WEBVTT

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<00:00:02.879>Thanks <00:00:03.079>a <00:00:03.279>lot. <00:00:03.479>Um, <00:00:03.679>and <00:00:03.879>thanks <00:00:04.078>for <00:00:04.279>having

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<00:00:05.430>Thanks <00:00:05.431>a <00:00:05.432>lot. <00:00:05.433>Um, <00:00:05.435>and <00:00:05.436>thanks <00:00:05.437>for <00:00:05.439>having

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<00:00:05.440>Thanks <00:00:05.533>a <00:00:05.626>lot. <00:00:05.720>Um, <00:00:05.813>and <00:00:05.906>thanks <00:00:06.000>for <00:00:06.093>having <00:00:06.186>me <00:00:06.280>today. <00:00:06.373>Yeah, <00:00:06.466>I <00:00:06.560>want <00:00:06.653>to <00:00:06.746>dive <00:00:06.840>into

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<00:00:08.710>me <00:00:08.711>today. <00:00:08.712>Yeah, <00:00:08.713>I <00:00:08.715>want <00:00:08.716>to <00:00:08.717>dive <00:00:08.719>into

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<00:00:08.720>me <00:00:08.836>today. <00:00:08.953>Yeah, <00:00:09.070>I <00:00:09.186>want <00:00:09.303>to <00:00:09.420>dive <00:00:09.536>into <00:00:09.653>agents, <00:00:09.770>meeting <00:00:09.886>legacy, <00:00:10.003>meeting <00:00:10.120>code,

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<00:00:11.350>agents, <00:00:11.352>meeting <00:00:11.354>legacy, <00:00:11.356>meeting <00:00:11.359>code,

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<00:00:11.360>agents, <00:00:11.467>meeting <00:00:11.575>legacy, <00:00:11.683>meeting <00:00:11.790>code, <00:00:11.898>and <00:00:12.006>what <00:00:12.113>to <00:00:12.221>change, <00:00:12.329>maybe <00:00:12.436>what <00:00:12.544>to <00:00:12.652>not <00:00:12.760>to

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<00:00:19.429>the <00:00:19.430>loop. <00:00:19.431>Uh, <00:00:19.432>this <00:00:19.433>is <00:00:19.434>me. <00:00:19.435>I've <00:00:19.436>been <00:00:19.438>with

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<00:00:19.439>the <00:00:19.526>loop. <00:00:19.614>Uh, <00:00:19.701>this <00:00:19.789>is <00:00:19.876>me. <00:00:19.964>I've <00:00:20.051>been <00:00:20.139>with <00:00:20.226>GitLab <00:00:20.314>for <00:00:20.401>roughly <00:00:20.489>6 <00:00:20.576>years <00:00:20.664>and <00:00:20.751>a <00:00:20.839>couple

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<00:00:21.830>GitLab <00:00:21.831>for <00:00:21.832>roughly <00:00:21.833>6 <00:00:21.835>years <00:00:21.836>and <00:00:21.837>a <00:00:21.839>couple

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<00:00:21.840>GitLab <00:00:21.933>for <00:00:22.026>roughly <00:00:22.120>6 <00:00:22.213>years <00:00:22.306>and <00:00:22.400>a <00:00:22.493>couple <00:00:22.586>months <00:00:22.680>now. <00:00:22.773>If <00:00:22.866>you <00:00:22.960>want <00:00:23.053>to <00:00:23.146>connect, <00:00:23.240>I'm

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<00:00:23.830>months <00:00:23.831>now. <00:00:23.832>If <00:00:23.833>you <00:00:23.835>want <00:00:23.836>to <00:00:23.837>connect, <00:00:23.839>I'm

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<00:00:23.840>months <00:00:23.940>now. <00:00:24.040>If <00:00:24.140>you <00:00:24.240>want <00:00:24.340>to <00:00:24.440>connect, <00:00:24.540>I'm <00:00:24.640>DNSM <00:00:24.740>here <00:00:24.840>online, <00:00:24.940>but <00:00:25.040>it's <00:00:25.140>not <00:00:25.240>really

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<00:00:31.359>expect <00:00:31.459>today. <00:00:31.559>So <00:00:31.659>I <00:00:31.759>have <00:00:31.859>some <00:00:31.959>live <00:00:32.059>demos <00:00:32.159>prepared. <00:00:32.259>Um <00:00:32.359>hopefully <00:00:32.459>we <00:00:32.559>match <00:00:32.659>the <00:00:32.759>25

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<00:00:34.640>prepared. <00:00:34.733>Um <00:00:34.826>hopefully <00:00:34.920>we <00:00:35.013>match <00:00:35.106>the <00:00:35.200>25 <00:00:35.293>to <00:00:35.386>30 <00:00:35.480>minutes. <00:00:35.573>Um <00:00:35.666>what <00:00:35.760>are <00:00:35.853>the <00:00:35.946>use <00:00:36.040>cases

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<00:00:37.750>to <00:00:37.751>30 <00:00:37.752>minutes. <00:00:37.753>Um <00:00:37.754>what <00:00:37.755>are <00:00:37.756>the <00:00:37.757>use <00:00:37.759>cases

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<00:00:37.760>to <00:00:37.860>30 <00:00:37.960>minutes. <00:00:38.059>Um <00:00:38.160>what <00:00:38.260>are <00:00:38.360>the <00:00:38.460>use <00:00:38.559>cases <00:00:38.660>that <00:00:38.760>we <00:00:38.860>can <00:00:38.960>look <00:00:39.059>into <00:00:39.160>modernization

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<00:00:44.549>lowrisk <00:00:44.550>and <00:00:44.552>also <00:00:44.554>best <00:00:44.556>practices <00:00:44.558>anything

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<00:00:48.640>years <00:00:48.767>speaking <00:00:48.894>to <00:00:49.021>customers <00:00:49.149>speaking <00:00:49.276>to <00:00:49.403>wider <00:00:49.530>community. <00:00:49.658>Um <00:00:49.785>anything <00:00:49.912>that <00:00:50.040>I

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<00:00:51.029>wider <00:00:51.030>community. <00:00:51.032>Um <00:00:51.034>anything <00:00:51.036>that <00:00:51.038>I

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<00:00:51.039>wider <00:00:51.155>community. <00:00:51.272>Um <00:00:51.389>anything <00:00:51.505>that <00:00:51.622>I <00:00:51.739>share <00:00:51.855>today <00:00:51.972>is <00:00:52.089>like <00:00:52.205>experience. <00:00:52.322>It's <00:00:52.439>not

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<00:00:53.110>share <00:00:53.111>today <00:00:53.113>is <00:00:53.114>like <00:00:53.116>experience. <00:00:53.117>It's <00:00:53.119>not

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<00:00:53.120>share <00:00:53.227>today <00:00:53.335>is <00:00:53.443>like <00:00:53.550>experience. <00:00:53.658>It's <00:00:53.766>not <00:00:53.873>really <00:00:53.981>about <00:00:54.089>products <00:00:54.196>and <00:00:54.304>tools. <00:00:54.412>So <00:00:54.519>I

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<00:00:54.950>really <00:00:54.951>about <00:00:54.953>products <00:00:54.954>and <00:00:54.956>tools. <00:00:54.957>So <00:00:54.959>I

