> 00:13:52.160 align:start position:0%
<00:13:52.150>one <00:13:52.151>of <00:13:52.153>those <00:13:52.154>big <00:13:52.156>jackhammers <00:13:52.157>are <00:13:52.159>really

00:13:52.160 --> 00:13:54.590 align:start position:0%
<00:13:52.160>one <00:13:52.253>of <00:13:52.346>those <00:13:52.439>big <00:13:52.533>jackhammers <00:13:52.626>are <00:13:52.719>really <00:13:52.813>fun <00:13:52.906>to <00:13:53.000>use <00:13:53.093>if <00:13:53.186>you've <00:13:53.280>never <00:13:53.373>tried <00:13:53.466>it. <00:13:53.560>But

00:13:54.590 --> 00:13:54.600 align:start position:0%
<00:13:54.590>fun <00:13:54.591>to <00:13:54.592>use <00:13:54.593>if <00:13:54.594>you've <00:13:54.595>never <00:13:54.596>tried <00:13:54.597>it. <00:13:54.599>But

00:13:54.600 --> 00:13:55.950 align:start position:0%
<00:13:54.600>fun <00:13:54.681>to <00:13:54.762>use <00:13:54.843>if <00:13:54.924>you've <00:13:55.005>never <00:13:55.086>tried <00:13:55.167>it. <00:13:55.248>But <00:13:55.329>uh <00:13:55.410>we <00:13:55.491>don't <00:13:55.572>always <00:13:55.653>need <00:13:55.734>a <00:13:55.815>jackhammer.

00:13:55.950 --> 00:13:55.960 align:start position:0%
<00:13:55.950>uh <00:13:55.951>we <00:13:55.953>don't <00:13:55.954>always <00:13:55.956>need <00:13:55.957>a <00:13:55.959>jackhammer.

00:13:55.960 --> 00:13:57.630 align:start position:0%
<00:13:55.960>uh <00:13:56.076>we <00:13:56.193>don't <00:13:56.310>always <00:13:56.426>need <00:13:56.543>a <00:13:56.660>jackhammer. <00:13:56.776>Sometimes <00:13:56.893>we <00:13:57.010>need <00:13:57.126>a <00:13:57.243>small <00:13:57.360>screwdriver.

00:13:57.630 --> 00:13:57.640 align:start position:0%
<00:13:57.630>Sometimes <00:13:57.631>we <00:13:57.633>need <00:13:57.635>a <00:13:57.637>small <00:13:57.639>screwdriver.

00:13:57.640 --> 00:13:59.150 align:start position:0%
<00:13:57.640>Sometimes <00:13:57.763>we <00:13:57.887>need <00:13:58.010>a <00:13:58.134>small <00:13:58.257>screwdriver. <00:13:58.381>It's <00:13:58.504>kind <00:13:58.628>of <00:13:58.751>like <00:13:58.875>building <00:13:58.999>IKEA

00:13:59.150 --> 00:13:59.160 align:start position:0%
<00:13:59.150>It's <00:13:59.151>kind <00:13:59.153>of <00:13:59.155>like <00:13:59.157>building <00:13:59.159>IKEA

00:13:59.160 --> 00:14:00.790 align:start position:0%
<00:13:59.160>It's <00:13:59.276>kind <00:13:59.393>of <00:13:59.510>like <00:13:59.626>building <00:13:59.743>IKEA <00:13:59.860>furniture. <00:13:59.976>They <00:14:00.093>tell <00:14:00.209>you <00:14:00.326>don't <00:14:00.443>use <00:14:00.560>a

00:14:00.790 --> 00:14:00.800 align:start position:0%
<00:14:00.790>furniture. <00:14:00.791>They <00:14:00.793>tell <00:14:00.794>you <00:14:00.795>don't <00:14:00.797>use <00:14:00.799>a

00:14:00.800 --> 00:14:03.310 align:start position:0%
<00:14:00.800>furniture. <00:14:00.916>They <00:14:01.033>tell <00:14:01.150>you <00:14:01.266>don't <00:14:01.383>use <00:14:01.500>a <00:14:01.616>drill, <00:14:01.733>use <00:14:01.849>a <00:14:01.966>screwdriver. <00:14:02.083>Um <00:14:02.199>because

00:14:03.310 --> 00:14:03.320 align:start position:0%
<00:14:03.310>drill, <00:14:03.311>use <00:14:03.313>a <00:14:03.315>screwdriver. <00:14:03.317>Um <00:14:03.319>because

00:14:03.320 --> 00:14:04.950 align:start position:0%
<00:14:03.320>drill, <00:14:03.436>use <00:14:03.553>a <00:14:03.670>screwdriver. <00:14:03.786>Um <00:14:03.903>because <00:14:04.020>sometimes <00:14:04.136>we <00:14:04.253>can <00:14:04.370>overdo <00:14:04.486>it. <00:14:04.603>So, <00:14:04.720>think

00:14:04.950 --> 00:14:04.960 align:start position:0%
<00:14:04.950>sometimes <00:14:04.951>we <00:14:04.953>can <00:14:04.954>overdo <00:14:04.956>it. <00:14:04.957>So, <00:14:04.959>think

00:14:04.960 --> 00:14:06.270 align:start position:0%
<00:14:04.960>sometimes <00:14:05.050>we <00:14:05.141>can <00:14:05.232>overdo <00:14:05.322>it. <00:14:05.413>So, <00:14:05.504>think <00:14:05.594>about <00:14:05.685>the <00:14:05.776>model <00:14:05.866>you're <00:14:05.957>using <00:14:06.048>for <00:14:06.139>the

00:14:06.270 --> 00:14:06.280 align:start position:0%
<00:14:06.270>about <00:14:06.271>the <00:14:06.273>model <00:14:06.274>you're <00:14:06.276>using <00:14:06.277>for <00:14:06.279>the

00:14:06.280 --> 00:14:08.270 align:start position:0%
<00:14:06.280>about <00:14:06.380>the <00:14:06.480>model <00:14:06.579>you're <00:14:06.680>using <00:14:06.780>for <00:14:06.880>the <00:14:06.980>right <00:14:07.079>task. <00:14:07.180>So, <00:14:07.280>while <00:14:07.380>we <00:14:07.480>can <00:14:07.579>call <00:14:07.680>these

00:14:08.270 --> 00:14:08.280 align:start position:0%
<00:14:08.270>right <00:14:08.271>task. <00:14:08.272>So, <00:14:08.273>while <00:14:08.275>we <00:14:08.276>can <00:14:08.277>call <00:14:08.279>these

00:14:08.280 --> 00:14:10.070 align:start position:0%
<00:14:08.280>right <00:14:08.396>task. <00:14:08.513>So, <00:14:08.630>while <00:14:08.746>we <00:14:08.863>can <00:14:08.980>call <00:14:09.096>these <00:14:09.213>custom <00:14:09.329>agents, <00:14:09.446>there's <00:14:09.563>different <00:14:09.680>models

00:14:10.070 --> 00:14:10.080 align:start position:0%
<00:14:10.070>custom <00:14:10.072>agents, <00:14:10.074>there's <00:14:10.076>different <00:14:10.079>models

00:14:10.080 --> 00:14:11.310 align:start position:0%
<00:14:10.080>custom <00:14:10.172>agents, <00:14:10.264>there's <00:14:10.356>different <00:14:10.449>models <00:14:10.541>that <00:14:10.633>will <00:14:10.725>be <00:14:10.818>beneficial <00:14:10.910>in <00:14:11.002>each <00:14:11.094>of <00:14:11.186>the

00:14:11.310 --> 00:14:11.320 align:start position:0%
<00:14:11.310>that <00:14:11.311>will <00:14:11.312>be <00:14:11.313>beneficial <00:14:11.315>in <00:14:11.316>each <00:14:11.317>of <00:14:11.319>the

00:14:11.320 --> 00:14:13.470 align:start position:0%
<00:14:11.320>that <00:14:11.475>will <00:14:11.631>be <00:14:11.786>beneficial <00:14:11.942>in <00:14:12.097>each <00:14:12.253>of <00:14:12.408>the <00:14:12.564>different <00:14:12.720>situations.

00:14:13.470 --> 00:14:13.480 align:start position:0%
<00:14:13.470>different <00:14:13.479>situations.

00:14:13.480 --> 00:14:15.270 align:start position:0%
<00:14:13.480>different <00:14:13.607>situations. <00:14:13.734>Um <00:14:13.861>and <00:14:13.989>on <00:14:14.116>the <00:14:14.243>side <00:14:14.370>here, <00:14:14.498>I <00:14:14.625>have <00:14:14.752>you <00:14:14.880>can

00:14:15.270 --> 00:14:15.280 align:start position:0%
<00:14:15.270>Um <00:14:15.271>and <00:14:15.271>on <00:14:15.273>the <00:14:15.274>side <00:14:15.275>here, <00:14:15.276>I <00:14:15.276>have <00:14:15.278>you <00:14:15.279>can

00:14:15.280 --> 00:14:17.030 align:start position:0%
<00:14:15.280>Um <00:14:15.367>and <00:14:15.454>on <00:14:15.542>the <00:14:15.630>side <00:14:15.717>here, <00:14:15.805>I <00:14:15.892>have <00:14:15.980>you <00:14:16.067>can <00:14:16.155>see <00:14:16.242>the <00:14:16.329>the <00:14:16.417>different <00:14:16.505>skills <00:14:16.592>I've <00:14:16.680>given

00:14:17.030 --> 00:14:17.040 align:start position:0%
<00:14:17.030>see <00:14:17.031>the <00:14:17.033>the <00:14:17.034>different <00:14:17.036>skills <00:14:17.037>I've <00:14:17.039>given

00:14:17.040 --> 00:14:20.270 align:start position:0%
<00:14:17.040>see <00:14:17.147>the <00:14:17.255>the <00:14:17.363>different <00:14:17.470>skills <00:14:17.578>I've <00:14:17.686>given <00:14:17.793>my <00:14:17.901>agents. <00:14:18.009>So, <00:14:18.116>I've <00:14:18.224>got <00:14:18.332>a <00:14:18.439>global

00:14:20.270 --> 00:14:20.280 align:start position:0%
<00:14:20.270>my <00:14:20.271>agents. <00:14:20.273>So, <00:14:20.274>I've <00:14:20.276>got <00:14:20.277>a <00:14:20.279>global

00:14:20.280 --> 00:14:21.870 align:start position:0%
<00:14:20.280>my <00:14:20.407>agents. <00:14:20.534>So, <00:14:20.661>I've <00:14:20.789>got <00:14:20.916>a <00:14:21.043>global <00:14:21.170>Copilot <00:14:21.298>instructions <00:14:21.425>file <00:14:21.552>here <00:14:21.680>that

00:14:21.870 --> 00:14:21.880 align:start position:0%
<00:14:21.870>Copilot <00:14:21.872>instructions <00:14:21.874>file <00:14:21.876>here <00:14:21.879>that

00:14:21.880 --> 00:14:23.350 align:start position:0%
<00:14:21.880>Copilot <00:14:21.990>instructions <00:14:22.100>file <00:14:22.210>here <00:14:22.321>that <00:14:22.431>we've <00:14:22.541>pulled <00:14:22.651>up. <00:14:22.762>I'll <00:14:22.872>go <00:14:22.982>ahead <00:14:23.092>and <00:14:23.203>close

00:14:23.350 --> 00:14:23.360 align:start position:0%
<00:14:23.350>we've <00:14:23.351>pulled <00:14:23.352>up. <00:14:23.353>I'll <00:14:23.355>go <00:14:23.356>ahead <00:14:23.357>and <00:14:23.359>close

00:14:23.360 --> 00:14:27.350 align:start position:0%
<00:14:23.360>we've <00:14:23.487>pulled <00:14:23.614>up. <00:14:23.741>I'll <00:14:23.869>go <00:14:23.996>ahead <00:14:24.123>and <00:14:24.250>close <00:14:24.378>our <00:14:24.505>VS <00:14:24.632>Code <00:14:24.760>chat.

00:14:27.350 --> 00:14:27.360 align:start position:0%
<00:14:27.350>our <00:14:27.353>VS <00:14:27.356>Code <00:14:27.359>chat.

00:14:27.360 --> 00:14:28.870 align:start position:0%
<00:14:27.360>our <00:14:27.511>VS <00:14:27.662>Code <00:14:27.813>chat. <00:14:27.964>This <00:14:28.115>is <00:14:28.266>my <00:14:28.417>global <00:14:28.568>instructions <00:14:28.719>files

00:14:28.870 --> 00:14:28.880 align:start position:0%
<00:14:28.870>This <00:14:28.871>is <00:14:28.873>my <00:14:28.875>global <00:14:28.877>instructions <00:14:28.879>files

00:14:28.880 --> 00:14:30.829 align:start position:0%
<00:14:28.880>This <00:14:28.996>is <00:14:29.113>my <00:14:29.230>global <00:14:29.346>instructions <00:14:29.463>files <00:14:29.580>that <00:14:29.696>I <00:14:29.813>have <00:14:29.930>running. <00:14:30.046>This <00:14:30.163>is <00:14:30.280>everything

00:14:30.829 --> 00:14:30.839 align:start position:0%
<00:14:30.829>that <00:14:30.830>I <00:14:30.832>have <00:14:30.833>running. <00:14:30.834>This <00:14:30.836>is <00:14:30.838>everything

00:14:30.839 --> 00:14:32.350 align:start position:0%
<00:14:30.839>that <00:14:30.936>I <00:14:31.033>have <00:14:31.130>running. <00:14:31.227>This <00:14:31.324>is <00:14:31.421>everything <00:14:31.518>in <00:14:31.616>the <00:14:31.713>project <00:14:31.810>needs <00:14:31.907>to <00:14:32.004>follow <00:14:32.101>this. <00:14:32.198>So,

00:14:32.350 --> 00:14:32.360 align:start position:0%
<00:14:32.350>in <00:14:32.351>the <00:14:32.352>project <00:14:32.353>needs <00:14:32.355>to <00:14:32.356>follow <00:14:32.357>this. <00:14:32.359>So,

00:14:32.360 --> 00:14:34.310 align:start position:0%
<00:14:32.360>in <00:14:32.467>the <00:14:32.575>project <00:14:32.683>needs <00:14:32.790>to <00:14:32.898>follow <00:14:33.006>this. <00:14:33.113>So, <00:14:33.221>I'm <00:14:33.329>giving <00:14:33.436>it <00:14:33.544>project <00:14:33.652>context <00:14:33.760>directly

00:14:34.310 --> 00:14:34.320 align:start position:0%
<00:14:34.310>I'm <00:14:34.311>giving <00:14:34.313>it <00:14:34.315>project <00:14:34.317>context <00:14:34.319>directly

00:14:34.320 --> 00:14:36.230 align:start position:0%
<00:14:34.320>I'm <00:14:34.436>giving <00:14:34.553>it <00:14:34.670>project <00:14:34.786>context <00:14:34.903>directly <00:14:35.020>to <00:14:35.136>Copilot. <00:14:35.253>I'm <00:14:35.370>telling <00:14:35.486>it <00:14:35.603>what <00:14:35.720>the

00:14:36.230 --> 00:14:36.240 align:start position:0%
<00:14:36.230>to <00:14:36.231>Copilot. <00:14:36.233>I'm <00:14:36.234>telling <00:14:36.236>it <00:14:36.237>what <00:14:36.239>the

00:14:36.240 --> 00:14:38.110 align:start position:0%
<00:14:36.240>to <00:14:36.356>Copilot. <00:14:36.473>I'm <00:14:36.590>telling <00:14:36.706>it <00:14:36.823>what <00:14:36.940>the <00:14:37.056>architecture <00:14:37.173>is. <00:14:37.290>I'm <00:14:37.406>giving <00:14:37.523>it <00:14:37.640>some

00:14:38.110 --> 00:14:38.120 align:start position:0%
<00:14:38.110>architecture <00:14:38.111>is. <00:14:38.113>I'm <00:14:38.115>giving <00:14:38.117>it <00:14:38.119>some

00:14:38.120 --> 00:14:40.310 align:start position:0%
<00:14:38.120>architecture <00:14:38.320>is. <00:14:38.520>I'm <00:14:38.720>giving <00:14:38.920>it <00:14:39.120>some <00:14:39.320>coding <00:14:39.520>standards.

00:14:40.310 --> 00:14:40.320 align:start position:0%
<00:14:40.310>coding <00:14:40.319>standards.

00:14:40.320 --> 00:14:41.750 align:start position:0%
<00:14:40.320>coding <00:14:40.463>standards. <00:14:40.606>And <00:14:40.749>I'm <00:14:40.892>giving <00:14:41.035>it <00:14:41.178>some <00:14:41.321>key <00:14:41.464>concepts <00:14:41.607>that

00:14:41.750 --> 00:14:41.760 align:start position:0%
<00:14:41.750>And <00:14:41.751>I'm <00:14:41.752>giving <00:14:41.753>it <00:14:41.755>some <00:14:41.756>key <00:14:41.757>concepts <00:14:41.759>that

00:14:41.760 --> 00:14:43.790 align:start position:0%
<00:14:41.760>And <00:14:41.847>I'm <00:14:41.935>giving <00:14:42.022>it <00:14:42.110>some <00:14:42.197>key <00:14:42.285>concepts <00:14:42.372>that <00:14:42.460>I <00:14:42.547>want <00:14:42.635>it <00:14:42.722>to <00:14:42.810>follow. <00:14:42.897>Um <00:14:42.985>and <00:14:43.072>I'm <00:14:43.160>very

00:14:43.790 --> 00:14:43.800 align:start position:0%
<00:14:43.790>I <00:14:43.791>want <00:14:43.792>it <00:14:43.793>to <00:14:43.794>follow. <00:14:43.795>Um <00:14:43.796>and <00:14:43.797>I'm <00:14:43.799>very

00:14:43.800 --> 00:14:46.350 align:start position:0%
<00:14:43.800>I <00:14:43.893>want <00:14:43.986>it <00:14:44.079>to <00:14:44.173>follow. <00:14:44.266>Um <00:14:44.359>and <00:14:44.453>I'm <00:14:44.546>very <00:14:44.640>much <00:14:44.733>giving <00:14:44.826>it <00:14:44.920>that <00:14:45.013>AI <00:14:45.106>integration <00:14:45.199>as

00:14:46.350 --> 00:14:46.360 align:start position:0%
<00:14:46.350>much <00:14:46.351>giving <00:14:46.353>it <00:14:46.354>that <00:14:46.356>AI <00:14:46.357>integration <00:14:46.359>as

00:14:46.360 --> 00:14:47.829 align:start position:0%
<00:14:46.360>much <00:14:46.470>giving <00:14:46.580>it <00:14:46.690>that <00:14:46.800>AI <00:14:46.910>integration <00:14:47.021>as <00:14:47.131>well. <00:14:47.241>And <00:14:47.351>the <00:14:47.461>AI <00:14:47.571>integration's <00:14:47.682>been

00:14:47.829 --> 00:14:47.839 align:start position:0%
<00:14:47.829>well. <00:14:47.830>And <00:14:47.832>the <00:14:47.834>AI <00:14:47.836>integration's <00:14:47.838>been

00:14:47.839 --> 00:14:49.430 align:start position:0%
<00:14:47.839>well. <00:14:47.966>And <00:14:48.093>the <00:14:48.220>AI <00:14:48.348>integration's <00:14:48.475>been <00:14:48.602>really <00:14:48.729>good <00:14:48.857>so <00:14:48.984>that <00:14:49.111>everything's <00:14:49.238>logged,

00:14:49.430 --> 00:14:49.440 align:start position:0%
<00:14:49.430>really <00:14:49.431>good <00:14:49.433>so <00:14:49.435>that <00:14:49.437>everything's <00:14:49.439>logged,

00:14:49.440 --> 00:14:51.110 align:start position:0%
<00:14:49.440>really <00:14:49.556>good <00:14:49.673>so <00:14:49.790>that <00:14:49.906>everything's <00:14:50.023>logged, <00:14:50.140>we <00:14:50.256>can <00:14:50.373>audit, <00:14:50.490>we <00:14:50.606>have <00:14:50.723>full <00:14:50.840>full

00:14:51.110 --> 00:14:51.120 align:start position:0%
<00:14:51.110>we <00:14:51.111>can <00:14:51.113>audit, <00:14:51.114>we <00:14:51.116>have <00:14:51.117>full <00:14:51.119>full

00:14:51.120 --> 00:14:53.990 align:start position:0%
<00:14:51.120>we <00:14:51.236>can <00:14:51.353>audit, <00:14:51.470>we <00:14:51.586>have <00:14:51.703>full <00:14:51.820>full <00:14:51.936>auditing, <00:14:52.053>we <00:14:52.170>can <00:14:52.286>um <00:14:52.403>understand <00:14:52.520>sentiment

00:14:53.990 --> 00:14:54.000 align:start position:0%
<00:14:53.990>auditing, <00:14:53.991>we <00:14:53.993>can <00:14:53.995>um <00:14:53.997>understand <00:14:53.999>sentiment

00:14:54.000 --> 00:14:55.990 align:start position:0%
<00:14:54.000>auditing, <00:14:54.116>we <00:14:54.233>can <00:14:54.350>um <00:14:54.466>understand <00:14:54.583>sentiment <00:14:54.700>as <00:14:54.816>well. <00:14:54.933>Not <00:14:55.050>that <00:14:55.166>developers <00:14:55.283>ever <00:14:55.400>get

00:14:55.990 --> 00:14:56.000 align:start position:0%
<00:14:55.990>as <00:14:55.991>well. <00:14:55.993>Not <00:14:55.994>that <00:14:55.996>developers <00:14:55.997>ever <00:14:55.999>get

00:14:56.000 --> 00:14:57.750 align:start position:0%
<00:14:56.000>as <00:14:56.116>well. <00:14:56.233>Not <00:14:56.350>that <00:14:56.466>developers <00:14:56.583>ever <00:14:56.700>get <00:14:56.816>angry <00:14:56.933>when <00:14:57.050>something <00:14:57.166>doesn't <00:14:57.283>work, <00:14:57.400>but

00:14:57.750 --> 00:14:57.760 align:start position:0%
<00:14:57.750>angry <00:14:57.751>when <00:14:57.753>something <00:14:57.755>doesn't <00:14:57.757>work, <00:14:57.759>but

00:14:57.760 --> 00:14:59.150 align:start position:0%
<00:14:57.760>angry <00:14:57.864>when <00:14:57.968>something <00:14:58.072>doesn't <00:14:58.177>work, <00:14:58.281>but <00:14:58.385>we <00:14:58.489>can <00:14:58.593>also <00:14:58.698>give <00:14:58.802>it <00:14:58.906>priority <00:14:59.011>and

00:14:59.150 --> 00:14:59.160 align:start position:0%
<00:14:59.150>we <00:14:59.151>can <00:14:59.153>also <00:14:59.154>give <00:14:59.156>it <00:14:59.157>priority <00:14:59.159>and

00:14:59.160 --> 00:15:00.670 align:start position:0%
<00:14:59.160>we <00:14:59.295>can <00:14:59.431>also <00:14:59.567>give <00:14:59.703>it <00:14:59.839>priority <00:14:59.975>and <00:15:00.111>classification <00:15:00.247>and <00:15:00.383>suggested <00:15:00.519>next

00:15:00.670 --> 00:15:00.680 align:start position:0%
<00:15:00.670>classification <00:15:00.673>and <00:15:00.675>suggested <00:15:00.679>next

00:15:00.680 --> 00:15:02.030 align:start position:0%
<00:15:00.680>classification <00:15:00.790>and <00:15:00.900>suggested <00:15:01.011>next <00:15:01.121>actions. <00:15:01.232>We <00:15:01.342>can <00:15:01.453>also <00:15:01.563>take <00:15:01.674>some <00:15:01.784>of <00:15:01.895>that

00:15:02.030 --> 00:15:02.040 align:start position:0%
<00:15:02.030>actions. <00:15:02.031>We <00:15:02.032>can <00:15:02.033>also <00:15:02.035>take <00:15:02.036>some <00:15:02.037>of <00:15:02.039>that

00:15:02.040 --> 00:15:03.910 align:start position:0%
<00:15:02.040>actions. <00:15:02.133>We <00:15:02.226>can <00:15:02.319>also <00:15:02.413>take <00:15:02.506>some <00:15:02.599>of <00:15:02.693>that <00:15:02.786>out <00:15:02.880>cuz <00:15:02.973>sometimes <00:15:03.066>we <00:15:03.160>don't <00:15:03.253>want <00:15:03.346>it <00:15:03.439>to

00:15:03.910 --> 00:15:03.920 align:start position:0%
<00:15:03.910>out <00:15:03.911>cuz <00:15:03.912>sometimes <00:15:03.913>we <00:15:03.915>don't <00:15:03.916>want <00:15:03.917>it <00:15:03.919>to

00:15:03.920 --> 00:15:05.390 align:start position:0%
<00:15:03.920>out <00:15:04.014>cuz <00:15:04.108>sometimes <00:15:04.203>we <00:15:04.298>don't <00:15:04.392>want <00:15:04.487>it <00:15:04.581>to <00:15:04.675>suggest <00:15:04.770>the <00:15:04.865>next <00:15:04.959>action. <00:15:05.054>And <00:15:05.148>this <00:15:05.242>is

00:15:05.390 --> 00:15:05.400 align:start position:0%
<00:15:05.390>suggest <00:15:05.391>the <00:15:05.393>next <00:15:05.394>action. <00:15:05.396>And <00:15:05.397>this <00:15:05.399>is

00:15:05.400 --> 00:15:07.390 align:start position:0%
<00:15:05.400>suggest <00:15:05.516>the <00:15:05.633>next <00:15:05.750>action. <00:15:05.866>And <00:15:05.983>this <00:15:06.100>is <00:15:06.216>really <00:15:06.333>important. <00:15:06.449>When <00:15:06.566>you're <00:15:06.683>giving <00:15:06.800>it

00:15:07.390 --> 00:15:07.400 align:start position:0%
<00:15:07.390>really <00:15:07.391>important. <00:15:07.393>When <00:15:07.395>you're <00:15:07.397>giving <00:15:07.399>it

00:15:07.400 --> 00:15:09.070 align:start position:0%
<00:15:07.400>really <00:15:07.516>important. <00:15:07.633>When <00:15:07.750>you're <00:15:07.866>giving <00:15:07.983>it <00:15:08.100>prompts <00:15:08.216>and <00:15:08.333>you're <00:15:08.449>talking <00:15:08.566>to <00:15:08.683>it, <00:15:08.800>give

00:15:09.070 --> 00:15:09.080 align:start position:0%
<00:15:09.070>prompts <00:15:09.071>and <00:15:09.073>you're <00:15:09.074>talking <00:15:09.076>to <00:15:09.077>it, <00:15:09.079>give

00:15:09.080 --> 00:15:11.870 align:start position:0%
<00:15:09.080>prompts <00:15:09.187>and <00:15:09.295>you're <00:15:09.403>talking <00:15:09.510>to <00:15:09.618>it, <00:15:09.726>give <00:15:09.833>it <00:15:09.941>a <00:15:10.049>stopping <00:15:10.156>point. <00:15:10.264>Tell <00:15:10.372>Copilot <00:15:10.480>where

00:15:11.870 --> 00:15:11.880 align:start position:0%
<00:15:11.870>it <00:15:11.871>a <00:15:11.873>stopping <00:15:11.874>point. <00:15:11.876>Tell <00:15:11.877>Copilot <00:15:11.879>where

00:15:11.880 --> 00:15:13.950 align:start position:0%
<00:15:11.880>it <00:15:11.980>a <00:15:12.080>stopping <00:15:12.180>point. <00:15:12.280>Tell <00:15:12.380>Copilot <00:15:12.480>where <00:15:12.580>to <00:15:12.680>stop. <00:15:12.780>So, <00:15:12.880>sometimes <00:15:12.980>we <00:15:13.080>give <00:15:13.180>it <00:15:13.280>a

00:15:13.950 --> 00:15:13.960 align:start position:0%
<00:15:13.950>to <00:15:13.951>stop. <00:15:13.952>So, <00:15:13.953>sometimes <00:15:13.955>we <00:15:13.956>give <00:15:13.957>it <00:15:13.959>a

00:15:13.960 --> 00:15:15.510 align:start position:0%
<00:15:13.960>to <00:15:14.059>stop. <00:15:14.159>So, <00:15:14.258>sometimes <00:15:14.358>we <00:15:14.458>give <00:15:14.557>it <00:15:14.657>a <00:15:14.757>prompt <00:15:14.856>and <00:15:14.956>it <00:15:15.056>keeps <00:15:15.155>going <00:15:15.255>and <00:15:15.355>we're

00:15:15.510 --> 00:15:15.520 align:start position:0%
<00:15:15.510>prompt <00:15:15.511>and <00:15:15.513>it <00:15:15.514>keeps <00:15:15.516>going <00:15:15.517>and <00:15:15.519>we're

00:15:15.520 --> 00:15:16.550 align:start position:0%
<00:15:15.520>prompt <00:15:15.581>and <00:15:15.643>it <00:15:15.705>keeps <00:15:15.767>going <00:15:15.829>and <00:15:15.890>we're <00:15:15.952>like, <00:15:16.014>"Hold <00:15:16.076>on, <00:15:16.137>we <00:15:16.199>don't <00:15:16.261>want <00:15:16.323>to <00:15:16.385>go <00:15:16.447>down

00:15:16.550 --> 00:15:16.560 align:start position:0%
<00:15:16.550>like, <00:15:16.551>"Hold <00:15:16.552>on, <00:15:16.553>we <00:15:16.554>don't <00:15:16.555>want <00:15:16.556>to <00:15:16.557>go <00:15:16.559>down

00:15:16.560 --> 00:15:19.550 align:start position:0%
<00:15:16.560>like, <00:15:16.647>"Hold <00:15:16.734>on, <00:15:16.822>we <00:15:16.910>don't <00:15:16.997>want <00:15:17.084>to <00:15:17.172>go <00:15:17.260>down <00:15:17.347>that <00:15:17.435>path." <00:15:17.522>So, <00:15:17.609>to <00:15:17.697>save <00:15:17.785>on <00:15:17.872>token <00:15:17.959>spend,

00:15:19.550 --> 00:15:19.560 align:start position:0%
<00:15:19.550>that <00:15:19.551>path." <00:15:19.552>So, <00:15:19.553>to <00:15:19.555>save <00:15:19.556>on <00:15:19.557>token <00:15:19.559>spend,

00:15:19.560 --> 00:15:21.470 align:start position:0%
<00:15:19.560>that <00:15:19.660>path." <00:15:19.760>So, <00:15:19.859>to <00:15:19.959>save <00:15:20.060>on <00:15:20.160>token <00:15:20.260>spend, <00:15:20.359>give <00:15:20.459>it <00:15:20.560>an <00:15:20.660>actual <00:15:20.760>stopping <00:15:20.859>point. <00:15:20.959>Say,

00:15:21.470 --> 00:15:21.480 align:start position:0%
<00:15:21.470>give <00:15:21.471>it <00:15:21.473>an <00:15:21.474>actual <00:15:21.476>stopping <00:15:21.477>point. <00:15:21.479>Say,

00:15:21.480 --> 00:15:23.430 align:start position:0%
<00:15:21.480>give <00:15:21.573>it <00:15:21.666>an <00:15:21.760>actual <00:15:21.853>stopping <00:15:21.946>point. <00:15:22.040>Say, <00:15:22.133>"I <00:15:22.226>want <00:15:22.320>you <00:15:22.413>to <00:15:22.506>create <00:15:22.600>a <00:15:22.693>unit <00:15:22.786>test, <00:15:22.880>but

00:15:23.430 --> 00:15:23.440 align:start position:0%
<00:15:23.430>"I <00:15:23.431>want <00:15:23.432>you <00:15:23.433>to <00:15:23.434>create <00:15:23.435>a <00:15:23.436>unit <00:15:23.437>test, <00:15:23.439>but

00:15:23.440 --> 00:15:25.710 align:start position:0%
<00:15:23.440>"I <00:15:23.527>want <00:15:23.615>you <00:15:23.702>to <00:15:23.790>create <00:15:23.877>a <00:15:23.965>unit <00:15:24.052>test, <00:15:24.140>but <00:15:24.227>stop <00:15:24.315>when <00:15:24.402>it <00:15:24.490>creates <00:15:24.577>a <00:15:24.665>test <00:15:24.752>for <00:15:24.840>this

00:15:25.710 --> 00:15:25.720 align:start position:0%
<00:15:25.710>stop <00:15:25.711>when <00:15:25.712>it <00:15:25.713>creates <00:15:25.715>a <00:15:25.716>test <00:15:25.717>for <00:15:25.719>this

00:15:25.720 --> 00:15:28.110 align:start position:0%
<00:15:25.720>stop <00:15:25.820>when <00:15:25.920>it <00:15:26.020>creates <00:15:26.120>a <00:15:26.220>test <00:15:26.320>for <00:15:26.420>this <00:15:26.520>file. <00:15:26.620>Don't <00:15:26.720>actually <00:15:26.820>run <00:15:26.920>the <00:15:27.020>test. <00:15:27.120>That

00:15:28.110 --> 00:15:28.120 align:start position:0%
<00:15:28.110>file. <00:15:28.111>Don't <00:15:28.113>actually <00:15:28.114>run <00:15:28.116>the <00:15:28.117>test. <00:15:28.119>That

00:15:28.120 --> 00:15:29.310 align:start position:0%
<00:15:28.120>file. <00:15:28.209>Don't <00:15:28.298>actually <00:15:28.387>run <00:15:28.477>the <00:15:28.566>test. <00:15:28.655>That <00:15:28.744>will <00:15:28.834>save <00:15:28.923>on <00:15:29.012>your <00:15:29.101>spending <00:15:29.190>your

00:15:29.310 --> 00:15:29.320 align:start position:0%
<00:15:29.310>will <00:15:29.311>save <00:15:29.313>on <00:15:29.315>your <00:15:29.317>spending <00:15:29.319>your

00:15:29.320 --> 00:15:31.830 align:start position:0%
<00:15:29.320>will <00:15:29.495>save <00:15:29.670>on <00:15:29.845>your <00:15:30.020>spending <00:15:30.195>your <00:15:30.370>utilization <00:15:30.545>as <00:15:30.720>well.

00:15:31.830 --> 00:15:31.840 align:start position:0%
<00:15:31.830>utilization <00:15:31.834>as <00:15:31.839>well.

00:15:31.840 --> 00:15:32.990 align:start position:0%
<00:15:31.840>utilization <00:15:31.934>as <00:15:32.028>well. <00:15:32.122>So, <00:15:32.216>you <00:15:32.310>can <00:15:32.404>also <00:15:32.498>see <00:15:32.592>here <00:15:32.686>that <00:15:32.780>I <00:15:32.875>have

00:15:32.990 --> 00:15:33.000 align:start position:0%
<00:15:32.990>So, <00:15:32.991>you <00:15:32.992>can <00:15:32.993>also <00:15:32.994>see <00:15:32.995>here <00:15:32.996>that <00:15:32.997>I <00:15:32.999>have

00:15:33.000 --> 00:15:36.830 align:start position:0%
<00:15:33.000>So, <00:15:33.087>you <00:15:33.175>can <00:15:33.262>also <00:15:33.350>see <00:15:33.437>here <00:15:33.525>that <00:15:33.612>I <00:15:33.700>have <00:15:33.787>different <00:15:33.875>skills <00:15:33.962>here. <00:15:34.050>So, <00:15:34.137>I <00:15:34.225>have <00:15:34.312>an <00:15:34.400>SLA

00:15:36.830 --> 00:15:36.840 align:start position:0%
<00:15:36.830>different <00:15:36.831>skills <00:15:36.832>here. <00:15:36.833>So, <00:15:36.835>I <00:15:36.836>have <00:15:36.837>an <00:15:36.839>SLA

00:15:36.840 --> 00:15:38.750 align:start position:0%
<00:15:36.840>different <00:15:36.967>skills <00:15:37.094>here. <00:15:37.221>So, <00:15:37.349>I <00:15:37.476>have <00:15:37.603>an <00:15:37.730>SLA <00:15:37.858>attached <00:15:37.985>to <00:15:38.112>this <00:15:38.240>repository.

00:15:38.750 --> 00:15:38.760 align:start position:0%
<00:15:38.750>attached <00:15:38.753>to <00:15:38.756>this <00:15:38.759>repository.

00:15:38.760 --> 00:15:41.790 align:start position:0%
<00:15:38.760>attached <00:15:38.876>to <00:15:38.993>this <00:15:39.110>repository. <00:15:39.226>I <00:15:39.343>want <00:15:39.460>to <00:15:39.576>analyze <00:15:39.693>my <00:15:39.810>SLA <00:15:39.926>risk. <00:15:40.043>I <00:15:40.160>also

00:15:41.790 --> 00:15:41.800 align:start position:0%
<00:15:41.790>I <00:15:41.791>want <00:15:41.792>to <00:15:41.793>analyze <00:15:41.794>my <00:15:41.795>SLA <00:15:41.796>risk. <00:15:41.797>I <00:15:41.799>also

00:15:41.800 --> 00:15:43.630 align:start position:0%
<00:15:41.800>I <00:15:41.893>want <00:15:41.986>to <00:15:42.079>analyze <00:15:42.173>my <00:15:42.266>SLA <00:15:42.359>risk. <00:15:42.453>I <00:15:42.546>also <00:15:42.640>have <00:15:42.733>kind <00:15:42.826>of <00:15:42.920>a <00:15:43.013>draft <00:15:43.106>automated <00:15:43.199>customer

00:15:43.630 --> 00:15:43.640 align:start position:0%
<00:15:43.630>have <00:15:43.631>kind <00:15:43.633>of <00:15:43.634>a <00:15:43.636>draft <00:15:43.637>automated <00:15:43.639>customer

00:15:43.640 --> 00:15:45.030 align:start position:0%
<00:15:43.640>have <00:15:43.818>kind <00:15:43.997>of <00:15:44.176>a <00:15:44.354>draft <00:15:44.533>automated <00:15:44.712>customer <00:15:44.891>response,

00:15:45.030 --> 00:15:45.040 align:start position:0%
response,

00:15:45.040 --> 00:15:46.710 align:start position:0%
<00:15:45.040>response, <00:15:45.319>but <00:15:45.599>also <00:15:45.880>reviewing <00:15:46.160>my <00:15:46.439>infrastructure

00:15:46.710 --> 00:15:46.720 align:start position:0%
<00:15:46.710>but <00:15:46.712>also <00:15:46.714>reviewing <00:15:46.716>my <00:15:46.719>infrastructure

00:15:46.720 --> 00:15:47.910 align:start position:0%
<00:15:46.720>but <00:15:46.934>also <00:15:47.148>reviewing <00:15:47.362>my <00:15:47.576>infrastructure <00:15:47.790>changes.