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<00:00:54.960>really <00:00:55.076>about <00:00:55.193>products <00:00:55.310>and <00:00:55.426>tools. <00:00:55.543>So <00:00:55.660>I <00:00:55.776>don't <00:00:55.893>have <00:00:56.010>any <00:00:56.126>benchmarks <00:00:56.243>or <00:00:56.360>comparisons

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<00:00:57.110>don't <00:00:57.111>have <00:00:57.113>any <00:00:57.115>benchmarks <00:00:57.117>or <00:00:57.119>comparisons

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<00:00:57.120>don't <00:00:57.236>have <00:00:57.353>any <00:00:57.470>benchmarks <00:00:57.586>or <00:00:57.703>comparisons <00:00:57.820>rather <00:00:57.936>much <00:00:58.053>like <00:00:58.169>how <00:00:58.286>to <00:00:58.403>solve <00:00:58.519>specific

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<00:00:59.029>rather <00:00:59.030>much <00:00:59.032>like <00:00:59.033>how <00:00:59.035>to <00:00:59.036>solve <00:00:59.038>specific

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<00:00:59.039>rather <00:00:59.239>much <00:00:59.439>like <00:00:59.639>how <00:00:59.839>to <00:01:00.039>solve <00:01:00.239>specific <00:01:00.439>problems.

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problems.

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<00:01:00.879>problems. <00:01:01.053>So <00:01:01.229>when <00:01:01.404>we <00:01:01.579>switch <00:01:01.754>into <00:01:01.928>long <00:01:02.104>long <00:01:02.279>time

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<00:01:03.830>So <00:01:03.831>when <00:01:03.832>we <00:01:03.833>switch <00:01:03.835>into <00:01:03.836>long <00:01:03.837>long <00:01:03.839>time

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<00:01:03.840>So <00:01:03.933>when <00:01:04.026>we <00:01:04.120>switch <00:01:04.213>into <00:01:04.306>long <00:01:04.400>long <00:01:04.493>time <00:01:04.586>ago <00:01:04.680>when <00:01:04.773>I <00:01:04.866>was <00:01:04.960>an <00:01:05.053>open <00:01:05.146>source <00:01:05.240>maintainer

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<00:01:06.390>ago <00:01:06.391>when <00:01:06.392>I <00:01:06.393>was <00:01:06.395>an <00:01:06.396>open <00:01:06.397>source <00:01:06.399>maintainer

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<00:01:06.400>ago <00:01:06.487>when <00:01:06.575>I <00:01:06.662>was <00:01:06.750>an <00:01:06.837>open <00:01:06.925>source <00:01:07.012>maintainer <00:01:07.100>um <00:01:07.187>in <00:01:07.275>my <00:01:07.362>previous <00:01:07.450>job <00:01:07.537>um <00:01:07.625>I <00:01:07.712>spent <00:01:07.800>weeks

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<00:01:09.510>um <00:01:09.511>in <00:01:09.512>my <00:01:09.513>previous <00:01:09.514>job <00:01:09.515>um <00:01:09.516>I <00:01:09.517>spent <00:01:09.518>weeks

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<00:01:09.520>um <00:01:09.627>in <00:01:09.735>my <00:01:09.843>previous <00:01:09.950>job <00:01:10.058>um <00:01:10.166>I <00:01:10.273>spent <00:01:10.381>weeks <00:01:10.489>debugging <00:01:10.596>like <00:01:10.704>memory <00:01:10.812>leaks <00:01:10.920>deadlocks

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<00:01:11.990>debugging <00:01:11.992>like <00:01:11.994>memory <00:01:11.996>leaks <00:01:11.999>deadlocks

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<00:01:12.000>debugging <00:01:12.127>like <00:01:12.254>memory <00:01:12.381>leaks <00:01:12.509>deadlocks <00:01:12.636>network <00:01:12.763>latencies <00:01:12.890>also <00:01:13.018>DNS <00:01:13.145>was <00:01:13.272>part <00:01:13.400>of

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<00:01:15.429>network <00:01:15.430>latencies <00:01:15.432>also <00:01:15.433>DNS <00:01:15.435>was <00:01:15.436>part <00:01:15.437>of

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<00:01:15.439>network <00:01:15.546>latencies <00:01:15.654>also <00:01:15.762>DNS <00:01:15.869>was <00:01:15.977>part <00:01:16.085>of <00:01:16.192>that <00:01:16.300>and <00:01:16.408>sometimes <00:01:16.515>I <00:01:16.623>also <00:01:16.731>left <00:01:16.839>comments

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<00:01:17.590>that <00:01:17.591>and <00:01:17.593>sometimes <00:01:17.594>I <00:01:17.596>also <00:01:17.597>left <00:01:17.598>comments

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<00:01:17.600>that <00:01:17.699>and <00:01:17.800>sometimes <00:01:17.899>I <00:01:18.000>also <00:01:18.100>left <00:01:18.199>comments <00:01:18.300>for <00:01:18.399>my <00:01:18.500>later <00:01:18.600>self <00:01:18.699>like <00:01:18.800>this <00:01:18.899>is <00:01:19.000>sparta

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<00:01:20.149>for <00:01:20.150>my <00:01:20.151>later <00:01:20.152>self <00:01:20.154>like <00:01:20.155>this <00:01:20.156>is <00:01:20.157>sparta

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<00:01:20.158>for <00:01:20.258>my <00:01:20.359>later <00:01:20.458>self <00:01:20.559>like <00:01:20.658>this <00:01:20.758>is <00:01:20.859>sparta <00:01:20.958>please <00:01:21.059>don't <00:01:21.158>touch <00:01:21.258>that <00:01:21.359>code <00:01:21.458>anymore. <00:01:21.559>So

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<00:01:22.469>please <00:01:22.470>don't <00:01:22.472>touch <00:01:22.473>that <00:01:22.475>code <00:01:22.476>anymore. <00:01:22.478>So

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<00:01:22.479>please <00:01:22.572>don't <00:01:22.665>touch <00:01:22.759>that <00:01:22.852>code <00:01:22.945>anymore. <00:01:23.039>So <00:01:23.132>like <00:01:23.225>in <00:01:23.319>2013 <00:01:23.412>I <00:01:23.505>was <00:01:23.599>a <00:01:23.692>little <00:01:23.785>like <00:01:23.879>in

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<00:01:24.630>like <00:01:24.631>in <00:01:24.632>2013 <00:01:24.633>I <00:01:24.634>was <00:01:24.635>a <00:01:24.636>little <00:01:24.637>like <00:01:24.639>in

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<00:01:24.640>like <00:01:24.733>in <00:01:24.826>2013 <00:01:24.920>I <00:01:25.013>was <00:01:25.106>a <00:01:25.200>little <00:01:25.293>like <00:01:25.386>in <00:01:25.480>rampage <00:01:25.573>mode <00:01:25.666>I <00:01:25.760>guess <00:01:25.853>in <00:01:25.946>that <00:01:26.040>source

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<00:01:26.310>rampage <00:01:26.311>mode <00:01:26.313>I <00:01:26.314>guess <00:01:26.316>in <00:01:26.317>that <00:01:26.318>source

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<00:01:26.320>rampage <00:01:26.419>mode <00:01:26.520>I <00:01:26.619>guess <00:01:26.720>in <00:01:26.820>that <00:01:26.919>source <00:01:27.020>code. <00:01:27.119>Um <00:01:27.220>and <00:01:27.320>it <00:01:27.419>still <00:01:27.520>exists <00:01:27.619>today <00:01:27.720>in

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<00:01:29.270>code. <00:01:29.271>Um <00:01:29.272>and <00:01:29.273>it <00:01:29.275>still <00:01:29.276>exists <00:01:29.277>today <00:01:29.279>in

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<00:01:29.280>code. <00:01:29.387>Um <00:01:29.495>and <00:01:29.603>it <00:01:29.710>still <00:01:29.818>exists <00:01:29.926>today <00:01:30.033>in <00:01:30.141>the <00:01:30.249>upstream. <00:01:30.356>So <00:01:30.464>probably <00:01:30.572>nobody <00:01:30.680>ever

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<00:01:31.590>the <00:01:31.591>upstream. <00:01:31.593>So <00:01:31.595>probably <00:01:31.597>nobody <00:01:31.598>ever

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<00:01:31.600>the <00:01:31.707>upstream. <00:01:31.815>So <00:01:31.923>probably <00:01:32.030>nobody <00:01:32.138>ever <00:01:32.246>touched <00:01:32.353>that <00:01:32.461>code. <00:01:32.569>Um <00:01:32.676>I <00:01:32.784>do <00:01:32.892>have <00:01:33.000>like

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<00:01:34.870>touched <00:01:34.871>that <00:01:34.872>code. <00:01:34.873>Um <00:01:34.875>I <00:01:34.876>do <00:01:34.877>have <00:01:34.878>like

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<00:01:34.880>touched <00:01:34.987>that <00:01:35.095>code. <00:01:35.203>Um <00:01:35.310>I <00:01:35.418>do <00:01:35.526>have <00:01:35.633>like <00:01:35.741>experience. <00:01:35.849>I <00:01:35.956>like <00:01:36.064>to <00:01:36.172>continuously <00:01:36.280>learn

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<00:01:36.950>experience. <00:01:36.951>I <00:01:36.953>like <00:01:36.955>to <00:01:36.957>continuously <00:01:36.959>learn

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<00:01:36.960>experience. <00:01:37.076>I <00:01:37.193>like <00:01:37.310>to <00:01:37.426>continuously <00:01:37.543>learn <00:01:37.660>new <00:01:37.776>languages <00:01:37.893>um <00:01:38.010>see <00:01:38.126>what's <00:01:38.243>possible. <00:01:38.360>So

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<00:01:40.390>new <00:01:40.391>languages <00:01:40.393>um <00:01:40.394>see <00:01:40.396>what's <00:01:40.397>possible. <00:01:40.399>So

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<00:01:40.400>new <00:01:40.493>languages <00:01:40.586>um <00:01:40.680>see <00:01:40.773>what's <00:01:40.866>possible. <00:01:40.960>So <00:01:41.053>quite <00:01:41.146>a <00:01:41.240>few <00:01:41.333>things <00:01:41.426>in <00:01:41.520>my <00:01:41.613>stack. <00:01:41.706>Um <00:01:41.800>and

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<00:01:44.069>quite <00:01:44.070>a <00:01:44.071>few <00:01:44.072>things <00:01:44.073>in <00:01:44.074>my <00:01:44.075>stack. <00:01:44.076>Um <00:01:44.078>and

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<00:01:44.079>quite <00:01:44.161>a <00:01:44.243>few <00:01:44.326>things <00:01:44.408>in <00:01:44.490>my <00:01:44.573>stack. <00:01:44.655>Um <00:01:44.737>and <00:01:44.820>then <00:01:44.902>AI <00:01:44.984>came <00:01:45.067>about <00:01:45.149>and <00:01:45.231>I <00:01:45.314>needed <00:01:45.396>to <00:01:45.479>learn

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<00:01:46.789>then <00:01:46.790>AI <00:01:46.791>came <00:01:46.792>about <00:01:46.793>and <00:01:46.794>I <00:01:46.795>needed <00:01:46.796>to <00:01:46.798>learn

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<00:01:46.799>then <00:01:46.881>AI <00:01:46.963>came <00:01:47.046>about <00:01:47.128>and <00:01:47.210>I <00:01:47.293>needed <00:01:47.375>to <00:01:47.457>learn <00:01:47.540>it <00:01:47.622>from <00:01:47.704>scratch <00:01:47.787>in <00:01:47.869>like <00:01:47.951>2023. <00:01:48.034>I <00:01:48.116>had <00:01:48.199>no

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<00:01:49.190>it <00:01:49.191>from <00:01:49.192>scratch <00:01:49.193>in <00:01:49.194>like <00:01:49.195>2023. <00:01:49.196>I <00:01:49.197>had <00:01:49.199>no

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<00:01:49.200>it <00:01:49.287>from <00:01:49.375>scratch <00:01:49.462>in <00:01:49.550>like <00:01:49.637>2023. <00:01:49.725>I <00:01:49.812>had <00:01:49.900>no <00:01:49.987>idea <00:01:50.075>what <00:01:50.162>to <00:01:50.250>write <00:01:50.337>in <00:01:50.425>a <00:01:50.512>chat <00:01:50.600>interface.

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<00:01:51.590>idea <00:01:51.591>what <00:01:51.592>to <00:01:51.593>write <00:01:51.595>in <00:01:51.596>a <00:01:51.597>chat <00:01:51.598>interface.

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<00:01:51.600>idea <00:01:51.693>what <00:01:51.786>to <00:01:51.880>write <00:01:51.973>in <00:01:52.066>a <00:01:52.160>chat <00:01:52.253>interface. <00:01:52.346>Um <00:01:52.440>but <00:01:52.533>it <00:01:52.626>helped <00:01:52.720>me <00:01:52.813>understand <00:01:52.906>um <00:01:53.000>the

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<00:01:53.990>Um <00:01:53.991>but <00:01:53.992>it <00:01:53.993>helped <00:01:53.995>me <00:01:53.996>understand <00:01:53.997>um <00:01:53.999>the

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<00:01:54.000>Um <00:01:54.093>but <00:01:54.186>it <00:01:54.280>helped <00:01:54.373>me <00:01:54.466>understand <00:01:54.560>um <00:01:54.653>the <00:01:54.746>source <00:01:54.840>code <00:01:54.933>and <00:01:55.026>then <00:01:55.120>achantic <00:01:55.213>AI <00:01:55.306>put <00:01:55.400>it

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<00:01:56.630>source <00:01:56.631>code <00:01:56.632>and <00:01:56.633>then <00:01:56.635>achantic <00:01:56.636>AI <00:01:56.637>put <00:01:56.639>it

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<00:01:56.640>source <00:01:56.733>code <00:01:56.826>and <00:01:56.920>then <00:01:57.013>achantic <00:01:57.106>AI <00:01:57.200>put <00:01:57.293>it <00:01:57.386>on <00:01:57.480>the <00:01:57.573>next <00:01:57.666>level <00:01:57.760>with <00:01:57.853>like <00:01:57.946>full <00:01:58.040>context