00:15:47.910 --> 00:15:47.920 align:start position:0%
changes.

00:15:47.920 --> 00:15:49.710 align:start position:0%
<00:15:47.920>changes. <00:15:48.120>Very <00:15:48.319>often <00:15:48.520>times <00:15:48.719>we <00:15:48.920>make <00:15:49.120>code <00:15:49.319>changes,

00:15:49.710 --> 00:15:49.720 align:start position:0%
<00:15:49.710>Very <00:15:49.711>often <00:15:49.713>times <00:15:49.714>we <00:15:49.716>make <00:15:49.717>code <00:15:49.719>changes,

00:15:49.720 --> 00:15:52.030 align:start position:0%
<00:15:49.720>Very <00:15:49.827>often <00:15:49.935>times <00:15:50.043>we <00:15:50.150>make <00:15:50.258>code <00:15:50.366>changes, <00:15:50.473>it's <00:15:50.581>broken <00:15:50.689>the <00:15:50.796>infrastructure. <00:15:50.904>So, <00:15:51.012>I <00:15:51.120>am

00:15:52.030 --> 00:15:52.040 align:start position:0%
<00:15:52.030>it's <00:15:52.031>broken <00:15:52.033>the <00:15:52.034>infrastructure. <00:15:52.036>So, <00:15:52.037>I <00:15:52.039>am

00:15:52.040 --> 00:15:53.990 align:start position:0%
<00:15:52.040>it's <00:15:52.147>broken <00:15:52.255>the <00:15:52.363>infrastructure. <00:15:52.470>So, <00:15:52.578>I <00:15:52.686>am <00:15:52.793>making <00:15:52.901>sure <00:15:53.009>that <00:15:53.116>every <00:15:53.224>code <00:15:53.332>change <00:15:53.439>I

00:15:53.990 --> 00:15:54.000 align:start position:0%
<00:15:53.990>making <00:15:53.991>sure <00:15:53.993>that <00:15:53.994>every <00:15:53.996>code <00:15:53.997>change <00:15:53.999>I

00:15:54.000 --> 00:15:55.950 align:start position:0%
<00:15:54.000>making <00:15:54.127>sure <00:15:54.254>that <00:15:54.381>every <00:15:54.509>code <00:15:54.636>change <00:15:54.763>I <00:15:54.890>have <00:15:55.018>is <00:15:55.145>checking <00:15:55.272>that <00:15:55.400>infrastructure

00:15:55.950 --> 00:15:55.960 align:start position:0%
<00:15:55.950>have <00:15:55.952>is <00:15:55.954>checking <00:15:55.956>that <00:15:55.959>infrastructure

00:15:55.960 --> 00:15:57.270 align:start position:0%
<00:15:55.960>have <00:15:56.091>is <00:15:56.222>checking <00:15:56.353>that <00:15:56.484>infrastructure <00:15:56.615>change. <00:15:56.746>Because <00:15:56.877>sometimes <00:15:57.008>as <00:15:57.139>a

00:15:57.270 --> 00:15:57.280 align:start position:0%
<00:15:57.270>change. <00:15:57.272>Because <00:15:57.274>sometimes <00:15:57.276>as <00:15:57.279>a

00:15:57.280 --> 00:15:58.910 align:start position:0%
<00:15:57.280>change. <00:15:57.407>Because <00:15:57.534>sometimes <00:15:57.661>as <00:15:57.789>a <00:15:57.916>developer, <00:15:58.043>and <00:15:58.170>I'll <00:15:58.298>say <00:15:58.425>sometimes <00:15:58.552>a <00:15:58.680>lot

00:15:58.910 --> 00:15:58.920 align:start position:0%
<00:15:58.910>developer, <00:15:58.911>and <00:15:58.913>I'll <00:15:58.914>say <00:15:58.915>sometimes <00:15:58.917>a <00:15:58.919>lot

00:15:58.920 --> 00:16:00.550 align:start position:0%
<00:15:58.920>developer, <00:15:59.020>and <00:15:59.120>I'll <00:15:59.219>say <00:15:59.319>sometimes <00:15:59.420>a <00:15:59.520>lot <00:15:59.620>of <00:15:59.719>times, <00:15:59.819>I <00:15:59.920>don't <00:16:00.020>want <00:16:00.120>to <00:16:00.219>touch <00:16:00.319>the

00:16:00.550 --> 00:16:00.560 align:start position:0%
<00:16:00.550>of <00:16:00.551>times, <00:16:00.552>I <00:16:00.553>don't <00:16:00.555>want <00:16:00.556>to <00:16:00.557>touch <00:16:00.559>the

00:16:00.560 --> 00:16:02.390 align:start position:0%
<00:16:00.560>of <00:16:00.660>times, <00:16:00.760>I <00:16:00.859>don't <00:16:00.959>want <00:16:01.060>to <00:16:01.160>touch <00:16:01.260>the <00:16:01.359>infrastructure. <00:16:01.459>I <00:16:01.560>but <00:16:01.660>I <00:16:01.760>want <00:16:01.859>to <00:16:01.959>know

00:16:02.390 --> 00:16:02.400 align:start position:0%
<00:16:02.390>infrastructure. <00:16:02.391>I <00:16:02.393>but <00:16:02.394>I <00:16:02.396>want <00:16:02.397>to <00:16:02.399>know

00:16:02.400 --> 00:16:03.750 align:start position:0%
<00:16:02.400>infrastructure. <00:16:02.501>I <00:16:02.602>but <00:16:02.703>I <00:16:02.805>want <00:16:02.906>to <00:16:03.007>know <00:16:03.108>what <00:16:03.210>it's <00:16:03.311>impacting <00:16:03.412>and <00:16:03.513>avoid <00:16:03.615>those

00:16:03.750 --> 00:16:03.760 align:start position:0%
<00:16:03.750>what <00:16:03.751>it's <00:16:03.753>impacting <00:16:03.755>and <00:16:03.757>avoid <00:16:03.759>those

00:16:03.760 --> 00:16:08.550 align:start position:0%
<00:16:03.760>what <00:16:03.960>it's <00:16:04.160>impacting <00:16:04.360>and <00:16:04.560>avoid <00:16:04.760>those <00:16:04.960>breaking <00:16:05.160>changes.

00:16:08.560 --> 00:16:10.150 align:start position:0%
<00:16:08.560>And <00:16:08.734>we <00:16:08.910>can <00:16:09.084>all <00:16:09.260>see <00:16:09.435>I <00:16:09.609>have <00:16:09.785>four <00:16:09.959>different

00:16:10.150 --> 00:16:10.160 align:start position:0%
<00:16:10.150>And <00:16:10.151>we <00:16:10.152>can <00:16:10.153>all <00:16:10.154>see <00:16:10.155>I <00:16:10.156>have <00:16:10.157>four <00:16:10.159>different

00:16:10.160 --> 00:16:12.470 align:start position:0%
<00:16:10.160>And <00:16:10.260>we <00:16:10.360>can <00:16:10.459>all <00:16:10.560>see <00:16:10.660>I <00:16:10.760>have <00:16:10.860>four <00:16:10.959>different <00:16:11.060>custom <00:16:11.160>agents <00:16:11.260>in <00:16:11.360>here. <00:16:11.459>One <00:16:11.560>specifically

00:16:12.470 --> 00:16:12.480 align:start position:0%
<00:16:12.470>custom <00:16:12.471>agents <00:16:12.473>in <00:16:12.475>here. <00:16:12.477>One <00:16:12.479>specifically

00:16:12.480 --> 00:16:14.550 align:start position:0%
<00:16:12.480>custom <00:16:12.596>agents <00:16:12.713>in <00:16:12.830>here. <00:16:12.946>One <00:16:13.063>specifically <00:16:13.180>to <00:16:13.296>my <00:16:13.413>API <00:16:13.530>refactor. <00:16:13.646>I <00:16:13.763>have <00:16:13.880>an

00:16:14.550 --> 00:16:14.560 align:start position:0%
<00:16:14.550>to <00:16:14.551>my <00:16:14.553>API <00:16:14.554>refactor. <00:16:14.555>I <00:16:14.557>have <00:16:14.559>an

00:16:14.560 --> 00:16:16.110 align:start position:0%
<00:16:14.560>to <00:16:14.676>my <00:16:14.792>API <00:16:14.908>refactor. <00:16:15.025>I <00:16:15.141>have <00:16:15.257>an <00:16:15.373>infrastructure <00:16:15.490>as <00:16:15.606>code <00:16:15.722>engineer. <00:16:15.838>I <00:16:15.955>have

00:16:16.110 --> 00:16:16.120 align:start position:0%
<00:16:16.110>infrastructure <00:16:16.111>as <00:16:16.113>code <00:16:16.115>engineer. <00:16:16.117>I <00:16:16.119>have

00:16:16.120 --> 00:16:17.710 align:start position:0%
<00:16:16.120>infrastructure <00:16:16.236>as <00:16:16.353>code <00:16:16.470>engineer. <00:16:16.586>I <00:16:16.703>have <00:16:16.820>a <00:16:16.936>docs <00:16:17.053>writing <00:16:17.170>engineer <00:16:17.286>and <00:16:17.403>a <00:16:17.520>test

00:16:17.710 --> 00:16:17.720 align:start position:0%
<00:16:17.710>a <00:16:17.711>docs <00:16:17.713>writing <00:16:17.714>engineer <00:16:17.716>and <00:16:17.717>a <00:16:17.719>test

00:16:17.720 --> 00:16:19.550 align:start position:0%
<00:16:17.720>a <00:16:17.820>docs <00:16:17.920>writing <00:16:18.020>engineer <00:16:18.120>and <00:16:18.220>a <00:16:18.320>test <00:16:18.420>engineer. <00:16:18.520>So, <00:16:18.620>I'm <00:16:18.720>going <00:16:18.820>to <00:16:18.920>go <00:16:19.020>ahead <00:16:19.120>and

00:16:19.550 --> 00:16:19.560 align:start position:0%
<00:16:19.550>engineer. <00:16:19.551>So, <00:16:19.552>I'm <00:16:19.553>going <00:16:19.555>to <00:16:19.556>go <00:16:19.557>ahead <00:16:19.559>and

00:16:19.560 --> 00:16:21.390 align:start position:0%
<00:16:19.560>engineer. <00:16:19.660>So, <00:16:19.760>I'm <00:16:19.859>going <00:16:19.959>to <00:16:20.060>go <00:16:20.160>ahead <00:16:20.260>and <00:16:20.359>go <00:16:20.459>to <00:16:20.560>our <00:16:20.660>test <00:16:20.760>engineer. <00:16:20.859>And <00:16:20.959>again,

00:16:21.390 --> 00:16:21.400 align:start position:0%
<00:16:21.390>go <00:16:21.391>to <00:16:21.393>our <00:16:21.394>test <00:16:21.396>engineer. <00:16:21.397>And <00:16:21.399>again,

00:16:21.400 --> 00:16:23.790 align:start position:0%
<00:16:21.400>go <00:16:21.507>to <00:16:21.615>our <00:16:21.723>test <00:16:21.830>engineer. <00:16:21.938>And <00:16:22.046>again, <00:16:22.153>these <00:16:22.261>are <00:16:22.369>very <00:16:22.476>much <00:16:22.584>markdown <00:16:22.692>files. <00:16:22.800>So,

00:16:23.790 --> 00:16:23.800 align:start position:0%
<00:16:23.790>these <00:16:23.791>are <00:16:23.793>very <00:16:23.794>much <00:16:23.795>markdown <00:16:23.797>files. <00:16:23.799>So,

00:16:23.800 --> 00:16:25.110 align:start position:0%
<00:16:23.800>these <00:16:23.878>are <00:16:23.957>very <00:16:24.035>much <00:16:24.114>markdown <00:16:24.193>files. <00:16:24.271>So, <00:16:24.350>I'm <00:16:24.428>telling <00:16:24.507>it <00:16:24.586>I <00:16:24.664>want <00:16:24.743>it <00:16:24.821>to <00:16:24.900>be <00:16:24.979>for

00:16:25.110 --> 00:16:25.120 align:start position:0%
<00:16:25.110>I'm <00:16:25.111>telling <00:16:25.112>it <00:16:25.113>I <00:16:25.114>want <00:16:25.115>it <00:16:25.116>to <00:16:25.117>be <00:16:25.119>for

00:16:25.120 --> 00:16:27.590 align:start position:0%
<00:16:25.120>I'm <00:16:25.236>telling <00:16:25.353>it <00:16:25.470>I <00:16:25.586>want <00:16:25.703>it <00:16:25.820>to <00:16:25.936>be <00:16:26.053>for <00:16:26.170>regression <00:16:26.286>coverage, <00:16:26.403>test <00:16:26.520>failures,

00:16:27.590 --> 00:16:27.600 align:start position:0%
<00:16:27.590>regression <00:16:27.593>coverage, <00:16:27.596>test <00:16:27.599>failures,

00:16:27.600 --> 00:16:29.430 align:start position:0%
<00:16:27.600>regression <00:16:27.727>coverage, <00:16:27.854>test <00:16:27.981>failures, <00:16:28.109>and <00:16:28.236>any <00:16:28.363>kind <00:16:28.490>of <00:16:28.618>test <00:16:28.745>cleanup. <00:16:28.872>And <00:16:29.000>I'm

00:16:29.430 --> 00:16:29.440 align:start position:0%
<00:16:29.430>and <00:16:29.431>any <00:16:29.432>kind <00:16:29.433>of <00:16:29.435>test <00:16:29.436>cleanup. <00:16:29.437>And <00:16:29.439>I'm

00:16:29.440 --> 00:16:31.030 align:start position:0%
<00:16:29.440>and <00:16:29.540>any <00:16:29.640>kind <00:16:29.740>of <00:16:29.840>test <00:16:29.940>cleanup. <00:16:30.040>And <00:16:30.140>I'm <00:16:30.240>asking <00:16:30.340>it <00:16:30.440>to <00:16:30.540>focus <00:16:30.640>on <00:16:30.740>this <00:16:30.840>repository

00:16:31.030 --> 00:16:31.040 align:start position:0%
<00:16:31.030>asking <00:16:31.031>it <00:16:31.033>to <00:16:31.034>focus <00:16:31.036>on <00:16:31.037>this <00:16:31.039>repository

00:16:31.040 --> 00:16:32.710 align:start position:0%
<00:16:31.040>asking <00:16:31.147>it <00:16:31.255>to <00:16:31.363>focus <00:16:31.470>on <00:16:31.578>this <00:16:31.686>repository <00:16:31.793>and <00:16:31.901>I'm <00:16:32.009>giving <00:16:32.116>it <00:16:32.224>very <00:16:32.332>specific <00:16:32.439>rules

00:16:32.710 --> 00:16:32.720 align:start position:0%
<00:16:32.710>and <00:16:32.711>I'm <00:16:32.713>giving <00:16:32.714>it <00:16:32.716>very <00:16:32.717>specific <00:16:32.719>rules

00:16:32.720 --> 00:16:34.590 align:start position:0%
<00:16:32.720>and <00:16:32.827>I'm <00:16:32.935>giving <00:16:33.043>it <00:16:33.150>very <00:16:33.258>specific <00:16:33.366>rules <00:16:33.473>and <00:16:33.581>guidelines. <00:16:33.689>Again, <00:16:33.796>this <00:16:33.904>is <00:16:34.012>also <00:16:34.120>a

00:16:34.590 --> 00:16:34.600 align:start position:0%
<00:16:34.590>and <00:16:34.591>guidelines. <00:16:34.593>Again, <00:16:34.594>this <00:16:34.596>is <00:16:34.597>also <00:16:34.599>a

00:16:34.600 --> 00:16:36.150 align:start position:0%
<00:16:34.600>and <00:16:34.699>guidelines. <00:16:34.799>Again, <00:16:34.898>this <00:16:34.998>is <00:16:35.098>also <00:16:35.197>a <00:16:35.297>great <00:16:35.397>place <00:16:35.496>where <00:16:35.596>you <00:16:35.696>can <00:16:35.795>put <00:16:35.895>in <00:16:35.995>stop

00:16:36.150 --> 00:16:36.160 align:start position:0%
<00:16:36.150>great <00:16:36.151>place <00:16:36.152>where <00:16:36.153>you <00:16:36.155>can <00:16:36.156>put <00:16:36.157>in <00:16:36.159>stop

00:16:36.160 --> 00:16:38.510 align:start position:0%
<00:16:36.160>great <00:16:36.267>place <00:16:36.375>where <00:16:36.483>you <00:16:36.590>can <00:16:36.698>put <00:16:36.806>in <00:16:36.913>stop <00:16:37.021>conditions <00:16:37.129>for <00:16:37.236>the <00:16:37.344>agents. <00:16:37.452>Especially <00:16:37.560>as

00:16:38.510 --> 00:16:38.520 align:start position:0%
<00:16:38.510>conditions <00:16:38.511>for <00:16:38.513>the <00:16:38.515>agents. <00:16:38.517>Especially <00:16:38.519>as

00:16:38.520 --> 00:16:40.350 align:start position:0%
<00:16:38.520>conditions <00:16:38.636>for <00:16:38.753>the <00:16:38.870>agents. <00:16:38.986>Especially <00:16:39.103>as <00:16:39.220>projects <00:16:39.336>progress <00:16:39.453>from <00:16:39.569>maybe <00:16:39.686>a <00:16:39.803>dev <00:16:39.920>test

00:16:40.350 --> 00:16:40.360 align:start position:0%
<00:16:40.350>projects <00:16:40.351>progress <00:16:40.353>from <00:16:40.354>maybe <00:16:40.356>a <00:16:40.357>dev <00:16:40.359>test

00:16:40.360 --> 00:16:41.950 align:start position:0%
<00:16:40.360>projects <00:16:40.487>progress <00:16:40.614>from <00:16:40.741>maybe <00:16:40.869>a <00:16:40.996>dev <00:16:41.123>test <00:16:41.250>into <00:16:41.378>production. <00:16:41.505>This <00:16:41.632>is <00:16:41.760>really

00:16:41.950 --> 00:16:41.960 align:start position:0%
<00:16:41.950>into <00:16:41.952>production. <00:16:41.954>This <00:16:41.956>is <00:16:41.959>really

00:16:41.960 --> 00:16:44.590 align:start position:0%
<00:16:41.960>into <00:16:42.076>production. <00:16:42.193>This <00:16:42.310>is <00:16:42.426>really <00:16:42.543>important <00:16:42.660>again <00:16:42.776>what <00:16:42.893>what <00:16:43.010>is <00:16:43.126>to <00:16:43.243>do. <00:16:43.360>The

00:16:44.590 --> 00:16:44.600 align:start position:0%
<00:16:44.590>important <00:16:44.591>again <00:16:44.592>what <00:16:44.593>what <00:16:44.595>is <00:16:44.596>to <00:16:44.597>do. <00:16:44.599>The

00:16:44.600 --> 00:16:46.470 align:start position:0%
<00:16:44.600>important <00:16:44.716>again <00:16:44.833>what <00:16:44.950>what <00:16:45.066>is <00:16:45.183>to <00:16:45.300>do. <00:16:45.416>The <00:16:45.533>other <00:16:45.650>thing <00:16:45.766>that <00:16:45.883>I <00:16:46.000>love,

00:16:46.470 --> 00:16:46.480 align:start position:0%
<00:16:46.470>other <00:16:46.472>thing <00:16:46.474>that <00:16:46.476>I <00:16:46.479>love,

00:16:46.480 --> 00:16:47.350 align:start position:0%
<00:16:46.480>other <00:16:46.558>thing <00:16:46.636>that <00:16:46.714>I <00:16:46.793>love, <00:16:46.871>how <00:16:46.949>many <00:16:47.028>of <00:16:47.106>you <00:16:47.184>love <00:16:47.263>writing

00:16:47.350 --> 00:16:47.360 align:start position:0%
<00:16:47.350>how <00:16:47.351>many <00:16:47.353>of <00:16:47.355>you <00:16:47.357>love <00:16:47.359>writing

00:16:47.360 --> 00:16:49.710 align:start position:0%
<00:16:47.360>how <00:16:47.593>many <00:16:47.826>of <00:16:48.060>you <00:16:48.293>love <00:16:48.526>writing <00:16:48.760>documentation?

00:16:49.710 --> 00:16:49.720 align:start position:0%
documentation?

00:16:49.720 --> 00:16:51.190 align:start position:0%
<00:16:49.720>documentation? <00:16:49.909>Okay, <00:16:50.098>there's <00:16:50.287>like <00:16:50.476>three <00:16:50.665>hands, <00:16:50.854>fair. <00:16:51.043>I

00:16:51.190 --> 00:16:51.200 align:start position:0%
<00:16:51.190>Okay, <00:16:51.191>there's <00:16:51.193>like <00:16:51.194>three <00:16:51.196>hands, <00:16:51.197>fair. <00:16:51.199>I

00:16:51.200 --> 00:16:53.750 align:start position:0%
<00:16:51.200>Okay, <00:16:51.300>there's <00:16:51.400>like <00:16:51.500>three <00:16:51.600>hands, <00:16:51.700>fair. <00:16:51.800>I <00:16:51.900>don't, <00:16:52.000>but <00:16:52.100>Copilot <00:16:52.200>will <00:16:52.300>do <00:16:52.400>that <00:16:52.500>for <00:16:52.600>me.

00:16:53.750 --> 00:16:53.760 align:start position:0%
<00:16:53.750>don't, <00:16:53.751>but <00:16:53.752>Copilot <00:16:53.753>will <00:16:53.755>do <00:16:53.756>that <00:16:53.757>for <00:16:53.759>me.

00:16:53.760 --> 00:16:54.990 align:start position:0%
<00:16:53.760>don't, <00:16:53.839>but <00:16:53.918>Copilot <00:16:53.997>will <00:16:54.076>do <00:16:54.155>that <00:16:54.234>for <00:16:54.313>me. <00:16:54.392>So, <00:16:54.471>after <00:16:54.550>the <00:16:54.629>changes <00:16:54.708>I <00:16:54.787>have <00:16:54.867>it

00:16:54.990 --> 00:16:55.000 align:start position:0%
<00:16:54.990>So, <00:16:54.991>after <00:16:54.993>the <00:16:54.994>changes <00:16:54.996>I <00:16:54.997>have <00:16:54.999>it

00:16:55.000 --> 00:16:56.350 align:start position:0%
<00:16:55.000>So, <00:16:55.173>after <00:16:55.347>the <00:16:55.520>changes <00:16:55.694>I <00:16:55.867>have <00:16:56.041>it <00:16:56.215>summarize.

00:16:56.350 --> 00:16:56.360 align:start position:0%
summarize.

00:16:56.360 --> 00:16:57.829 align:start position:0%
<00:16:56.360>summarize. <00:16:56.492>I <00:16:56.624>I <00:16:56.756>don't <00:16:56.888>have <00:16:57.021>it <00:16:57.153>in <00:16:57.285>this <00:16:57.417>agent, <00:16:57.549>but <00:16:57.682>I

00:16:57.829 --> 00:16:57.839 align:start position:0%
<00:16:57.829>I <00:16:57.829>I <00:16:57.830>don't <00:16:57.832>have <00:16:57.833>it <00:16:57.834>in <00:16:57.834>this <00:16:57.835>agent, <00:16:57.837>but <00:16:57.838>I

00:16:57.839 --> 00:16:58.990 align:start position:0%
<00:16:57.839>I <00:16:57.903>I <00:16:57.968>don't <00:16:58.033>have <00:16:58.097>it <00:16:58.162>in <00:16:58.227>this <00:16:58.292>agent, <00:16:58.356>but <00:16:58.421>I <00:16:58.486>have <00:16:58.551>a <00:16:58.615>custom <00:16:58.680>agent <00:16:58.745>that <00:16:58.810>when <00:16:58.874>it

00:16:58.990 --> 00:16:59.000 align:start position:0%
<00:16:58.990>have <00:16:58.991>a <00:16:58.993>custom <00:16:58.994>agent <00:16:58.996>that <00:16:58.997>when <00:16:58.999>it

00:16:59.000 --> 00:17:01.270 align:start position:0%
<00:16:59.000>have <00:16:59.107>a <00:16:59.215>custom <00:16:59.323>agent <00:16:59.430>that <00:16:59.538>when <00:16:59.646>it <00:16:59.753>executes <00:16:59.861>a <00:16:59.969>change, <00:17:00.076>it <00:17:00.184>writes <00:17:00.292>a <00:17:00.400>markdown

00:17:01.270 --> 00:17:01.280 align:start position:0%
<00:17:01.270>executes <00:17:01.271>a <00:17:01.273>change, <00:17:01.274>it <00:17:01.276>writes <00:17:01.277>a <00:17:01.279>markdown

00:17:01.280 --> 00:17:02.950 align:start position:0%
<00:17:01.280>executes <00:17:01.380>a <00:17:01.480>change, <00:17:01.579>it <00:17:01.680>writes <00:17:01.780>a <00:17:01.880>markdown <00:17:01.980>file <00:17:02.079>and <00:17:02.180>puts <00:17:02.280>it <00:17:02.380>into <00:17:02.480>the <00:17:02.579>repository <00:17:02.680>and

00:17:02.950 --> 00:17:02.960 align:start position:0%
<00:17:02.950>file <00:17:02.951>and <00:17:02.952>puts <00:17:02.953>it <00:17:02.955>into <00:17:02.956>the <00:17:02.957>repository <00:17:02.959>and

00:17:02.960 --> 00:17:04.829 align:start position:0%
<00:17:02.960>file <00:17:03.060>and <00:17:03.160>puts <00:17:03.260>it <00:17:03.360>into <00:17:03.460>the <00:17:03.560>repository <00:17:03.660>and <00:17:03.760>updates <00:17:03.860>that <00:17:03.960>markdown <00:17:04.060>file. <00:17:04.160>So, <00:17:04.260>not <00:17:04.360>only

00:17:04.829 --> 00:17:04.839 align:start position:0%
<00:17:04.829>updates <00:17:04.830>that <00:17:04.831>markdown <00:17:04.833>file. <00:17:04.835>So, <00:17:04.836>not <00:17:04.838>only

00:17:04.839 --> 00:17:06.550 align:start position:0%
<00:17:04.839>updates <00:17:04.932>that <00:17:05.025>markdown <00:17:05.118>file. <00:17:05.212>So, <00:17:05.305>not <00:17:05.398>only <00:17:05.492>do <00:17:05.585>I <00:17:05.678>know <00:17:05.772>what <00:17:05.865>it <00:17:05.958>was <00:17:06.052>changed <00:17:06.145>and <00:17:06.239>why,

00:17:06.550 --> 00:17:06.560 align:start position:0%
<00:17:06.550>do <00:17:06.551>I <00:17:06.552>know <00:17:06.553>what <00:17:06.554>it <00:17:06.555>was <00:17:06.556>changed <00:17:06.557>and <00:17:06.559>why,

00:17:06.560 --> 00:17:08.069 align:start position:0%
<00:17:06.560>do <00:17:06.664>I <00:17:06.768>know <00:17:06.873>what <00:17:06.977>it <00:17:07.082>was <00:17:07.186>changed <00:17:07.291>and <00:17:07.395>why, <00:17:07.500>my <00:17:07.604>colleagues <00:17:07.709>know. <00:17:07.813>So, <00:17:07.918>that

00:17:08.069 --> 00:17:08.079 align:start position:0%
<00:17:08.069>my <00:17:08.071>colleagues <00:17:08.073>know. <00:17:08.075>So, <00:17:08.078>that

00:17:08.079 --> 00:17:10.309 align:start position:0%
<00:17:08.079>my <00:17:08.234>colleagues <00:17:08.390>know. <00:17:08.545>So, <00:17:08.701>that <00:17:08.856>communication <00:17:09.012>piece <00:17:09.167>is <00:17:09.323>really <00:17:09.479>important.

00:17:10.309 --> 00:17:10.319 align:start position:0%
<00:17:10.309>communication <00:17:10.311>piece <00:17:10.313>is <00:17:10.315>really <00:17:10.318>important.

00:17:10.319 --> 00:17:11.630 align:start position:0%
<00:17:10.319>communication <00:17:10.417>piece <00:17:10.515>is <00:17:10.613>really <00:17:10.712>important. <00:17:10.810>So, <00:17:10.908>we <00:17:11.007>have <00:17:11.105>that <00:17:11.203>ability <00:17:11.302>in <00:17:11.400>there <00:17:11.498>as

00:17:11.630 --> 00:17:11.640 align:start position:0%
<00:17:11.630>So, <00:17:11.631>we <00:17:11.632>have <00:17:11.633>that <00:17:11.635>ability <00:17:11.636>in <00:17:11.637>there <00:17:11.639>as

00:17:11.640 --> 00:17:13.189 align:start position:0%
<00:17:11.640>So, <00:17:11.732>we <00:17:11.825>have <00:17:11.918>that <00:17:12.011>ability <00:17:12.104>in <00:17:12.197>there <00:17:12.290>as <00:17:12.383>well <00:17:12.476>to <00:17:12.569>add <00:17:12.662>those <00:17:12.755>to <00:17:12.848>the <00:17:12.941>custom <00:17:13.034>agents.

00:17:13.189 --> 00:17:13.199 align:start position:0%
<00:17:13.189>well <00:17:13.190>to <00:17:13.191>add <00:17:13.192>those <00:17:13.194>to <00:17:13.195>the <00:17:13.196>custom <00:17:13.198>agents.

00:17:13.199 --> 00:17:16.550 align:start position:0%
<00:17:13.199>well <00:17:13.299>to <00:17:13.399>add <00:17:13.499>those <00:17:13.599>to <00:17:13.699>the <00:17:13.799>custom <00:17:13.899>agents. <00:17:13.999>So, <00:17:14.099>we <00:17:14.199>can <00:17:14.299>give <00:17:14.399>it <00:17:14.499>that <00:17:14.599>guidance.

00:17:16.550 --> 00:17:16.560 align:start position:0%
<00:17:16.550>So, <00:17:16.551>we <00:17:16.552>can <00:17:16.554>give <00:17:16.556>it <00:17:16.557>that <00:17:16.559>guidance.

00:17:16.560 --> 00:17:19.510 align:start position:0%
<00:17:16.560>So, <00:17:16.653>we <00:17:16.746>can <00:17:16.839>give <00:17:16.933>it <00:17:17.026>that <00:17:17.119>guidance. <00:17:17.213>Now, <00:17:17.306>I <00:17:17.399>I <00:17:17.493>had <00:17:17.586>a <00:17:17.679>little <00:17:17.773>play <00:17:17.866>earlier <00:17:17.960>to

00:17:19.510 --> 00:17:19.520 align:start position:0%
<00:17:19.510>Now, <00:17:19.511>I <00:17:19.512>I <00:17:19.513>had <00:17:19.514>a <00:17:19.515>little <00:17:19.516>play <00:17:19.517>earlier <00:17:19.519>to

00:17:19.520 --> 00:17:21.350 align:start position:0%
<00:17:19.520>Now, <00:17:19.613>I <00:17:19.706>I <00:17:19.800>had <00:17:19.893>a <00:17:19.986>little <00:17:20.079>play <00:17:20.173>earlier <00:17:20.266>to <00:17:20.359>yesterday. <00:17:20.453>How <00:17:20.546>many <00:17:20.639>of <00:17:20.733>you <00:17:20.826>use <00:17:20.920>the

00:17:21.350 --> 00:17:21.360 align:start position:0%
<00:17:21.349>yesterday. <00:17:21.351>How <00:17:21.352>many <00:17:21.354>of <00:17:21.356>you <00:17:21.357>use <00:17:21.358>the

00:17:21.360 --> 00:17:23.470 align:start position:0%
<00:17:21.359>yesterday. <00:17:21.534>How <00:17:21.709>many <00:17:21.885>of <00:17:22.060>you <00:17:22.234>use <00:17:22.409>the <00:17:22.584>Copilot <00:17:22.760>app?

00:17:23.470 --> 00:17:23.480 align:start position:0%
<00:17:23.470>Copilot <00:17:23.479>app?

00:17:23.480 --> 00:17:25.870 align:start position:0%
<00:17:23.480>Copilot <00:17:23.607>app? <00:17:23.734>A <00:17:23.861>few <00:17:23.989>of <00:17:24.116>you. <00:17:24.243>So, <00:17:24.370>I <00:17:24.498>love <00:17:24.625>working <00:17:24.752>in <00:17:24.880>the

00:17:25.870 --> 00:17:25.880 align:start position:0%
<00:17:25.869>A <00:17:25.870>few <00:17:25.871>of <00:17:25.873>you. <00:17:25.874>So, <00:17:25.875>I <00:17:25.876>love <00:17:25.877>working <00:17:25.878>in <00:17:25.879>the

00:17:25.880 --> 00:17:28.470 align:start position:0%
<00:17:25.880>A <00:17:25.962>few <00:17:26.044>of <00:17:26.127>you. <00:17:26.209>So, <00:17:26.291>I <00:17:26.374>love <00:17:26.456>working <00:17:26.538>in <00:17:26.621>the <00:17:26.703>CLI. <00:17:26.785>It's <00:17:26.868>fun, <00:17:26.950>but <00:17:27.032>I <00:17:27.115>prefer <00:17:27.197>the <00:17:27.280>chat

00:17:28.470 --> 00:17:28.480 align:start position:0%
<00:17:28.470>CLI. <00:17:28.471>It's <00:17:28.472>fun, <00:17:28.473>but <00:17:28.475>I <00:17:28.476>prefer <00:17:28.477>the <00:17:28.479>chat

00:17:28.480 --> 00:17:30.150 align:start position:0%
<00:17:28.480>CLI. <00:17:28.567>It's <00:17:28.655>fun, <00:17:28.742>but <00:17:28.830>I <00:17:28.917>prefer <00:17:29.005>the <00:17:29.092>chat <00:17:29.180>window, <00:17:29.267>but <00:17:29.355>I <00:17:29.442>have <00:17:29.530>other <00:17:29.617>things <00:17:29.705>to <00:17:29.792>do <00:17:29.880>in

00:17:30.150 --> 00:17:30.160 align:start position:0%
<00:17:30.150>window, <00:17:30.151>but <00:17:30.152>I <00:17:30.153>have <00:17:30.154>other <00:17:30.155>things <00:17:30.156>to <00:17:30.157>do <00:17:30.159>in

00:17:30.160 --> 00:17:32.270 align:start position:0%
<00:17:30.160>window, <00:17:30.242>but <00:17:30.324>I <00:17:30.407>have <00:17:30.489>other <00:17:30.571>things <00:17:30.654>to <00:17:30.736>do <00:17:30.818>in <00:17:30.901>my <00:17:30.983>day, <00:17:31.065>and <00:17:31.148>I <00:17:31.230>have <00:17:31.312>started <00:17:31.395>to <00:17:31.477>move <00:17:31.560>to

00:17:32.270 --> 00:17:32.280 align:start position:0%
<00:17:32.270>my <00:17:32.271>day, <00:17:32.272>and <00:17:32.273>I <00:17:32.274>have <00:17:32.275>started <00:17:32.276>to <00:17:32.277>move <00:17:32.279>to

00:17:32.280 --> 00:17:33.510 align:start position:0%
<00:17:32.280>my <00:17:32.345>day, <00:17:32.410>and <00:17:32.475>I <00:17:32.540>have <00:17:32.605>started <00:17:32.670>to <00:17:32.735>move <00:17:32.800>to <00:17:32.866>the <00:17:32.931>app, <00:17:32.996>and <00:17:33.061>I <00:17:33.126>want <00:17:33.191>to <00:17:33.256>show <00:17:33.321>you <00:17:33.387>all

00:17:33.510 --> 00:17:33.520 align:start position:0%
<00:17:33.510>the <00:17:33.511>app, <00:17:33.512>and <00:17:33.513>I <00:17:33.514>want <00:17:33.515>to <00:17:33.516>show <00:17:33.517>you <00:17:33.519>all

00:17:33.520 --> 00:17:35.350 align:start position:0%
<00:17:33.520>the <00:17:33.607>app, <00:17:33.695>and <00:17:33.782>I <00:17:33.870>want <00:17:33.957>to <00:17:34.045>show <00:17:34.132>you <00:17:34.220>all <00:17:34.307>something <00:17:34.395>I <00:17:34.482>built. <00:17:34.570>So, <00:17:34.657>I <00:17:34.745>have <00:17:34.832>looked <00:17:34.920>at

00:17:35.350 --> 00:17:35.360 align:start position:0%
<00:17:35.350>something <00:17:35.351>I <00:17:35.352>built. <00:17:35.353>So, <00:17:35.355>I <00:17:35.356>have <00:17:35.357>looked <00:17:35.359>at

00:17:35.360 --> 00:17:37.150 align:start position:0%
<00:17:35.360>something <00:17:35.459>I <00:17:35.560>built. <00:17:35.659>So, <00:17:35.760>I <00:17:35.860>have <00:17:35.959>looked <00:17:36.060>at <00:17:36.159>my <00:17:36.260>Copilot <00:17:36.360>usage <00:17:36.459>because <00:17:36.560>I <00:17:36.659>wanted <00:17:36.760>an

00:17:37.150 --> 00:17:37.160 align:start position:0%
<00:17:37.150>my <00:17:37.151>Copilot <00:17:37.153>usage <00:17:37.154>because <00:17:37.156>I <00:17:37.157>wanted <00:17:37.159>an

00:17:37.160 --> 00:17:40.030 align:start position:0%
<00:17:37.160>my <00:17:37.300>Copilot <00:17:37.440>usage <00:17:37.580>because <00:17:37.720>I <00:17:37.860>wanted <00:17:38.000>an <00:17:38.140>up-to-date <00:17:38.280>view <00:17:38.420>of <00:17:38.560>it.