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<00:01:58.709>on <00:01:58.710>the <00:01:58.711>next <00:01:58.712>level <00:01:58.714>with <00:01:58.715>like <00:01:58.716>full <00:01:58.717>context

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<00:01:58.719>on <00:01:58.826>the <00:01:58.934>next <00:01:59.042>level <00:01:59.149>with <00:01:59.257>like <00:01:59.365>full <00:01:59.472>context <00:01:59.580>autonomous <00:01:59.688>research <00:01:59.795>and <00:01:59.903>planning <00:02:00.011>and <00:02:00.119>so

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<00:02:00.870>autonomous <00:02:00.871>research <00:02:00.873>and <00:02:00.875>planning <00:02:00.877>and <00:02:00.878>so

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<00:02:00.880>autonomous <00:02:00.979>research <00:02:01.080>and <00:02:01.179>planning <00:02:01.280>and <00:02:01.380>so <00:02:01.479>much <00:02:01.580>more. <00:02:01.679>Um <00:02:01.780>and <00:02:01.880>next <00:02:01.979>to <00:02:02.080>like <00:02:02.179>using <00:02:02.280>it

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<00:02:03.990>much <00:02:03.991>more. <00:02:03.992>Um <00:02:03.993>and <00:02:03.994>next <00:02:03.995>to <00:02:03.996>like <00:02:03.997>using <00:02:03.999>it

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<00:02:04.000>much <00:02:04.087>more. <00:02:04.175>Um <00:02:04.262>and <00:02:04.350>next <00:02:04.437>to <00:02:04.525>like <00:02:04.612>using <00:02:04.700>it <00:02:04.787>in <00:02:04.875>that <00:02:04.962>way, <00:02:05.050>I <00:02:05.137>also <00:02:05.225>thought <00:02:05.312>like <00:02:05.400>could

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<00:02:06.069>in <00:02:06.070>that <00:02:06.071>way, <00:02:06.072>I <00:02:06.074>also <00:02:06.075>thought <00:02:06.076>like <00:02:06.077>could

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<00:02:06.079>in <00:02:06.178>that <00:02:06.279>way, <00:02:06.378>I <00:02:06.479>also <00:02:06.579>thought <00:02:06.678>like <00:02:06.779>could <00:02:06.878>it <00:02:06.979>be <00:02:07.079>helpful <00:02:07.178>for <00:02:07.279>modernization <00:02:07.378>um <00:02:07.479>and

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<00:02:08.949>it <00:02:08.950>be <00:02:08.952>helpful <00:02:08.953>for <00:02:08.955>modernization <00:02:08.956>um <00:02:08.958>and

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<00:02:08.959>it <00:02:09.046>be <00:02:09.134>helpful <00:02:09.221>for <00:02:09.309>modernization <00:02:09.396>um <00:02:09.484>and <00:02:09.571>not <00:02:09.658>just <00:02:09.746>in <00:02:09.834>a <00:02:09.921>in <00:02:10.009>a <00:02:10.096>demo <00:02:10.184>that <00:02:10.271>works <00:02:10.359>but

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<00:02:11.910>not <00:02:11.911>just <00:02:11.912>in <00:02:11.912>a <00:02:11.914>in <00:02:11.915>a <00:02:11.916>demo <00:02:11.917>that <00:02:11.917>works <00:02:11.918>but

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<00:02:11.920>not <00:02:12.007>just <00:02:12.095>in <00:02:12.182>a <00:02:12.269>in <00:02:12.357>a <00:02:12.445>demo <00:02:12.532>that <00:02:12.619>works <00:02:12.707>but <00:02:12.795>rather <00:02:12.882>much <00:02:12.970>what <00:02:13.057>are <00:02:13.144>the <00:02:13.232>real <00:02:13.320>uh

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<00:02:13.670>rather <00:02:13.671>much <00:02:13.673>what <00:02:13.674>are <00:02:13.676>the <00:02:13.677>real <00:02:13.679>uh

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<00:02:13.680>rather <00:02:13.807>much <00:02:13.934>what <00:02:14.061>are <00:02:14.189>the <00:02:14.316>real <00:02:14.443>uh <00:02:14.570>production <00:02:14.698>constraints <00:02:14.825>in <00:02:14.952>the <00:02:15.080>enterprise

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<00:02:16.309>production <00:02:16.311>constraints <00:02:16.313>in <00:02:16.315>the <00:02:16.317>enterprise

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<00:02:16.319>production <00:02:16.474>constraints <00:02:16.630>in <00:02:16.785>the <00:02:16.941>enterprise <00:02:17.096>what <00:02:17.252>about <00:02:17.407>legacy <00:02:17.563>code <00:02:17.719>specifically

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<00:02:18.949>what <00:02:18.951>about <00:02:18.953>legacy <00:02:18.955>code <00:02:18.958>specifically

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<00:02:18.959>what <00:02:19.086>about <00:02:19.213>legacy <00:02:19.340>code <00:02:19.468>specifically <00:02:19.595>cobalt <00:02:19.722>for <00:02:19.849>example <00:02:19.977>which <00:02:20.104>I <00:02:20.231>never <00:02:20.359>learned

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<00:02:21.990>cobalt <00:02:21.991>for <00:02:21.993>example <00:02:21.994>which <00:02:21.996>I <00:02:21.997>never <00:02:21.999>learned

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<00:02:22.000>cobalt <00:02:22.100>for <00:02:22.200>example <00:02:22.300>which <00:02:22.400>I <00:02:22.500>never <00:02:22.600>learned <00:02:22.700>um <00:02:22.800>before <00:02:22.900>that <00:02:23.000>but <00:02:23.100>we <00:02:23.200>will <00:02:23.300>dive <00:02:23.400>into

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<00:02:24.470>um <00:02:24.471>before <00:02:24.472>that <00:02:24.473>but <00:02:24.475>we <00:02:24.476>will <00:02:24.477>dive <00:02:24.478>into

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<00:02:24.480>um <00:02:24.573>before <00:02:24.666>that <00:02:24.760>but <00:02:24.853>we <00:02:24.946>will <00:02:25.040>dive <00:02:25.133>into <00:02:25.226>that <00:02:25.320>in <00:02:25.413>a <00:02:25.506>bit <00:02:25.600>um <00:02:25.693>for <00:02:25.786>the <00:02:25.880>environment

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<00:02:27.670>that <00:02:27.671>in <00:02:27.672>a <00:02:27.673>bit <00:02:27.675>um <00:02:27.676>for <00:02:27.677>the <00:02:27.679>environment

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<00:02:27.680>that <00:02:27.762>in <00:02:27.844>a <00:02:27.927>bit <00:02:28.009>um <00:02:28.091>for <00:02:28.174>the <00:02:28.256>environment <00:02:28.338>today <00:02:28.421>and <00:02:28.503>I <00:02:28.585>know <00:02:28.668>this <00:02:28.750>is <00:02:28.832>a <00:02:28.915>long <00:02:28.997>list <00:02:29.080>but

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<00:02:30.150>today <00:02:30.151>and <00:02:30.152>I <00:02:30.153>know <00:02:30.154>this <00:02:30.155>is <00:02:30.156>a <00:02:30.157>long <00:02:30.158>list <00:02:30.159>but

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<00:02:30.160>today <00:02:30.237>and <00:02:30.315>I <00:02:30.393>know <00:02:30.471>this <00:02:30.548>is <00:02:30.626>a <00:02:30.704>long <00:02:30.782>list <00:02:30.859>but <00:02:30.937>I <00:02:31.015>do <00:02:31.093>have <00:02:31.171>like <00:02:31.248>a <00:02:31.326>tanukia <00:02:31.404>IoT <00:02:31.482>platform <00:02:31.560>uh

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<00:02:33.030>I <00:02:33.031>do <00:02:33.032>have <00:02:33.033>like <00:02:33.034>a <00:02:33.035>tanukia <00:02:33.036>IoT <00:02:33.037>platform <00:02:33.039>uh

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<00:02:33.040>I <00:02:33.140>do <00:02:33.239>have <00:02:33.340>like <00:02:33.440>a <00:02:33.540>tanukia <00:02:33.640>IoT <00:02:33.739>platform <00:02:33.840>uh <00:02:33.940>environment <00:02:34.040>where <00:02:34.140>we <00:02:34.239>will <00:02:34.340>be <00:02:34.440>using

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<00:02:34.869>environment <00:02:34.870>where <00:02:34.872>we <00:02:34.874>will <00:02:34.876>be <00:02:34.878>using

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<00:02:34.879>environment <00:02:34.978>where <00:02:35.078>we <00:02:35.179>will <00:02:35.279>be <00:02:35.379>using <00:02:35.478>certain <00:02:35.578>um <00:02:35.679>um <00:02:35.779>use <00:02:35.879>cases <00:02:35.978>today. <00:02:36.078>So <00:02:36.179>it <00:02:36.279>has

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<00:02:39.270>certain <00:02:39.271>um <00:02:39.272>um <00:02:39.273>use <00:02:39.274>cases <00:02:39.275>today. <00:02:39.276>So <00:02:39.277>it <00:02:39.279>has

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<00:02:39.280>certain <00:02:39.367>um <00:02:39.455>um <00:02:39.542>use <00:02:39.630>cases <00:02:39.717>today. <00:02:39.805>So <00:02:39.892>it <00:02:39.980>has <00:02:40.067>a <00:02:40.155>back <00:02:40.242>end, <00:02:40.330>a <00:02:40.417>front <00:02:40.505>end, <00:02:40.592>some <00:02:40.680>sensors,

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<00:02:41.030>a <00:02:41.031>back <00:02:41.032>end, <00:02:41.033>a <00:02:41.035>front <00:02:41.036>end, <00:02:41.037>some <00:02:41.039>sensors,

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<00:02:41.040>a <00:02:41.156>back <00:02:41.273>end, <00:02:41.390>a <00:02:41.506>front <00:02:41.623>end, <00:02:41.739>some <00:02:41.856>sensors, <00:02:41.973>some <00:02:42.090>firmware, <00:02:42.206>anything <00:02:42.323>that's <00:02:42.440>looks

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<00:02:44.150>some <00:02:44.152>firmware, <00:02:44.154>anything <00:02:44.156>that's <00:02:44.159>looks

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<00:02:44.160>some <00:02:44.287>firmware, <00:02:44.414>anything <00:02:44.541>that's <00:02:44.669>looks <00:02:44.796>good <00:02:44.923>on <00:02:45.050>paper <00:02:45.178>but <00:02:45.305>essentially <00:02:45.432>is <00:02:45.560>old

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<00:02:46.550>good <00:02:46.551>on <00:02:46.553>paper <00:02:46.554>but <00:02:46.556>essentially <00:02:46.557>is <00:02:46.559>old

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<00:02:46.560>good <00:02:46.647>on <00:02:46.735>paper <00:02:46.822>but <00:02:46.910>essentially <00:02:46.997>is <00:02:47.085>old <00:02:47.172>code. <00:02:47.260>Um <00:02:47.347>and <00:02:47.435>just <00:02:47.522>to <00:02:47.610>give <00:02:47.697>you <00:02:47.785>as <00:02:47.872>a <00:02:47.960>tease

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<00:02:50.710>code. <00:02:50.711>Um <00:02:50.712>and <00:02:50.713>just <00:02:50.714>to <00:02:50.715>give <00:02:50.716>you <00:02:50.717>as <00:02:50.718>a <00:02:50.719>tease

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<00:02:50.720>code. <00:02:50.802>Um <00:02:50.884>and <00:02:50.967>just <00:02:51.049>to <00:02:51.131>give <00:02:51.214>you <00:02:51.296>as <00:02:51.378>a <00:02:51.461>tease <00:02:51.543>a <00:02:51.625>sneak <00:02:51.708>peek <00:02:51.790>first <00:02:51.872>we <00:02:51.955>will <00:02:52.037>be <00:02:52.120>looking

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<00:02:53.430>a <00:02:53.431>sneak <00:02:53.432>peek <00:02:53.433>first <00:02:53.435>we <00:02:53.436>will <00:02:53.437>be <00:02:53.439>looking

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<00:02:53.440>a <00:02:53.527>sneak <00:02:53.615>peek <00:02:53.702>first <00:02:53.790>we <00:02:53.877>will <00:02:53.965>be <00:02:54.052>looking <00:02:54.140>into <00:02:54.227>C++ <00:02:54.315>then <00:02:54.402>a <00:02:54.490>little <00:02:54.577>bit <00:02:54.665>of <00:02:54.752>Java <00:02:54.840>Java

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<00:02:57.430>into <00:02:57.431>C++ <00:02:57.432>then <00:02:57.433>a <00:02:57.434>little <00:02:57.435>bit <00:02:57.436>of <00:02:57.437>Java <00:02:57.439>Java

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<00:02:57.440>into <00:02:57.517>C++ <00:02:57.595>then <00:02:57.673>a <00:02:57.751>little <00:02:57.828>bit <00:02:57.906>of <00:02:57.984>Java <00:02:58.062>Java <00:02:58.140>8 <00:02:58.217>old <00:02:58.295>um <00:02:58.373>a <00:02:58.451>little <00:02:58.528>bit <00:02:58.606>of <00:02:58.684>coal <00:02:58.762>and <00:02:58.840>also

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<00:03:01.190>8 <00:03:01.191>old <00:03:01.192>um <00:03:01.192>a <00:03:01.194>little <00:03:01.195>bit <00:03:01.196>of <00:03:01.197>coal <00:03:01.197>and <00:03:01.198>also

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<00:03:01.200>8 <00:03:01.287>old <00:03:01.375>um <00:03:01.462>a <00:03:01.549>little <00:03:01.637>bit <00:03:01.725>of <00:03:01.812>coal <00:03:01.899>and <00:03:01.987>also <00:03:02.075>like <00:03:02.162>looking <00:03:02.250>into <00:03:02.337>some <00:03:02.424>C <00:03:02.512>firmware <00:03:02.600>and

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<00:03:03.350>like <00:03:03.351>looking <00:03:03.353>into <00:03:03.354>some <00:03:03.356>C <00:03:03.357>firmware <00:03:03.359>and