00:17:40.030 --> 00:17:40.040 align:start position:0%
<00:17:40.030>up-to-date <00:17:40.033>view <00:17:40.036>of <00:17:40.039>it.

00:17:40.040 --> 00:17:41.470 align:start position:0%
<00:17:40.040>up-to-date <00:17:40.139>view <00:17:40.238>of <00:17:40.337>it. <00:17:40.436>But, <00:17:40.535>one <00:17:40.634>of <00:17:40.733>the <00:17:40.832>things <00:17:40.931>I <00:17:41.030>can <00:17:41.129>do <00:17:41.228>in <00:17:41.327>the

00:17:41.470 --> 00:17:41.480 align:start position:0%
<00:17:41.470>But, <00:17:41.471>one <00:17:41.472>of <00:17:41.473>the <00:17:41.474>things <00:17:41.475>I <00:17:41.476>can <00:17:41.477>do <00:17:41.478>in <00:17:41.479>the

00:17:41.480 --> 00:17:42.750 align:start position:0%
<00:17:41.480>But, <00:17:41.543>one <00:17:41.607>of <00:17:41.670>the <00:17:41.734>things <00:17:41.797>I <00:17:41.861>can <00:17:41.924>do <00:17:41.988>in <00:17:42.051>the <00:17:42.115>app <00:17:42.178>is <00:17:42.242>I <00:17:42.305>can <00:17:42.369>see <00:17:42.432>all <00:17:42.496>the <00:17:42.559>work <00:17:42.623>I'm

00:17:42.750 --> 00:17:42.760 align:start position:0%
<00:17:42.750>app <00:17:42.751>is <00:17:42.752>I <00:17:42.753>can <00:17:42.754>see <00:17:42.755>all <00:17:42.756>the <00:17:42.757>work <00:17:42.759>I'm

00:17:42.760 --> 00:17:44.190 align:start position:0%
<00:17:42.760>app <00:17:42.840>is <00:17:42.920>I <00:17:43.001>can <00:17:43.081>see <00:17:43.162>all <00:17:43.242>the <00:17:43.323>work <00:17:43.403>I'm <00:17:43.483>working <00:17:43.564>on. <00:17:43.644>So, <00:17:43.725>if <00:17:43.805>I <00:17:43.886>go <00:17:43.966>into <00:17:44.047>the

00:17:44.190 --> 00:17:44.200 align:start position:0%
<00:17:44.190>working <00:17:44.191>on. <00:17:44.192>So, <00:17:44.193>if <00:17:44.195>I <00:17:44.196>go <00:17:44.197>into <00:17:44.199>the

00:17:44.200 --> 00:17:45.910 align:start position:0%
<00:17:44.200>working <00:17:44.300>on. <00:17:44.400>So, <00:17:44.500>if <00:17:44.600>I <00:17:44.700>go <00:17:44.800>into <00:17:44.900>the <00:17:45.000>repository, <00:17:45.100>I <00:17:45.200>can <00:17:45.300>see <00:17:45.400>all <00:17:45.500>the <00:17:45.600>agent

00:17:45.910 --> 00:17:45.920 align:start position:0%
<00:17:45.910>repository, <00:17:45.911>I <00:17:45.913>can <00:17:45.914>see <00:17:45.916>all <00:17:45.917>the <00:17:45.919>agent

00:17:45.920 --> 00:17:47.190 align:start position:0%
<00:17:45.920>repository, <00:17:46.007>I <00:17:46.095>can <00:17:46.183>see <00:17:46.271>all <00:17:46.359>the <00:17:46.447>agent <00:17:46.535>sessions <00:17:46.623>I've <00:17:46.711>kicked <00:17:46.799>off, <00:17:46.887>and <00:17:46.975>I <00:17:47.063>can

00:17:47.190 --> 00:17:47.200 align:start position:0%
<00:17:47.190>sessions <00:17:47.191>I've <00:17:47.193>kicked <00:17:47.194>off, <00:17:47.196>and <00:17:47.197>I <00:17:47.199>can

00:17:47.200 --> 00:17:48.990 align:start position:0%
<00:17:47.200>sessions <00:17:47.316>I've <00:17:47.433>kicked <00:17:47.550>off, <00:17:47.666>and <00:17:47.783>I <00:17:47.900>can <00:17:48.016>manage <00:17:48.133>my <00:17:48.250>different <00:17:48.366>agents <00:17:48.483>because <00:17:48.600>for

00:17:48.990 --> 00:17:49.000 align:start position:0%
<00:17:48.990>manage <00:17:48.991>my <00:17:48.993>different <00:17:48.995>agents <00:17:48.997>because <00:17:48.999>for

00:17:49.000 --> 00:17:50.830 align:start position:0%
<00:17:49.000>manage <00:17:49.116>my <00:17:49.233>different <00:17:49.350>agents <00:17:49.466>because <00:17:49.583>for <00:17:49.700>me, <00:17:49.816>that <00:17:49.933>kind <00:17:50.050>of <00:17:50.166>multitasking <00:17:50.283>piece <00:17:50.400>can

00:17:50.830 --> 00:17:50.840 align:start position:0%
<00:17:50.830>me, <00:17:50.831>that <00:17:50.832>kind <00:17:50.834>of <00:17:50.836>multitasking <00:17:50.837>piece <00:17:50.839>can

00:17:50.840 --> 00:17:52.670 align:start position:0%
<00:17:50.840>me, <00:17:50.967>that <00:17:51.094>kind <00:17:51.221>of <00:17:51.349>multitasking <00:17:51.476>piece <00:17:51.603>can <00:17:51.730>get <00:17:51.858>a <00:17:51.985>little <00:17:52.112>bit <00:17:52.240>intense,

00:17:52.670 --> 00:17:52.680 align:start position:0%
<00:17:52.670>get <00:17:52.672>a <00:17:52.674>little <00:17:52.676>bit <00:17:52.679>intense,

00:17:52.680 --> 00:17:54.630 align:start position:0%
<00:17:52.680>get <00:17:52.787>a <00:17:52.895>little <00:17:53.003>bit <00:17:53.110>intense, <00:17:53.218>but <00:17:53.326>I <00:17:53.433>can <00:17:53.541>see <00:17:53.649>exactly <00:17:53.756>what <00:17:53.864>work <00:17:53.972>I'm <00:17:54.080>on.

00:17:54.630 --> 00:17:54.640 align:start position:0%
<00:17:54.630>but <00:17:54.631>I <00:17:54.632>can <00:17:54.633>see <00:17:54.634>exactly <00:17:54.635>what <00:17:54.636>work <00:17:54.637>I'm <00:17:54.639>on.

00:17:54.640 --> 00:17:56.990 align:start position:0%
<00:17:54.640>but <00:17:54.727>I <00:17:54.815>can <00:17:54.902>see <00:17:54.990>exactly <00:17:55.077>what <00:17:55.165>work <00:17:55.252>I'm <00:17:55.340>on. <00:17:55.427>I <00:17:55.515>can <00:17:55.602>see <00:17:55.690>what <00:17:55.777>review <00:17:55.865>requests <00:17:55.952>I <00:17:56.040>have.

00:17:56.990 --> 00:17:57.000 align:start position:0%
<00:17:56.990>I <00:17:56.991>can <00:17:56.992>see <00:17:56.993>what <00:17:56.995>review <00:17:56.996>requests <00:17:56.997>I <00:17:56.999>have.

00:17:57.000 --> 00:17:58.870 align:start position:0%
<00:17:57.000>I <00:17:57.087>can <00:17:57.175>see <00:17:57.262>what <00:17:57.350>review <00:17:57.437>requests <00:17:57.525>I <00:17:57.612>have. <00:17:57.700>I <00:17:57.787>can <00:17:57.875>see <00:17:57.962>what's <00:17:58.050>active. <00:17:58.137>I <00:17:58.225>can <00:17:58.312>also <00:17:58.400>see

00:17:58.870 --> 00:17:58.880 align:start position:0%
<00:17:58.870>I <00:17:58.871>can <00:17:58.872>see <00:17:58.873>what's <00:17:58.874>active. <00:17:58.875>I <00:17:58.876>can <00:17:58.877>also <00:17:58.879>see

00:17:58.880 --> 00:18:00.510 align:start position:0%
<00:17:58.880>I <00:17:58.980>can <00:17:59.080>see <00:17:59.180>what's <00:17:59.280>active. <00:17:59.380>I <00:17:59.480>can <00:17:59.580>also <00:17:59.680>see <00:17:59.780>any <00:17:59.880>other <00:17:59.980>extensions, <00:18:00.080>but <00:18:00.180>another <00:18:00.280>cool

00:18:00.510 --> 00:18:00.520 align:start position:0%
<00:18:00.510>any <00:18:00.511>other <00:18:00.513>extensions, <00:18:00.515>but <00:18:00.517>another <00:18:00.519>cool

00:18:00.520 --> 00:18:02.190 align:start position:0%
<00:18:00.520>any <00:18:00.627>other <00:18:00.735>extensions, <00:18:00.843>but <00:18:00.950>another <00:18:01.058>cool <00:18:01.166>thing <00:18:01.273>is <00:18:01.381>I <00:18:01.489>can <00:18:01.596>automate <00:18:01.704>things <00:18:01.812>in <00:18:01.920>my

00:18:02.190 --> 00:18:02.200 align:start position:0%
<00:18:02.190>thing <00:18:02.191>is <00:18:02.192>I <00:18:02.193>can <00:18:02.195>automate <00:18:02.196>things <00:18:02.197>in <00:18:02.199>my

00:18:02.200 --> 00:18:04.150 align:start position:0%
<00:18:02.200>thing <00:18:02.300>is <00:18:02.400>I <00:18:02.500>can <00:18:02.600>automate <00:18:02.700>things <00:18:02.800>in <00:18:02.900>my <00:18:03.000>day-to-day <00:18:03.100>life. <00:18:03.200>So, <00:18:03.300>there <00:18:03.400>are <00:18:03.500>things <00:18:03.600>I

00:18:04.150 --> 00:18:04.160 align:start position:0%
<00:18:04.150>day-to-day <00:18:04.151>life. <00:18:04.153>So, <00:18:04.154>there <00:18:04.156>are <00:18:04.157>things <00:18:04.159>I

00:18:04.160 --> 00:18:05.590 align:start position:0%
<00:18:04.160>day-to-day <00:18:04.251>life. <00:18:04.343>So, <00:18:04.435>there <00:18:04.527>are <00:18:04.619>things <00:18:04.711>I <00:18:04.803>do <00:18:04.895>in <00:18:04.987>my <00:18:05.079>day-to-day <00:18:05.171>life <00:18:05.263>I <00:18:05.355>can <00:18:05.447>ask

00:18:05.590 --> 00:18:05.600 align:start position:0%
<00:18:05.590>do <00:18:05.591>in <00:18:05.592>my <00:18:05.593>day-to-day <00:18:05.595>life <00:18:05.596>I <00:18:05.597>can <00:18:05.599>ask

00:18:05.600 --> 00:18:07.230 align:start position:0%
<00:18:05.600>do <00:18:05.707>in <00:18:05.815>my <00:18:05.923>day-to-day <00:18:06.030>life <00:18:06.138>I <00:18:06.246>can <00:18:06.353>ask <00:18:06.461>Copilot <00:18:06.569>to <00:18:06.676>do <00:18:06.784>that <00:18:06.892>aren't <00:18:07.000>necessarily

00:18:07.230 --> 00:18:07.240 align:start position:0%
<00:18:07.230>Copilot <00:18:07.231>to <00:18:07.233>do <00:18:07.235>that <00:18:07.237>aren't <00:18:07.239>necessarily

00:18:07.240 --> 00:18:09.510 align:start position:0%
<00:18:07.240>Copilot <00:18:07.367>to <00:18:07.494>do <00:18:07.621>that <00:18:07.749>aren't <00:18:07.876>necessarily <00:18:08.003>code-related, <00:18:08.130>but <00:18:08.258>impact <00:18:08.385>how <00:18:08.512>I <00:18:08.640>deliver

00:18:09.510 --> 00:18:09.520 align:start position:0%
<00:18:09.510>code-related, <00:18:09.511>but <00:18:09.513>impact <00:18:09.515>how <00:18:09.517>I <00:18:09.519>deliver

00:18:09.520 --> 00:18:11.470 align:start position:0%
<00:18:09.520>code-related, <00:18:09.620>but <00:18:09.720>impact <00:18:09.820>how <00:18:09.920>I <00:18:10.020>deliver <00:18:10.120>code. <00:18:10.220>So, <00:18:10.320>to <00:18:10.420>give <00:18:10.520>you <00:18:10.620>an <00:18:10.720>example, <00:18:10.820>I <00:18:10.920>run

00:18:11.470 --> 00:18:11.480 align:start position:0%
<00:18:11.470>code. <00:18:11.471>So, <00:18:11.472>to <00:18:11.473>give <00:18:11.474>you <00:18:11.475>an <00:18:11.476>example, <00:18:11.477>I <00:18:11.479>run

00:18:11.480 --> 00:18:14.350 align:start position:0%
<00:18:11.480>code. <00:18:11.567>So, <00:18:11.655>to <00:18:11.742>give <00:18:11.830>you <00:18:11.917>an <00:18:12.005>example, <00:18:12.092>I <00:18:12.180>run <00:18:12.267>a <00:18:12.355>daily <00:18:12.442>prep <00:18:12.530>run <00:18:12.617>every <00:18:12.705>single <00:18:12.792>day <00:18:12.880>of

00:18:14.350 --> 00:18:14.360 align:start position:0%
<00:18:14.350>a <00:18:14.351>daily <00:18:14.352>prep <00:18:14.353>run <00:18:14.355>every <00:18:14.356>single <00:18:14.357>day <00:18:14.359>of

00:18:14.360 --> 00:18:16.030 align:start position:0%
<00:18:14.360>a <00:18:14.467>daily <00:18:14.575>prep <00:18:14.683>run <00:18:14.790>every <00:18:14.898>single <00:18:15.006>day <00:18:15.113>of <00:18:15.221>what <00:18:15.329>happened <00:18:15.436>overnight <00:18:15.544>in <00:18:15.652>Slack, <00:18:15.760>what

00:18:16.030 --> 00:18:16.040 align:start position:0%
<00:18:16.030>what <00:18:16.031>happened <00:18:16.033>overnight <00:18:16.035>in <00:18:16.037>Slack, <00:18:16.039>what

00:18:16.040 --> 00:18:17.870 align:start position:0%
<00:18:16.040>what <00:18:16.156>happened <00:18:16.273>overnight <00:18:16.389>in <00:18:16.506>Slack, <00:18:16.623>what <00:18:16.740>happened <00:18:16.856>in <00:18:16.973>my <00:18:17.090>email, <00:18:17.206>Teams, <00:18:17.323>anything <00:18:17.440>I

00:18:17.870 --> 00:18:17.880 align:start position:0%
<00:18:17.870>happened <00:18:17.871>in <00:18:17.873>my <00:18:17.874>email, <00:18:17.876>Teams, <00:18:17.877>anything <00:18:17.879>I

00:18:17.880 --> 00:18:19.590 align:start position:0%
<00:18:17.880>happened <00:18:17.967>in <00:18:18.055>my <00:18:18.142>email, <00:18:18.230>Teams, <00:18:18.317>anything <00:18:18.405>I <00:18:18.492>need <00:18:18.580>to <00:18:18.667>be <00:18:18.755>that <00:18:18.842>I <00:18:18.930>need <00:18:19.017>to <00:18:19.105>know <00:18:19.192>about, <00:18:19.280>or

00:18:19.590 --> 00:18:19.600 align:start position:0%
<00:18:19.590>need <00:18:19.591>to <00:18:19.591>be <00:18:19.592>that <00:18:19.593>I <00:18:19.594>need <00:18:19.596>to <00:18:19.597>know <00:18:19.598>about, <00:18:19.599>or

00:18:19.600 --> 00:18:22.070 align:start position:0%
<00:18:19.600>need <00:18:19.687>to <00:18:19.774>be <00:18:19.862>that <00:18:19.949>I <00:18:20.037>need <00:18:20.125>to <00:18:20.212>know <00:18:20.300>about, <00:18:20.387>or <00:18:20.475>even <00:18:20.562>issues. <00:18:20.649>Now, <00:18:20.737>why <00:18:20.824>is <00:18:20.912>this <00:18:21.000>important?

00:18:22.070 --> 00:18:22.080 align:start position:0%
<00:18:22.070>even <00:18:22.071>issues. <00:18:22.072>Now, <00:18:22.074>why <00:18:22.076>is <00:18:22.077>this <00:18:22.079>important?

00:18:22.080 --> 00:18:24.310 align:start position:0%
<00:18:22.080>even <00:18:22.167>issues. <00:18:22.254>Now, <00:18:22.342>why <00:18:22.429>is <00:18:22.517>this <00:18:22.605>important? <00:18:22.692>Because <00:18:22.780>I <00:18:22.867>live <00:18:22.955>in <00:18:23.042>the <00:18:23.129>UK. <00:18:23.217>A <00:18:23.304>lot <00:18:23.392>of <00:18:23.480>my

00:18:24.310 --> 00:18:24.320 align:start position:0%
<00:18:24.310>Because <00:18:24.311>I <00:18:24.312>live <00:18:24.312>in <00:18:24.313>the <00:18:24.315>UK. <00:18:24.316>A <00:18:24.317>lot <00:18:24.318>of <00:18:24.319>my

00:18:24.320 --> 00:18:26.070 align:start position:0%
<00:18:24.320>Because <00:18:24.402>I <00:18:24.484>live <00:18:24.567>in <00:18:24.649>the <00:18:24.731>UK. <00:18:24.814>A <00:18:24.896>lot <00:18:24.978>of <00:18:25.061>my <00:18:25.143>team's <00:18:25.225>in <00:18:25.308>the <00:18:25.390>US. <00:18:25.472>They're <00:18:25.555>8 <00:18:25.637>hours <00:18:25.720>behind

00:18:26.070 --> 00:18:26.080 align:start position:0%
<00:18:26.070>team's <00:18:26.071>in <00:18:26.072>the <00:18:26.073>US. <00:18:26.075>They're <00:18:26.076>8 <00:18:26.077>hours <00:18:26.079>behind

00:18:26.080 --> 00:18:27.910 align:start position:0%
<00:18:26.080>team's <00:18:26.173>in <00:18:26.266>the <00:18:26.360>US. <00:18:26.453>They're <00:18:26.546>8 <00:18:26.639>hours <00:18:26.733>behind <00:18:26.826>us, <00:18:26.919>9 <00:18:27.013>hours <00:18:27.106>from <00:18:27.199>where <00:18:27.293>we <00:18:27.386>sit <00:18:27.480>today.

00:18:27.910 --> 00:18:27.920 align:start position:0%
<00:18:27.910>us, <00:18:27.911>9 <00:18:27.912>hours <00:18:27.913>from <00:18:27.915>where <00:18:27.916>we <00:18:27.917>sit <00:18:27.919>today.

00:18:27.920 --> 00:18:29.670 align:start position:0%
<00:18:27.920>us, <00:18:28.002>9 <00:18:28.084>hours <00:18:28.167>from <00:18:28.249>where <00:18:28.331>we <00:18:28.414>sit <00:18:28.496>today. <00:18:28.578>When <00:18:28.661>I <00:18:28.743>wake <00:18:28.825>up <00:18:28.908>in <00:18:28.990>the <00:18:29.072>morning, <00:18:29.155>a <00:18:29.237>lot <00:18:29.320>has

00:18:29.670 --> 00:18:29.680 align:start position:0%
<00:18:29.670>When <00:18:29.671>I <00:18:29.672>wake <00:18:29.673>up <00:18:29.674>in <00:18:29.675>the <00:18:29.676>morning, <00:18:29.677>a <00:18:29.678>lot <00:18:29.679>has

00:18:29.680 --> 00:18:30.990 align:start position:0%
<00:18:29.680>When <00:18:29.770>I <00:18:29.861>wake <00:18:29.952>up <00:18:30.042>in <00:18:30.133>the <00:18:30.224>morning, <00:18:30.314>a <00:18:30.405>lot <00:18:30.496>has <00:18:30.586>changed <00:18:30.677>or <00:18:30.768>something's <00:18:30.859>critical

00:18:30.990 --> 00:18:31.000 align:start position:0%
<00:18:30.990>changed <00:18:30.993>or <00:18:30.996>something's <00:18:30.999>critical

00:18:31.000 --> 00:18:33.030 align:start position:0%
<00:18:31.000>changed <00:18:31.140>or <00:18:31.280>something's <00:18:31.420>critical <00:18:31.560>overnight. <00:18:31.700>So, <00:18:31.840>I <00:18:31.980>run <00:18:32.120>a <00:18:32.260>daily <00:18:32.400>prep

00:18:33.030 --> 00:18:33.040 align:start position:0%
<00:18:33.030>overnight. <00:18:33.031>So, <00:18:33.033>I <00:18:33.034>run <00:18:33.036>a <00:18:33.037>daily <00:18:33.039>prep

00:18:33.040 --> 00:18:34.310 align:start position:0%
<00:18:33.040>overnight. <00:18:33.203>So, <00:18:33.366>I <00:18:33.529>run <00:18:33.693>a <00:18:33.856>daily <00:18:34.019>prep <00:18:34.183>automation.

00:18:34.310 --> 00:18:34.320 align:start position:0%
automation.

00:18:34.320 --> 00:18:35.310 align:start position:0%
<00:18:34.320>automation. <00:18:34.431>I <00:18:34.542>also <00:18:34.654>need <00:18:34.765>to <00:18:34.876>know <00:18:34.988>about <00:18:35.099>what <00:18:35.211>my

00:18:35.310 --> 00:18:35.320 align:start position:0%
<00:18:35.310>I <00:18:35.311>also <00:18:35.312>need <00:18:35.313>to <00:18:35.315>know <00:18:35.316>about <00:18:35.317>what <00:18:35.319>my

00:18:35.320 --> 00:18:36.790 align:start position:0%
<00:18:35.320>I <00:18:35.421>also <00:18:35.523>need <00:18:35.625>to <00:18:35.727>know <00:18:35.828>about <00:18:35.930>what <00:18:36.032>my <00:18:36.134>customer <00:18:36.235>engagements <00:18:36.337>are. <00:18:36.439>So, <00:18:36.541>I <00:18:36.643>come

00:18:36.790 --> 00:18:36.800 align:start position:0%
<00:18:36.790>customer <00:18:36.791>engagements <00:18:36.793>are. <00:18:36.795>So, <00:18:36.797>I <00:18:36.799>come

00:18:36.800 --> 00:18:38.230 align:start position:0%
<00:18:36.800>customer <00:18:36.899>engagements <00:18:36.998>are. <00:18:37.097>So, <00:18:37.196>I <00:18:37.295>come <00:18:37.394>here <00:18:37.493>and <00:18:37.592>speak <00:18:37.691>to <00:18:37.790>folks <00:18:37.889>like <00:18:37.988>you, <00:18:38.087>but

00:18:38.230 --> 00:18:38.240 align:start position:0%
<00:18:38.230>here <00:18:38.231>and <00:18:38.232>speak <00:18:38.233>to <00:18:38.235>folks <00:18:38.236>like <00:18:38.237>you, <00:18:38.239>but

00:18:38.240 --> 00:18:39.830 align:start position:0%
<00:18:38.240>here <00:18:38.347>and <00:18:38.455>speak <00:18:38.563>to <00:18:38.670>folks <00:18:38.778>like <00:18:38.886>you, <00:18:38.993>but <00:18:39.101>also <00:18:39.209>customers <00:18:39.316>are <00:18:39.424>asking <00:18:39.532>questions. <00:18:39.640>It

00:18:39.830 --> 00:18:39.840 align:start position:0%
<00:18:39.830>also <00:18:39.831>customers <00:18:39.833>are <00:18:39.835>asking <00:18:39.837>questions. <00:18:39.839>It

00:18:39.840 --> 00:18:41.790 align:start position:0%
<00:18:39.840>also <00:18:39.939>customers <00:18:40.040>are <00:18:40.139>asking <00:18:40.240>questions. <00:18:40.340>It <00:18:40.439>might <00:18:40.540>be <00:18:40.639>an <00:18:40.740>email <00:18:40.840>or <00:18:40.939>a <00:18:41.040>request <00:18:41.139>to <00:18:41.240>speak

00:18:41.790 --> 00:18:41.800 align:start position:0%
<00:18:41.790>might <00:18:41.791>be <00:18:41.792>an <00:18:41.793>email <00:18:41.794>or <00:18:41.795>a <00:18:41.796>request <00:18:41.797>to <00:18:41.799>speak

00:18:41.800 --> 00:18:43.190 align:start position:0%
<00:18:41.800>might <00:18:41.889>be <00:18:41.978>an <00:18:42.068>email <00:18:42.157>or <00:18:42.246>a <00:18:42.336>request <00:18:42.425>to <00:18:42.514>speak <00:18:42.604>about <00:18:42.693>something, <00:18:42.782>but <00:18:42.872>then <00:18:42.961>also <00:18:43.051>the

00:18:43.190 --> 00:18:43.200 align:start position:0%
<00:18:43.190>about <00:18:43.191>something, <00:18:43.193>but <00:18:43.195>then <00:18:43.197>also <00:18:43.199>the

00:18:43.200 --> 00:18:45.350 align:start position:0%
<00:18:43.200>about <00:18:43.316>something, <00:18:43.433>but <00:18:43.550>then <00:18:43.666>also <00:18:43.783>the <00:18:43.900>change <00:18:44.016>log <00:18:44.133>in <00:18:44.250>GitHub. <00:18:44.366>GitHub <00:18:44.483>is <00:18:44.600>pushing

00:18:45.350 --> 00:18:45.360 align:start position:0%
<00:18:45.350>change <00:18:45.351>log <00:18:45.352>in <00:18:45.354>GitHub. <00:18:45.356>GitHub <00:18:45.357>is <00:18:45.359>pushing

00:18:45.360 --> 00:18:47.310 align:start position:0%
<00:18:45.360>change <00:18:45.459>log <00:18:45.560>in <00:18:45.659>GitHub. <00:18:45.760>GitHub <00:18:45.860>is <00:18:45.959>pushing <00:18:46.060>so <00:18:46.159>many <00:18:46.260>releases <00:18:46.360>so <00:18:46.459>fast, <00:18:46.560>and <00:18:46.659>people <00:18:46.760>ask

00:18:47.310 --> 00:18:47.320 align:start position:0%
<00:18:47.310>so <00:18:47.311>many <00:18:47.312>releases <00:18:47.313>so <00:18:47.315>fast, <00:18:47.316>and <00:18:47.317>people <00:18:47.319>ask

00:18:47.320 --> 00:18:48.910 align:start position:0%
<00:18:47.320>so <00:18:47.407>many <00:18:47.495>releases <00:18:47.582>so <00:18:47.669>fast, <00:18:47.757>and <00:18:47.845>people <00:18:47.932>ask <00:18:48.020>me, <00:18:48.107>"How <00:18:48.195>do <00:18:48.282>you <00:18:48.370>keep <00:18:48.457>up?" <00:18:48.544>It <00:18:48.632>is <00:18:48.720>like

00:18:48.910 --> 00:18:48.920 align:start position:0%
<00:18:48.910>me, <00:18:48.911>"How <00:18:48.912>do <00:18:48.913>you <00:18:48.914>keep <00:18:48.915>up?" <00:18:48.916>It <00:18:48.917>is <00:18:48.919>like

00:18:48.920 --> 00:18:51.030 align:start position:0%
<00:18:48.920>me, <00:18:49.020>"How <00:18:49.120>do <00:18:49.220>you <00:18:49.320>keep <00:18:49.420>up?" <00:18:49.520>It <00:18:49.620>is <00:18:49.720>like <00:18:49.820>drinking <00:18:49.920>from <00:18:50.020>a <00:18:50.120>fire <00:18:50.220>hose, <00:18:50.320>absolutely.

00:18:51.030 --> 00:18:51.040 align:start position:0%
<00:18:51.030>drinking <00:18:51.031>from <00:18:51.033>a <00:18:51.035>fire <00:18:51.037>hose, <00:18:51.039>absolutely.

00:18:51.040 --> 00:18:52.830 align:start position:0%
<00:18:51.040>drinking <00:18:51.133>from <00:18:51.226>a <00:18:51.320>fire <00:18:51.413>hose, <00:18:51.506>absolutely. <00:18:51.600>So, <00:18:51.693>I <00:18:51.786>will <00:18:51.879>go <00:18:51.973>in <00:18:52.066>and <00:18:52.159>look <00:18:52.253>at <00:18:52.346>the <00:18:52.440>change

00:18:52.830 --> 00:18:52.840 align:start position:0%
<00:18:52.830>So, <00:18:52.831>I <00:18:52.831>will <00:18:52.832>go <00:18:52.833>in <00:18:52.835>and <00:18:52.836>look <00:18:52.837>at <00:18:52.838>the <00:18:52.839>change

00:18:52.840 --> 00:18:54.070 align:start position:0%
<00:18:52.840>So, <00:18:52.905>I <00:18:52.970>will <00:18:53.035>go <00:18:53.100>in <00:18:53.165>and <00:18:53.230>look <00:18:53.295>at <00:18:53.360>the <00:18:53.426>change <00:18:53.491>log, <00:18:53.556>but <00:18:53.621>that <00:18:53.686>was <00:18:53.751>very <00:18:53.816>much <00:18:53.881>a <00:18:53.947>manual

00:18:54.070 --> 00:18:54.080 align:start position:0%
<00:18:54.070>log, <00:18:54.071>but <00:18:54.072>that <00:18:54.073>was <00:18:54.075>very <00:18:54.076>much <00:18:54.077>a <00:18:54.079>manual

00:18:54.080 --> 00:18:55.910 align:start position:0%
<00:18:54.080>log, <00:18:54.187>but <00:18:54.295>that <00:18:54.403>was <00:18:54.510>very <00:18:54.618>much <00:18:54.726>a <00:18:54.833>manual <00:18:54.941>process. <00:18:55.049>So, <00:18:55.156>instead, <00:18:55.264>these <00:18:55.372>are <00:18:55.480>running

00:18:55.910 --> 00:18:55.920 align:start position:0%
<00:18:55.910>process. <00:18:55.911>So, <00:18:55.913>instead, <00:18:55.915>these <00:18:55.917>are <00:18:55.919>running

00:18:55.920 --> 00:18:57.910 align:start position:0%
<00:18:55.920>process. <00:18:56.027>So, <00:18:56.135>instead, <00:18:56.243>these <00:18:56.350>are <00:18:56.458>running <00:18:56.566>automations <00:18:56.673>that <00:18:56.781>I <00:18:56.889>can <00:18:56.996>see <00:18:57.104>every <00:18:57.212>day. <00:18:57.320>I

00:18:57.910 --> 00:18:57.920 align:start position:0%
<00:18:57.910>automations <00:18:57.911>that <00:18:57.912>I <00:18:57.913>can <00:18:57.915>see <00:18:57.916>every <00:18:57.917>day. <00:18:57.919>I

00:18:57.920 --> 00:19:05.350 align:start position:0%
<00:18:57.920>automations <00:18:58.013>that <00:18:58.106>I <00:18:58.200>can <00:18:58.293>see <00:18:58.386>every <00:18:58.480>day. <00:18:58.573>I <00:18:58.666>can <00:18:58.760>pull <00:18:58.853>them <00:18:58.946>up <00:18:59.040>and <00:18:59.133>see <00:18:59.226>what's <00:18:59.320>changed.

00:19:05.360 --> 00:19:06.590 align:start position:0%
<00:19:05.360>But, <00:19:05.498>I <00:19:05.636>want <00:19:05.775>to <00:19:05.913>show <00:19:06.051>you <00:19:06.190>the <00:19:06.328>canvas <00:19:06.466>I

00:19:06.590 --> 00:19:06.600 align:start position:0%
<00:19:06.590>But, <00:19:06.591>I <00:19:06.592>want <00:19:06.593>to <00:19:06.594>show <00:19:06.595>you <00:19:06.596>the <00:19:06.597>canvas <00:19:06.599>I

00:19:06.600 --> 00:19:08.230 align:start position:0%
<00:19:06.600>But, <00:19:06.687>I <00:19:06.774>want <00:19:06.862>to <00:19:06.949>show <00:19:07.037>you <00:19:07.125>the <00:19:07.212>canvas <00:19:07.300>I <00:19:07.387>created. <00:19:07.475>So, <00:19:07.562>when <00:19:07.649>I <00:19:07.737>go <00:19:07.824>to <00:19:07.912>create <00:19:08.000>a

00:19:08.230 --> 00:19:08.240 align:start position:0%
<00:19:08.230>created. <00:19:08.231>So, <00:19:08.232>when <00:19:08.233>I <00:19:08.235>go <00:19:08.236>to <00:19:08.237>create <00:19:08.239>a

00:19:08.240 --> 00:19:09.750 align:start position:0%
<00:19:08.240>created. <00:19:08.330>So, <00:19:08.421>when <00:19:08.511>I <00:19:08.602>go <00:19:08.693>to <00:19:08.783>create <00:19:08.874>a <00:19:08.964>canvas, <00:19:09.055>I'll <00:19:09.146>pull <00:19:09.236>up <00:19:09.327>the <00:19:09.417>prompt <00:19:09.508>for <00:19:09.599>you

00:19:09.750 --> 00:19:09.760 align:start position:0%
<00:19:09.750>canvas, <00:19:09.751>I'll <00:19:09.752>pull <00:19:09.753>up <00:19:09.755>the <00:19:09.756>prompt <00:19:09.757>for <00:19:09.759>you

00:19:09.760 --> 00:19:11.070 align:start position:0%
<00:19:09.760>canvas, <00:19:09.907>I'll <00:19:10.054>pull <00:19:10.202>up <00:19:10.349>the <00:19:10.496>prompt <00:19:10.644>for <00:19:10.791>you <00:19:10.938>all.

00:19:11.070 --> 00:19:11.080 align:start position:0%
all.