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<00:03:03.360>like <00:03:03.467>looking <00:03:03.575>into <00:03:03.683>some <00:03:03.790>C <00:03:03.898>firmware <00:03:04.006>and <00:03:04.113>tackle <00:03:04.221>the <00:03:04.329>idea <00:03:04.436>whether <00:03:04.544>we <00:03:04.652>can <00:03:04.760>modernize

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<00:03:06.309>tackle <00:03:06.310>the <00:03:06.311>idea <00:03:06.313>whether <00:03:06.315>we <00:03:06.316>can <00:03:06.317>modernize

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<00:03:06.319>tackle <00:03:06.446>the <00:03:06.573>idea <00:03:06.700>whether <00:03:06.828>we <00:03:06.955>can <00:03:07.082>modernize <00:03:07.209>it <00:03:07.337>to <00:03:07.464>rust <00:03:07.591>or <00:03:07.719>not

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<00:03:08.790>it <00:03:08.792>to <00:03:08.794>rust <00:03:08.796>or <00:03:08.799>not

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<00:03:08.800>it <00:03:08.907>to <00:03:09.015>rust <00:03:09.123>or <00:03:09.230>not <00:03:09.338>and <00:03:09.446>for <00:03:09.553>the <00:03:09.661>first <00:03:09.769>use <00:03:09.876>case <00:03:09.984>um <00:03:10.092>this <00:03:10.200>is

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<00:03:12.149>and <00:03:12.150>for <00:03:12.151>the <00:03:12.152>first <00:03:12.153>use <00:03:12.154>case <00:03:12.155>um <00:03:12.156>this <00:03:12.158>is

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<00:03:12.159>and <00:03:12.252>for <00:03:12.345>the <00:03:12.439>first <00:03:12.532>use <00:03:12.625>case <00:03:12.719>um <00:03:12.812>this <00:03:12.905>is <00:03:12.999>something <00:03:13.092>I <00:03:13.185>debuged <00:03:13.279>or <00:03:13.372>we <00:03:13.465>debugged <00:03:13.559>many

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<00:03:14.630>something <00:03:14.631>I <00:03:14.632>debuged <00:03:14.634>or <00:03:14.636>we <00:03:14.637>debugged <00:03:14.638>many

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<00:03:14.640>something <00:03:14.739>I <00:03:14.839>debuged <00:03:14.940>or <00:03:15.040>we <00:03:15.140>debugged <00:03:15.239>many <00:03:15.339>many <00:03:15.440>years <00:03:15.540>ago <00:03:15.640>in <00:03:15.739>C++ <00:03:15.839>So <00:03:15.940>just <00:03:16.040>for

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<00:03:17.589>many <00:03:17.590>years <00:03:17.591>ago <00:03:17.592>in <00:03:17.594>C++ <00:03:17.595>So <00:03:17.596>just <00:03:17.597>for

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<00:03:17.599>many <00:03:17.698>years <00:03:17.798>ago <00:03:17.899>in <00:03:17.999>C++ <00:03:18.099>So <00:03:18.198>just <00:03:18.298>for <00:03:18.399>context, <00:03:18.499>this <00:03:18.599>is <00:03:18.698>very <00:03:18.798>very <00:03:18.899>a <00:03:18.999>deep

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<00:03:20.710>context, <00:03:20.711>this <00:03:20.713>is <00:03:20.714>very <00:03:20.716>very <00:03:20.717>a <00:03:20.719>deep

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<00:03:20.720>context, <00:03:20.827>this <00:03:20.935>is <00:03:21.043>very <00:03:21.150>very <00:03:21.258>a <00:03:21.366>deep <00:03:21.473>workound <00:03:21.581>I <00:03:21.689>would <00:03:21.796>say. <00:03:21.904>So <00:03:22.012>we <00:03:22.120>were

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<00:03:22.390>workound <00:03:22.391>I <00:03:22.393>would <00:03:22.394>say. <00:03:22.396>So <00:03:22.397>we <00:03:22.399>were

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<00:03:22.400>workound <00:03:22.540>I <00:03:22.680>would <00:03:22.820>say. <00:03:22.960>So <00:03:23.100>we <00:03:23.240>were <00:03:23.380>implementing <00:03:23.520>some <00:03:23.660>network <00:03:23.800>connection

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<00:03:24.309>implementing <00:03:24.311>some <00:03:24.315>network <00:03:24.317>connection

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<00:03:24.319>implementing <00:03:24.458>some <00:03:24.599>network <00:03:24.738>connection <00:03:24.879>handling <00:03:25.018>I <00:03:25.159>think <00:03:25.298>in <00:03:25.439>2015 <00:03:25.578>or <00:03:25.719>2013.

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<00:03:28.228>handling <00:03:28.230>I <00:03:28.232>think <00:03:28.233>in <00:03:28.234>2015 <00:03:28.236>or <00:03:28.238>2013.

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<00:03:28.239>handling <00:03:28.346>I <00:03:28.454>think <00:03:28.562>in <00:03:28.669>2015 <00:03:28.777>or <00:03:28.885>2013. <00:03:28.992>um <00:03:29.100>and <00:03:29.208>it <00:03:29.315>requires <00:03:29.423>a <00:03:29.531>specific <00:03:29.639>framework

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<00:03:30.949>um <00:03:30.950>and <00:03:30.952>it <00:03:30.953>requires <00:03:30.955>a <00:03:30.956>specific <00:03:30.958>framework

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<00:03:30.959>um <00:03:31.059>and <00:03:31.159>it <00:03:31.259>requires <00:03:31.359>a <00:03:31.459>specific <00:03:31.559>framework <00:03:31.659>but <00:03:31.759>the <00:03:31.859>problem <00:03:31.959>was <00:03:32.059>when <00:03:32.159>we <00:03:32.259>closed <00:03:32.359>the

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<00:03:32.949>but <00:03:32.950>the <00:03:32.951>problem <00:03:32.952>was <00:03:32.954>when <00:03:32.955>we <00:03:32.956>closed <00:03:32.958>the

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<00:03:32.959>but <00:03:33.066>the <00:03:33.174>problem <00:03:33.282>was <00:03:33.389>when <00:03:33.497>we <00:03:33.605>closed <00:03:33.712>the <00:03:33.820>connection <00:03:33.928>the <00:03:34.035>shared <00:03:34.143>memory <00:03:34.251>was <00:03:34.359>not

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<00:03:35.509>connection <00:03:35.510>the <00:03:35.512>shared <00:03:35.514>memory <00:03:35.516>was <00:03:35.518>not

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<00:03:35.519>connection <00:03:35.646>the <00:03:35.773>shared <00:03:35.900>memory <00:03:36.028>was <00:03:36.155>not <00:03:36.282>immediately <00:03:36.409>freed <00:03:36.537>and <00:03:36.664>using <00:03:36.791>it <00:03:36.919>in

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<00:03:38.390>immediately <00:03:38.391>freed <00:03:38.393>and <00:03:38.395>using <00:03:38.397>it <00:03:38.399>in

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<00:03:38.400>immediately <00:03:38.516>freed <00:03:38.633>and <00:03:38.750>using <00:03:38.866>it <00:03:38.983>in <00:03:39.100>production <00:03:39.216>led <00:03:39.333>to <00:03:39.450>memory <00:03:39.566>leaks <00:03:39.683>at <00:03:39.800>some