00:19:11.080 --> 00:19:13.470 align:start position:0%
<00:19:11.080>all. <00:19:11.313>This <00:19:11.546>is <00:19:11.780>literally <00:19:12.013>a <00:19:12.246>dashboard. <00:19:12.480>So,

00:19:13.470 --> 00:19:13.480 align:start position:0%
<00:19:13.470>This <00:19:13.471>is <00:19:13.473>literally <00:19:13.475>a <00:19:13.477>dashboard. <00:19:13.479>So,

00:19:13.480 --> 00:19:16.590 align:start position:0%
<00:19:13.480>This <00:19:13.587>is <00:19:13.695>literally <00:19:13.803>a <00:19:13.910>dashboard. <00:19:14.018>So, <00:19:14.126>hyphen, <00:19:14.233>create <00:19:14.341>canvas. <00:19:14.449>Um <00:19:14.556>I <00:19:14.664>want <00:19:14.772>to <00:19:14.880>see

00:19:16.590 --> 00:19:16.600 align:start position:0%
<00:19:16.590>hyphen, <00:19:16.591>create <00:19:16.592>canvas. <00:19:16.593>Um <00:19:16.595>I <00:19:16.596>want <00:19:16.597>to <00:19:16.599>see

00:19:16.600 --> 00:19:18.630 align:start position:0%
<00:19:16.600>hyphen, <00:19:16.693>create <00:19:16.786>canvas. <00:19:16.879>Um <00:19:16.973>I <00:19:17.066>want <00:19:17.159>to <00:19:17.253>see <00:19:17.346>my <00:19:17.439>usage <00:19:17.533>for <00:19:17.626>Copilot. <00:19:17.719>So, <00:19:17.813>while <00:19:17.906>I <00:19:18.000>can

00:19:18.630 --> 00:19:18.640 align:start position:0%
<00:19:18.630>my <00:19:18.631>usage <00:19:18.632>for <00:19:18.633>Copilot. <00:19:18.635>So, <00:19:18.636>while <00:19:18.637>I <00:19:18.639>can

00:19:18.640 --> 00:19:20.150 align:start position:0%
<00:19:18.640>my <00:19:18.730>usage <00:19:18.821>for <00:19:18.911>Copilot. <00:19:19.002>So, <00:19:19.093>while <00:19:19.183>I <00:19:19.274>can <00:19:19.364>see <00:19:19.455>it <00:19:19.546>in <00:19:19.636>the <00:19:19.727>billing <00:19:19.817>portal, <00:19:19.908>I <00:19:19.999>can

00:19:20.150 --> 00:19:20.160 align:start position:0%
<00:19:20.150>see <00:19:20.151>it <00:19:20.152>in <00:19:20.153>the <00:19:20.155>billing <00:19:20.156>portal, <00:19:20.157>I <00:19:20.159>can

00:19:20.160 --> 00:19:21.990 align:start position:0%
<00:19:20.160>see <00:19:20.253>it <00:19:20.346>in <00:19:20.440>the <00:19:20.533>billing <00:19:20.626>portal, <00:19:20.720>I <00:19:20.813>can <00:19:20.906>connect <00:19:21.000>into <00:19:21.093>the <00:19:21.186>API. <00:19:21.280>We <00:19:21.373>can <00:19:21.466>create <00:19:21.560>live

00:19:21.990 --> 00:19:22.000 align:start position:0%
<00:19:21.990>connect <00:19:21.991>into <00:19:21.992>the <00:19:21.993>API. <00:19:21.995>We <00:19:21.996>can <00:19:21.997>create <00:19:21.999>live

00:19:22.000 --> 00:19:24.350 align:start position:0%
<00:19:22.000>connect <00:19:22.093>into <00:19:22.186>the <00:19:22.280>API. <00:19:22.373>We <00:19:22.466>can <00:19:22.560>create <00:19:22.653>live <00:19:22.746>dashboards. <00:19:22.840>As <00:19:22.933>I'm <00:19:23.026>coding, <00:19:23.120>I <00:19:23.213>need <00:19:23.306>to <00:19:23.400>be

00:19:24.350 --> 00:19:24.360 align:start position:0%
<00:19:24.350>dashboards. <00:19:24.351>As <00:19:24.352>I'm <00:19:24.353>coding, <00:19:24.355>I <00:19:24.356>need <00:19:24.357>to <00:19:24.359>be

00:19:24.360 --> 00:19:27.030 align:start position:0%
<00:19:24.360>dashboards. <00:19:24.447>As <00:19:24.534>I'm <00:19:24.622>coding, <00:19:24.709>I <00:19:24.797>need <00:19:24.885>to <00:19:24.972>be <00:19:25.060>very <00:19:25.147>aware <00:19:25.235>of <00:19:25.322>my <00:19:25.409>usage. <00:19:25.497>Now, <00:19:25.584>I <00:19:25.672>am <00:19:25.760>using

00:19:27.030 --> 00:19:27.040 align:start position:0%
<00:19:27.030>very <00:19:27.031>aware <00:19:27.032>of <00:19:27.033>my <00:19:27.034>usage. <00:19:27.035>Now, <00:19:27.036>I <00:19:27.037>am <00:19:27.039>using

00:19:27.040 --> 00:19:29.630 align:start position:0%
<00:19:27.040>very <00:19:27.127>aware <00:19:27.215>of <00:19:27.302>my <00:19:27.389>usage. <00:19:27.477>Now, <00:19:27.565>I <00:19:27.652>am <00:19:27.740>using <00:19:27.827>auto <00:19:27.915>mode, <00:19:28.002>but <00:19:28.090>I've <00:19:28.177>made <00:19:28.264>some <00:19:28.352>some, <00:19:28.440>you

00:19:29.630 --> 00:19:29.640 align:start position:0%
<00:19:29.630>auto <00:19:29.631>mode, <00:19:29.632>but <00:19:29.633>I've <00:19:29.635>made <00:19:29.636>some <00:19:29.637>some, <00:19:29.639>you

00:19:29.640 --> 00:19:31.030 align:start position:0%
<00:19:29.640>auto <00:19:29.729>mode, <00:19:29.818>but <00:19:29.908>I've <00:19:29.997>made <00:19:30.086>some <00:19:30.176>some, <00:19:30.265>you <00:19:30.354>know, <00:19:30.444>simple <00:19:30.533>mistakes <00:19:30.622>in <00:19:30.712>how <00:19:30.801>I've <00:19:30.891>been

00:19:31.030 --> 00:19:31.040 align:start position:0%
<00:19:31.030>know, <00:19:31.031>simple <00:19:31.033>mistakes <00:19:31.034>in <00:19:31.036>how <00:19:31.037>I've <00:19:31.039>been

00:19:31.040 --> 00:19:33.590 align:start position:0%
<00:19:31.040>know, <00:19:31.139>simple <00:19:31.240>mistakes <00:19:31.340>in <00:19:31.440>how <00:19:31.540>I've <00:19:31.639>been <00:19:31.740>coding. <00:19:31.840>And <00:19:31.940>what <00:19:32.040>I <00:19:32.139>found <00:19:32.240>is <00:19:32.340>that <00:19:32.440>maybe

00:19:33.590 --> 00:19:33.600 align:start position:0%
<00:19:33.590>coding. <00:19:33.591>And <00:19:33.592>what <00:19:33.593>I <00:19:33.595>found <00:19:33.596>is <00:19:33.597>that <00:19:33.599>maybe

00:19:33.600 --> 00:19:35.470 align:start position:0%
<00:19:33.600>coding. <00:19:33.699>And <00:19:33.800>what <00:19:33.899>I <00:19:34.000>found <00:19:34.100>is <00:19:34.199>that <00:19:34.300>maybe <00:19:34.399>I'm <00:19:34.500>using <00:19:34.600>the <00:19:34.699>wrong <00:19:34.800>models. <00:19:34.899>So, <00:19:35.000>I

00:19:35.470 --> 00:19:35.480 align:start position:0%
<00:19:35.470>I'm <00:19:35.471>using <00:19:35.473>the <00:19:35.474>wrong <00:19:35.476>models. <00:19:35.477>So, <00:19:35.479>I

00:19:35.480 --> 00:19:37.230 align:start position:0%
<00:19:35.480>I'm <00:19:35.580>using <00:19:35.680>the <00:19:35.780>wrong <00:19:35.880>models. <00:19:35.980>So, <00:19:36.080>I <00:19:36.180>actually <00:19:36.280>asked <00:19:36.380>Copilot <00:19:36.480>to <00:19:36.580>look <00:19:36.680>at <00:19:36.780>what <00:19:36.880>I

00:19:37.230 --> 00:19:37.240 align:start position:0%
<00:19:37.230>actually <00:19:37.231>asked <00:19:37.232>Copilot <00:19:37.233>to <00:19:37.235>look <00:19:37.236>at <00:19:37.237>what <00:19:37.239>I

00:19:37.240 --> 00:19:39.310 align:start position:0%
<00:19:37.240>actually <00:19:37.322>asked <00:19:37.404>Copilot <00:19:37.487>to <00:19:37.569>look <00:19:37.651>at <00:19:37.734>what <00:19:37.816>I <00:19:37.898>was <00:19:37.981>doing <00:19:38.063>and <00:19:38.145>how <00:19:38.228>I <00:19:38.310>was <00:19:38.392>doing <00:19:38.475>it. <00:19:38.557>So, <00:19:38.640>it

00:19:39.310 --> 00:19:39.320 align:start position:0%
<00:19:39.310>was <00:19:39.311>doing <00:19:39.312>and <00:19:39.312>how <00:19:39.313>I <00:19:39.315>was <00:19:39.316>doing <00:19:39.317>it. <00:19:39.318>So, <00:19:39.319>it

00:19:39.320 --> 00:19:41.550 align:start position:0%
<00:19:39.320>was <00:19:39.413>doing <00:19:39.506>and <00:19:39.600>how <00:19:39.693>I <00:19:39.786>was <00:19:39.879>doing <00:19:39.973>it. <00:19:40.066>So, <00:19:40.159>it <00:19:40.253>outlined <00:19:40.346>I'm <00:19:40.439>obviously <00:19:40.533>using <00:19:40.626>Clodopus <00:19:40.720>4

00:19:41.550 --> 00:19:41.560 align:start position:0%
<00:19:41.550>outlined <00:19:41.551>I'm <00:19:41.553>obviously <00:19:41.555>using <00:19:41.557>Clodopus <00:19:41.559>4

00:19:41.560 --> 00:19:43.750 align:start position:0%
<00:19:41.560>outlined <00:19:41.659>I'm <00:19:41.760>obviously <00:19:41.860>using <00:19:41.960>Clodopus <00:19:42.060>4 <00:19:42.159>out <00:19:42.260>6, <00:19:42.360>but <00:19:42.460>I <00:19:42.560>could <00:19:42.659>do <00:19:42.760>better. <00:19:42.860>And <00:19:42.960>it

00:19:43.750 --> 00:19:43.760 align:start position:0%
<00:19:43.750>out <00:19:43.751>6, <00:19:43.752>but <00:19:43.753>I <00:19:43.754>could <00:19:43.755>do <00:19:43.756>better. <00:19:43.757>And <00:19:43.759>it

00:19:43.760 --> 00:19:45.870 align:start position:0%
<00:19:43.760>out <00:19:43.842>6, <00:19:43.924>but <00:19:44.007>I <00:19:44.089>could <00:19:44.171>do <00:19:44.254>better. <00:19:44.336>And <00:19:44.418>it <00:19:44.501>told <00:19:44.583>me <00:19:44.665>how <00:19:44.748>little <00:19:44.830>I <00:19:44.912>was <00:19:44.995>using <00:19:45.077>the <00:19:45.160>other

00:19:45.870 --> 00:19:45.880 align:start position:0%
<00:19:45.870>told <00:19:45.871>me <00:19:45.872>how <00:19:45.873>little <00:19:45.874>I <00:19:45.875>was <00:19:45.876>using <00:19:45.877>the <00:19:45.879>other

00:19:45.880 --> 00:19:47.630 align:start position:0%
<00:19:45.880>told <00:19:46.035>me <00:19:46.191>how <00:19:46.346>little <00:19:46.502>I <00:19:46.657>was <00:19:46.813>using <00:19:46.968>the <00:19:47.124>other <00:19:47.280>models.

00:19:47.630 --> 00:19:47.640 align:start position:0%
models.

00:19:47.640 --> 00:19:48.830 align:start position:0%
<00:19:47.640>models. <00:19:47.793>And <00:19:47.946>it <00:19:48.099>gave <00:19:48.252>me <00:19:48.405>some <00:19:48.558>model <00:19:48.711>and

00:19:48.830 --> 00:19:48.840 align:start position:0%
<00:19:48.830>And <00:19:48.831>it <00:19:48.832>gave <00:19:48.834>me <00:19:48.836>some <00:19:48.837>model <00:19:48.839>and

00:19:48.840 --> 00:19:50.710 align:start position:0%
<00:19:48.840>And <00:19:48.967>it <00:19:49.094>gave <00:19:49.221>me <00:19:49.349>some <00:19:49.476>model <00:19:49.603>and <00:19:49.730>suggestions. <00:19:49.858>So, <00:19:49.985>I'm <00:19:50.112>using <00:19:50.240>these

00:19:50.710 --> 00:19:50.720 align:start position:0%
<00:19:50.710>suggestions. <00:19:50.712>So, <00:19:50.714>I'm <00:19:50.716>using <00:19:50.719>these

00:19:50.720 --> 00:19:52.150 align:start position:0%
<00:19:50.720>suggestions. <00:19:50.863>So, <00:19:51.006>I'm <00:19:51.149>using <00:19:51.292>these <00:19:51.435>automations. <00:19:51.578>I'm <00:19:51.721>using <00:19:51.864>the <00:19:52.007>canvas

00:19:52.150 --> 00:19:52.160 align:start position:0%
<00:19:52.150>automations. <00:19:52.152>I'm <00:19:52.154>using <00:19:52.156>the <00:19:52.159>canvas

00:19:52.160 --> 00:19:54.110 align:start position:0%
<00:19:52.160>automations. <00:19:52.287>I'm <00:19:52.414>using <00:19:52.541>the <00:19:52.669>canvas <00:19:52.796>feature <00:19:52.923>in <00:19:53.050>Copilot. <00:19:53.178>Yes, <00:19:53.305>it <00:19:53.432>does <00:19:53.560>consume

00:19:54.110 --> 00:19:54.120 align:start position:0%
<00:19:54.110>feature <00:19:54.111>in <00:19:54.112>Copilot. <00:19:54.114>Yes, <00:19:54.116>it <00:19:54.117>does <00:19:54.119>consume

00:19:54.120 --> 00:19:56.190 align:start position:0%
<00:19:54.120>feature <00:19:54.219>in <00:19:54.320>Copilot. <00:19:54.419>Yes, <00:19:54.520>it <00:19:54.620>does <00:19:54.719>consume <00:19:54.820>tokens <00:19:54.919>to <00:19:55.020>save <00:19:55.120>on <00:19:55.219>my <00:19:55.320>other <00:19:55.419>token <00:19:55.520>usage

00:19:56.190 --> 00:19:56.200 align:start position:0%
<00:19:56.190>tokens <00:19:56.191>to <00:19:56.192>save <00:19:56.193>on <00:19:56.195>my <00:19:56.196>other <00:19:56.197>token <00:19:56.199>usage

00:19:56.200 --> 00:19:57.670 align:start position:0%
<00:19:56.200>tokens <00:19:56.294>to <00:19:56.389>save <00:19:56.483>on <00:19:56.578>my <00:19:56.672>other <00:19:56.767>token <00:19:56.861>usage <00:19:56.956>as <00:19:57.050>well. <00:19:57.145>So, <00:19:57.239>there's <00:19:57.334>little <00:19:57.428>things <00:19:57.523>you

00:19:57.670 --> 00:19:57.680 align:start position:0%
<00:19:57.670>as <00:19:57.671>well. <00:19:57.673>So, <00:19:57.674>there's <00:19:57.676>little <00:19:57.677>things <00:19:57.679>you

00:19:57.680 --> 00:20:00.230 align:start position:0%
<00:19:57.680>as <00:19:57.787>well. <00:19:57.895>So, <00:19:58.003>there's <00:19:58.110>little <00:19:58.218>things <00:19:58.326>you <00:19:58.433>can <00:19:58.541>do <00:19:58.649>to <00:19:58.756>help <00:19:58.864>accelerate <00:19:58.972>your <00:19:59.080>um

00:20:00.230 --> 00:20:00.240 align:start position:0%
<00:20:00.230>can <00:20:00.231>do <00:20:00.233>to <00:20:00.234>help <00:20:00.236>accelerate <00:20:00.237>your <00:20:00.239>um

00:20:00.240 --> 00:20:02.390 align:start position:0%
<00:20:00.240>can <00:20:00.356>do <00:20:00.473>to <00:20:00.590>help <00:20:00.706>accelerate <00:20:00.823>your <00:20:00.940>um <00:20:01.056>your <00:20:01.173>adoption, <00:20:01.290>understand <00:20:01.406>the <00:20:01.523>usage <00:20:01.640>bit,

00:20:02.390 --> 00:20:02.400 align:start position:0%
<00:20:02.390>your <00:20:02.391>adoption, <00:20:02.393>understand <00:20:02.395>the <00:20:02.397>usage <00:20:02.399>bit,

00:20:02.400 --> 00:20:10.070 align:start position:0%
<00:20:02.400>your <00:20:02.507>adoption, <00:20:02.615>understand <00:20:02.723>the <00:20:02.830>usage <00:20:02.938>bit, <00:20:03.046>and <00:20:03.153>have <00:20:03.261>that <00:20:03.369>output <00:20:03.476>for <00:20:03.584>you <00:20:03.692>as <00:20:03.800>well.

00:20:10.080 --> 00:20:11.190 align:start position:0%
<00:20:10.080>So, <00:20:10.204>I <00:20:10.329>want <00:20:10.454>to <00:20:10.579>talk <00:20:10.704>a <00:20:10.829>little <00:20:10.954>bit <00:20:11.079>about

00:20:11.190 --> 00:20:11.200 align:start position:0%
<00:20:11.190>So, <00:20:11.191>I <00:20:11.192>want <00:20:11.193>to <00:20:11.194>talk <00:20:11.195>a <00:20:11.196>little <00:20:11.197>bit <00:20:11.199>about

00:20:11.200 --> 00:20:12.910 align:start position:0%
<00:20:11.200>So, <00:20:11.287>I <00:20:11.375>want <00:20:11.462>to <00:20:11.550>talk <00:20:11.637>a <00:20:11.725>little <00:20:11.812>bit <00:20:11.900>about <00:20:11.987>the <00:20:12.075>token <00:20:12.162>control. <00:20:12.250>So, <00:20:12.337>I <00:20:12.425>showed <00:20:12.512>you <00:20:12.600>a

00:20:12.910 --> 00:20:12.920 align:start position:0%
<00:20:12.910>the <00:20:12.911>token <00:20:12.912>control. <00:20:12.913>So, <00:20:12.915>I <00:20:12.916>showed <00:20:12.917>you <00:20:12.919>a

00:20:12.920 --> 00:20:14.550 align:start position:0%
<00:20:12.920>the <00:20:13.060>token <00:20:13.200>control. <00:20:13.340>So, <00:20:13.480>I <00:20:13.620>showed <00:20:13.760>you <00:20:13.900>a <00:20:14.040>few <00:20:14.180>things. <00:20:14.320>Um

00:20:14.550 --> 00:20:14.560 align:start position:0%
<00:20:14.550>few <00:20:14.554>things. <00:20:14.559>Um

00:20:14.560 --> 00:20:16.950 align:start position:0%
<00:20:14.560>few <00:20:14.700>things. <00:20:14.840>Um <00:20:14.980>so, <00:20:15.120>when <00:20:15.260>context <00:20:15.399>type, <00:20:15.540>um <00:20:15.679>when <00:20:15.820>do <00:20:15.960>we

00:20:16.950 --> 00:20:16.960 align:start position:0%
<00:20:16.950>so, <00:20:16.951>when <00:20:16.952>context <00:20:16.953>type, <00:20:16.955>um <00:20:16.956>when <00:20:16.957>do <00:20:16.959>we

00:20:16.960 --> 00:20:18.630 align:start position:0%
<00:20:16.960>so, <00:20:17.060>when <00:20:17.160>context <00:20:17.260>type, <00:20:17.360>um <00:20:17.460>when <00:20:17.560>do <00:20:17.660>we <00:20:17.760>want <00:20:17.860>to <00:20:17.960>use <00:20:18.060>these <00:20:18.160>things? <00:20:18.260>Custom <00:20:18.360>use

00:20:18.630 --> 00:20:18.640 align:start position:0%
<00:20:18.630>want <00:20:18.631>to <00:20:18.633>use <00:20:18.634>these <00:20:18.636>things? <00:20:18.637>Custom <00:20:18.639>use

00:20:18.640 --> 00:20:20.430 align:start position:0%
<00:20:18.640>want <00:20:18.747>to <00:20:18.855>use <00:20:18.963>these <00:20:19.070>things? <00:20:19.178>Custom <00:20:19.286>use <00:20:19.393>agents. <00:20:19.501>Now, <00:20:19.609>I <00:20:19.716>showed <00:20:19.824>you <00:20:19.932>that <00:20:20.040>new

00:20:20.430 --> 00:20:20.440 align:start position:0%
<00:20:20.430>agents. <00:20:20.431>Now, <00:20:20.433>I <00:20:20.434>showed <00:20:20.436>you <00:20:20.437>that <00:20:20.439>new

00:20:20.440 --> 00:20:21.750 align:start position:0%
<00:20:20.440>agents. <00:20:20.538>Now, <00:20:20.636>I <00:20:20.734>showed <00:20:20.833>you <00:20:20.931>that <00:20:21.029>new <00:20:21.127>feature <00:20:21.226>workflow <00:20:21.324>and <00:20:21.422>that <00:20:21.520>used <00:20:21.619>two

00:20:21.750 --> 00:20:21.760 align:start position:0%
<00:20:21.750>feature <00:20:21.751>workflow <00:20:21.753>and <00:20:21.755>that <00:20:21.757>used <00:20:21.759>two

00:20:21.760 --> 00:20:23.870 align:start position:0%
<00:20:21.760>feature <00:20:21.887>workflow <00:20:22.014>and <00:20:22.141>that <00:20:22.269>used <00:20:22.396>two <00:20:22.523>different <00:20:22.650>custom <00:20:22.778>agents. <00:20:22.905>Use <00:20:23.032>them <00:20:23.160>when

00:20:23.870 --> 00:20:23.880 align:start position:0%
<00:20:23.870>different <00:20:23.871>custom <00:20:23.873>agents. <00:20:23.875>Use <00:20:23.877>them <00:20:23.879>when

00:20:23.880 --> 00:20:26.390 align:start position:0%
<00:20:23.880>different <00:20:24.007>custom <00:20:24.134>agents. <00:20:24.261>Use <00:20:24.389>them <00:20:24.516>when <00:20:24.643>needed. <00:20:24.770>Don't <00:20:24.898>use <00:20:25.025>them <00:20:25.152>every <00:20:25.280>single

00:20:26.390 --> 00:20:26.400 align:start position:0%
<00:20:26.390>needed. <00:20:26.391>Don't <00:20:26.393>use <00:20:26.395>them <00:20:26.397>every <00:20:26.399>single

00:20:26.400 --> 00:20:28.910 align:start position:0%
<00:20:26.400>needed. <00:20:26.527>Don't <00:20:26.654>use <00:20:26.781>them <00:20:26.909>every <00:20:27.036>single <00:20:27.163>time. <00:20:27.290>Agent <00:20:27.418>skills, <00:20:27.545>only <00:20:27.672>when <00:20:27.800>needed

00:20:28.910 --> 00:20:28.920 align:start position:0%
<00:20:28.910>time. <00:20:28.911>Agent <00:20:28.913>skills, <00:20:28.915>only <00:20:28.917>when <00:20:28.919>needed

00:20:28.920 --> 00:20:30.310 align:start position:0%
<00:20:28.920>time. <00:20:29.016>Agent <00:20:29.112>skills, <00:20:29.208>only <00:20:29.304>when <00:20:29.401>needed <00:20:29.497>again. <00:20:29.593>You <00:20:29.689>don't <00:20:29.786>need <00:20:29.882>to <00:20:29.978>use <00:20:30.074>them <00:20:30.171>every

00:20:30.310 --> 00:20:30.320 align:start position:0%
<00:20:30.310>again. <00:20:30.311>You <00:20:30.312>don't <00:20:30.313>need <00:20:30.315>to <00:20:30.316>use <00:20:30.317>them <00:20:30.319>every

00:20:30.320 --> 00:20:31.750 align:start position:0%
<00:20:30.320>again. <00:20:30.418>You <00:20:30.518>don't <00:20:30.617>need <00:20:30.716>to <00:20:30.815>use <00:20:30.914>them <00:20:31.013>every <00:20:31.112>single <00:20:31.211>time. <00:20:31.310>When <00:20:31.408>you <00:20:31.508>define <00:20:31.607>these

00:20:31.750 --> 00:20:31.760 align:start position:0%
<00:20:31.750>single <00:20:31.751>time. <00:20:31.753>When <00:20:31.755>you <00:20:31.757>define <00:20:31.759>these

00:20:31.760 --> 00:20:33.550 align:start position:0%
<00:20:31.760>single <00:20:31.876>time. <00:20:31.993>When <00:20:32.110>you <00:20:32.226>define <00:20:32.343>these <00:20:32.460>skills <00:20:32.576>in <00:20:32.693>these <00:20:32.810>custom <00:20:32.926>agents, <00:20:33.043>you <00:20:33.160>can

00:20:33.550 --> 00:20:33.560 align:start position:0%
<00:20:33.550>skills <00:20:33.551>in <00:20:33.553>these <00:20:33.554>custom <00:20:33.556>agents, <00:20:33.557>you <00:20:33.559>can

00:20:33.560 --> 00:20:35.550 align:start position:0%
<00:20:33.560>skills <00:20:33.659>in <00:20:33.760>these <00:20:33.860>custom <00:20:33.960>agents, <00:20:34.060>you <00:20:34.159>can <00:20:34.260>clarify <00:20:34.360>what <00:20:34.460>folder <00:20:34.560>you <00:20:34.659>want <00:20:34.760>to <00:20:34.860>use <00:20:34.960>them

00:20:35.550 --> 00:20:35.560 align:start position:0%
<00:20:35.550>clarify <00:20:35.551>what <00:20:35.552>folder <00:20:35.553>you <00:20:35.555>want <00:20:35.556>to <00:20:35.557>use <00:20:35.559>them

00:20:35.560 --> 00:20:37.830 align:start position:0%
<00:20:35.560>clarify <00:20:35.653>what <00:20:35.746>folder <00:20:35.840>you <00:20:35.933>want <00:20:36.026>to <00:20:36.120>use <00:20:36.213>them <00:20:36.306>in <00:20:36.399>or <00:20:36.493>when <00:20:36.586>to <00:20:36.679>call <00:20:36.773>them. <00:20:36.866>Um <00:20:36.960>instructions

00:20:37.830 --> 00:20:37.840 align:start position:0%
<00:20:37.830>in <00:20:37.831>or <00:20:37.832>when <00:20:37.833>to <00:20:37.835>call <00:20:37.836>them. <00:20:37.837>Um <00:20:37.839>instructions

00:20:37.840 --> 00:20:39.710 align:start position:0%
<00:20:37.840>in <00:20:37.956>or <00:20:38.073>when <00:20:38.189>to <00:20:38.306>call <00:20:38.423>them. <00:20:38.540>Um <00:20:38.656>instructions <00:20:38.773>files, <00:20:38.889>always <00:20:39.006>use <00:20:39.123>your <00:20:39.240>global

00:20:39.710 --> 00:20:39.720 align:start position:0%
<00:20:39.710>files, <00:20:39.712>always <00:20:39.714>use <00:20:39.716>your <00:20:39.719>global

00:20:39.720 --> 00:20:41.830 align:start position:0%
<00:20:39.720>files, <00:20:39.895>always <00:20:40.070>use <00:20:40.245>your <00:20:40.420>global <00:20:40.595>instructions <00:20:40.770>files. <00:20:40.945>Always, <00:20:41.120>always,

00:20:41.830 --> 00:20:41.840 align:start position:0%
<00:20:41.830>instructions <00:20:41.832>files. <00:20:41.836>Always, <00:20:41.839>always,

00:20:41.840 --> 00:20:43.910 align:start position:0%
<00:20:41.840>instructions <00:20:42.189>files. <00:20:42.540>Always, <00:20:42.889>always, <00:20:43.240>always.

00:20:43.910 --> 00:20:43.920 align:start position:0%
always.

00:20:43.920 --> 00:20:45.910 align:start position:0%
<00:20:43.920>always. <00:20:44.060>And <00:20:44.200>then <00:20:44.340>if <00:20:44.480>you <00:20:44.620>want <00:20:44.760>to <00:20:44.900>use <00:20:45.040>the <00:20:45.180>apply <00:20:45.320>to

00:20:45.910 --> 00:20:45.920 align:start position:0%
<00:20:45.910>And <00:20:45.911>then <00:20:45.912>if <00:20:45.913>you <00:20:45.914>want <00:20:45.915>to <00:20:45.916>use <00:20:45.917>the <00:20:45.918>apply <00:20:45.919>to

00:20:45.920 --> 00:20:47.910 align:start position:0%
<00:20:45.920>And <00:20:46.013>then <00:20:46.106>if <00:20:46.200>you <00:20:46.293>want <00:20:46.386>to <00:20:46.480>use <00:20:46.573>the <00:20:46.666>apply <00:20:46.760>to <00:20:46.853>and <00:20:46.946>filter <00:20:47.040>to <00:20:47.133>various <00:20:47.226>folders <00:20:47.320>or

00:20:47.910 --> 00:20:47.920 align:start position:0%
<00:20:47.910>and <00:20:47.911>filter <00:20:47.913>to <00:20:47.915>various <00:20:47.917>folders <00:20:47.919>or

00:20:47.920 --> 00:20:49.590 align:start position:0%
<00:20:47.920>and <00:20:48.047>filter <00:20:48.174>to <00:20:48.301>various <00:20:48.429>folders <00:20:48.556>or <00:20:48.683>conditions, <00:20:48.810>use <00:20:48.938>that <00:20:49.065>for <00:20:49.192>your <00:20:49.320>other

00:20:49.590 --> 00:20:49.600 align:start position:0%
<00:20:49.590>conditions, <00:20:49.591>use <00:20:49.593>that <00:20:49.595>for <00:20:49.597>your <00:20:49.599>other

00:20:49.600 --> 00:20:51.870 align:start position:0%
<00:20:49.600>conditions, <00:20:49.716>use <00:20:49.833>that <00:20:49.949>for <00:20:50.066>your <00:20:50.183>other <00:20:50.300>instructions <00:20:50.416>files <00:20:50.533>for <00:20:50.649>ones <00:20:50.766>that <00:20:50.883>are <00:20:51.000>uh

00:20:51.870 --> 00:20:51.880 align:start position:0%
<00:20:51.870>instructions <00:20:51.871>files <00:20:51.873>for <00:20:51.874>ones <00:20:51.876>that <00:20:51.877>are <00:20:51.879>uh

00:20:51.880 --> 00:20:53.910 align:start position:0%
<00:20:51.880>instructions <00:20:51.996>files <00:20:52.113>for <00:20:52.230>ones <00:20:52.346>that <00:20:52.463>are <00:20:52.580>uh <00:20:52.696>more <00:20:52.813>granular. <00:20:52.930>And <00:20:53.046>then <00:20:53.163>your <00:20:53.280>MCP

00:20:53.910 --> 00:20:53.920 align:start position:0%
<00:20:53.910>more <00:20:53.911>granular. <00:20:53.913>And <00:20:53.915>then <00:20:53.917>your <00:20:53.919>MCP

00:20:53.920 --> 00:20:55.990 align:start position:0%
<00:20:53.920>more <00:20:54.036>granular. <00:20:54.153>And <00:20:54.270>then <00:20:54.386>your <00:20:54.503>MCP <00:20:54.620>servers, <00:20:54.736>I <00:20:54.853>say <00:20:54.970>only <00:20:55.086>use <00:20:55.203>them <00:20:55.320>when

00:20:55.990 --> 00:20:56.000 align:start position:0%
<00:20:55.990>servers, <00:20:55.991>I <00:20:55.993>say <00:20:55.994>only <00:20:55.996>use <00:20:55.997>them <00:20:55.999>when

00:20:56.000 --> 00:20:58.070 align:start position:0%
<00:20:56.000>servers, <00:20:56.200>I <00:20:56.400>say <00:20:56.600>only <00:20:56.800>use <00:20:57.000>them <00:20:57.200>when <00:20:57.400>needed.

00:20:58.070 --> 00:20:58.080 align:start position:0%
needed.

00:20:58.080 --> 00:20:59.870 align:start position:0%
<00:20:58.080>needed. <00:20:58.254>So, <00:20:58.429>how <00:20:58.605>can <00:20:58.780>we <00:20:58.955>think <00:20:59.129>about <00:20:59.304>reducing <00:20:59.480>our

00:20:59.870 --> 00:20:59.880 align:start position:0%
<00:20:59.870>So, <00:20:59.871>how <00:20:59.872>can <00:20:59.873>we <00:20:59.875>think <00:20:59.876>about <00:20:59.877>reducing <00:20:59.879>our

00:20:59.880 --> 00:21:01.790 align:start position:0%
<00:20:59.880>So, <00:20:59.973>how <00:21:00.066>can <00:21:00.160>we <00:21:00.253>think <00:21:00.346>about <00:21:00.440>reducing <00:21:00.533>our <00:21:00.626>token <00:21:00.720>usage? <00:21:00.813>So, <00:21:00.906>I <00:21:01.000>can <00:21:01.093>pull <00:21:01.186>up <00:21:01.280>a

00:21:01.790 --> 00:21:01.800 align:start position:0%
<00:21:01.790>token <00:21:01.791>usage? <00:21:01.792>So, <00:21:01.793>I <00:21:01.795>can <00:21:01.796>pull <00:21:01.797>up <00:21:01.799>a

00:21:01.800 --> 00:21:03.190 align:start position:0%
<00:21:01.800>token <00:21:01.904>usage? <00:21:02.008>So, <00:21:02.112>I <00:21:02.217>can <00:21:02.321>pull <00:21:02.425>up <00:21:02.529>a <00:21:02.634>dashboard, <00:21:02.738>understand <00:21:02.842>what <00:21:02.946>I'm <00:21:03.051>doing.

00:21:03.190 --> 00:21:03.200 align:start position:0%
<00:21:03.190>dashboard, <00:21:03.192>understand <00:21:03.194>what <00:21:03.196>I'm <00:21:03.199>doing.

00:21:03.200 --> 00:21:05.590 align:start position:0%
<00:21:03.200>dashboard, <00:21:03.340>understand <00:21:03.480>what <00:21:03.620>I'm <00:21:03.760>doing. <00:21:03.900>Copilot <00:21:04.040>can <00:21:04.180>suggest <00:21:04.320>things, <00:21:04.460>but <00:21:04.600>file

00:21:05.590 --> 00:21:05.600 align:start position:0%
<00:21:05.590>Copilot <00:21:05.591>can <00:21:05.593>suggest <00:21:05.595>things, <00:21:05.597>but <00:21:05.599>file

00:21:05.600 --> 00:21:08.950 align:start position:0%
<00:21:05.600>Copilot <00:21:05.727>can <00:21:05.854>suggest <00:21:05.981>things, <00:21:06.109>but <00:21:06.236>file <00:21:06.363>context, <00:21:06.490>um <00:21:06.618>using <00:21:06.745>dynamic <00:21:06.872>content <00:21:07.000>when

00:21:08.950 --> 00:21:08.960 align:start position:0%
<00:21:08.950>context, <00:21:08.951>um <00:21:08.953>using <00:21:08.955>dynamic <00:21:08.957>content <00:21:08.959>when

00:21:08.960 --> 00:21:11.110 align:start position:0%
<00:21:08.960>context, <00:21:09.076>um <00:21:09.193>using <00:21:09.310>dynamic <00:21:09.426>content <00:21:09.543>when <00:21:09.660>and <00:21:09.776>where <00:21:09.893>possible <00:21:10.010>can <00:21:10.126>can <00:21:10.243>reduce <00:21:10.360>that

00:21:11.110 --> 00:21:11.120 align:start position:0%
<00:21:11.110>and <00:21:11.111>where <00:21:11.112>possible <00:21:11.114>can <00:21:11.116>can <00:21:11.117>reduce <00:21:11.119>that

00:21:11.120 --> 00:21:12.950 align:start position:0%
<00:21:11.120>and <00:21:11.247>where <00:21:11.374>possible <00:21:11.501>can <00:21:11.629>can <00:21:11.756>reduce <00:21:11.883>that <00:21:12.010>amount <00:21:12.138>of <00:21:12.265>context <00:21:12.392>that <00:21:12.520>Copilot's

00:21:12.950 --> 00:21:12.960 align:start position:0%
<00:21:12.950>amount <00:21:12.952>of <00:21:12.954>context <00:21:12.956>that <00:21:12.959>Copilot's

00:21:12.960 --> 00:21:14.750 align:start position:0%
<00:21:12.960>amount <00:21:13.100>of <00:21:13.240>context <00:21:13.380>that <00:21:13.520>Copilot's <00:21:13.660>consuming. <00:21:13.800>Manage <00:21:13.940>it. <00:21:14.080>So, <00:21:14.220>when <00:21:14.360>I'm

00:21:14.750 --> 00:21:14.760 align:start position:0%
<00:21:14.750>consuming. <00:21:14.751>Manage <00:21:14.753>it. <00:21:14.755>So, <00:21:14.757>when <00:21:14.759>I'm

00:21:14.760 --> 00:21:16.510 align:start position:0%
<00:21:14.760>consuming. <00:21:14.867>Manage <00:21:14.975>it. <00:21:15.083>So, <00:21:15.190>when <00:21:15.298>I'm <00:21:15.406>starting <00:21:15.513>a <00:21:15.621>new <00:21:15.729>task, <00:21:15.836>I <00:21:15.944>always <00:21:16.052>start <00:21:16.160>a

00:21:16.510 --> 00:21:16.520 align:start position:0%
<00:21:16.510>starting <00:21:16.511>a <00:21:16.512>new <00:21:16.513>task, <00:21:16.515>I <00:21:16.516>always <00:21:16.517>start <00:21:16.519>a

00:21:16.520 --> 00:21:18.630 align:start position:0%
<00:21:16.520>starting <00:21:16.620>a <00:21:16.720>new <00:21:16.820>task, <00:21:16.920>I <00:21:17.020>always <00:21:17.120>start <00:21:17.220>a <00:21:17.320>new <00:21:17.420>session. <00:21:17.520>It <00:21:17.620>gives <00:21:17.720>Copilot <00:21:17.820>the <00:21:17.920>fresh

00:21:18.630 --> 00:21:18.640 align:start position:0%
<00:21:18.630>new <00:21:18.631>session. <00:21:18.633>It <00:21:18.634>gives <00:21:18.636>Copilot <00:21:18.637>the <00:21:18.639>fresh

00:21:18.640 --> 00:21:20.990 align:start position:0%
<00:21:18.640>new <00:21:18.747>session. <00:21:18.855>It <00:21:18.963>gives <00:21:19.070>Copilot <00:21:19.178>the <00:21:19.286>fresh <00:21:19.393>context. <00:21:19.501>And <00:21:19.609>I <00:21:19.716>give <00:21:19.824>it <00:21:19.932>focused <00:21:20.040>content.

00:21:20.990 --> 00:21:21.000 align:start position:0%
<00:21:20.990>context. <00:21:20.991>And <00:21:20.993>I <00:21:20.994>give <00:21:20.996>it <00:21:20.997>focused <00:21:20.999>content.