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<00:03:40.309>production <00:03:40.310>led <00:03:40.312>to <00:03:40.313>memory <00:03:40.315>leaks <00:03:40.316>at <00:03:40.318>some

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<00:03:40.319>production <00:03:40.412>led <00:03:40.505>to <00:03:40.599>memory <00:03:40.692>leaks <00:03:40.785>at <00:03:40.879>some <00:03:40.972>point <00:03:41.065>we <00:03:41.159>spent <00:03:41.252>times <00:03:41.345>of <00:03:41.439>I <00:03:41.532>don't <00:03:41.625>know <00:03:41.719>a

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<00:03:44.149>point <00:03:44.150>we <00:03:44.151>spent <00:03:44.152>times <00:03:44.153>of <00:03:44.154>I <00:03:44.155>don't <00:03:44.156>know <00:03:44.158>a

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<00:03:44.159>point <00:03:44.246>we <00:03:44.334>spent <00:03:44.421>times <00:03:44.509>of <00:03:44.596>I <00:03:44.684>don't <00:03:44.771>know <00:03:44.858>a <00:03:44.946>week <00:03:45.034>two <00:03:45.121>maybe <00:03:45.209>months <00:03:45.296>to <00:03:45.384>debug <00:03:45.471>that <00:03:45.559>and

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<00:03:46.789>week <00:03:46.790>two <00:03:46.791>maybe <00:03:46.792>months <00:03:46.794>to <00:03:46.795>debug <00:03:46.796>that <00:03:46.798>and

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<00:03:46.799>week <00:03:46.899>two <00:03:46.999>maybe <00:03:47.099>months <00:03:47.199>to <00:03:47.299>debug <00:03:47.399>that <00:03:47.499>and <00:03:47.599>figure <00:03:47.699>out <00:03:47.799>there's <00:03:47.899>a <00:03:47.999>workaround <00:03:48.099>so <00:03:48.199>we

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<00:03:48.710>figure <00:03:48.711>out <00:03:48.713>there's <00:03:48.714>a <00:03:48.716>workaround <00:03:48.717>so <00:03:48.719>we

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<00:03:48.720>figure <00:03:48.836>out <00:03:48.953>there's <00:03:49.070>a <00:03:49.186>workaround <00:03:49.303>so <00:03:49.420>we <00:03:49.536>implemented <00:03:49.653>that <00:03:49.770>workaround <00:03:49.886>found <00:03:50.003>it <00:03:50.120>on

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<00:03:50.470>implemented <00:03:50.471>that <00:03:50.473>workaround <00:03:50.475>found <00:03:50.477>it <00:03:50.478>on

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<00:03:50.480>implemented <00:03:50.587>that <00:03:50.695>workaround <00:03:50.803>found <00:03:50.910>it <00:03:51.018>on <00:03:51.126>stack <00:03:51.233>overflow <00:03:51.341>put <00:03:51.449>that <00:03:51.556>into <00:03:51.664>the <00:03:51.772>code <00:03:51.880>as

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<00:03:52.869>stack <00:03:52.870>overflow <00:03:52.871>put <00:03:52.872>that <00:03:52.874>into <00:03:52.875>the <00:03:52.876>code <00:03:52.878>as

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<00:03:52.879>stack <00:03:52.966>overflow <00:03:53.054>put <00:03:53.141>that <00:03:53.228>into <00:03:53.316>the <00:03:53.404>code <00:03:53.491>as <00:03:53.578>a <00:03:53.666>comment <00:03:53.754>and <00:03:53.841>left <00:03:53.929>it <00:03:54.016>there <00:03:54.103>for <00:03:54.191>the <00:03:54.279>time

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<00:03:54.789>a <00:03:54.790>comment <00:03:54.791>and <00:03:54.792>left <00:03:54.793>it <00:03:54.794>there <00:03:54.795>for <00:03:54.796>the <00:03:54.798>time

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<00:03:54.799>a <00:03:54.886>comment <00:03:54.974>and <00:03:55.061>left <00:03:55.149>it <00:03:55.236>there <00:03:55.324>for <00:03:55.411>the <00:03:55.499>time <00:03:55.586>being <00:03:55.674>um <00:03:55.761>the <00:03:55.849>problem <00:03:55.936>really <00:03:56.024>is <00:03:56.111>like <00:03:56.199>it's

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<00:03:58.869>being <00:03:58.870>um <00:03:58.871>the <00:03:58.872>problem <00:03:58.874>really <00:03:58.875>is <00:03:58.876>like <00:03:58.878>it's

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<00:03:58.879>being <00:03:58.986>um <00:03:59.094>the <00:03:59.202>problem <00:03:59.309>really <00:03:59.417>is <00:03:59.525>like <00:03:59.632>it's <00:03:59.740>not <00:03:59.848>documented. <00:03:59.955>Um <00:04:00.063>the <00:04:00.171>decision <00:04:00.279>making

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<00:04:02.949>not <00:04:02.950>documented. <00:04:02.952>Um <00:04:02.954>the <00:04:02.956>decision <00:04:02.958>making

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<00:04:02.959>not <00:04:03.066>documented. <00:04:03.174>Um <00:04:03.282>the <00:04:03.389>decision <00:04:03.497>making <00:04:03.605>on <00:04:03.712>that <00:04:03.820>lives <00:04:03.928>in <00:04:04.035>a <00:04:04.143>ticket <00:04:04.251>system <00:04:04.359>which

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<00:04:05.350>on <00:04:05.351>that <00:04:05.352>lives <00:04:05.353>in <00:04:05.355>a <00:04:05.356>ticket <00:04:05.357>system <00:04:05.359>which

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<00:04:05.360>on <00:04:05.453>that <00:04:05.546>lives <00:04:05.640>in <00:04:05.733>a <00:04:05.826>ticket <00:04:05.920>system <00:04:06.013>which <00:04:06.106>isn't <00:04:06.200>used <00:04:06.293>anymore. <00:04:06.386>So <00:04:06.480>I <00:04:06.573>think <00:04:06.666>it <00:04:06.760>was

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<00:04:07.030>isn't <00:04:07.031>used <00:04:07.032>anymore. <00:04:07.033>So <00:04:07.035>I <00:04:07.036>think <00:04:07.037>it <00:04:07.039>was

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<00:04:07.040>isn't <00:04:07.140>used <00:04:07.239>anymore. <00:04:07.340>So <00:04:07.440>I <00:04:07.540>think <00:04:07.640>it <00:04:07.739>was <00:04:07.840>red <00:04:07.940>mine <00:04:08.040>back <00:04:08.140>then. <00:04:08.239>Um <00:04:08.340>and <00:04:08.440>anything

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<00:04:09.990>red <00:04:09.991>mine <00:04:09.993>back <00:04:09.994>then. <00:04:09.996>Um <00:04:09.997>and <00:04:09.999>anything

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<00:04:10.000>red <00:04:10.100>mine <00:04:10.200>back <00:04:10.300>then. <00:04:10.400>Um <00:04:10.500>and <00:04:10.600>anything <00:04:10.700>that's <00:04:10.800>in <00:04:10.900>the <00:04:11.000>g <00:04:11.100>get <00:04:11.200>history <00:04:11.300>also <00:04:11.400>doesn't