00:21:21.000 --> 00:21:23.870 align:start position:0%
<00:21:21.000>context. <00:21:21.100>And <00:21:21.200>I <00:21:21.300>give <00:21:21.400>it <00:21:21.500>focused <00:21:21.600>content. <00:21:21.700>Again, <00:21:21.800>this <00:21:21.900>is <00:21:22.000>giving <00:21:22.100>it <00:21:22.200>um, <00:21:22.300>a <00:21:22.400>stopping

00:21:23.870 --> 00:21:23.880 align:start position:0%
<00:21:23.870>Again, <00:21:23.871>this <00:21:23.872>is <00:21:23.873>giving <00:21:23.875>it <00:21:23.876>um, <00:21:23.877>a <00:21:23.879>stopping

00:21:23.880 --> 00:21:25.550 align:start position:0%
<00:21:23.880>Again, <00:21:23.987>this <00:21:24.095>is <00:21:24.203>giving <00:21:24.310>it <00:21:24.418>um, <00:21:24.526>a <00:21:24.633>stopping <00:21:24.741>point. <00:21:24.849>So, <00:21:24.956>give <00:21:25.064>it <00:21:25.172>individual <00:21:25.280>files

00:21:25.550 --> 00:21:25.560 align:start position:0%
<00:21:25.550>point. <00:21:25.551>So, <00:21:25.553>give <00:21:25.555>it <00:21:25.557>individual <00:21:25.559>files

00:21:25.560 --> 00:21:27.070 align:start position:0%
<00:21:25.560>point. <00:21:25.673>So, <00:21:25.786>give <00:21:25.899>it <00:21:26.013>individual <00:21:26.126>files <00:21:26.239>instead <00:21:26.352>of <00:21:26.466>the <00:21:26.579>entire <00:21:26.692>repository. <00:21:26.805>And <00:21:26.918>a

00:21:27.070 --> 00:21:27.080 align:start position:0%
<00:21:27.070>instead <00:21:27.071>of <00:21:27.072>the <00:21:27.074>entire <00:21:27.076>repository. <00:21:27.077>And <00:21:27.079>a

00:21:27.080 --> 00:21:28.150 align:start position:0%
<00:21:27.080>instead <00:21:27.154>of <00:21:27.228>the <00:21:27.302>entire <00:21:27.376>repository. <00:21:27.450>And <00:21:27.524>a <00:21:27.598>lot <00:21:27.672>of <00:21:27.746>our <00:21:27.820>customers <00:21:27.894>have <00:21:27.968>said, <00:21:28.043>"Well,

00:21:28.150 --> 00:21:28.160 align:start position:0%
<00:21:28.150>lot <00:21:28.151>of <00:21:28.153>our <00:21:28.154>customers <00:21:28.156>have <00:21:28.157>said, <00:21:28.159>"Well,

00:21:28.160 --> 00:21:31.030 align:start position:0%
<00:21:28.160>lot <00:21:28.260>of <00:21:28.360>our <00:21:28.460>customers <00:21:28.560>have <00:21:28.660>said, <00:21:28.760>"Well, <00:21:28.860>we <00:21:28.960>want <00:21:29.060>to <00:21:29.160>understand <00:21:29.260>the <00:21:29.360>entire <00:21:29.460>repo <00:21:29.560>or

00:21:31.030 --> 00:21:31.040 align:start position:0%
<00:21:31.030>we <00:21:31.031>want <00:21:31.032>to <00:21:31.033>understand <00:21:31.035>the <00:21:31.036>entire <00:21:31.037>repo <00:21:31.039>or

00:21:31.040 --> 00:21:33.470 align:start position:0%
<00:21:31.040>we <00:21:31.139>want <00:21:31.240>to <00:21:31.340>understand <00:21:31.440>the <00:21:31.540>entire <00:21:31.639>repo <00:21:31.740>or <00:21:31.840>the <00:21:31.940>entire <00:21:32.040>project." <00:21:32.139>That <00:21:32.240>consumes <00:21:32.340>a <00:21:32.440>lot

00:21:33.470 --> 00:21:33.480 align:start position:0%
<00:21:33.470>the <00:21:33.471>entire <00:21:33.473>project." <00:21:33.474>That <00:21:33.476>consumes <00:21:33.477>a <00:21:33.479>lot

00:21:33.480 --> 00:21:36.510 align:start position:0%
<00:21:33.480>the <00:21:33.587>entire <00:21:33.695>project." <00:21:33.803>That <00:21:33.910>consumes <00:21:34.018>a <00:21:34.126>lot <00:21:34.233>of <00:21:34.341>tokens. <00:21:34.449>Um, <00:21:34.556>text <00:21:34.664>content <00:21:34.772>and <00:21:34.880>images

00:21:36.510 --> 00:21:36.520 align:start position:0%
<00:21:36.510>of <00:21:36.511>tokens. <00:21:36.513>Um, <00:21:36.514>text <00:21:36.516>content <00:21:36.517>and <00:21:36.519>images

00:21:36.520 --> 00:21:38.230 align:start position:0%
<00:21:36.520>of <00:21:36.613>tokens. <00:21:36.706>Um, <00:21:36.800>text <00:21:36.893>content <00:21:36.986>and <00:21:37.080>images <00:21:37.173>are <00:21:37.266>great, <00:21:37.360>but <00:21:37.453>you <00:21:37.546>can <00:21:37.639>burn <00:21:37.733>a <00:21:37.826>lot <00:21:37.920>of

00:21:38.230 --> 00:21:38.240 align:start position:0%
<00:21:38.230>are <00:21:38.231>great, <00:21:38.232>but <00:21:38.233>you <00:21:38.234>can <00:21:38.235>burn <00:21:38.236>a <00:21:38.237>lot <00:21:38.239>of

00:21:38.240 --> 00:21:41.350 align:start position:0%
<00:21:38.240>are <00:21:38.333>great, <00:21:38.426>but <00:21:38.520>you <00:21:38.613>can <00:21:38.706>burn <00:21:38.800>a <00:21:38.893>lot <00:21:38.986>of <00:21:39.080>tokens <00:21:39.173>in <00:21:39.266>that <00:21:39.360>utilization <00:21:39.453>as <00:21:39.546>well. <00:21:39.640>So,

00:21:41.350 --> 00:21:41.360 align:start position:0%
<00:21:41.350>tokens <00:21:41.351>in <00:21:41.352>that <00:21:41.354>utilization <00:21:41.356>as <00:21:41.357>well. <00:21:41.359>So,

00:21:41.360 --> 00:21:43.190 align:start position:0%
<00:21:41.360>tokens <00:21:41.476>in <00:21:41.593>that <00:21:41.709>utilization <00:21:41.826>as <00:21:41.943>well. <00:21:42.060>So, <00:21:42.176>just <00:21:42.293>be <00:21:42.409>really <00:21:42.526>careful. <00:21:42.643>Describe <00:21:42.760>what

00:21:43.190 --> 00:21:43.200 align:start position:0%
<00:21:43.190>just <00:21:43.191>be <00:21:43.193>really <00:21:43.195>careful. <00:21:43.197>Describe <00:21:43.199>what

00:21:43.200 --> 00:21:44.670 align:start position:0%
<00:21:43.200>just <00:21:43.310>be <00:21:43.420>really <00:21:43.530>careful. <00:21:43.641>Describe <00:21:43.751>what <00:21:43.861>you <00:21:43.971>want <00:21:44.082>instead. <00:21:44.192>So, <00:21:44.302>I've <00:21:44.412>been <00:21:44.523>working

00:21:44.670 --> 00:21:44.680 align:start position:0%
<00:21:44.670>you <00:21:44.671>want <00:21:44.673>instead. <00:21:44.674>So, <00:21:44.676>I've <00:21:44.677>been <00:21:44.679>working

00:21:44.680 --> 00:21:46.110 align:start position:0%
<00:21:44.680>you <00:21:44.765>want <00:21:44.851>instead. <00:21:44.937>So, <00:21:45.023>I've <00:21:45.109>been <00:21:45.194>working <00:21:45.280>a <00:21:45.366>lot <00:21:45.452>with <00:21:45.538>Copilot <00:21:45.623>when <00:21:45.709>I <00:21:45.795>needed <00:21:45.881>it <00:21:45.966>to

00:21:46.110 --> 00:21:46.120 align:start position:0%
<00:21:46.110>a <00:21:46.111>lot <00:21:46.112>with <00:21:46.113>Copilot <00:21:46.114>when <00:21:46.115>I <00:21:46.116>needed <00:21:46.117>it <00:21:46.119>to

00:21:46.120 --> 00:21:48.110 align:start position:0%
<00:21:46.120>a <00:21:46.219>lot <00:21:46.320>with <00:21:46.419>Copilot <00:21:46.520>when <00:21:46.620>I <00:21:46.719>needed <00:21:46.820>it <00:21:46.919>to <00:21:47.020>do <00:21:47.120>something <00:21:47.219>with <00:21:47.320>images, <00:21:47.419>um, <00:21:47.520>I'm

00:21:48.110 --> 00:21:48.120 align:start position:0%
<00:21:48.110>do <00:21:48.111>something <00:21:48.113>with <00:21:48.115>images, <00:21:48.117>um, <00:21:48.119>I'm

00:21:48.120 --> 00:21:50.590 align:start position:0%
<00:21:48.120>do <00:21:48.275>something <00:21:48.431>with <00:21:48.586>images, <00:21:48.742>um, <00:21:48.897>I'm <00:21:49.053>writing <00:21:49.208>out <00:21:49.364>explicitly <00:21:49.520>in

00:21:50.590 --> 00:21:50.600 align:start position:0%
<00:21:50.590>writing <00:21:50.592>out <00:21:50.596>explicitly <00:21:50.599>in

00:21:50.600 --> 00:21:53.070 align:start position:0%
<00:21:50.600>writing <00:21:50.740>out <00:21:50.879>explicitly <00:21:51.020>in <00:21:51.159>in <00:21:51.300>language, <00:21:51.439>uh, <00:21:51.580>very <00:21:51.719>clearly <00:21:51.860>what <00:21:52.000>what

00:21:53.070 --> 00:21:53.080 align:start position:0%
<00:21:53.070>in <00:21:53.071>language, <00:21:53.072>uh, <00:21:53.074>very <00:21:53.076>clearly <00:21:53.077>what <00:21:53.079>what

00:21:53.080 --> 00:21:55.190 align:start position:0%
<00:21:53.080>in <00:21:53.187>language, <00:21:53.295>uh, <00:21:53.403>very <00:21:53.510>clearly <00:21:53.618>what <00:21:53.726>what <00:21:53.833>I'm <00:21:53.941>asking <00:21:54.049>it <00:21:54.156>to <00:21:54.264>achieve <00:21:54.372>for <00:21:54.480>me.

00:21:55.190 --> 00:21:55.200 align:start position:0%
<00:21:55.190>I'm <00:21:55.191>asking <00:21:55.193>it <00:21:55.194>to <00:21:55.196>achieve <00:21:55.197>for <00:21:55.199>me.

00:21:55.200 --> 00:21:58.390 align:start position:0%
<00:21:55.200>I'm <00:21:55.307>asking <00:21:55.415>it <00:21:55.523>to <00:21:55.630>achieve <00:21:55.738>for <00:21:55.846>me. <00:21:55.953>So, <00:21:56.061>bring <00:21:56.169>it <00:21:56.276>all <00:21:56.384>together. <00:21:56.492>Build. <00:21:56.600>Um,

00:21:58.390 --> 00:21:58.400 align:start position:0%
<00:21:58.390>So, <00:21:58.391>bring <00:21:58.393>it <00:21:58.394>all <00:21:58.396>together. <00:21:58.397>Build. <00:21:58.399>Um,

00:21:58.400 --> 00:21:59.910 align:start position:0%
<00:21:58.400>So, <00:21:58.523>bring <00:21:58.647>it <00:21:58.770>all <00:21:58.894>together. <00:21:59.017>Build. <00:21:59.141>Um, <00:21:59.264>spend <00:21:59.388>time <00:21:59.511>building <00:21:59.635>out <00:21:59.759>the

00:21:59.910 --> 00:21:59.920 align:start position:0%
<00:21:59.910>spend <00:21:59.912>time <00:21:59.914>building <00:21:59.916>out <00:21:59.919>the

00:21:59.920 --> 00:22:01.830 align:start position:0%
<00:21:59.920>spend <00:22:00.060>time <00:22:00.200>building <00:22:00.340>out <00:22:00.480>the <00:22:00.620>infrastructure <00:22:00.760>you <00:22:00.900>need. <00:22:01.040>Your <00:22:01.180>repos <00:22:01.320>need

00:22:01.830 --> 00:22:01.840 align:start position:0%
<00:22:01.830>infrastructure <00:22:01.831>you <00:22:01.833>need. <00:22:01.835>Your <00:22:01.837>repos <00:22:01.839>need

00:22:01.840 --> 00:22:04.550 align:start position:0%
<00:22:01.840>infrastructure <00:22:01.956>you <00:22:02.073>need. <00:22:02.189>Your <00:22:02.306>repos <00:22:02.423>need <00:22:02.540>to <00:22:02.656>be <00:22:02.773>ready <00:22:02.889>to <00:22:03.006>accept <00:22:03.123>AI. <00:22:03.240>Our

00:22:04.550 --> 00:22:04.560 align:start position:0%
<00:22:04.550>to <00:22:04.551>be <00:22:04.553>ready <00:22:04.554>to <00:22:04.556>accept <00:22:04.557>AI. <00:22:04.559>Our

00:22:04.560 --> 00:22:06.030 align:start position:0%
<00:22:04.560>to <00:22:04.692>be <00:22:04.824>ready <00:22:04.956>to <00:22:05.089>accept <00:22:05.221>AI. <00:22:05.353>Our <00:22:05.486>repositories <00:22:05.618>of <00:22:05.750>yesterday <00:22:05.883>won't

00:22:06.030 --> 00:22:06.040 align:start position:0%
<00:22:06.030>repositories <00:22:06.033>of <00:22:06.036>yesterday <00:22:06.039>won't

00:22:06.040 --> 00:22:07.830 align:start position:0%
<00:22:06.040>repositories <00:22:06.195>of <00:22:06.351>yesterday <00:22:06.506>won't <00:22:06.662>necessarily <00:22:06.817>be <00:22:06.973>AI <00:22:07.128>ready, <00:22:07.284>and <00:22:07.440>that's

00:22:07.830 --> 00:22:07.840 align:start position:0%
<00:22:07.830>necessarily <00:22:07.831>be <00:22:07.833>AI <00:22:07.835>ready, <00:22:07.837>and <00:22:07.839>that's

00:22:07.840 --> 00:22:10.230 align:start position:0%
<00:22:07.840>necessarily <00:22:07.980>be <00:22:08.120>AI <00:22:08.260>ready, <00:22:08.399>and <00:22:08.540>that's <00:22:08.679>really, <00:22:08.820>really <00:22:08.959>important. <00:22:09.100>Um, <00:22:09.240>organize.

00:22:10.230 --> 00:22:10.240 align:start position:0%
<00:22:10.230>really, <00:22:10.232>really <00:22:10.234>important. <00:22:10.236>Um, <00:22:10.239>organize.

00:22:10.240 --> 00:22:11.830 align:start position:0%
<00:22:10.240>really, <00:22:10.380>really <00:22:10.520>important. <00:22:10.660>Um, <00:22:10.800>organize. <00:22:10.940>Talk <00:22:11.080>to <00:22:11.220>your <00:22:11.360>teams. <00:22:11.500>Reorganize <00:22:11.640>your

00:22:11.830 --> 00:22:11.840 align:start position:0%
<00:22:11.830>Talk <00:22:11.831>to <00:22:11.833>your <00:22:11.835>teams. <00:22:11.837>Reorganize <00:22:11.839>your

00:22:11.840 --> 00:22:14.710 align:start position:0%
<00:22:11.840>Talk <00:22:11.967>to <00:22:12.094>your <00:22:12.221>teams. <00:22:12.349>Reorganize <00:22:12.476>your <00:22:12.603>structure. <00:22:12.730>Um, <00:22:12.858>understand <00:22:12.985>the <00:22:13.112>the <00:22:13.240>the

00:22:14.710 --> 00:22:14.720 align:start position:0%
<00:22:14.710>structure. <00:22:14.711>Um, <00:22:14.713>understand <00:22:14.715>the <00:22:14.717>the <00:22:14.719>the

00:22:14.720 --> 00:22:16.870 align:start position:0%
<00:22:14.720>structure. <00:22:14.836>Um, <00:22:14.953>understand <00:22:15.070>the <00:22:15.186>the <00:22:15.303>the <00:22:15.420>agent <00:22:15.536>skills, <00:22:15.653>the <00:22:15.770>custom <00:22:15.886>agents, <00:22:16.003>and <00:22:16.120>the

00:22:16.870 --> 00:22:16.880 align:start position:0%
<00:22:16.870>agent <00:22:16.871>skills, <00:22:16.873>the <00:22:16.874>custom <00:22:16.876>agents, <00:22:16.877>and <00:22:16.879>the

00:22:16.880 --> 00:22:18.790 align:start position:0%
<00:22:16.880>agent <00:22:17.007>skills, <00:22:17.134>the <00:22:17.261>custom <00:22:17.389>agents, <00:22:17.516>and <00:22:17.643>the <00:22:17.770>instruction <00:22:17.898>files. <00:22:18.025>And <00:22:18.152>then <00:22:18.280>iterate.

00:22:18.790 --> 00:22:18.800 align:start position:0%
<00:22:18.790>instruction <00:22:18.792>files. <00:22:18.794>And <00:22:18.796>then <00:22:18.799>iterate.

00:22:18.800 --> 00:22:21.310 align:start position:0%
<00:22:18.800>instruction <00:22:18.940>files. <00:22:19.080>And <00:22:19.220>then <00:22:19.360>iterate. <00:22:19.500>This <00:22:19.639>is <00:22:19.780>a <00:22:19.919>constantly <00:22:20.060>evolving <00:22:20.200>process.

00:22:21.310 --> 00:22:21.320 align:start position:0%
<00:22:21.310>This <00:22:21.311>is <00:22:21.313>a <00:22:21.315>constantly <00:22:21.317>evolving <00:22:21.319>process.

00:22:21.320 --> 00:22:23.270 align:start position:0%
<00:22:21.320>This <00:22:21.436>is <00:22:21.553>a <00:22:21.669>constantly <00:22:21.786>evolving <00:22:21.903>process. <00:22:22.020>We <00:22:22.136>We <00:22:22.253>started <00:22:22.370>working <00:22:22.486>in <00:22:22.603>tech <00:22:22.720>because

00:22:23.270 --> 00:22:23.280 align:start position:0%
<00:22:23.270>We <00:22:23.271>We <00:22:23.273>started <00:22:23.274>working <00:22:23.276>in <00:22:23.277>tech <00:22:23.279>because

00:22:23.280 --> 00:22:25.270 align:start position:0%
<00:22:23.280>We <00:22:23.387>We <00:22:23.495>started <00:22:23.603>working <00:22:23.710>in <00:22:23.818>tech <00:22:23.926>because <00:22:24.033>it's <00:22:24.141>fun, <00:22:24.249>and <00:22:24.356>yes, <00:22:24.464>it's <00:22:24.572>always <00:22:24.680>changing.

00:22:25.270 --> 00:22:25.280 align:start position:0%
<00:22:25.270>it's <00:22:25.271>fun, <00:22:25.273>and <00:22:25.274>yes, <00:22:25.276>it's <00:22:25.277>always <00:22:25.279>changing.

00:22:25.280 --> 00:22:27.030 align:start position:0%
<00:22:25.280>it's <00:22:25.407>fun, <00:22:25.534>and <00:22:25.661>yes, <00:22:25.789>it's <00:22:25.916>always <00:22:26.043>changing. <00:22:26.170>So, <00:22:26.298>iteration <00:22:26.425>is <00:22:26.552>really, <00:22:26.680>really

00:22:27.030 --> 00:22:27.040 align:start position:0%
<00:22:27.030>So, <00:22:27.032>iteration <00:22:27.034>is <00:22:27.036>really, <00:22:27.039>really

00:22:27.040 --> 00:22:29.310 align:start position:0%
<00:22:27.040>So, <00:22:27.180>iteration <00:22:27.320>is <00:22:27.460>really, <00:22:27.600>really <00:22:27.740>important. <00:22:27.879>But <00:22:28.020>most <00:22:28.159>importantly, <00:22:28.300>as <00:22:28.440>a

00:22:29.310 --> 00:22:29.320 align:start position:0%
<00:22:29.310>important. <00:22:29.311>But <00:22:29.313>most <00:22:29.315>importantly, <00:22:29.317>as <00:22:29.319>a

00:22:29.320 --> 00:22:32.430 align:start position:0%
<00:22:29.320>important. <00:22:29.447>But <00:22:29.574>most <00:22:29.701>importantly, <00:22:29.829>as <00:22:29.956>a <00:22:30.083>human, <00:22:30.210>learn. <00:22:30.338>Keep <00:22:30.465>on <00:22:30.592>learning. <00:22:30.720>Set

00:22:32.430 --> 00:22:32.440 align:start position:0%
<00:22:32.430>human, <00:22:32.431>learn. <00:22:32.433>Keep <00:22:32.435>on <00:22:32.437>learning. <00:22:32.439>Set

00:22:32.440 --> 00:22:34.550 align:start position:0%
<00:22:32.440>human, <00:22:32.556>learn. <00:22:32.673>Keep <00:22:32.790>on <00:22:32.906>learning. <00:22:33.023>Set <00:22:33.140>aside <00:22:33.256>time <00:22:33.373>for <00:22:33.490>yourself <00:22:33.606>every <00:22:33.723>single <00:22:33.840>day

00:22:34.550 --> 00:22:34.560 align:start position:0%
<00:22:34.550>aside <00:22:34.551>time <00:22:34.553>for <00:22:34.554>yourself <00:22:34.556>every <00:22:34.557>single <00:22:34.559>day

00:22:34.560 --> 00:22:36.990 align:start position:0%
<00:22:34.560>aside <00:22:34.659>time <00:22:34.760>for <00:22:34.860>yourself <00:22:34.960>every <00:22:35.060>single <00:22:35.159>day <00:22:35.260>to <00:22:35.360>learn <00:22:35.460>uh, <00:22:35.560>new <00:22:35.659>ways <00:22:35.760>of <00:22:35.860>doing <00:22:35.960>things.

00:22:36.990 --> 00:22:37.000 align:start position:0%
<00:22:36.990>to <00:22:36.991>learn <00:22:36.992>uh, <00:22:36.993>new <00:22:36.995>ways <00:22:36.996>of <00:22:36.997>doing <00:22:36.999>things.

00:22:37.000 --> 00:22:38.510 align:start position:0%
<00:22:37.000>to <00:22:37.097>learn <00:22:37.194>uh, <00:22:37.291>new <00:22:37.388>ways <00:22:37.485>of <00:22:37.582>doing <00:22:37.679>things. <00:22:37.776>Share <00:22:37.873>them <00:22:37.970>with <00:22:38.067>your <00:22:38.164>colleagues. <00:22:38.261>Have <00:22:38.359>a

00:22:38.510 --> 00:22:38.520 align:start position:0%
<00:22:38.510>Share <00:22:38.511>them <00:22:38.513>with <00:22:38.514>your <00:22:38.516>colleagues. <00:22:38.517>Have <00:22:38.519>a

00:22:38.520 --> 00:22:41.550 align:start position:0%
<00:22:38.520>Share <00:22:38.627>them <00:22:38.735>with <00:22:38.843>your <00:22:38.950>colleagues. <00:22:39.058>Have <00:22:39.166>a <00:22:39.273>very <00:22:39.381>inner <00:22:39.489>source <00:22:39.596>open <00:22:39.704>mindset <00:22:39.812>as <00:22:39.920>well.

00:22:41.550 --> 00:22:41.560 align:start position:0%
<00:22:41.550>very <00:22:41.551>inner <00:22:41.553>source <00:22:41.554>open <00:22:41.556>mindset <00:22:41.557>as <00:22:41.559>well.

00:22:41.560 --> 00:22:42.150 align:start position:0%
<00:22:41.560>very <00:22:41.635>inner <00:22:41.711>source <00:22:41.787>open <00:22:41.863>mindset <00:22:41.939>as <00:22:42.015>well. <00:22:42.091>Um,

00:22:42.150 --> 00:22:42.160 align:start position:0%
Um,

00:22:42.160 --> 00:22:43.030 align:start position:0%
<00:22:42.160>Um, <00:22:42.257>uh, <00:22:42.355>we're <00:22:42.453>going <00:22:42.551>to <00:22:42.649>go <00:22:42.747>ahead <00:22:42.845>and <00:22:42.943>open

00:22:43.030 --> 00:22:43.040 align:start position:0%
<00:22:43.030>uh, <00:22:43.031>we're <00:22:43.032>going <00:22:43.033>to <00:22:43.035>go <00:22:43.036>ahead <00:22:43.037>and <00:22:43.039>open

00:22:43.040 --> 00:22:44.950 align:start position:0%
<00:22:43.040>uh, <00:22:43.122>we're <00:22:43.204>going <00:22:43.287>to <00:22:43.369>go <00:22:43.451>ahead <00:22:43.534>and <00:22:43.616>open <00:22:43.698>this <00:22:43.781>up <00:22:43.863>for <00:22:43.945>Q&amp;A, <00:22:44.028>but <00:22:44.110>I <00:22:44.192>want <00:22:44.275>to <00:22:44.357>give <00:22:44.440>you

00:22:44.950 --> 00:22:44.960 align:start position:0%
<00:22:44.950>this <00:22:44.951>up <00:22:44.952>for <00:22:44.953>Q&amp;A, <00:22:44.954>but <00:22:44.955>I <00:22:44.956>want <00:22:44.957>to <00:22:44.958>give <00:22:44.959>you

00:22:44.960 --> 00:22:46.470 align:start position:0%
<00:22:44.960>this <00:22:45.044>up <00:22:45.129>for <00:22:45.214>Q&amp;A, <00:22:45.299>but <00:22:45.384>I <00:22:45.469>want <00:22:45.554>to <00:22:45.639>give <00:22:45.724>you <00:22:45.809>all <00:22:45.894>a <00:22:45.979>few <00:22:46.064>resources. <00:22:46.149>There's <00:22:46.234>some <00:22:46.319>great

00:22:46.470 --> 00:22:46.480 align:start position:0%
<00:22:46.470>all <00:22:46.471>a <00:22:46.473>few <00:22:46.474>resources. <00:22:46.476>There's <00:22:46.477>some <00:22:46.479>great

00:22:46.480 --> 00:22:48.430 align:start position:0%
<00:22:46.480>all <00:22:46.596>a <00:22:46.713>few <00:22:46.830>resources. <00:22:46.946>There's <00:22:47.063>some <00:22:47.180>great <00:22:47.296>hands-on <00:22:47.413>learning <00:22:47.530>resources. <00:22:47.646>So, <00:22:47.763>we <00:22:47.880>have

00:22:48.430 --> 00:22:48.440 align:start position:0%
<00:22:48.430>hands-on <00:22:48.431>learning <00:22:48.433>resources. <00:22:48.435>So, <00:22:48.437>we <00:22:48.439>have

00:22:48.440 --> 00:22:51.390 align:start position:0%
<00:22:48.440>hands-on <00:22:48.567>learning <00:22:48.694>resources. <00:22:48.821>So, <00:22:48.949>we <00:22:49.076>have <00:22:49.203>GitHub <00:22:49.330>Learn, <00:22:49.458>which <00:22:49.585>is <00:22:49.712>absolutely <00:22:49.840>free.

00:22:51.390 --> 00:22:51.400 align:start position:0%
<00:22:51.390>GitHub <00:22:51.391>Learn, <00:22:51.393>which <00:22:51.395>is <00:22:51.397>absolutely <00:22:51.399>free.

00:22:51.400 --> 00:22:53.550 align:start position:0%
<00:22:51.400>GitHub <00:22:51.516>Learn, <00:22:51.633>which <00:22:51.750>is <00:22:51.866>absolutely <00:22:51.983>free. <00:22:52.100>Uh, <00:22:52.216>we <00:22:52.333>have <00:22:52.450>the <00:22:52.566>GitHub <00:22:52.683>Copilot <00:22:52.800>workshop,

00:22:53.550 --> 00:22:53.560 align:start position:0%
<00:22:53.550>Uh, <00:22:53.551>we <00:22:53.553>have <00:22:53.554>the <00:22:53.556>GitHub <00:22:53.557>Copilot <00:22:53.559>workshop,

00:22:53.560 --> 00:22:55.230 align:start position:0%
<00:22:53.560>Uh, <00:22:53.667>we <00:22:53.775>have <00:22:53.883>the <00:22:53.990>GitHub <00:22:54.098>Copilot <00:22:54.206>workshop, <00:22:54.313>absolutely <00:22:54.421>free <00:22:54.529>to <00:22:54.636>get <00:22:54.744>hands-on <00:22:54.852>with <00:22:54.960>a

00:22:55.230 --> 00:22:55.240 align:start position:0%
<00:22:55.230>absolutely <00:22:55.231>free <00:22:55.233>to <00:22:55.234>get <00:22:55.236>hands-on <00:22:55.237>with <00:22:55.239>a

00:22:55.240 --> 00:22:57.150 align:start position:0%
<00:22:55.240>absolutely <00:22:55.347>free <00:22:55.455>to <00:22:55.563>get <00:22:55.670>hands-on <00:22:55.778>with <00:22:55.886>a <00:22:55.993>lot <00:22:56.101>of <00:22:56.209>stuff. <00:22:56.316>And <00:22:56.424>the <00:22:56.532>GitHub <00:22:56.640>Copilot

00:22:57.150 --> 00:22:57.160 align:start position:0%
<00:22:57.150>lot <00:22:57.151>of <00:22:57.153>stuff. <00:22:57.154>And <00:22:57.156>the <00:22:57.157>GitHub <00:22:57.159>Copilot

00:22:57.160 --> 00:22:58.550 align:start position:0%
<00:22:57.160>lot <00:22:57.256>of <00:22:57.352>stuff. <00:22:57.448>And <00:22:57.544>the <00:22:57.641>GitHub <00:22:57.737>Copilot <00:22:57.833>Trust <00:22:57.929>Center <00:22:58.026>cuz <00:22:58.122>lots <00:22:58.218>of <00:22:58.314>people <00:22:58.411>have

00:22:58.550 --> 00:22:58.560 align:start position:0%
<00:22:58.550>Trust <00:22:58.551>Center <00:22:58.553>cuz <00:22:58.554>lots <00:22:58.556>of <00:22:58.557>people <00:22:58.559>have

00:22:58.560 --> 00:23:00.990 align:start position:0%
<00:22:58.560>Trust <00:22:58.687>Center <00:22:58.814>cuz <00:22:58.941>lots <00:22:59.069>of <00:22:59.196>people <00:22:59.323>have <00:22:59.450>questions <00:22:59.578>around <00:22:59.705>uh, <00:22:59.832>compliance <00:22:59.960>and

00:23:00.990 --> 00:23:01.000 align:start position:0%
<00:23:00.990>questions <00:23:00.992>around <00:23:00.994>uh, <00:23:00.996>compliance <00:23:00.999>and

00:23:01.000 --> 00:23:04.230 align:start position:0%
<00:23:01.000>questions <00:23:01.175>around <00:23:01.350>uh, <00:23:01.525>compliance <00:23:01.700>and <00:23:01.875>other <00:23:02.050>things <00:23:02.225>as <00:23:02.400>well.

00:23:04.240 --> 00:23:05.670 align:start position:0%
<00:23:04.240>&gt;&gt; <00:23:04.454>Thanks <00:23:04.669>a <00:23:04.883>lot <00:23:05.098>for <00:23:05.312>that. <00:23:05.527>Really

00:23:05.670 --> 00:23:05.680 align:start position:0%
<00:23:05.670>&gt;&gt; <00:23:05.671>Thanks <00:23:05.673>a <00:23:05.674>lot <00:23:05.676>for <00:23:05.677>that. <00:23:05.679>Really

00:23:05.680 --> 00:23:07.110 align:start position:0%
<00:23:05.680>&gt;&gt; <00:23:05.863>Thanks <00:23:06.047>a <00:23:06.231>lot <00:23:06.415>for <00:23:06.599>that. <00:23:06.783>Really <00:23:06.966>interesting.

00:23:07.110 --> 00:23:07.120 align:start position:0%
interesting.

00:23:07.120 --> 00:23:09.750 align:start position:0%
<00:23:07.120>interesting. <00:23:07.275>I <00:23:07.431>want <00:23:07.586>to <00:23:07.742>hold <00:23:07.897>when <00:23:08.053>I <00:23:08.208>actually <00:23:08.364>have <00:23:08.520>uh

00:23:09.750 --> 00:23:09.760 align:start position:0%
<00:23:09.750>I <00:23:09.751>want <00:23:09.752>to <00:23:09.753>hold <00:23:09.754>when <00:23:09.755>I <00:23:09.756>actually <00:23:09.757>have <00:23:09.759>uh

00:23:09.760 --> 00:23:12.430 align:start position:0%
<00:23:09.760>I <00:23:09.853>want <00:23:09.946>to <00:23:10.040>hold <00:23:10.133>when <00:23:10.226>I <00:23:10.320>actually <00:23:10.413>have <00:23:10.506>uh <00:23:10.600>an <00:23:10.693>agent <00:23:10.786>doing <00:23:10.879>my <00:23:10.973>construction <00:23:11.066>at <00:23:11.160>home.

00:23:12.430 --> 00:23:12.440 align:start position:0%
<00:23:12.430>an <00:23:12.431>agent <00:23:12.433>doing <00:23:12.434>my <00:23:12.436>construction <00:23:12.437>at <00:23:12.439>home.

00:23:12.440 --> 00:23:13.310 align:start position:0%
<00:23:12.440>an <00:23:12.505>agent <00:23:12.570>doing <00:23:12.635>my <00:23:12.701>construction <00:23:12.766>at <00:23:12.831>home. <00:23:12.896>We're <00:23:12.962>going <00:23:13.027>to <00:23:13.092>see <00:23:13.157>when <00:23:13.223>that's

00:23:13.310 --> 00:23:13.320 align:start position:0%
<00:23:13.310>We're <00:23:13.311>going <00:23:13.313>to <00:23:13.315>see <00:23:13.317>when <00:23:13.319>that's

00:23:13.320 --> 00:23:13.990 align:start position:0%
<00:23:13.320>We're <00:23:13.420>going <00:23:13.521>to <00:23:13.621>see <00:23:13.722>when <00:23:13.822>that's <00:23:13.923>happening.

00:23:13.990 --> 00:23:14.000 align:start position:0%
happening.

00:23:14.000 --> 00:23:14.350 align:start position:0%
<00:23:14.000>happening. <00:23:14.157>&gt;&gt; <00:23:14.314>Yeah.

00:23:14.350 --> 00:23:14.360 align:start position:0%
<00:23:14.350>&gt;&gt; <00:23:14.359>Yeah.

00:23:14.360 --> 00:23:16.550 align:start position:0%
<00:23:14.360>&gt;&gt; <00:23:14.487>Yeah. <00:23:14.614>&gt;&gt; <00:23:14.741>Uh <00:23:14.869>we <00:23:14.996>do <00:23:15.123>have <00:23:15.250>a <00:23:15.378>couple <00:23:15.505>of <00:23:15.632>questions. <00:23:15.760>Um

00:23:16.550 --> 00:23:16.560 align:start position:0%
<00:23:16.550>&gt;&gt; <00:23:16.551>Uh <00:23:16.552>we <00:23:16.553>do <00:23:16.553>have <00:23:16.554>a <00:23:16.556>couple <00:23:16.557>of <00:23:16.558>questions. <00:23:16.559>Um

00:23:16.560 --> 00:23:18.790 align:start position:0%
<00:23:16.560>&gt;&gt; <00:23:16.637>Uh <00:23:16.715>we <00:23:16.793>do <00:23:16.871>have <00:23:16.948>a <00:23:17.026>couple <00:23:17.104>of <00:23:17.182>questions. <00:23:17.260>Um <00:23:17.337>Fang <00:23:17.415>wants <00:23:17.493>to <00:23:17.571>know, <00:23:17.648>do <00:23:17.726>you <00:23:17.804>want <00:23:17.882>to <00:23:17.960>do

00:23:18.790 --> 00:23:18.800 align:start position:0%
<00:23:18.790>Fang <00:23:18.791>wants <00:23:18.792>to <00:23:18.793>know, <00:23:18.794>do <00:23:18.795>you <00:23:18.796>want <00:23:18.797>to <00:23:18.799>do

00:23:18.800 --> 00:23:20.470 align:start position:0%
<00:23:18.800>Fang <00:23:18.893>wants <00:23:18.986>to <00:23:19.080>know, <00:23:19.173>do <00:23:19.266>you <00:23:19.360>want <00:23:19.453>to <00:23:19.546>do <00:23:19.639>you <00:23:19.733>want <00:23:19.826>those <00:23:19.919>instructions <00:23:20.013>to <00:23:20.106>be <00:23:20.200>loaded

00:23:20.470 --> 00:23:20.480 align:start position:0%
<00:23:20.470>you <00:23:20.471>want <00:23:20.473>those <00:23:20.474>instructions <00:23:20.476>to <00:23:20.477>be <00:23:20.479>loaded

00:23:20.480 --> 00:23:22.910 align:start position:0%
<00:23:20.480>you <00:23:20.596>want <00:23:20.713>those <00:23:20.830>instructions <00:23:20.946>to <00:23:21.063>be <00:23:21.180>loaded <00:23:21.296>automatically <00:23:21.413>or <00:23:21.530>when <00:23:21.646>referenced? <00:23:21.763>If <00:23:21.880>by

00:23:22.910 --> 00:23:22.920 align:start position:0%
<00:23:22.910>automatically <00:23:22.911>or <00:23:22.913>when <00:23:22.915>referenced? <00:23:22.917>If <00:23:22.919>by

00:23:22.920 --> 00:23:24.190 align:start position:0%
<00:23:22.920>automatically <00:23:23.034>or <00:23:23.148>when <00:23:23.262>referenced? <00:23:23.377>If <00:23:23.491>by <00:23:23.605>reference, <00:23:23.720>what <00:23:23.834>is <00:23:23.948>the <00:23:24.063>difference

00:23:24.190 --> 00:23:24.200 align:start position:0%
<00:23:24.190>reference, <00:23:24.192>what <00:23:24.194>is <00:23:24.196>the <00:23:24.199>difference

00:23:24.200 --> 00:23:25.750 align:start position:0%
<00:23:24.200>reference, <00:23:24.374>what <00:23:24.548>is <00:23:24.723>the <00:23:24.897>difference <00:23:25.071>between <00:23:25.246>instructions.markdown <00:23:25.420>and <00:23:25.595>the

00:23:25.750 --> 00:23:25.760 align:start position:0%
<00:23:25.750>between <00:23:25.753>instructions.markdown <00:23:25.756>and <00:23:25.759>the

00:23:25.760 --> 00:23:27.230 align:start position:0%
<00:23:25.760>between <00:23:25.980>instructions.markdown <00:23:26.201>and <00:23:26.421>the <00:23:26.642>normal <00:23:26.862>markdown <00:23:27.083>file?

00:23:27.230 --> 00:23:27.240 align:start position:0%
<00:23:27.230>normal <00:23:27.234>markdown <00:23:27.239>file?

00:23:27.240 --> 00:23:28.750 align:start position:0%
<00:23:27.240>normal <00:23:27.375>markdown <00:23:27.511>file? <00:23:27.647>&gt;&gt; <00:23:27.783>Okay, <00:23:27.919>so <00:23:28.055>the <00:23:28.191>question <00:23:28.327>is <00:23:28.463>about <00:23:28.599>um

00:23:28.750 --> 00:23:28.760 align:start position:0%
<00:23:28.750>&gt;&gt; <00:23:28.751>Okay, <00:23:28.752>so <00:23:28.753>the <00:23:28.755>question <00:23:28.756>is <00:23:28.757>about <00:23:28.759>um

00:23:28.760 --> 00:23:30.230 align:start position:0%
<00:23:28.760>&gt;&gt; <00:23:28.854>Okay, <00:23:28.949>so <00:23:29.043>the <00:23:29.138>question <00:23:29.232>is <00:23:29.327>about <00:23:29.421>um <00:23:29.516>instructions <00:23:29.610>files. <00:23:29.705>So <00:23:29.799>if <00:23:29.894>you <00:23:29.988>have <00:23:30.083>a

00:23:30.230 --> 00:23:30.240 align:start position:0%
<00:23:30.230>instructions <00:23:30.231>files. <00:23:30.233>So <00:23:30.234>if <00:23:30.236>you <00:23:30.237>have <00:23:30.239>a

00:23:30.240 --> 00:23:32.110 align:start position:0%
<00:23:30.240>instructions <00:23:30.356>files. <00:23:30.473>So <00:23:30.590>if <00:23:30.706>you <00:23:30.823>have <00:23:30.940>a <00:23:31.056>global <00:23:31.173>instructions <00:23:31.290>files, <00:23:31.406>you <00:23:31.523>want <00:23:31.640>them

00:23:32.110 --> 00:23:32.120 align:start position:0%
<00:23:32.110>global <00:23:32.111>instructions <00:23:32.113>files, <00:23:32.115>you <00:23:32.117>want <00:23:32.119>them

00:23:32.120 --> 00:23:33.670 align:start position:0%
<00:23:32.120>global <00:23:32.236>instructions <00:23:32.352>files, <00:23:32.468>you <00:23:32.585>want <00:23:32.701>them <00:23:32.817>to <00:23:32.933>be <00:23:33.050>referenced <00:23:33.166>always <00:23:33.282>and <00:23:33.398>at <00:23:33.515>all

00:23:33.670 --> 00:23:33.680 align:start position:0%
<00:23:33.670>to <00:23:33.671>be <00:23:33.673>referenced <00:23:33.674>always <00:23:33.676>and <00:23:33.677>at <00:23:33.679>all

00:23:33.680 --> 00:23:35.590 align:start position:0%
<00:23:33.680>to <00:23:33.796>be <00:23:33.913>referenced <00:23:34.030>always <00:23:34.146>and <00:23:34.263>at <00:23:34.380>all <00:23:34.496>times. <00:23:34.613>You <00:23:34.730>can <00:23:34.846>then <00:23:34.963>have <00:23:35.080>specific

00:23:35.590 --> 00:23:35.600 align:start position:0%
<00:23:35.590>times. <00:23:35.591>You <00:23:35.593>can <00:23:35.595>then <00:23:35.597>have <00:23:35.599>specific

00:23:35.600 --> 00:23:36.830 align:start position:0%
<00:23:35.600>times. <00:23:35.710>You <00:23:35.821>can <00:23:35.932>then <00:23:36.042>have <00:23:36.153>specific <00:23:36.264>instructions <00:23:36.374>files <00:23:36.485>that <00:23:36.596>are <00:23:36.706>more

00:23:36.830 --> 00:23:36.840 align:start position:0%
<00:23:36.830>instructions <00:23:36.832>files <00:23:36.834>that <00:23:36.836>are <00:23:36.839>more

00:23:36.840 --> 00:23:38.910 align:start position:0%
<00:23:36.840>instructions <00:23:36.947>files <00:23:37.055>that <00:23:37.163>are <00:23:37.270>more <00:23:37.378>specific <00:23:37.486>to <00:23:37.593>a <00:23:37.701>project <00:23:37.809>or <00:23:37.916>you <00:23:38.024>can <00:23:38.132>have <00:23:38.240>a

00:23:38.910 --> 00:23:38.920 align:start position:0%
<00:23:38.910>specific <00:23:38.911>to <00:23:38.912>a <00:23:38.913>project <00:23:38.914>or <00:23:38.915>you <00:23:38.916>can <00:23:38.917>have <00:23:38.919>a

00:23:38.920 --> 00:23:41.590 align:start position:0%
<00:23:38.920>specific <00:23:39.020>to <00:23:39.120>a <00:23:39.220>project <00:23:39.320>or <00:23:39.420>you <00:23:39.520>can <00:23:39.620>have <00:23:39.720>a <00:23:39.820>security <00:23:39.920>instructions <00:23:40.020>file <00:23:40.120>um <00:23:40.220>and <00:23:40.320>then

00:23:41.590 --> 00:23:41.600 align:start position:0%
<00:23:41.590>security <00:23:41.591>instructions <00:23:41.593>file <00:23:41.595>um <00:23:41.597>and <00:23:41.599>then

00:23:41.600 --> 00:23:43.670 align:start position:0%
<00:23:41.600>security <00:23:41.707>instructions <00:23:41.815>file <00:23:41.923>um <00:23:42.030>and <00:23:42.138>then <00:23:42.246>you <00:23:42.353>can <00:23:42.461>use <00:23:42.569>the <00:23:42.676>apply <00:23:42.784>to <00:23:42.892>filter. <00:23:43.000>So

00:23:43.670 --> 00:23:43.680 align:start position:0%
<00:23:43.670>you <00:23:43.671>can <00:23:43.672>use <00:23:43.673>the <00:23:43.675>apply <00:23:43.676>to <00:23:43.677>filter. <00:23:43.679>So

00:23:43.680 --> 00:23:44.830 align:start position:0%
<00:23:43.680>you <00:23:43.759>can <00:23:43.839>use <00:23:43.918>the <00:23:43.998>apply <00:23:44.078>to <00:23:44.157>filter. <00:23:44.237>So <00:23:44.316>meaning <00:23:44.396>it <00:23:44.476>doesn't <00:23:44.555>have <00:23:44.635>to <00:23:44.715>apply

00:23:44.830 --> 00:23:44.840 align:start position:0%
<00:23:44.830>meaning <00:23:44.831>it <00:23:44.833>doesn't <00:23:44.835>have <00:23:44.837>to <00:23:44.839>apply

00:23:44.840 --> 00:23:46.270 align:start position:0%
<00:23:44.840>meaning <00:23:44.947>it <00:23:45.054>doesn't <00:23:45.161>have <00:23:45.269>to <00:23:45.376>apply <00:23:45.483>globally. <00:23:45.590>You <00:23:45.697>put <00:23:45.805>it <00:23:45.912>in <00:23:46.019>a <00:23:46.127>dot

00:23:46.270 --> 00:23:46.280 align:start position:0%
<00:23:46.270>globally. <00:23:46.271>You <00:23:46.273>put <00:23:46.274>it <00:23:46.276>in <00:23:46.277>a <00:23:46.279>dot

00:23:46.280 --> 00:23:48.270 align:start position:0%
<00:23:46.280>globally. <00:23:46.387>You <00:23:46.495>put <00:23:46.603>it <00:23:46.710>in <00:23:46.818>a <00:23:46.926>dot <00:23:47.033>instructions <00:23:47.141>file <00:23:47.249>and <00:23:47.356>you <00:23:47.464>can <00:23:47.572>say <00:23:47.680>apply

00:23:48.270 --> 00:23:48.280 align:start position:0%
<00:23:48.270>instructions <00:23:48.271>file <00:23:48.273>and <00:23:48.274>you <00:23:48.276>can <00:23:48.277>say <00:23:48.279>apply

00:23:48.280 --> 00:23:49.790 align:start position:0%
<00:23:48.280>instructions <00:23:48.384>file <00:23:48.489>and <00:23:48.593>you <00:23:48.698>can <00:23:48.802>say <00:23:48.907>apply <00:23:49.011>to <00:23:49.116>these <00:23:49.220>folders <00:23:49.325>or <00:23:49.429>apply <00:23:49.534>to <00:23:49.639>these

00:23:49.790 --> 00:23:49.800 align:start position:0%
<00:23:49.790>to <00:23:49.791>these <00:23:49.793>folders <00:23:49.794>or <00:23:49.796>apply <00:23:49.797>to <00:23:49.799>these

00:23:49.800 --> 00:23:51.350 align:start position:0%
<00:23:49.800>to <00:23:49.907>these <00:23:50.014>folders <00:23:50.121>or <00:23:50.229>apply <00:23:50.336>to <00:23:50.443>these <00:23:50.551>conditions. <00:23:50.658>So <00:23:50.765>you <00:23:50.873>can <00:23:50.980>get <00:23:51.087>very <00:23:51.195>granular

00:23:51.350 --> 00:23:51.360 align:start position:0%
<00:23:51.350>conditions. <00:23:51.351>So <00:23:51.352>you <00:23:51.354>can <00:23:51.356>get <00:23:51.357>very <00:23:51.359>granular

00:23:51.360 --> 00:23:53.390 align:start position:0%
<00:23:51.360>conditions. <00:23:51.487>So <00:23:51.614>you <00:23:51.741>can <00:23:51.869>get <00:23:51.996>very <00:23:52.123>granular <00:23:52.250>with <00:23:52.378>how <00:23:52.505>you <00:23:52.632>apply <00:23:52.760>them.

00:23:53.390 --> 00:23:53.400 align:start position:0%
<00:23:53.390>with <00:23:53.392>how <00:23:53.394>you <00:23:53.396>apply <00:23:53.399>them.

00:23:53.400 --> 00:23:55.910 align:start position:0%
<00:23:53.400>with <00:23:53.527>how <00:23:53.654>you <00:23:53.781>apply <00:23:53.909>them. <00:23:54.036>&gt;&gt; <00:23:54.163>And <00:23:54.290>uh <00:23:54.418>another <00:23:54.545>question <00:23:54.672>is <00:23:54.800>does

00:23:55.910 --> 00:23:55.920 align:start position:0%
<00:23:55.910>&gt;&gt; <00:23:55.911>And <00:23:55.913>uh <00:23:55.914>another <00:23:55.916>question <00:23:55.917>is <00:23:55.919>does

00:23:55.920 --> 00:23:57.670 align:start position:0%
<00:23:55.920>&gt;&gt; <00:23:56.036>And <00:23:56.153>uh <00:23:56.270>another <00:23:56.386>question <00:23:56.503>is <00:23:56.620>does <00:23:56.736>does <00:23:56.853>a <00:23:56.970>prompt.markdown <00:23:57.086>file <00:23:57.203>still <00:23:57.320>make

00:23:57.670 --> 00:23:57.680 align:start position:0%
<00:23:57.670>does <00:23:57.671>a <00:23:57.673>prompt.markdown <00:23:57.675>file <00:23:57.677>still <00:23:57.679>make

00:23:57.680 --> 00:24:00.390 align:start position:0%
<00:23:57.680>does <00:23:57.796>a <00:23:57.913>prompt.markdown <00:23:58.030>file <00:23:58.146>still <00:23:58.263>make <00:23:58.380>sense? <00:23:58.496>It <00:23:58.613>can <00:23:58.730>always <00:23:58.846>be <00:23:58.963>a <00:23:59.080>skill.

00:24:00.390 --> 00:24:00.400 align:start position:0%
<00:24:00.390>sense? <00:24:00.391>It <00:24:00.393>can <00:24:00.394>always <00:24:00.396>be <00:24:00.397>a <00:24:00.399>skill.

00:24:00.400 --> 00:24:01.350 align:start position:0%
<00:24:00.400>sense? <00:24:00.471>It <00:24:00.542>can <00:24:00.613>always <00:24:00.685>be <00:24:00.756>a <00:24:00.827>skill. <00:24:00.898>&gt;&gt; <00:24:00.970>So <00:24:01.041>I <00:24:01.112>say <00:24:01.183>that <00:24:01.254>again?

00:24:01.350 --> 00:24:01.360 align:start position:0%
<00:24:01.350>&gt;&gt; <00:24:01.351>So <00:24:01.353>I <00:24:01.355>say <00:24:01.357>that <00:24:01.359>again?

00:24:01.360 --> 00:24:02.590 align:start position:0%
<00:24:01.360>&gt;&gt; <00:24:01.452>So <00:24:01.544>I <00:24:01.636>say <00:24:01.728>that <00:24:01.821>again? <00:24:01.913>&gt;&gt; <00:24:02.005>Like <00:24:02.098>the <00:24:02.190>the <00:24:02.282>that's <00:24:02.374>literally <00:24:02.466>the

00:24:02.590 --> 00:24:02.600 align:start position:0%
<00:24:02.590>&gt;&gt; <00:24:02.591>Like <00:24:02.592>the <00:24:02.594>the <00:24:02.596>that's <00:24:02.597>literally <00:24:02.599>the

00:24:02.600 --> 00:24:03.390 align:start position:0%
<00:24:02.600>&gt;&gt; <00:24:02.701>Like <00:24:02.803>the <00:24:02.904>the <00:24:03.006>that's <00:24:03.107>literally <00:24:03.209>the <00:24:03.311>question.

00:24:03.390 --> 00:24:03.400 align:start position:0%
question.

00:24:03.400 --> 00:24:05.750 align:start position:0%
<00:24:03.400>question. <00:24:03.600>&gt;&gt; <00:24:03.800>Uh <00:24:04.000>does <00:24:04.200>a <00:24:04.400>prompt.markdown <00:24:04.600>still <00:24:04.800>make

00:24:05.750 --> 00:24:05.760 align:start position:0%
<00:24:05.750>&gt;&gt; <00:24:05.751>Uh <00:24:05.753>does <00:24:05.754>a <00:24:05.756>prompt.markdown <00:24:05.757>still <00:24:05.759>make

00:24:05.760 --> 00:24:07.510 align:start position:0%
<00:24:05.760>&gt;&gt; <00:24:05.860>Uh <00:24:05.960>does <00:24:06.060>a <00:24:06.160>prompt.markdown <00:24:06.260>still <00:24:06.360>make <00:24:06.460>sense? <00:24:06.560>It <00:24:06.660>can <00:24:06.760>always <00:24:06.860>be <00:24:06.960>a <00:24:07.060>skill, <00:24:07.160>right?

00:24:07.510 --> 00:24:07.520 align:start position:0%
<00:24:07.510>sense? <00:24:07.511>It <00:24:07.512>can <00:24:07.513>always <00:24:07.515>be <00:24:07.516>a <00:24:07.517>skill, <00:24:07.519>right?

00:24:07.520 --> 00:24:09.910 align:start position:0%
<00:24:07.520>sense? <00:24:07.607>It <00:24:07.695>can <00:24:07.782>always <00:24:07.870>be <00:24:07.957>a <00:24:08.045>skill, <00:24:08.132>right? <00:24:08.220>Yes, <00:24:08.307>a <00:24:08.395>prompt <00:24:08.482>can <00:24:08.570>always <00:24:08.657>be <00:24:08.745>a <00:24:08.832>skill. <00:24:08.920>Um

00:24:09.910 --> 00:24:09.920 align:start position:0%
<00:24:09.910>Yes, <00:24:09.911>a <00:24:09.912>prompt <00:24:09.913>can <00:24:09.914>always <00:24:09.915>be <00:24:09.916>a <00:24:09.917>skill. <00:24:09.919>Um

00:24:09.920 --> 00:24:12.030 align:start position:0%
<00:24:09.920>Yes, <00:24:10.002>a <00:24:10.084>prompt <00:24:10.167>can <00:24:10.249>always <00:24:10.331>be <00:24:10.414>a <00:24:10.496>skill. <00:24:10.578>Um <00:24:10.661>so <00:24:10.743>I <00:24:10.825>have <00:24:10.908>used <00:24:10.990>prompt <00:24:11.072>files <00:24:11.155>in <00:24:11.237>the <00:24:11.320>past,

00:24:12.030 --> 00:24:12.040 align:start position:0%
<00:24:12.030>so <00:24:12.031>I <00:24:12.032>have <00:24:12.033>used <00:24:12.034>prompt <00:24:12.035>files <00:24:12.036>in <00:24:12.037>the <00:24:12.039>past,

00:24:12.040 --> 00:24:13.710 align:start position:0%
<00:24:12.040>so <00:24:12.122>I <00:24:12.204>have <00:24:12.287>used <00:24:12.369>prompt <00:24:12.451>files <00:24:12.534>in <00:24:12.616>the <00:24:12.698>past, <00:24:12.781>but <00:24:12.863>I <00:24:12.945>tend <00:24:13.028>to <00:24:13.110>apply <00:24:13.192>them <00:24:13.275>as <00:24:13.357>skills <00:24:13.440>now

00:24:13.710 --> 00:24:13.720 align:start position:0%
<00:24:13.710>but <00:24:13.711>I <00:24:13.712>tend <00:24:13.713>to <00:24:13.714>apply <00:24:13.715>them <00:24:13.716>as <00:24:13.717>skills <00:24:13.719>now

00:24:13.720 --> 00:24:15.510 align:start position:0%
<00:24:13.720>but <00:24:13.807>I <00:24:13.895>tend <00:24:13.982>to <00:24:14.070>apply <00:24:14.157>them <00:24:14.245>as <00:24:14.332>skills <00:24:14.420>now <00:24:14.507>instead <00:24:14.595>of <00:24:14.682>prompts. <00:24:14.770>What <00:24:14.857>I <00:24:14.945>found <00:24:15.032>is <00:24:15.120>the

00:24:15.510 --> 00:24:15.520 align:start position:0%
<00:24:15.510>instead <00:24:15.511>of <00:24:15.512>prompts. <00:24:15.513>What <00:24:15.515>I <00:24:15.516>found <00:24:15.517>is <00:24:15.519>the

00:24:15.520 --> 00:24:16.950 align:start position:0%
<00:24:15.520>instead <00:24:15.619>of <00:24:15.718>prompts. <00:24:15.817>What <00:24:15.916>I <00:24:16.015>found <00:24:16.114>is <00:24:16.213>the <00:24:16.312>prompt <00:24:16.411>files <00:24:16.510>were <00:24:16.609>giving <00:24:16.708>prompts <00:24:16.807>to

00:24:16.950 --> 00:24:16.960 align:start position:0%
<00:24:16.950>prompt <00:24:16.951>files <00:24:16.953>were <00:24:16.955>giving <00:24:16.957>prompts <00:24:16.959>to

00:24:16.960 --> 00:24:18.990 align:start position:0%
<00:24:16.960>prompt <00:24:17.076>files <00:24:17.193>were <00:24:17.310>giving <00:24:17.426>prompts <00:24:17.543>to <00:24:17.660>Copilot, <00:24:17.776>but <00:24:17.893>I <00:24:18.010>prefer <00:24:18.126>to <00:24:18.243>give <00:24:18.360>Copilot

00:24:18.990 --> 00:24:19.000 align:start position:0%
<00:24:18.990>Copilot, <00:24:18.991>but <00:24:18.993>I <00:24:18.994>prefer <00:24:18.996>to <00:24:18.997>give <00:24:18.999>Copilot

00:24:19.000 --> 00:24:20.790 align:start position:0%
<00:24:19.000>Copilot, <00:24:19.116>but <00:24:19.233>I <00:24:19.350>prefer <00:24:19.466>to <00:24:19.583>give <00:24:19.700>Copilot <00:24:19.816>the <00:24:19.933>skills, <00:24:20.050>especially <00:24:20.166>with <00:24:20.283>the <00:24:20.400>agentic

00:24:20.790 --> 00:24:20.800 align:start position:0%
<00:24:20.790>the <00:24:20.791>skills, <00:24:20.793>especially <00:24:20.795>with <00:24:20.797>the <00:24:20.799>agentic

00:24:20.800 --> 00:24:22.310 align:start position:0%
<00:24:20.800>the <00:24:20.904>skills, <00:24:21.009>especially <00:24:21.113>with <00:24:21.218>the <00:24:21.322>agentic <00:24:21.427>side. <00:24:21.531>It's <00:24:21.636>a <00:24:21.740>lot <00:24:21.845>more <00:24:21.949>accurate <00:24:22.054>and <00:24:22.158>the

00:24:22.310 --> 00:24:22.320 align:start position:0%
<00:24:22.310>side. <00:24:22.311>It's <00:24:22.312>a <00:24:22.313>lot <00:24:22.315>more <00:24:22.316>accurate <00:24:22.317>and <00:24:22.319>the

00:24:22.320 --> 00:24:24.630 align:start position:0%
<00:24:22.320>side. <00:24:22.407>It's <00:24:22.495>a <00:24:22.582>lot <00:24:22.669>more <00:24:22.757>accurate <00:24:22.845>and <00:24:22.932>the <00:24:23.020>output <00:24:23.107>has <00:24:23.195>been <00:24:23.282>a <00:24:23.370>lot <00:24:23.457>more <00:24:23.544>um <00:24:23.632>more <00:24:23.720>to

00:24:24.630 --> 00:24:24.640 align:start position:0%
<00:24:24.630>output <00:24:24.631>has <00:24:24.632>been <00:24:24.633>a <00:24:24.634>lot <00:24:24.635>more <00:24:24.636>um <00:24:24.637>more <00:24:24.639>to

00:24:24.640 --> 00:24:25.750 align:start position:0%
<00:24:24.640>output <00:24:24.698>has <00:24:24.757>been <00:24:24.816>a <00:24:24.875>lot <00:24:24.933>more <00:24:24.992>um <00:24:25.051>more <00:24:25.110>to <00:24:25.168>what <00:24:25.227>I'm <00:24:25.286>aligned <00:24:25.345>to <00:24:25.403>and <00:24:25.462>what <00:24:25.521>I <00:24:25.580>want <00:24:25.639>to

00:24:25.750 --> 00:24:25.760 align:start position:0%
<00:24:25.750>what <00:24:25.751>I'm <00:24:25.752>aligned <00:24:25.753>to <00:24:25.754>and <00:24:25.755>what <00:24:25.756>I <00:24:25.757>want <00:24:25.759>to

00:24:25.760 --> 00:24:26.990 align:start position:0%
<00:24:25.760>what <00:24:25.883>I'm <00:24:26.006>aligned <00:24:26.129>to <00:24:26.252>and <00:24:26.375>what <00:24:26.498>I <00:24:26.621>want <00:24:26.744>to <00:24:26.867>see.

00:24:26.990 --> 00:24:27.000 align:start position:0%
see.

00:24:27.000 --> 00:24:29.270 align:start position:0%
<00:24:27.000>see. <00:24:27.140>&gt;&gt; <00:24:27.280>Uh <00:24:27.420>and <00:24:27.560>the <00:24:27.700>last <00:24:27.840>question <00:24:27.980>um <00:24:28.120>which <00:24:28.260>of <00:24:28.400>the

00:24:29.270 --> 00:24:29.280 align:start position:0%
<00:24:29.270>&gt;&gt; <00:24:29.271>Uh <00:24:29.272>and <00:24:29.273>the <00:24:29.274>last <00:24:29.275>question <00:24:29.276>um <00:24:29.277>which <00:24:29.278>of <00:24:29.279>the

00:24:29.280 --> 00:24:31.670 align:start position:0%
<00:24:29.280>&gt;&gt; <00:24:29.379>Uh <00:24:29.480>and <00:24:29.580>the <00:24:29.680>last <00:24:29.780>question <00:24:29.879>um <00:24:29.980>which <00:24:30.080>of <00:24:30.180>the <00:24:30.280>custom <00:24:30.379>agents <00:24:30.480>agent <00:24:30.580>skills <00:24:30.680>instructions

00:24:31.670 --> 00:24:31.680 align:start position:0%
<00:24:31.670>custom <00:24:31.672>agents <00:24:31.674>agent <00:24:31.676>skills <00:24:31.679>instructions

00:24:31.680 --> 00:24:32.670 align:start position:0%
<00:24:31.680>custom <00:24:31.858>agents <00:24:32.036>agent <00:24:32.214>skills <00:24:32.392>instructions <00:24:32.571>files

00:24:32.670 --> 00:24:32.680 align:start position:0%
files

00:24:32.680 --> 00:24:34.510 align:start position:0%
<00:24:32.680>files <00:24:32.855>um <00:24:33.030>did <00:24:33.205>you <00:24:33.380>find <00:24:33.555>the <00:24:33.730>most <00:24:33.905>challenging <00:24:34.080>to

00:24:34.510 --> 00:24:34.520 align:start position:0%
<00:24:34.510>um <00:24:34.511>did <00:24:34.512>you <00:24:34.513>find <00:24:34.515>the <00:24:34.516>most <00:24:34.517>challenging <00:24:34.519>to

00:24:34.520 --> 00:24:36.790 align:start position:0%
<00:24:34.520>um <00:24:34.636>did <00:24:34.753>you <00:24:34.870>find <00:24:34.986>the <00:24:35.103>most <00:24:35.220>challenging <00:24:35.336>to <00:24:35.453>start <00:24:35.570>with <00:24:35.686>or <00:24:35.803>keep <00:24:35.920>updated?

00:24:36.790 --> 00:24:36.800 align:start position:0%
<00:24:36.790>start <00:24:36.792>with <00:24:36.794>or <00:24:36.796>keep <00:24:36.799>updated?

00:24:36.800 --> 00:24:38.310 align:start position:0%
<00:24:36.800>start <00:24:36.904>with <00:24:37.009>or <00:24:37.113>keep <00:24:37.218>updated? <00:24:37.322>&gt;&gt; <00:24:37.427>So <00:24:37.531>the <00:24:37.636>question <00:24:37.740>was <00:24:37.845>what <00:24:37.949>is <00:24:38.054>the <00:24:38.158>most

00:24:38.310 --> 00:24:38.320 align:start position:0%
<00:24:38.310>&gt;&gt; <00:24:38.311>So <00:24:38.312>the <00:24:38.313>question <00:24:38.314>was <00:24:38.315>what <00:24:38.316>is <00:24:38.317>the <00:24:38.319>most

00:24:38.320 --> 00:24:39.990 align:start position:0%
<00:24:38.320>&gt;&gt; <00:24:38.407>So <00:24:38.495>the <00:24:38.582>question <00:24:38.669>was <00:24:38.757>what <00:24:38.845>is <00:24:38.932>the <00:24:39.020>most <00:24:39.107>challenging <00:24:39.195>to <00:24:39.282>keep <00:24:39.370>up <00:24:39.457>to <00:24:39.544>date <00:24:39.632>with <00:24:39.720>and

00:24:39.990 --> 00:24:40.000 align:start position:0%
<00:24:39.990>challenging <00:24:39.991>to <00:24:39.992>keep <00:24:39.993>up <00:24:39.995>to <00:24:39.996>date <00:24:39.997>with <00:24:39.999>and

00:24:40.000 --> 00:24:41.350 align:start position:0%
<00:24:40.000>challenging <00:24:40.086>to <00:24:40.173>keep <00:24:40.260>up <00:24:40.347>to <00:24:40.433>date <00:24:40.520>with <00:24:40.607>and <00:24:40.694>to <00:24:40.781>work <00:24:40.867>with? <00:24:40.954>I <00:24:41.041>think <00:24:41.128>the <00:24:41.215>global

00:24:41.350 --> 00:24:41.360 align:start position:0%
<00:24:41.350>to <00:24:41.351>work <00:24:41.352>with? <00:24:41.354>I <00:24:41.356>think <00:24:41.357>the <00:24:41.359>global

00:24:41.360 --> 00:24:43.550 align:start position:0%
<00:24:41.360>to <00:24:41.467>work <00:24:41.575>with? <00:24:41.683>I <00:24:41.790>think <00:24:41.898>the <00:24:42.006>global <00:24:42.113>instructions <00:24:42.221>file <00:24:42.329>took <00:24:42.436>a <00:24:42.544>while <00:24:42.652>to <00:24:42.760>kind

00:24:43.550 --> 00:24:43.560 align:start position:0%
<00:24:43.550>instructions <00:24:43.551>file <00:24:43.553>took <00:24:43.554>a <00:24:43.556>while <00:24:43.557>to <00:24:43.559>kind

00:24:43.560 --> 00:24:44.870 align:start position:0%
<00:24:43.560>instructions <00:24:43.644>file <00:24:43.728>took <00:24:43.812>a <00:24:43.896>while <00:24:43.981>to <00:24:44.065>kind <00:24:44.149>of <00:24:44.233>figure <00:24:44.317>out <00:24:44.402>how <00:24:44.486>to <00:24:44.570>use <00:24:44.654>cuz <00:24:44.738>our

00:24:44.870 --> 00:24:44.880 align:start position:0%
<00:24:44.870>of <00:24:44.871>figure <00:24:44.872>out <00:24:44.873>how <00:24:44.875>to <00:24:44.876>use <00:24:44.877>cuz <00:24:44.879>our

00:24:44.880 --> 00:24:46.510 align:start position:0%
<00:24:44.880>of <00:24:44.987>figure <00:24:45.095>out <00:24:45.203>how <00:24:45.310>to <00:24:45.418>use <00:24:45.526>cuz <00:24:45.633>our <00:24:45.741>organization <00:24:45.849>had <00:24:45.956>to <00:24:46.064>evolve <00:24:46.172>into <00:24:46.280>that.

00:24:46.510 --> 00:24:46.520 align:start position:0%
<00:24:46.510>organization <00:24:46.511>had <00:24:46.513>to <00:24:46.515>evolve <00:24:46.517>into <00:24:46.519>that.

00:24:46.520 --> 00:24:48.230 align:start position:0%
<00:24:46.520>organization <00:24:46.627>had <00:24:46.735>to <00:24:46.843>evolve <00:24:46.950>into <00:24:47.058>that. <00:24:47.166>And <00:24:47.273>when <00:24:47.381>I <00:24:47.489>work <00:24:47.596>on <00:24:47.704>a <00:24:47.812>customer <00:24:47.920>project,

00:24:48.230 --> 00:24:48.240 align:start position:0%
<00:24:48.230>And <00:24:48.231>when <00:24:48.232>I <00:24:48.233>work <00:24:48.235>on <00:24:48.236>a <00:24:48.237>customer <00:24:48.239>project,

00:24:48.240 --> 00:24:50.350 align:start position:0%
<00:24:48.240>And <00:24:48.356>when <00:24:48.473>I <00:24:48.590>work <00:24:48.706>on <00:24:48.823>a <00:24:48.940>customer <00:24:49.056>project, <00:24:49.173>it's <00:24:49.290>the <00:24:49.406>same <00:24:49.523>thing. <00:24:49.640>Um

00:24:50.350 --> 00:24:50.360 align:start position:0%
<00:24:50.350>it's <00:24:50.352>the <00:24:50.354>same <00:24:50.356>thing. <00:24:50.359>Um

00:24:50.360 --> 00:24:52.390 align:start position:0%
<00:24:50.360>it's <00:24:50.487>the <00:24:50.614>same <00:24:50.741>thing. <00:24:50.869>Um <00:24:50.996>I <00:24:51.123>think <00:24:51.250>the <00:24:51.378>agent <00:24:51.505>skills <00:24:51.632>are <00:24:51.760>probably

00:24:52.390 --> 00:24:52.400 align:start position:0%
<00:24:52.390>I <00:24:52.391>think <00:24:52.393>the <00:24:52.394>agent <00:24:52.396>skills <00:24:52.397>are <00:24:52.399>probably

00:24:52.400 --> 00:24:54.110 align:start position:0%
<00:24:52.400>I <00:24:52.500>think <00:24:52.600>the <00:24:52.700>agent <00:24:52.800>skills <00:24:52.900>are <00:24:53.000>probably <00:24:53.100>the <00:24:53.200>easiest <00:24:53.300>cuz <00:24:53.400>I <00:24:53.500>know <00:24:53.600>exactly <00:24:53.700>what <00:24:53.800>I

00:24:54.110 --> 00:24:54.120 align:start position:0%
<00:24:54.110>the <00:24:54.111>easiest <00:24:54.112>cuz <00:24:54.113>I <00:24:54.115>know <00:24:54.116>exactly <00:24:54.117>what <00:24:54.119>I

00:24:54.120 --> 00:24:56.790 align:start position:0%
<00:24:54.120>the <00:24:54.213>easiest <00:24:54.306>cuz <00:24:54.399>I <00:24:54.493>know <00:24:54.586>exactly <00:24:54.679>what <00:24:54.773>I <00:24:54.866>want <00:24:54.959>someone <00:24:55.053>or <00:24:55.146>that <00:24:55.239>that <00:24:55.333>agent <00:24:55.426>to <00:24:55.520>do.

00:24:56.790 --> 00:24:56.800 align:start position:0%
<00:24:56.790>want <00:24:56.791>someone <00:24:56.792>or <00:24:56.793>that <00:24:56.795>that <00:24:56.796>agent <00:24:56.797>to <00:24:56.799>do.

00:24:56.800 --> 00:24:58.350 align:start position:0%
<00:24:56.800>want <00:24:56.893>someone <00:24:56.985>or <00:24:57.079>that <00:24:57.172>that <00:24:57.264>agent <00:24:57.358>to <00:24:57.451>do. <00:24:57.543>Um <00:24:57.637>and <00:24:57.730>the <00:24:57.822>skills <00:24:57.916>again <00:24:58.009>I <00:24:58.101>find <00:24:58.195>quite

00:24:58.350 --> 00:24:58.360 align:start position:0%
<00:24:58.350>Um <00:24:58.351>and <00:24:58.352>the <00:24:58.353>skills <00:24:58.355>again <00:24:58.356>I <00:24:58.357>find <00:24:58.359>quite

00:24:58.360 --> 00:25:00.030 align:start position:0%
<00:24:58.360>Um <00:24:58.459>and <00:24:58.560>the <00:24:58.659>skills <00:24:58.760>again <00:24:58.860>I <00:24:58.959>find <00:24:59.060>quite <00:24:59.159>easy. <00:24:59.260>I <00:24:59.360>find <00:24:59.459>the <00:24:59.560>instructions <00:24:59.659>files <00:24:59.760>are

00:25:00.030 --> 00:25:00.040 align:start position:0%
<00:25:00.030>easy. <00:25:00.031>I <00:25:00.033>find <00:25:00.034>the <00:25:00.036>instructions <00:25:00.037>files <00:25:00.039>are

00:25:00.040 --> 00:25:02.590 align:start position:0%
<00:25:00.040>easy. <00:25:00.133>I <00:25:00.226>find <00:25:00.320>the <00:25:00.413>instructions <00:25:00.506>files <00:25:00.600>are <00:25:00.693>changing <00:25:00.786>a <00:25:00.879>lot <00:25:00.973>more. <00:25:01.066>And <00:25:01.159>I <00:25:01.253>also <00:25:01.346>think <00:25:01.440>as

00:25:02.590 --> 00:25:02.600 align:start position:0%
<00:25:02.590>changing <00:25:02.591>a <00:25:02.592>lot <00:25:02.593>more. <00:25:02.594>And <00:25:02.595>I <00:25:02.596>also <00:25:02.597>think <00:25:02.599>as

00:25:02.600 --> 00:25:04.870 align:start position:0%
<00:25:02.600>changing <00:25:02.693>a <00:25:02.786>lot <00:25:02.879>more. <00:25:02.973>And <00:25:03.066>I <00:25:03.159>also <00:25:03.253>think <00:25:03.346>as <00:25:03.439>our <00:25:03.533>projects <00:25:03.626>evolve, <00:25:03.719>it's <00:25:03.813>easier <00:25:03.906>to <00:25:04.000>add

00:25:04.870 --> 00:25:04.880 align:start position:0%
<00:25:04.870>our <00:25:04.871>projects <00:25:04.873>evolve, <00:25:04.874>it's <00:25:04.876>easier <00:25:04.877>to <00:25:04.879>add

00:25:04.880 --> 00:25:07.190 align:start position:0%
<00:25:04.880>our <00:25:04.987>projects <00:25:05.095>evolve, <00:25:05.203>it's <00:25:05.310>easier <00:25:05.418>to <00:25:05.526>add <00:25:05.633>custom <00:25:05.741>skills <00:25:05.849>and <00:25:05.956>uh, <00:25:06.064>excuse <00:25:06.172>me, <00:25:06.280>add

00:25:07.190 --> 00:25:07.200 align:start position:0%
<00:25:07.190>custom <00:25:07.191>skills <00:25:07.193>and <00:25:07.194>uh, <00:25:07.196>excuse <00:25:07.197>me, <00:25:07.199>add

00:25:07.200 --> 00:25:09.350 align:start position:0%
<00:25:07.200>custom <00:25:07.300>skills <00:25:07.400>and <00:25:07.500>uh, <00:25:07.600>excuse <00:25:07.700>me, <00:25:07.800>add <00:25:07.900>custom <00:25:08.000>agents <00:25:08.100>and <00:25:08.200>skills <00:25:08.300>as <00:25:08.400>we <00:25:08.500>find <00:25:08.600>we

00:25:09.350 --> 00:25:09.360 align:start position:0%
<00:25:09.350>custom <00:25:09.351>agents <00:25:09.352>and <00:25:09.353>skills <00:25:09.355>as <00:25:09.356>we <00:25:09.357>find <00:25:09.359>we

00:25:09.360 --> 00:25:12.390 align:start position:0%
<00:25:09.360>custom <00:25:09.515>agents <00:25:09.671>and <00:25:09.826>skills <00:25:09.982>as <00:25:10.137>we <00:25:10.293>find <00:25:10.448>we <00:25:10.604>need <00:25:10.760>them.

00:25:12.400 --> 00:25:14.950 align:start position:0%
<00:25:12.400>&gt;&gt; <00:25:12.575>Uh, <00:25:12.750>someone <00:25:12.925>is <00:25:13.100>saying <00:25:13.275>the <00:25:13.450>apply <00:25:13.625>to <00:25:13.800>in

00:25:14.950 --> 00:25:14.960 align:start position:0%
<00:25:14.950>&gt;&gt; <00:25:14.951>Uh, <00:25:14.952>someone <00:25:14.953>is <00:25:14.954>saying <00:25:14.955>the <00:25:14.956>apply <00:25:14.957>to <00:25:14.959>in

00:25:14.960 --> 00:25:16.990 align:start position:0%
<00:25:14.960>&gt;&gt; <00:25:15.067>Uh, <00:25:15.175>someone <00:25:15.283>is <00:25:15.390>saying <00:25:15.498>the <00:25:15.606>apply <00:25:15.713>to <00:25:15.821>in <00:25:15.929>instructions <00:25:16.036>are <00:25:16.144>sometimes <00:25:16.252>ignored. <00:25:16.360>How

00:25:16.990 --> 00:25:17.000 align:start position:0%
<00:25:16.990>instructions <00:25:16.992>are <00:25:16.994>sometimes <00:25:16.996>ignored. <00:25:16.999>How

00:25:17.000 --> 00:25:18.030 align:start position:0%
<00:25:17.000>instructions <00:25:17.115>are <00:25:17.231>sometimes <00:25:17.347>ignored. <00:25:17.463>How <00:25:17.579>can <00:25:17.695>we <00:25:17.811>fix <00:25:17.927>that?

00:25:18.030 --> 00:25:18.040 align:start position:0%
<00:25:18.030>can <00:25:18.033>we <00:25:18.036>fix <00:25:18.039>that?

00:25:18.040 --> 00:25:20.390 align:start position:0%
<00:25:18.040>can <00:25:18.167>we <00:25:18.294>fix <00:25:18.421>that? <00:25:18.549>&gt;&gt; <00:25:18.676>So, <00:25:18.803>the <00:25:18.930>is <00:25:19.058>apply <00:25:19.185>to <00:25:19.312>sometimes <00:25:19.440>ignored?

00:25:20.390 --> 00:25:20.400 align:start position:0%
<00:25:20.390>&gt;&gt; <00:25:20.391>So, <00:25:20.392>the <00:25:20.393>is <00:25:20.395>apply <00:25:20.396>to <00:25:20.397>sometimes <00:25:20.399>ignored?

00:25:20.400 --> 00:25:21.670 align:start position:0%
<00:25:20.400>&gt;&gt; <00:25:20.481>So, <00:25:20.563>the <00:25:20.644>is <00:25:20.726>apply <00:25:20.808>to <00:25:20.889>sometimes <00:25:20.971>ignored? <00:25:21.053>Yes. <00:25:21.134>So, <00:25:21.216>you <00:25:21.298>can <00:25:21.379>either <00:25:21.461>add <00:25:21.543>the

00:25:21.670 --> 00:25:21.680 align:start position:0%
<00:25:21.670>Yes. <00:25:21.671>So, <00:25:21.673>you <00:25:21.674>can <00:25:21.676>either <00:25:21.677>add <00:25:21.679>the

00:25:21.680 --> 00:25:23.150 align:start position:0%
<00:25:21.680>Yes. <00:25:21.790>So, <00:25:21.900>you <00:25:22.010>can <00:25:22.121>either <00:25:22.231>add <00:25:22.341>the <00:25:22.451>instructions <00:25:22.562>files <00:25:22.672>when <00:25:22.782>you're <00:25:22.892>in <00:25:23.003>VS

00:25:23.150 --> 00:25:23.160 align:start position:0%
<00:25:23.150>instructions <00:25:23.151>files <00:25:23.153>when <00:25:23.155>you're <00:25:23.157>in <00:25:23.159>VS

00:25:23.160 --> 00:25:25.590 align:start position:0%
<00:25:23.160>instructions <00:25:23.267>files <00:25:23.375>when <00:25:23.483>you're <00:25:23.590>in <00:25:23.698>VS <00:25:23.806>code <00:25:23.913>or <00:25:24.021>asking <00:25:24.129>Copilot <00:25:24.236>to <00:25:24.344>pull <00:25:24.452>them <00:25:24.560>in,

00:25:25.590 --> 00:25:25.600 align:start position:0%
<00:25:25.590>code <00:25:25.591>or <00:25:25.592>asking <00:25:25.593>Copilot <00:25:25.595>to <00:25:25.596>pull <00:25:25.597>them <00:25:25.599>in,

00:25:25.600 --> 00:25:29.150 align:start position:0%
<00:25:25.600>code <00:25:25.699>or <00:25:25.800>asking <00:25:25.899>Copilot <00:25:26.000>to <00:25:26.100>pull <00:25:26.199>them <00:25:26.300>in, <00:25:26.399>you <00:25:26.500>can <00:25:26.600>add <00:25:26.699>that <00:25:26.800>context <00:25:26.899>to <00:25:27.000>it.

00:25:29.150 --> 00:25:29.160 align:start position:0%
<00:25:29.150>you <00:25:29.151>can <00:25:29.153>add <00:25:29.154>that <00:25:29.156>context <00:25:29.157>to <00:25:29.159>it.

00:25:29.160 --> 00:25:31.630 align:start position:0%
<00:25:29.160>you <00:25:29.276>can <00:25:29.393>add <00:25:29.510>that <00:25:29.626>context <00:25:29.743>to <00:25:29.860>it. <00:25:29.976>And <00:25:30.093>then <00:25:30.210>if <00:25:30.326>it's <00:25:30.443>not <00:25:30.560>always

00:25:31.630 --> 00:25:31.640 align:start position:0%
<00:25:31.630>And <00:25:31.631>then <00:25:31.633>if <00:25:31.635>it's <00:25:31.637>not <00:25:31.639>always

00:25:31.640 --> 00:25:33.790 align:start position:0%
<00:25:31.640>And <00:25:31.747>then <00:25:31.855>if <00:25:31.963>it's <00:25:32.070>not <00:25:32.178>always <00:25:32.286>uh, <00:25:32.393>including <00:25:32.501>it, <00:25:32.609>we <00:25:32.716>can <00:25:32.824>also <00:25:32.932>look <00:25:33.040>at

00:25:33.790 --> 00:25:33.800 align:start position:0%
<00:25:33.790>uh, <00:25:33.791>including <00:25:33.792>it, <00:25:33.793>we <00:25:33.795>can <00:25:33.796>also <00:25:33.797>look <00:25:33.799>at

00:25:33.800 --> 00:25:35.590 align:start position:0%
<00:25:33.800>uh, <00:25:33.899>including <00:25:34.000>it, <00:25:34.100>we <00:25:34.200>can <00:25:34.300>also <00:25:34.399>look <00:25:34.500>at <00:25:34.600>maybe <00:25:34.700>the <00:25:34.800>format <00:25:34.899>of <00:25:35.000>the <00:25:35.100>markdown. <00:25:35.200>I

00:25:35.590 --> 00:25:35.600 align:start position:0%
<00:25:35.590>maybe <00:25:35.591>the <00:25:35.592>format <00:25:35.594>of <00:25:35.596>the <00:25:35.597>markdown. <00:25:35.599>I

00:25:35.600 --> 00:25:36.470 align:start position:0%
<00:25:35.600>maybe <00:25:35.711>the <00:25:35.823>format <00:25:35.935>of <00:25:36.047>the <00:25:36.159>markdown. <00:25:36.271>I <00:25:36.383>would

00:25:36.470 --> 00:25:36.480 align:start position:0%
would

00:25:36.480 --> 00:25:38.750 align:start position:0%
<00:25:36.480>would <00:25:36.760>also <00:25:37.040>potentially <00:25:37.320>open <00:25:37.600>up <00:25:37.880>a

00:25:38.750 --> 00:25:38.760 align:start position:0%
<00:25:38.750>also <00:25:38.752>potentially <00:25:38.754>open <00:25:38.756>up <00:25:38.759>a

00:25:38.760 --> 00:25:40.590 align:start position:0%
<00:25:38.760>also <00:25:38.867>potentially <00:25:38.975>open <00:25:39.083>up <00:25:39.190>a <00:25:39.298>support <00:25:39.406>case <00:25:39.513>with <00:25:39.621>us <00:25:39.729>and <00:25:39.836>we <00:25:39.944>can <00:25:40.052>look <00:25:40.160>at

00:25:40.590 --> 00:25:40.600 align:start position:0%
<00:25:40.590>support <00:25:40.591>case <00:25:40.592>with <00:25:40.593>us <00:25:40.594>and <00:25:40.595>we <00:25:40.596>can <00:25:40.597>look <00:25:40.599>at

00:25:40.600 --> 00:25:42.670 align:start position:0%
<00:25:40.600>support <00:25:40.682>case <00:25:40.764>with <00:25:40.847>us <00:25:40.929>and <00:25:41.011>we <00:25:41.094>can <00:25:41.176>look <00:25:41.258>at <00:25:41.341>it <00:25:41.423>further <00:25:41.505>as <00:25:41.588>well. <00:25:41.670>So, <00:25:41.752>we <00:25:41.835>do <00:25:41.917>ask <00:25:42.000>that

00:25:42.670 --> 00:25:42.680 align:start position:0%
<00:25:42.670>it <00:25:42.671>further <00:25:42.672>as <00:25:42.673>well. <00:25:42.674>So, <00:25:42.675>we <00:25:42.676>do <00:25:42.677>ask <00:25:42.679>that

00:25:42.680 --> 00:25:44.790 align:start position:0%
<00:25:42.680>it <00:25:42.773>further <00:25:42.866>as <00:25:42.960>well. <00:25:43.053>So, <00:25:43.146>we <00:25:43.240>do <00:25:43.333>ask <00:25:43.426>that <00:25:43.520>everyone <00:25:43.613>uh, <00:25:43.706>rate <00:25:43.800>our <00:25:43.893>sessions <00:25:43.986>by <00:25:44.080>the

00:25:44.790 --> 00:25:44.800 align:start position:0%
<00:25:44.790>everyone <00:25:44.791>uh, <00:25:44.793>rate <00:25:44.794>our <00:25:44.796>sessions <00:25:44.797>by <00:25:44.799>the

00:25:44.800 --> 00:25:46.830 align:start position:0%
<00:25:44.800>everyone <00:25:44.907>uh, <00:25:45.015>rate <00:25:45.123>our <00:25:45.230>sessions <00:25:45.338>by <00:25:45.446>the <00:25:45.553>way. <00:25:45.661>I <00:25:45.769>appreciate <00:25:45.876>feedback. <00:25:45.984>It <00:25:46.092>means <00:25:46.200>we

00:25:46.830 --> 00:25:46.840 align:start position:0%
<00:25:46.830>way. <00:25:46.831>I <00:25:46.832>appreciate <00:25:46.834>feedback. <00:25:46.836>It <00:25:46.837>means <00:25:46.839>we

00:25:46.840 --> 00:25:48.670 align:start position:0%
<00:25:46.840>way. <00:25:46.967>I <00:25:47.094>appreciate <00:25:47.221>feedback. <00:25:47.349>It <00:25:47.476>means <00:25:47.603>we <00:25:47.730>can <00:25:47.858>deliver <00:25:47.985>more <00:25:48.112>tailored <00:25:48.240>content,

00:25:48.670 --> 00:25:48.680 align:start position:0%
<00:25:48.670>can <00:25:48.672>deliver <00:25:48.674>more <00:25:48.676>tailored <00:25:48.679>content,

00:25:48.680 --> 00:25:50.550 align:start position:0%
<00:25:48.680>can <00:25:48.796>deliver <00:25:48.913>more <00:25:49.030>tailored <00:25:49.146>content, <00:25:49.263>better <00:25:49.380>content <00:25:49.496>to <00:25:49.613>you <00:25:49.730>all <00:25:49.846>as <00:25:49.963>well. <00:25:50.080>So,

00:25:50.550 --> 00:25:50.560 align:start position:0%
<00:25:50.550>better <00:25:50.551>content <00:25:50.552>to <00:25:50.553>you <00:25:50.555>all <00:25:50.556>as <00:25:50.557>well. <00:25:50.559>So,

00:25:50.560 --> 00:25:52.390 align:start position:0%
<00:25:50.560>better <00:25:50.687>content <00:25:50.814>to <00:25:50.941>you <00:25:51.069>all <00:25:51.196>as <00:25:51.323>well. <00:25:51.450>So, <00:25:51.578>that <00:25:51.705>is <00:25:51.832>always <00:25:51.960>appreciated.

00:25:52.390 --> 00:25:52.400 align:start position:0%
<00:25:52.390>that <00:25:52.393>is <00:25:52.396>always <00:25:52.399>appreciated.

00:25:52.400 --> 00:25:54.430 align:start position:0%
<00:25:52.400>that <00:25:52.507>is <00:25:52.615>always <00:25:52.723>appreciated. <00:25:52.830>&gt;&gt; <00:25:52.938>Yep. <00:25:53.046>I <00:25:53.153>think <00:25:53.261>we <00:25:53.369>do <00:25:53.476>have <00:25:53.584>time <00:25:53.692>for <00:25:53.800>one

00:25:54.430 --> 00:25:54.440 align:start position:0%
<00:25:54.430>&gt;&gt; <00:25:54.431>Yep. <00:25:54.432>I <00:25:54.433>think <00:25:54.434>we <00:25:54.435>do <00:25:54.436>have <00:25:54.437>time <00:25:54.438>for <00:25:54.439>one

00:25:54.440 --> 00:25:57.070 align:start position:0%
<00:25:54.440>&gt;&gt; <00:25:54.522>Yep. <00:25:54.604>I <00:25:54.687>think <00:25:54.769>we <00:25:54.851>do <00:25:54.934>have <00:25:55.016>time <00:25:55.098>for <00:25:55.181>one <00:25:55.263>more. <00:25:55.345>Um, <00:25:55.428>how <00:25:55.510>do <00:25:55.592>you <00:25:55.675>ensure <00:25:55.757>that <00:25:55.840>when

00:25:57.070 --> 00:25:57.080 align:start position:0%
<00:25:57.070>more. <00:25:57.071>Um, <00:25:57.072>how <00:25:57.073>do <00:25:57.075>you <00:25:57.076>ensure <00:25:57.077>that <00:25:57.079>when

00:25:57.080 --> 00:25:59.030 align:start position:0%
<00:25:57.080>more. <00:25:57.179>Um, <00:25:57.280>how <00:25:57.379>do <00:25:57.480>you <00:25:57.580>ensure <00:25:57.679>that <00:25:57.780>when <00:25:57.879>you <00:25:57.980>adapt <00:25:58.080>your <00:25:58.179>markdown <00:25:58.280>files <00:25:58.379>that <00:25:58.480>they

00:25:59.030 --> 00:25:59.040 align:start position:0%
<00:25:59.030>you <00:25:59.031>adapt <00:25:59.033>your <00:25:59.034>markdown <00:25:59.036>files <00:25:59.037>that <00:25:59.039>they

00:25:59.040 --> 00:26:01.230 align:start position:0%
<00:25:59.040>you <00:25:59.147>adapt <00:25:59.255>your <00:25:59.363>markdown <00:25:59.470>files <00:25:59.578>that <00:25:59.686>they <00:25:59.793>don't <00:25:59.901>break <00:26:00.009>the <00:26:00.116>behavior <00:26:00.224>of <00:26:00.332>your <00:26:00.440>agent?

00:26:01.230 --> 00:26:01.240 align:start position:0%
<00:26:01.230>don't <00:26:01.231>break <00:26:01.233>the <00:26:01.234>behavior <00:26:01.236>of <00:26:01.237>your <00:26:01.239>agent?

00:26:01.240 --> 00:26:02.990 align:start position:0%
<00:26:01.240>don't <00:26:01.347>break <00:26:01.455>the <00:26:01.563>behavior <00:26:01.670>of <00:26:01.778>your <00:26:01.886>agent? <00:26:01.993>Do <00:26:02.101>you <00:26:02.209>test <00:26:02.316>them <00:26:02.424>or <00:26:02.532>evaluate <00:26:02.640>your

00:26:02.990 --> 00:26:03.000 align:start position:0%
<00:26:02.990>Do <00:26:02.991>you <00:26:02.993>test <00:26:02.994>them <00:26:02.996>or <00:26:02.997>evaluate <00:26:02.999>your

00:26:03.000 --> 00:26:04.590 align:start position:0%
<00:26:03.000>Do <00:26:03.200>you <00:26:03.400>test <00:26:03.600>them <00:26:03.800>or <00:26:04.000>evaluate <00:26:04.200>your <00:26:04.400>prompts?

00:26:04.590 --> 00:26:04.600 align:start position:0%
prompts?

00:26:04.600 --> 00:26:06.750 align:start position:0%
<00:26:04.600>prompts? <00:26:04.755>&gt;&gt; <00:26:04.911>So, <00:26:05.066>uh, <00:26:05.222>how <00:26:05.377>do <00:26:05.533>we <00:26:05.688>verify <00:26:05.844>our <00:26:06.000>markdown

00:26:06.750 --> 00:26:06.760 align:start position:0%
<00:26:06.750>&gt;&gt; <00:26:06.751>So, <00:26:06.752>uh, <00:26:06.753>how <00:26:06.754>do <00:26:06.755>we <00:26:06.756>verify <00:26:06.757>our <00:26:06.759>markdown

00:26:06.760 --> 00:26:09.710 align:start position:0%
<00:26:06.760>&gt;&gt; <00:26:06.847>So, <00:26:06.935>uh, <00:26:07.022>how <00:26:07.110>do <00:26:07.197>we <00:26:07.285>verify <00:26:07.372>our <00:26:07.460>markdown <00:26:07.547>files? <00:26:07.635>A <00:26:07.722>lot <00:26:07.810>of <00:26:07.897>it's <00:26:07.985>trial <00:26:08.072>and <00:26:08.160>error.

00:26:09.710 --> 00:26:09.720 align:start position:0%
<00:26:09.710>files? <00:26:09.711>A <00:26:09.712>lot <00:26:09.713>of <00:26:09.715>it's <00:26:09.716>trial <00:26:09.717>and <00:26:09.719>error.

00:26:09.720 --> 00:26:11.350 align:start position:0%
<00:26:09.720>files? <00:26:09.807>A <00:26:09.895>lot <00:26:09.982>of <00:26:10.070>it's <00:26:10.157>trial <00:26:10.245>and <00:26:10.332>error. <00:26:10.420>Um, <00:26:10.507>a <00:26:10.595>lot <00:26:10.682>of <00:26:10.770>it <00:26:10.857>is <00:26:10.945>iteration. <00:26:11.032>So, <00:26:11.120>we

00:26:11.350 --> 00:26:11.360 align:start position:0%
<00:26:11.350>Um, <00:26:11.351>a <00:26:11.352>lot <00:26:11.353>of <00:26:11.354>it <00:26:11.355>is <00:26:11.356>iteration. <00:26:11.357>So, <00:26:11.359>we

00:26:11.360 --> 00:26:12.870 align:start position:0%
<00:26:11.360>Um, <00:26:11.450>a <00:26:11.541>lot <00:26:11.631>of <00:26:11.722>it <00:26:11.812>is <00:26:11.903>iteration. <00:26:11.994>So, <00:26:12.084>we <00:26:12.175>iterate <00:26:12.265>a <00:26:12.356>lot <00:26:12.447>because <00:26:12.537>what <00:26:12.628>might <00:26:12.718>work

00:26:12.870 --> 00:26:12.880 align:start position:0%
<00:26:12.870>iterate <00:26:12.871>a <00:26:12.873>lot <00:26:12.874>because <00:26:12.876>what <00:26:12.877>might <00:26:12.879>work

00:26:12.880 --> 00:26:14.030 align:start position:0%
<00:26:12.880>iterate <00:26:12.959>a <00:26:13.039>lot <00:26:13.118>because <00:26:13.198>what <00:26:13.278>might <00:26:13.357>work <00:26:13.437>for <00:26:13.516>one <00:26:13.596>person <00:26:13.676>might <00:26:13.755>not <00:26:13.835>work <00:26:13.915>for

00:26:14.030 --> 00:26:14.040 align:start position:0%
<00:26:14.030>for <00:26:14.031>one <00:26:14.033>person <00:26:14.034>might <00:26:14.036>not <00:26:14.037>work <00:26:14.039>for

00:26:14.040 --> 00:26:15.830 align:start position:0%
<00:26:14.040>for <00:26:14.139>one <00:26:14.240>person <00:26:14.340>might <00:26:14.440>not <00:26:14.540>work <00:26:14.639>for <00:26:14.740>another. <00:26:14.840>Also, <00:26:14.940>this <00:26:15.040>is <00:26:15.139>where <00:26:15.240>we <00:26:15.340>build <00:26:15.440>a

00:26:15.830 --> 00:26:15.840 align:start position:0%
<00:26:15.830>another. <00:26:15.831>Also, <00:26:15.832>this <00:26:15.833>is <00:26:15.835>where <00:26:15.836>we <00:26:15.837>build <00:26:15.839>a

00:26:15.840 --> 00:26:17.990 align:start position:0%
<00:26:15.840>another. <00:26:15.967>Also, <00:26:16.094>this <00:26:16.221>is <00:26:16.349>where <00:26:16.476>we <00:26:16.603>build <00:26:16.730>a <00:26:16.858>community <00:26:16.985>internally <00:26:17.112>and <00:26:17.240>understand

00:26:17.990 --> 00:26:18.000 align:start position:0%
<00:26:17.990>community <00:26:17.993>internally <00:26:17.996>and <00:26:17.999>understand

00:26:18.000 --> 00:26:20.110 align:start position:0%
<00:26:18.000>community <00:26:18.140>internally <00:26:18.280>and <00:26:18.420>understand <00:26:18.560>where <00:26:18.700>what <00:26:18.840>works <00:26:18.980>and <00:26:19.120>what <00:26:19.260>doesn't. <00:26:19.400>It

00:26:20.110 --> 00:26:20.120 align:start position:0%
<00:26:20.110>where <00:26:20.111>what <00:26:20.112>works <00:26:20.114>and <00:26:20.116>what <00:26:20.117>doesn't. <00:26:20.119>It

00:26:20.120 --> 00:26:21.910 align:start position:0%
<00:26:20.120>where <00:26:20.227>what <00:26:20.335>works <00:26:20.443>and <00:26:20.550>what <00:26:20.658>doesn't. <00:26:20.766>It <00:26:20.873>will <00:26:20.981>depend <00:26:21.089>on <00:26:21.196>our <00:26:21.304>code <00:26:21.412>base <00:26:21.520>structure,

00:26:21.910 --> 00:26:21.920 align:start position:0%
<00:26:21.910>will <00:26:21.911>depend <00:26:21.913>on <00:26:21.914>our <00:26:21.916>code <00:26:21.917>base <00:26:21.919>structure,

00:26:21.920 --> 00:26:23.150 align:start position:0%
<00:26:21.920>will <00:26:22.005>depend <00:26:22.090>on <00:26:22.175>our <00:26:22.260>code <00:26:22.345>base <00:26:22.430>structure, <00:26:22.516>how <00:26:22.601>we're <00:26:22.686>using <00:26:22.771>it, <00:26:22.856>and <00:26:22.941>are <00:26:23.027>those

00:26:23.150 --> 00:26:23.160 align:start position:0%
<00:26:23.150>how <00:26:23.151>we're <00:26:23.153>using <00:26:23.154>it, <00:26:23.156>and <00:26:23.157>are <00:26:23.159>those

00:26:23.160 --> 00:26:24.950 align:start position:0%
<00:26:23.160>how <00:26:23.276>we're <00:26:23.393>using <00:26:23.510>it, <00:26:23.626>and <00:26:23.743>are <00:26:23.860>those <00:26:23.976>practices <00:26:24.093>applicable, <00:26:24.210>but <00:26:24.326>also <00:26:24.443>what <00:26:24.560>our

00:26:24.950 --> 00:26:24.960 align:start position:0%
<00:26:24.950>practices <00:26:24.951>applicable, <00:26:24.953>but <00:26:24.955>also <00:26:24.957>what <00:26:24.959>our

00:26:24.960 --> 00:26:26.990 align:start position:0%
<00:26:24.960>practices <00:26:25.100>applicable, <00:26:25.240>but <00:26:25.380>also <00:26:25.520>what <00:26:25.660>our <00:26:25.800>existing <00:26:25.940>actual <00:26:26.080>code <00:26:26.220>structure <00:26:26.360>looks

00:26:26.990 --> 00:26:27.000 align:start position:0%
<00:26:26.990>existing <00:26:26.992>actual <00:26:26.994>code <00:26:26.996>structure <00:26:26.999>looks

00:26:27.000 --> 00:26:29.150 align:start position:0%
<00:26:27.000>existing <00:26:27.280>actual <00:26:27.560>code <00:26:27.840>structure <00:26:28.120>looks <00:26:28.400>like.

00:26:29.150 --> 00:26:29.160 align:start position:0%
like.

00:26:29.160 --> 00:26:31.350 align:start position:0%
<00:26:29.160>like. <00:26:29.335>&gt;&gt; <00:26:29.510>Um, <00:26:29.685>well, <00:26:29.860>there's <00:26:30.035>a <00:26:30.210>couple <00:26:30.385>of <00:26:30.560>more

00:26:31.350 --> 00:26:31.360 align:start position:0%
<00:26:31.350>&gt;&gt; <00:26:31.351>Um, <00:26:31.352>well, <00:26:31.353>there's <00:26:31.355>a <00:26:31.356>couple <00:26:31.357>of <00:26:31.359>more

00:26:31.360 --> 00:26:33.070 align:start position:0%
<00:26:31.360>&gt;&gt; <00:26:31.487>Um, <00:26:31.614>well, <00:26:31.741>there's <00:26:31.869>a <00:26:31.996>couple <00:26:32.123>of <00:26:32.250>more <00:26:32.378>questions <00:26:32.505>coming <00:26:32.632>in, <00:26:32.760>but

00:26:33.070 --> 00:26:33.080 align:start position:0%
<00:26:33.070>questions <00:26:33.072>coming <00:26:33.076>in, <00:26:33.079>but

00:26:33.080 --> 00:26:34.190 align:start position:0%
<00:26:33.080>questions <00:26:33.204>coming <00:26:33.329>in, <00:26:33.454>but <00:26:33.579>uh, <00:26:33.704>where's <00:26:33.829>the <00:26:33.954>line <00:26:34.079>between

00:26:34.190 --> 00:26:34.200 align:start position:0%
<00:26:34.190>uh, <00:26:34.192>where's <00:26:34.194>the <00:26:34.196>line <00:26:34.199>between

00:26:34.200 --> 00:26:36.110 align:start position:0%
<00:26:34.200>uh, <00:26:34.340>where's <00:26:34.480>the <00:26:34.620>line <00:26:34.760>between <00:26:34.900>instructions <00:26:35.040>with <00:26:35.180>a <00:26:35.320>custom <00:26:35.460>agent <00:26:35.600>file

00:26:36.110 --> 00:26:36.120 align:start position:0%
<00:26:36.110>instructions <00:26:36.111>with <00:26:36.113>a <00:26:36.115>custom <00:26:36.117>agent <00:26:36.119>file

00:26:36.120 --> 00:26:38.350 align:start position:0%
<00:26:36.120>instructions <00:26:36.236>with <00:26:36.353>a <00:26:36.469>custom <00:26:36.586>agent <00:26:36.703>file <00:26:36.820>and <00:26:36.936>in <00:26:37.053>a <00:26:37.169>separate <00:26:37.286>instruction <00:26:37.403>file? <00:26:37.520>In

00:26:38.350 --> 00:26:38.360 align:start position:0%
<00:26:38.350>and <00:26:38.351>in <00:26:38.352>a <00:26:38.354>separate <00:26:38.356>instruction <00:26:38.357>file? <00:26:38.359>In

00:26:38.360 --> 00:26:39.750 align:start position:0%
<00:26:38.360>and <00:26:38.456>in <00:26:38.552>a <00:26:38.648>separate <00:26:38.744>instruction <00:26:38.841>file? <00:26:38.937>In <00:26:39.033>the <00:26:39.129>same <00:26:39.226>way, <00:26:39.322>where's <00:26:39.418>the <00:26:39.514>line <00:26:39.610>between

00:26:39.750 --> 00:26:39.760 align:start position:0%
<00:26:39.750>the <00:26:39.751>same <00:26:39.753>way, <00:26:39.754>where's <00:26:39.756>the <00:26:39.757>line <00:26:39.759>between

00:26:39.760 --> 00:26:41.590 align:start position:0%
<00:26:39.760>the <00:26:39.915>same <00:26:40.071>way, <00:26:40.226>where's <00:26:40.382>the <00:26:40.537>line <00:26:40.693>between <00:26:40.848>skills <00:26:41.004>and <00:26:41.160>instructions?

00:26:41.590 --> 00:26:41.600 align:start position:0%
<00:26:41.590>skills <00:26:41.594>and <00:26:41.599>instructions?

00:26:41.600 --> 00:26:45.110 align:start position:0%
<00:26:41.600>skills <00:26:41.727>and <00:26:41.854>instructions? <00:26:41.981>&gt;&gt; <00:26:42.109>So, <00:26:42.236>where's <00:26:42.363>the <00:26:42.490>line? <00:26:42.618>I <00:26:42.745>think <00:26:42.872>you <00:26:43.000>can

00:26:45.110 --> 00:26:45.120 align:start position:0%
<00:26:45.110>&gt;&gt; <00:26:45.111>So, <00:26:45.112>where's <00:26:45.113>the <00:26:45.114>line? <00:26:45.115>I <00:26:45.116>think <00:26:45.117>you <00:26:45.119>can

00:26:45.120 --> 00:26:47.430 align:start position:0%
<00:26:45.120>&gt;&gt; <00:26:45.219>So, <00:26:45.320>where's <00:26:45.419>the <00:26:45.520>line? <00:26:45.620>I <00:26:45.719>think <00:26:45.820>you <00:26:45.919>can <00:26:46.020>use <00:26:46.120>an <00:26:46.219>instructions <00:26:46.320>file <00:26:46.419>quite <00:26:46.520>easily.

00:26:47.430 --> 00:26:47.440 align:start position:0%
<00:26:47.430>use <00:26:47.431>an <00:26:47.433>instructions <00:26:47.435>file <00:26:47.437>quite <00:26:47.439>easily.

00:26:47.440 --> 00:26:49.150 align:start position:0%
<00:26:47.440>use <00:26:47.540>an <00:26:47.640>instructions <00:26:47.740>file <00:26:47.840>quite <00:26:47.940>easily. <00:26:48.040>If <00:26:48.140>I'm <00:26:48.240>working <00:26:48.340>on <00:26:48.440>a <00:26:48.540>specific <00:26:48.640>task <00:26:48.740>and <00:26:48.840>I

00:26:49.150 --> 00:26:49.160 align:start position:0%
<00:26:49.150>If <00:26:49.151>I'm <00:26:49.152>working <00:26:49.153>on <00:26:49.154>a <00:26:49.155>specific <00:26:49.156>task <00:26:49.157>and <00:26:49.159>I

00:26:49.160 --> 00:26:51.110 align:start position:0%
<00:26:49.160>If <00:26:49.253>I'm <00:26:49.346>working <00:26:49.440>on <00:26:49.533>a <00:26:49.626>specific <00:26:49.720>task <00:26:49.813>and <00:26:49.906>I <00:26:50.000>gave <00:26:50.093>the <00:26:50.186>example <00:26:50.280>of <00:26:50.373>an <00:26:50.466>infrastructure <00:26:50.560>as

00:26:51.110 --> 00:26:51.120 align:start position:0%
<00:26:51.110>gave <00:26:51.111>the <00:26:51.112>example <00:26:51.114>of <00:26:51.116>an <00:26:51.117>infrastructure <00:26:51.119>as

00:26:51.120 --> 00:26:53.910 align:start position:0%
<00:26:51.120>gave <00:26:51.219>the <00:26:51.320>example <00:26:51.419>of <00:26:51.520>an <00:26:51.620>infrastructure <00:26:51.719>as <00:26:51.820>task, <00:26:51.919>I <00:26:52.020>will <00:26:52.120>actually <00:26:52.219>define <00:26:52.320>it <00:26:52.419>as <00:26:52.520>the

00:26:53.910 --> 00:26:53.920 align:start position:0%
<00:26:53.910>task, <00:26:53.911>I <00:26:53.912>will <00:26:53.913>actually <00:26:53.915>define <00:26:53.916>it <00:26:53.917>as <00:26:53.919>the

00:26:53.920 --> 00:26:55.110 align:start position:0%
<00:26:53.920>task, <00:26:53.996>I <00:26:54.073>will <00:26:54.149>actually <00:26:54.226>define <00:26:54.302>it <00:26:54.379>as <00:26:54.455>the <00:26:54.532>agent. <00:26:54.608>The <00:26:54.685>agent <00:26:54.761>will <00:26:54.838>give <00:26:54.914>it <00:26:54.991>more

00:26:55.110 --> 00:26:55.120 align:start position:0%
<00:26:55.110>agent. <00:26:55.111>The <00:26:55.112>agent <00:26:55.114>will <00:26:55.116>give <00:26:55.117>it <00:26:55.119>more

00:26:55.120 --> 00:26:57.550 align:start position:0%
<00:26:55.120>agent. <00:26:55.219>The <00:26:55.320>agent <00:26:55.419>will <00:26:55.520>give <00:26:55.620>it <00:26:55.719>more <00:26:55.820>focused <00:26:55.919>work <00:26:56.020>and <00:26:56.120>a <00:26:56.219>better <00:26:56.320>output <00:26:56.419>than <00:26:56.520>if

00:26:57.550 --> 00:26:57.560 align:start position:0%
<00:26:57.550>focused <00:26:57.551>work <00:26:57.552>and <00:26:57.553>a <00:26:57.555>better <00:26:57.556>output <00:26:57.557>than <00:26:57.559>if

00:26:57.560 --> 00:26:58.990 align:start position:0%
<00:26:57.560>focused <00:26:57.645>work <00:26:57.731>and <00:26:57.817>a <00:26:57.903>better <00:26:57.989>output <00:26:58.074>than <00:26:58.160>if <00:26:58.246>I <00:26:58.332>just <00:26:58.418>put <00:26:58.503>it <00:26:58.589>in <00:26:58.675>the <00:26:58.761>instructions <00:26:58.847>files.

00:26:58.990 --> 00:26:59.000 align:start position:0%
<00:26:58.990>I <00:26:58.991>just <00:26:58.992>put <00:26:58.993>it <00:26:58.995>in <00:26:58.996>the <00:26:58.997>instructions <00:26:58.999>files.

00:26:59.000 --> 00:27:00.310 align:start position:0%
<00:26:59.000>I <00:26:59.078>just <00:26:59.157>put <00:26:59.235>it <00:26:59.314>in <00:26:59.393>the <00:26:59.471>instructions <00:26:59.550>files. <00:26:59.628>And <00:26:59.707>same <00:26:59.786>with <00:26:59.864>the <00:26:59.943>skills. <00:27:00.021>I'm <00:27:00.100>getting <00:27:00.178>a

00:27:00.310 --> 00:27:00.320 align:start position:0%
<00:27:00.310>And <00:27:00.311>same <00:27:00.312>with <00:27:00.313>the <00:27:00.315>skills. <00:27:00.316>I'm <00:27:00.317>getting <00:27:00.319>a

00:27:00.320 --> 00:27:02.990 align:start position:0%
<00:27:00.320>And <00:27:00.427>same <00:27:00.535>with <00:27:00.643>the <00:27:00.750>skills. <00:27:00.858>I'm <00:27:00.966>getting <00:27:01.073>a <00:27:01.181>lot <00:27:01.289>more <00:27:01.396>fine-tuned <00:27:01.504>response <00:27:01.612>on <00:27:01.720>that.

00:27:02.990 --> 00:27:03.000 align:start position:0%
<00:27:02.990>lot <00:27:02.991>more <00:27:02.993>fine-tuned <00:27:02.995>response <00:27:02.997>on <00:27:02.999>that.

00:27:03.000 --> 00:27:05.390 align:start position:0%
<00:27:03.000>lot <00:27:03.116>more <00:27:03.233>fine-tuned <00:27:03.350>response <00:27:03.466>on <00:27:03.583>that. <00:27:03.700>&gt;&gt; <00:27:03.816>Um <00:27:03.933>yeah, <00:27:04.050>last <00:27:04.166>one <00:27:04.283>I <00:27:04.400>guess.

00:27:05.390 --> 00:27:05.400 align:start position:0%
<00:27:05.390>&gt;&gt; <00:27:05.391>Um <00:27:05.393>yeah, <00:27:05.394>last <00:27:05.396>one <00:27:05.397>I <00:27:05.399>guess.

00:27:05.400 --> 00:27:07.150 align:start position:0%
<00:27:05.400>&gt;&gt; <00:27:05.516>Um <00:27:05.633>yeah, <00:27:05.750>last <00:27:05.866>one <00:27:05.983>I <00:27:06.100>guess. <00:27:06.216>How <00:27:06.333>does <00:27:06.450>code <00:27:06.566>refactoring <00:27:06.683>work <00:27:06.800>with

00:27:07.150 --> 00:27:07.160 align:start position:0%
<00:27:07.150>How <00:27:07.151>does <00:27:07.153>code <00:27:07.155>refactoring <00:27:07.157>work <00:27:07.159>with

00:27:07.160 --> 00:27:13.070 align:start position:0%
<00:27:07.160>How <00:27:07.300>does <00:27:07.440>code <00:27:07.580>refactoring <00:27:07.720>work <00:27:07.860>with <00:27:08.000>agents <00:27:08.140>doing <00:27:08.280>all <00:27:08.420>the <00:27:08.560>work?

00:27:13.080 --> 00:27:14.430 align:start position:0%
<00:27:13.080>&gt;&gt; <00:27:13.282>How <00:27:13.485>does <00:27:13.687>code <00:27:13.890>refactoring <00:27:14.092>work <00:27:14.295>with

00:27:14.430 --> 00:27:14.440 align:start position:0%
<00:27:14.430>&gt;&gt; <00:27:14.431>How <00:27:14.433>does <00:27:14.434>code <00:27:14.436>refactoring <00:27:14.437>work <00:27:14.439>with

00:27:14.440 --> 00:27:16.950 align:start position:0%
<00:27:14.440>&gt;&gt; <00:27:14.547>How <00:27:14.655>does <00:27:14.763>code <00:27:14.870>refactoring <00:27:14.978>work <00:27:15.086>with <00:27:15.193>agents <00:27:15.301>doing <00:27:15.409>all <00:27:15.516>the <00:27:15.624>work? <00:27:15.732>Um <00:27:15.840>we're

00:27:16.950 --> 00:27:16.960 align:start position:0%
<00:27:16.950>agents <00:27:16.951>doing <00:27:16.953>all <00:27:16.954>the <00:27:16.956>work? <00:27:16.957>Um <00:27:16.959>we're

00:27:16.960 --> 00:27:18.270 align:start position:0%
<00:27:16.960>agents <00:27:17.050>doing <00:27:17.141>all <00:27:17.232>the <00:27:17.322>work? <00:27:17.413>Um <00:27:17.504>we're <00:27:17.594>still <00:27:17.685>the <00:27:17.776>humans. <00:27:17.866>We <00:27:17.957>should <00:27:18.048>still <00:27:18.139>be

00:27:18.270 --> 00:27:18.280 align:start position:0%
<00:27:18.270>still <00:27:18.271>the <00:27:18.273>humans. <00:27:18.274>We <00:27:18.276>should <00:27:18.277>still <00:27:18.279>be

00:27:18.280 --> 00:27:19.310 align:start position:0%
<00:27:18.280>still <00:27:18.364>the <00:27:18.448>humans. <00:27:18.532>We <00:27:18.617>should <00:27:18.701>still <00:27:18.785>be <00:27:18.869>reviewing. <00:27:18.954>You <00:27:19.038>should <00:27:19.122>still <00:27:19.206>be

00:27:19.310 --> 00:27:19.320 align:start position:0%
<00:27:19.310>reviewing. <00:27:19.312>You <00:27:19.314>should <00:27:19.316>still <00:27:19.319>be

00:27:19.320 --> 00:27:20.150 align:start position:0%
<00:27:19.320>reviewing. <00:27:19.403>You <00:27:19.485>should <00:27:19.569>still <00:27:19.652>be <00:27:19.735>inputting. <00:27:19.818>You <00:27:19.901>should <00:27:19.984>still <00:27:20.067>be

00:27:20.150 --> 00:27:20.160 align:start position:0%
<00:27:20.150>inputting. <00:27:20.152>You <00:27:20.154>should <00:27:20.156>still <00:27:20.159>be

00:27:20.160 --> 00:27:22.390 align:start position:0%
<00:27:20.160>inputting. <00:27:20.276>You <00:27:20.393>should <00:27:20.510>still <00:27:20.626>be <00:27:20.743>verifying. <00:27:20.860>Um <00:27:20.976>when <00:27:21.093>I <00:27:21.210>look <00:27:21.326>at <00:27:21.443>when <00:27:21.560>you

00:27:22.390 --> 00:27:22.400 align:start position:0%
<00:27:22.390>verifying. <00:27:22.391>Um <00:27:22.392>when <00:27:22.393>I <00:27:22.395>look <00:27:22.396>at <00:27:22.397>when <00:27:22.399>you

00:27:22.400 --> 00:27:23.830 align:start position:0%
<00:27:22.400>verifying. <00:27:22.485>Um <00:27:22.571>when <00:27:22.657>I <00:27:22.743>look <00:27:22.829>at <00:27:22.914>when <00:27:23.000>you <00:27:23.086>say <00:27:23.172>the <00:27:23.258>agent's <00:27:23.343>doing <00:27:23.429>all <00:27:23.515>the <00:27:23.601>work, <00:27:23.687>I'm

00:27:23.830 --> 00:27:23.840 align:start position:0%
<00:27:23.830>say <00:27:23.831>the <00:27:23.832>agent's <00:27:23.833>doing <00:27:23.835>all <00:27:23.836>the <00:27:23.837>work, <00:27:23.839>I'm

00:27:23.840 --> 00:27:26.070 align:start position:0%
<00:27:23.840>say <00:27:23.939>the <00:27:24.040>agent's <00:27:24.139>doing <00:27:24.240>all <00:27:24.340>the <00:27:24.439>work, <00:27:24.540>I'm <00:27:24.639>still <00:27:24.740>very <00:27:24.840>much <00:27:24.939>steering <00:27:25.040>the <00:27:25.139>agent. <00:27:25.240>So,

00:27:26.070 --> 00:27:26.080 align:start position:0%
<00:27:26.070>still <00:27:26.071>very <00:27:26.072>much <00:27:26.074>steering <00:27:26.076>the <00:27:26.077>agent. <00:27:26.079>So,

00:27:26.080 --> 00:27:27.470 align:start position:0%
<00:27:26.080>still <00:27:26.176>very <00:27:26.272>much <00:27:26.368>steering <00:27:26.464>the <00:27:26.561>agent. <00:27:26.657>So, <00:27:26.753>as <00:27:26.849>I'm <00:27:26.946>running <00:27:27.042>a <00:27:27.138>live <00:27:27.234>session <00:27:27.331>with

00:27:27.470 --> 00:27:27.480 align:start position:0%
<00:27:27.470>as <00:27:27.471>I'm <00:27:27.473>running <00:27:27.474>a <00:27:27.476>live <00:27:27.477>session <00:27:27.479>with

00:27:27.480 --> 00:27:29.350 align:start position:0%
<00:27:27.480>as <00:27:27.587>I'm <00:27:27.695>running <00:27:27.803>a <00:27:27.910>live <00:27:28.018>session <00:27:28.126>with <00:27:28.233>Copilot, <00:27:28.341>whether <00:27:28.449>I'm <00:27:28.556>in <00:27:28.664>the <00:27:28.772>app, <00:27:28.880>VS

00:27:29.350 --> 00:27:29.360 align:start position:0%
<00:27:29.350>Copilot, <00:27:29.351>whether <00:27:29.352>I'm <00:27:29.354>in <00:27:29.356>the <00:27:29.357>app, <00:27:29.359>VS

00:27:29.360 --> 00:27:31.510 align:start position:0%
<00:27:29.360>Copilot, <00:27:29.453>whether <00:27:29.546>I'm <00:27:29.639>in <00:27:29.733>the <00:27:29.826>app, <00:27:29.919>VS <00:27:30.013>Code, <00:27:30.106>or <00:27:30.199>the <00:27:30.293>CLI, <00:27:30.386>I <00:27:30.479>can <00:27:30.573>also <00:27:30.666>steer <00:27:30.760>it.

00:27:31.510 --> 00:27:31.520 align:start position:0%
<00:27:31.510>Code, <00:27:31.511>or <00:27:31.512>the <00:27:31.513>CLI, <00:27:31.514>I <00:27:31.515>can <00:27:31.516>also <00:27:31.517>steer <00:27:31.519>it.

00:27:31.520 --> 00:27:33.070 align:start position:0%
<00:27:31.520>Code, <00:27:31.613>or <00:27:31.706>the <00:27:31.799>CLI, <00:27:31.892>I <00:27:31.985>can <00:27:32.078>also <00:27:32.171>steer <00:27:32.264>it. <00:27:32.357>So, <00:27:32.450>as <00:27:32.543>the <00:27:32.636>human, <00:27:32.729>I'm <00:27:32.822>keeping <00:27:32.915>eyeballs

00:27:33.070 --> 00:27:33.080 align:start position:0%
<00:27:33.070>So, <00:27:33.071>as <00:27:33.072>the <00:27:33.074>human, <00:27:33.076>I'm <00:27:33.077>keeping <00:27:33.079>eyeballs

00:27:33.080 --> 00:27:35.550 align:start position:0%
<00:27:33.080>So, <00:27:33.167>as <00:27:33.254>the <00:27:33.342>human, <00:27:33.429>I'm <00:27:33.517>keeping <00:27:33.605>eyeballs <00:27:33.692>on <00:27:33.780>it. <00:27:33.867>Now, <00:27:33.955>if <00:27:34.042>I <00:27:34.129>assign <00:27:34.217>it <00:27:34.304>a <00:27:34.392>task <00:27:34.480>and

00:27:35.550 --> 00:27:35.560 align:start position:0%
<00:27:35.550>on <00:27:35.551>it. <00:27:35.552>Now, <00:27:35.553>if <00:27:35.553>I <00:27:35.554>assign <00:27:35.556>it <00:27:35.557>a <00:27:35.558>task <00:27:35.559>and

00:27:35.560 --> 00:27:37.390 align:start position:0%
<00:27:35.560>on <00:27:35.642>it. <00:27:35.724>Now, <00:27:35.807>if <00:27:35.889>I <00:27:35.971>assign <00:27:36.054>it <00:27:36.136>a <00:27:36.218>task <00:27:36.301>and <00:27:36.383>walk <00:27:36.465>away, <00:27:36.548>it <00:27:36.630>will <00:27:36.712>it's <00:27:36.795>opening <00:27:36.877>up <00:27:36.960>a

00:27:37.390 --> 00:27:37.400 align:start position:0%
<00:27:37.390>walk <00:27:37.391>away, <00:27:37.392>it <00:27:37.393>will <00:27:37.395>it's <00:27:37.396>opening <00:27:37.397>up <00:27:37.399>a

00:27:37.400 --> 00:27:39.270 align:start position:0%
<00:27:37.400>walk <00:27:37.487>away, <00:27:37.575>it <00:27:37.662>will <00:27:37.750>it's <00:27:37.837>opening <00:27:37.925>up <00:27:38.012>a <00:27:38.100>draft <00:27:38.187>PR. <00:27:38.275>A <00:27:38.362>lot <00:27:38.450>of <00:27:38.537>the <00:27:38.625>times <00:27:38.712>if <00:27:38.800>I'm

00:27:39.270 --> 00:27:39.280 align:start position:0%
<00:27:39.270>draft <00:27:39.271>PR. <00:27:39.272>A <00:27:39.273>lot <00:27:39.274>of <00:27:39.275>the <00:27:39.276>times <00:27:39.277>if <00:27:39.279>I'm

00:27:39.280 --> 00:27:41.350 align:start position:0%
<00:27:39.280>draft <00:27:39.373>PR. <00:27:39.466>A <00:27:39.560>lot <00:27:39.653>of <00:27:39.746>the <00:27:39.840>times <00:27:39.933>if <00:27:40.026>I'm <00:27:40.120>assigning <00:27:40.213>the <00:27:40.306>agent <00:27:40.399>itself <00:27:40.493>to <00:27:40.586>work, <00:27:40.680>I

00:27:41.350 --> 00:27:41.360 align:start position:0%
<00:27:41.350>assigning <00:27:41.351>the <00:27:41.352>agent <00:27:41.354>itself <00:27:41.356>to <00:27:41.357>work, <00:27:41.359>I

00:27:41.360 --> 00:27:42.630 align:start position:0%
<00:27:41.360>assigning <00:27:41.436>the <00:27:41.512>agent <00:27:41.588>itself <00:27:41.664>to <00:27:41.741>work, <00:27:41.817>I <00:27:41.893>have <00:27:41.969>to <00:27:42.045>go <00:27:42.122>back <00:27:42.198>and <00:27:42.274>review <00:27:42.350>it. <00:27:42.426>And <00:27:42.503>we

00:27:42.630 --> 00:27:42.640 align:start position:0%
<00:27:42.630>have <00:27:42.631>to <00:27:42.632>go <00:27:42.633>back <00:27:42.634>and <00:27:42.635>review <00:27:42.636>it. <00:27:42.637>And <00:27:42.639>we

00:27:42.640 --> 00:27:44.710 align:start position:0%
<00:27:42.640>have <00:27:42.722>to <00:27:42.804>go <00:27:42.887>back <00:27:42.969>and <00:27:43.051>review <00:27:43.134>it. <00:27:43.216>And <00:27:43.298>we <00:27:43.381>have <00:27:43.463>to <00:27:43.545>be <00:27:43.628>very <00:27:43.710>careful. <00:27:43.792>If <00:27:43.875>our <00:27:43.957>PRs <00:27:44.040>and

00:27:44.710 --> 00:27:44.720 align:start position:0%
<00:27:44.710>have <00:27:44.711>to <00:27:44.712>be <00:27:44.713>very <00:27:44.714>careful. <00:27:44.715>If <00:27:44.716>our <00:27:44.717>PRs <00:27:44.719>and

00:27:44.720 --> 00:27:46.550 align:start position:0%
<00:27:44.720>have <00:27:44.813>to <00:27:44.906>be <00:27:45.000>very <00:27:45.093>careful. <00:27:45.186>If <00:27:45.280>our <00:27:45.373>PRs <00:27:45.466>and <00:27:45.560>our <00:27:45.653>generation <00:27:45.746>of <00:27:45.840>scripts, <00:27:45.933>uh <00:27:46.026>excuse <00:27:46.120>me,

00:27:46.550 --> 00:27:46.560 align:start position:0%
<00:27:46.550>our <00:27:46.551>generation <00:27:46.553>of <00:27:46.554>scripts, <00:27:46.556>uh <00:27:46.557>excuse <00:27:46.559>me,

00:27:46.560 --> 00:27:49.030 align:start position:0%
<00:27:46.560>our <00:27:46.653>generation <00:27:46.746>of <00:27:46.840>scripts, <00:27:46.933>uh <00:27:47.026>excuse <00:27:47.120>me, <00:27:47.213>of <00:27:47.306>output <00:27:47.399>is <00:27:47.493>is <00:27:47.586>too <00:27:47.679>high, <00:27:47.773>then <00:27:47.866>maybe <00:27:47.960>our

00:27:49.030 --> 00:27:49.040 align:start position:0%
<00:27:49.030>of <00:27:49.031>output <00:27:49.032>is <00:27:49.033>is <00:27:49.034>too <00:27:49.035>high, <00:27:49.036>then <00:27:49.037>maybe <00:27:49.039>our

00:27:49.040 --> 00:27:50.830 align:start position:0%
<00:27:49.040>of <00:27:49.122>output <00:27:49.204>is <00:27:49.287>is <00:27:49.369>too <00:27:49.451>high, <00:27:49.534>then <00:27:49.616>maybe <00:27:49.698>our <00:27:49.781>ask <00:27:49.863>is <00:27:49.945>too <00:27:50.028>high <00:27:50.110>of <00:27:50.192>Copilot. <00:27:50.275>And <00:27:50.357>we <00:27:50.440>have

00:27:50.830 --> 00:27:50.840 align:start position:0%
<00:27:50.830>ask <00:27:50.831>is <00:27:50.832>too <00:27:50.833>high <00:27:50.834>of <00:27:50.835>Copilot. <00:27:50.836>And <00:27:50.837>we <00:27:50.839>have

00:27:50.840 --> 00:27:52.150 align:start position:0%
<00:27:50.840>ask <00:27:50.918>is <00:27:50.997>too <00:27:51.075>high <00:27:51.154>of <00:27:51.233>Copilot. <00:27:51.311>And <00:27:51.390>we <00:27:51.468>have <00:27:51.547>to <00:27:51.626>remember, <00:27:51.704>it's <00:27:51.783>still <00:27:51.861>a <00:27:51.940>machine <00:27:52.019>and

00:27:52.150 --> 00:27:52.160 align:start position:0%
<00:27:52.150>to <00:27:52.151>remember, <00:27:52.153>it's <00:27:52.154>still <00:27:52.156>a <00:27:52.157>machine <00:27:52.159>and

00:27:52.160 --> 00:27:53.750 align:start position:0%
<00:27:52.160>to <00:27:52.260>remember, <00:27:52.360>it's <00:27:52.460>still <00:27:52.560>a <00:27:52.660>machine <00:27:52.760>and <00:27:52.860>like <00:27:52.960>a <00:27:53.060>human, <00:27:53.160>we <00:27:53.260>have <00:27:53.360>a <00:27:53.460>certain <00:27:53.560>amount

00:27:53.750 --> 00:27:53.760 align:start position:0%
<00:27:53.750>like <00:27:53.751>a <00:27:53.752>human, <00:27:53.753>we <00:27:53.755>have <00:27:53.756>a <00:27:53.757>certain <00:27:53.759>amount

00:27:53.760 --> 00:27:55.830 align:start position:0%
<00:27:53.760>like <00:27:53.860>a <00:27:53.960>human, <00:27:54.060>we <00:27:54.160>have <00:27:54.260>a <00:27:54.360>certain <00:27:54.460>amount <00:27:54.560>of <00:27:54.660>context <00:27:54.760>we <00:27:54.860>can <00:27:54.960>absorb. <00:27:55.060>Copilot's <00:27:55.160>the

00:27:55.830 --> 00:27:55.840 align:start position:0%
<00:27:55.830>of <00:27:55.831>context <00:27:55.832>we <00:27:55.834>can <00:27:55.836>absorb. <00:27:55.837>Copilot's <00:27:55.839>the

00:27:55.840 --> 00:27:57.750 align:start position:0%
<00:27:55.840>of <00:27:55.939>context <00:27:56.040>we <00:27:56.139>can <00:27:56.240>absorb. <00:27:56.340>Copilot's <00:27:56.439>the <00:27:56.540>same. <00:27:56.639>So, <00:27:56.740>then <00:27:56.840>we <00:27:56.939>need <00:27:57.040>to <00:27:57.139>narrow <00:27:57.240>down

00:27:57.750 --> 00:27:57.760 align:start position:0%
<00:27:57.750>same. <00:27:57.751>So, <00:27:57.752>then <00:27:57.753>we <00:27:57.755>need <00:27:57.756>to <00:27:57.757>narrow <00:27:57.759>down

00:27:57.760 --> 00:27:59.710 align:start position:0%
<00:27:57.760>same. <00:27:57.853>So, <00:27:57.946>then <00:27:58.040>we <00:27:58.133>need <00:27:58.226>to <00:27:58.320>narrow <00:27:58.413>down <00:27:58.506>the <00:27:58.600>ask <00:27:58.693>and <00:27:58.786>maybe <00:27:58.879>do <00:27:58.973>a <00:27:59.066>smaller <00:27:59.160>running

00:27:59.710 --> 00:27:59.720 align:start position:0%
<00:27:59.710>the <00:27:59.711>ask <00:27:59.712>and <00:27:59.713>maybe <00:27:59.715>do <00:27:59.716>a <00:27:59.717>smaller <00:27:59.719>running

00:27:59.720 --> 00:28:02.390 align:start position:0%
<00:27:59.720>the <00:27:59.827>ask <00:27:59.935>and <00:28:00.043>maybe <00:28:00.150>do <00:28:00.258>a <00:28:00.366>smaller <00:28:00.473>running <00:28:00.581>feature <00:28:00.689>uh <00:28:00.796>in <00:28:00.904>our <00:28:01.012>code <00:28:01.120>bases.

00:28:02.390 --> 00:28:02.400 align:start position:0%
<00:28:02.390>feature <00:28:02.391>uh <00:28:02.393>in <00:28:02.395>our <00:28:02.397>code <00:28:02.399>bases.

00:28:02.400 --> 00:28:04.030 align:start position:0%
<00:28:02.400>feature <00:28:02.500>uh <00:28:02.600>in <00:28:02.700>our <00:28:02.800>code <00:28:02.900>bases. <00:28:03.000>&gt;&gt; <00:28:03.100>Thanks <00:28:03.200>a <00:28:03.300>lot. <00:28:03.400>I <00:28:03.500>actually <00:28:03.600>do <00:28:03.700>have <00:28:03.800>one

00:28:04.030 --> 00:28:04.040 align:start position:0%
<00:28:04.030>&gt;&gt; <00:28:04.031>Thanks <00:28:04.032>a <00:28:04.033>lot. <00:28:04.034>I <00:28:04.035>actually <00:28:04.036>do <00:28:04.037>have <00:28:04.039>one

00:28:04.040 --> 00:28:04.710 align:start position:0%
<00:28:04.040>&gt;&gt; <00:28:04.100>Thanks <00:28:04.160>a <00:28:04.220>lot. <00:28:04.281>I <00:28:04.341>actually <00:28:04.401>do <00:28:04.462>have <00:28:04.522>one <00:28:04.582>question <00:28:04.643>myself.

00:28:04.710 --> 00:28:04.720 align:start position:0%
<00:28:04.710>question <00:28:04.719>myself.

00:28:04.720 --> 00:28:05.110 align:start position:0%
<00:28:04.720>question <00:28:04.837>myself. <00:28:04.954>&gt;&gt; <00:28:05.071>Yes.

00:28:05.110 --> 00:28:05.120 align:start position:0%
<00:28:05.110>&gt;&gt; <00:28:05.119>Yes.

00:28:05.120 --> 00:28:07.030 align:start position:0%
<00:28:05.120>&gt;&gt; <00:28:05.294>Yes. <00:28:05.469>&gt;&gt; <00:28:05.645>We <00:28:05.820>had <00:28:05.995>a <00:28:06.169>conversation <00:28:06.344>yesterday <00:28:06.520>where

00:28:07.030 --> 00:28:07.040 align:start position:0%
<00:28:07.030>&gt;&gt; <00:28:07.031>We <00:28:07.033>had <00:28:07.034>a <00:28:07.036>conversation <00:28:07.037>yesterday <00:28:07.039>where

00:28:07.040 --> 00:28:09.670 align:start position:0%
<00:28:07.040>&gt;&gt; <00:28:07.139>We <00:28:07.240>had <00:28:07.340>a <00:28:07.440>conversation <00:28:07.540>yesterday <00:28:07.639>where <00:28:07.740>someone <00:28:07.840>mentioned <00:28:07.940>if <00:28:08.040>they <00:28:08.139>go <00:28:08.240>to <00:28:08.340>bed <00:28:08.440>and

00:28:09.670 --> 00:28:09.680 align:start position:0%
<00:28:09.670>someone <00:28:09.671>mentioned <00:28:09.672>if <00:28:09.673>they <00:28:09.675>go <00:28:09.676>to <00:28:09.677>bed <00:28:09.679>and

00:28:09.680 --> 00:28:11.390 align:start position:0%
<00:28:09.680>someone <00:28:09.787>mentioned <00:28:09.895>if <00:28:10.003>they <00:28:10.110>go <00:28:10.218>to <00:28:10.326>bed <00:28:10.433>and <00:28:10.541>the <00:28:10.649>agent <00:28:10.756>isn't <00:28:10.864>doing <00:28:10.972>anything, <00:28:11.080>they

00:28:11.390 --> 00:28:11.400 align:start position:0%
<00:28:11.390>the <00:28:11.391>agent <00:28:11.393>isn't <00:28:11.395>doing <00:28:11.397>anything, <00:28:11.399>they

00:28:11.400 --> 00:28:13.150 align:start position:0%
<00:28:11.400>the <00:28:11.516>agent <00:28:11.633>isn't <00:28:11.750>doing <00:28:11.866>anything, <00:28:11.983>they <00:28:12.100>feel <00:28:12.216>bad <00:28:12.333>and <00:28:12.450>can't <00:28:12.566>can't <00:28:12.683>sleep <00:28:12.800>properly.

00:28:13.150 --> 00:28:13.160 align:start position:0%
<00:28:13.150>feel <00:28:13.151>bad <00:28:13.153>and <00:28:13.154>can't <00:28:13.156>can't <00:28:13.157>sleep <00:28:13.159>properly.

00:28:13.160 --> 00:28:14.510 align:start position:0%
<00:28:13.160>feel <00:28:13.235>bad <00:28:13.311>and <00:28:13.387>can't <00:28:13.463>can't <00:28:13.539>sleep <00:28:13.615>properly. <00:28:13.691>Do <00:28:13.767>you <00:28:13.843>still <00:28:13.919>Do <00:28:13.995>you <00:28:14.071>have <00:28:14.147>the <00:28:14.223>same <00:28:14.299>or <00:28:14.375>is

00:28:14.510 --> 00:28:14.520 align:start position:0%
<00:28:14.510>Do <00:28:14.511>you <00:28:14.512>still <00:28:14.513>Do <00:28:14.514>you <00:28:14.514>have <00:28:14.516>the <00:28:14.517>same <00:28:14.518>or <00:28:14.519>is

00:28:14.520 --> 00:28:16.870 align:start position:0%
<00:28:14.520>Do <00:28:14.613>you <00:28:14.706>still <00:28:14.800>Do <00:28:14.893>you <00:28:14.986>have <00:28:15.080>the <00:28:15.173>same <00:28:15.266>or <00:28:15.360>is <00:28:15.453>that <00:28:15.546>not <00:28:15.639>at <00:28:15.733>that <00:28:15.826>level <00:28:15.920>yet?

00:28:16.870 --> 00:28:16.880 align:start position:0%
<00:28:16.870>that <00:28:16.871>not <00:28:16.873>at <00:28:16.875>that <00:28:16.877>level <00:28:16.879>yet?

00:28:16.880 --> 00:28:17.630 align:start position:0%
<00:28:16.880>that <00:28:16.964>not <00:28:17.048>at <00:28:17.133>that <00:28:17.217>level <00:28:17.301>yet? <00:28:17.386>&gt;&gt; <00:28:17.470>Say <00:28:17.555>again.

00:28:17.630 --> 00:28:17.640 align:start position:0%
<00:28:17.630>&gt;&gt; <00:28:17.634>Say <00:28:17.639>again.

00:28:17.640 --> 00:28:19.990 align:start position:0%
<00:28:17.640>&gt;&gt; <00:28:17.747>Say <00:28:17.855>again. <00:28:17.963>&gt;&gt; <00:28:18.070>If <00:28:18.178>you <00:28:18.286>go <00:28:18.393>to <00:28:18.501>sleep <00:28:18.609>and <00:28:18.716>your <00:28:18.824>agent <00:28:18.932>is <00:28:19.040>not

00:28:19.990 --> 00:28:20.000 align:start position:0%
<00:28:19.990>&gt;&gt; <00:28:19.990>If <00:28:19.991>you <00:28:19.992>go <00:28:19.993>to <00:28:19.994>sleep <00:28:19.995>and <00:28:19.996>your <00:28:19.997>agent <00:28:19.998>is <00:28:19.999>not

00:28:20.000 --> 00:28:21.950 align:start position:0%
<00:28:20.000>&gt;&gt; <00:28:20.087>If <00:28:20.175>you <00:28:20.262>go <00:28:20.350>to <00:28:20.437>sleep <00:28:20.525>and <00:28:20.612>your <00:28:20.700>agent <00:28:20.787>is <00:28:20.875>not <00:28:20.962>working <00:28:21.050>while <00:28:21.137>you're <00:28:21.225>sleeping, <00:28:21.312>do <00:28:21.400>you

00:28:21.950 --> 00:28:21.960 align:start position:0%
<00:28:21.950>working <00:28:21.951>while <00:28:21.953>you're <00:28:21.955>sleeping, <00:28:21.957>do <00:28:21.959>you

00:28:21.960 --> 00:28:23.350 align:start position:0%
<00:28:21.960>working <00:28:22.056>while <00:28:22.152>you're <00:28:22.248>sleeping, <00:28:22.344>do <00:28:22.441>you <00:28:22.537>feel <00:28:22.633>bad <00:28:22.729>about <00:28:22.826>that <00:28:22.922>or <00:28:23.018>is <00:28:23.114>that <00:28:23.211>still

00:28:23.350 --> 00:28:23.360 align:start position:0%
<00:28:23.350>feel <00:28:23.351>bad <00:28:23.352>about <00:28:23.353>that <00:28:23.355>or <00:28:23.356>is <00:28:23.357>that <00:28:23.359>still

00:28:23.360 --> 00:28:24.390 align:start position:0%
<00:28:23.360>feel <00:28:23.452>bad <00:28:23.545>about <00:28:23.638>that <00:28:23.730>or <00:28:23.823>is <00:28:23.916>that <00:28:24.008>still <00:28:24.101>okay <00:28:24.194>for <00:28:24.287>you?

00:28:24.390 --> 00:28:24.400 align:start position:0%
<00:28:24.390>okay <00:28:24.394>for <00:28:24.399>you?

00:28:24.400 --> 00:28:26.510 align:start position:0%
<00:28:24.400>okay <00:28:24.527>for <00:28:24.654>you? <00:28:24.781>&gt;&gt; <00:28:24.909>If <00:28:25.036>I'm <00:28:25.163>delegating, <00:28:25.290>it's <00:28:25.418>okay. <00:28:25.545>I'm <00:28:25.672>I <00:28:25.800>let

00:28:26.510 --> 00:28:26.520 align:start position:0%
<00:28:26.510>&gt;&gt; <00:28:26.511>If <00:28:26.512>I'm <00:28:26.513>delegating, <00:28:26.514>it's <00:28:26.515>okay. <00:28:26.516>I'm <00:28:26.517>I <00:28:26.519>let

00:28:26.520 --> 00:28:27.910 align:start position:0%
<00:28:26.520>&gt;&gt; <00:28:26.589>If <00:28:26.659>I'm <00:28:26.728>delegating, <00:28:26.798>it's <00:28:26.867>okay. <00:28:26.937>I'm <00:28:27.006>I <00:28:27.076>let <00:28:27.145>the <00:28:27.215>agent <00:28:27.284>work. <00:28:27.354>I <00:28:27.423>let <00:28:27.493>it <00:28:27.562>do <00:28:27.632>the <00:28:27.701>work <00:28:27.771>I

00:28:27.910 --> 00:28:27.920 align:start position:0%
<00:28:27.910>the <00:28:27.911>agent <00:28:27.912>work. <00:28:27.913>I <00:28:27.914>let <00:28:27.915>it <00:28:27.916>do <00:28:27.917>the <00:28:27.918>work <00:28:27.919>I

00:28:27.920 --> 00:28:28.670 align:start position:0%
<00:28:27.920>the <00:28:27.971>agent <00:28:28.023>work. <00:28:28.075>I <00:28:28.127>let <00:28:28.179>it <00:28:28.231>do <00:28:28.283>the <00:28:28.335>work <00:28:28.387>I <00:28:28.439>don't <00:28:28.491>want <00:28:28.543>to <00:28:28.595>do.

00:28:28.670 --> 00:28:28.680 align:start position:0%
<00:28:28.670>don't <00:28:28.673>want <00:28:28.676>to <00:28:28.679>do.

00:28:28.680 --> 00:28:30.310 align:start position:0%
<00:28:28.680>don't <00:28:28.880>want <00:28:29.080>to <00:28:29.280>do. <00:28:29.480>&gt;&gt; <00:28:29.680>Okay. <00:28:29.880>Thank <00:28:30.080>you.

00:28:30.310 --> 00:28:30.320 align:start position:0%
<00:28:30.310>&gt;&gt; <00:28:30.312>Okay. <00:28:30.316>Thank <00:28:30.319>you.

00:28:30.320 --> 00:28:31.950 align:start position:0%
<00:28:30.320>&gt;&gt; <00:28:30.460>Okay. <00:28:30.600>Thank <00:28:30.740>you. <00:28:30.879>&gt;&gt; <00:28:31.020>Thank <00:28:31.159>you <00:28:31.300>all, <00:28:31.439>everyone, <00:28:31.580>and <00:28:31.720>let's

00:28:31.950 --> 00:28:31.960 align:start position:0%
<00:28:31.950>&gt;&gt; <00:28:31.951>Thank <00:28:31.953>you <00:28:31.954>all, <00:28:31.956>everyone, <00:28:31.957>and <00:28:31.959>let's

00:28:31.960 --> 00:28:33.830 align:start position:0%
<00:28:31.960>&gt;&gt; <00:28:32.060>Thank <00:28:32.160>you <00:28:32.260>all, <00:28:32.360>everyone, <00:28:32.460>and <00:28:32.560>let's <00:28:32.660>change <00:28:32.760>the <00:28:32.860>world <00:28:32.960>one <00:28:33.060>pull <00:28:33.160>request <00:28:33.260>at <00:28:33.360>a

00:28:33.830 --> 00:28:33.840 align:start position:0%
<00:28:33.830>change <00:28:33.831>the <00:28:33.832>world <00:28:33.833>one <00:28:33.835>pull <00:28:33.836>request <00:28:33.837>at <00:28:33.839>a

00:28:33.840 --> 00:28:35.454 align:start position:0%
<00:28:33.840>change <00:28:34.014>the <00:28:34.189>world <00:28:34.365>one <00:28:34.540>pull <00:28:34.715>request <00:28:34.889>at <00:28:35.064>a <00:28:35.240>time.

00:28:35.454 --> 00:28:35.464 align:start position:0%
time.

00:28:35.464 --> 00:28:36.790 align:start position:0%
<00:28:35.464>time. <00:28:36.060>&gt;&gt; <00:28:36.657>[applause]

00:28:36.790 --> 00:28:36.800 align:start position:0%
<00:28:36.790>&gt;&gt; <00:28:36.799>[applause]

00:28:36.800 --> 00:28:38.430 align:start position:0%
<00:28:36.800>&gt;&gt; <00:28:36.927>[applause] <00:28:37.054>&gt;&gt; <00:28:37.181>Um <00:28:37.309>April's <00:28:37.436>going <00:28:37.563>to <00:28:37.690>be <00:28:37.818>at <00:28:37.945>the <00:28:38.072>booth, <00:28:38.200>I

00:28:38.430 --> 00:28:38.440 align:start position:0%
<00:28:38.430>&gt;&gt; <00:28:38.431>Um <00:28:38.432>April's <00:28:38.433>going <00:28:38.434>to <00:28:38.435>be <00:28:38.436>at <00:28:38.437>the <00:28:38.438>booth, <00:28:38.439>I

00:28:38.440 --> 00:28:39.990 align:start position:0%
<00:28:38.440>&gt;&gt; <00:28:38.527>Um <00:28:38.614>April's <00:28:38.701>going <00:28:38.788>to <00:28:38.875>be <00:28:38.963>at <00:28:39.050>the <00:28:39.137>booth, <00:28:39.224>I <00:28:39.311>guess. <00:28:39.399>If <00:28:39.486>you <00:28:39.573>have <00:28:39.660>some <00:28:39.747>some <00:28:39.835>questions

00:28:39.990 --> 00:28:40.000 align:start position:0%
<00:28:39.990>guess. <00:28:39.991>If <00:28:39.993>you <00:28:39.994>have <00:28:39.996>some <00:28:39.997>some <00:28:39.999>questions

00:28:40.000 --> 00:28:41.590 align:start position:0%
<00:28:40.000>guess. <00:28:40.107>If <00:28:40.215>you <00:28:40.323>have <00:28:40.430>some <00:28:40.538>some <00:28:40.646>questions <00:28:40.753>later, <00:28:40.861>you <00:28:40.969>can <00:28:41.076>go <00:28:41.184>to <00:28:41.292>the <00:28:41.400>Microsoft

00:28:41.590 --> 00:28:41.600 align:start position:0%
<00:28:41.590>later, <00:28:41.591>you <00:28:41.592>can <00:28:41.594>go <00:28:41.596>to <00:28:41.597>the <00:28:41.599>Microsoft

00:28:41.600 --> 00:28:42.670 align:start position:0%
<00:28:41.600>later, <00:28:41.720>you <00:28:41.840>can <00:28:41.961>go <00:28:42.081>to <00:28:42.201>the <00:28:42.322>Microsoft <00:28:42.442>GitHub <00:28:42.563>booth.

00:28:42.670 --> 00:28:42.680 align:start position:0%
<00:28:42.670>GitHub <00:28:42.679>booth.

00:28:42.680 --> 00:28:44.270 align:start position:0%
<00:28:42.680>GitHub <00:28:42.820>booth. <00:28:42.960>Uh <00:28:43.100>we <00:28:43.240>do <00:28:43.380>have <00:28:43.520>a <00:28:43.660>10-minute <00:28:43.800>break <00:28:43.940>now, <00:28:44.080>and

00:28:44.270 --> 00:28:44.280 align:start position:0%
<00:28:44.270>Uh <00:28:44.271>we <00:28:44.272>do <00:28:44.273>have <00:28:44.274>a <00:28:44.275>10-minute <00:28:44.276>break <00:28:44.277>now, <00:28:44.279>and

00:28:44.280 --> 00:28:48.030 align:start position:0%
<00:28:44.280>Uh <00:28:44.367>we <00:28:44.455>do <00:28:44.542>have <00:28:44.629>a <00:28:44.717>10-minute <00:28:44.805>break <00:28:44.892>now, <00:28:44.980>and <00:28:45.067>then <00:28:45.155>we <00:28:45.242>prepare <00:28:45.330>for <00:28:45.417>the <00:28:45.504>next <00:28:45.592>session, <00:28:45.680>so

00:28:48.030 --> 00:28:48.040 align:start position:0%
<00:28:48.030>then <00:28:48.031>we <00:28:48.032>prepare <00:28:48.033>for <00:28:48.035>the <00:28:48.036>next <00:28:48.037>session, <00:28:48.039>so

00:28:48.040 --> 00:28:50.440 align:start position:0%
<00:28:48.040>then <00:28:48.195>we <00:28:48.351>prepare <00:28:48.506>for <00:28:48.662>the <00:28:48.817>next <00:28:48.973>session, <00:28:49.128>so <00:28:49.284>Thank <00:28:49.440>you.