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<00:04:12.309>that's <00:04:12.310>in <00:04:12.311>the <00:04:12.312>g <00:04:12.314>get <00:04:12.315>history <00:04:12.316>also <00:04:12.317>doesn't

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<00:04:12.319>that's <00:04:12.412>in <00:04:12.505>the <00:04:12.599>g <00:04:12.692>get <00:04:12.785>history <00:04:12.879>also <00:04:12.972>doesn't <00:04:13.065>have <00:04:13.159>a <00:04:13.252>reference <00:04:13.345>ID <00:04:13.439>to <00:04:13.532>anything <00:04:13.625>else. <00:04:13.719>So

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<00:04:14.789>have <00:04:14.790>a <00:04:14.791>reference <00:04:14.792>ID <00:04:14.794>to <00:04:14.795>anything <00:04:14.796>else. <00:04:14.798>So

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<00:04:14.799>have <00:04:14.899>a <00:04:14.999>reference <00:04:15.099>ID <00:04:15.199>to <00:04:15.299>anything <00:04:15.399>else. <00:04:15.499>So <00:04:15.599>agents <00:04:15.699>if <00:04:15.799>if <00:04:15.899>they <00:04:15.999>are <00:04:16.099>obligated <00:04:16.199>to

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<00:04:17.670>agents <00:04:17.671>if <00:04:17.673>if <00:04:17.674>they <00:04:17.676>are <00:04:17.677>obligated <00:04:17.679>to

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<00:04:17.680>agents <00:04:17.796>if <00:04:17.913>if <00:04:18.030>they <00:04:18.146>are <00:04:18.263>obligated <00:04:18.380>to <00:04:18.496>modernize <00:04:18.613>that <00:04:18.730>they <00:04:18.846>cannot <00:04:18.963>make <00:04:19.079>any

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<00:04:19.589>modernize <00:04:19.591>that <00:04:19.593>they <00:04:19.595>cannot <00:04:19.597>make <00:04:19.599>any

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<00:04:19.600>modernize <00:04:19.707>that <00:04:19.815>they <00:04:19.923>cannot <00:04:20.030>make <00:04:20.138>any <00:04:20.246>sense <00:04:20.353>out <00:04:20.461>of <00:04:20.569>that. <00:04:20.676>So <00:04:20.784>the <00:04:20.892>question <00:04:21.000>for

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<00:04:22.230>sense <00:04:22.231>out <00:04:22.232>of <00:04:22.233>that. <00:04:22.235>So <00:04:22.236>the <00:04:22.237>question <00:04:22.239>for

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<00:04:22.240>sense <00:04:22.327>out <00:04:22.415>of <00:04:22.502>that. <00:04:22.590>So <00:04:22.677>the <00:04:22.765>question <00:04:22.852>for <00:04:22.940>me <00:04:23.027>or <00:04:23.115>as <00:04:23.202>a <00:04:23.290>maintainer <00:04:23.377>is <00:04:23.465>is <00:04:23.552>it <00:04:23.640>still

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<00:04:24.390>me <00:04:24.391>or <00:04:24.392>as <00:04:24.393>a <00:04:24.394>maintainer <00:04:24.395>is <00:04:24.396>is <00:04:24.397>it <00:04:24.399>still

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<00:04:24.400>me <00:04:24.487>or <00:04:24.575>as <00:04:24.662>a <00:04:24.750>maintainer <00:04:24.837>is <00:04:24.924>is <00:04:25.012>it <00:04:25.099>still <00:04:25.187>required <00:04:25.275>um <00:04:25.362>or <00:04:25.450>can <00:04:25.537>I <00:04:25.625>replace <00:04:25.712>that <00:04:25.799>in

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<00:04:27.430>required <00:04:27.431>um <00:04:27.432>or <00:04:27.433>can <00:04:27.435>I <00:04:27.436>replace <00:04:27.437>that <00:04:27.439>in

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<00:04:27.440>required <00:04:27.540>um <00:04:27.640>or <00:04:27.740>can <00:04:27.840>I <00:04:27.940>replace <00:04:28.040>that <00:04:28.140>in <00:04:28.240>modern <00:04:28.340>uh <00:04:28.440>boost <00:04:28.540>versions <00:04:28.640>as <00:04:28.740>a <00:04:28.840>framework

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<00:04:30.310>modern <00:04:30.311>uh <00:04:30.313>boost <00:04:30.314>versions <00:04:30.316>as <00:04:30.317>a <00:04:30.319>framework

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<00:04:30.320>modern <00:04:30.413>uh <00:04:30.506>boost <00:04:30.599>versions <00:04:30.693>as <00:04:30.786>a <00:04:30.880>framework <00:04:30.973>um <00:04:31.066>or <00:04:31.159>what <00:04:31.253>else <00:04:31.346>should <00:04:31.440>I <00:04:31.533>do? <00:04:31.626>So <00:04:31.719>I

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<00:04:34.070>um <00:04:34.071>or <00:04:34.072>what <00:04:34.073>else <00:04:34.074>should <00:04:34.075>I <00:04:34.076>do? <00:04:34.077>So <00:04:34.079>I

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<00:04:34.080>um <00:04:34.167>or <00:04:34.255>what <00:04:34.342>else <00:04:34.430>should <00:04:34.517>I <00:04:34.604>do? <00:04:34.692>So <00:04:34.780>I <00:04:34.867>recreated <00:04:34.955>that <00:04:35.042>use <00:04:35.130>case <00:04:35.217>in <00:04:35.305>in <00:04:35.392>a <00:04:35.479>separate

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<00:04:37.110>recreated <00:04:37.111>that <00:04:37.112>use <00:04:37.113>case <00:04:37.115>in <00:04:37.116>in <00:04:37.117>a <00:04:37.119>separate

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<00:04:37.120>recreated <00:04:37.213>that <00:04:37.306>use <00:04:37.400>case <00:04:37.493>in <00:04:37.586>in <00:04:37.680>a <00:04:37.773>separate <00:04:37.866>um <00:04:37.960>entity <00:04:38.053>or <00:04:38.146>se <00:04:38.240>separate <00:04:38.333>project <00:04:38.426>and <00:04:38.520>the

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<00:04:40.150>um <00:04:40.151>entity <00:04:40.152>or <00:04:40.153>se <00:04:40.155>separate <00:04:40.156>project <00:04:40.157>and <00:04:40.159>the

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<00:04:40.159>um <00:04:40.260>entity <00:04:40.359>or <00:04:40.460>se <00:04:40.559>separate <00:04:40.659>project <00:04:40.760>and <00:04:40.859>the <00:04:40.960>question <00:04:41.059>now <00:04:41.159>would <00:04:41.260>be <00:04:41.359>like <00:04:41.460>would <00:04:41.559>the

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<00:04:42.629>question <00:04:42.630>now <00:04:42.632>would <00:04:42.633>be <00:04:42.635>like <00:04:42.636>would <00:04:42.638>the

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<00:04:42.639>question <00:04:42.739>now <00:04:42.839>would <00:04:42.939>be <00:04:43.039>like <00:04:43.139>would <00:04:43.239>the <00:04:43.339>agent <00:04:43.439>find <00:04:43.539>or <00:04:43.639>figure <00:04:43.739>out <00:04:43.839>what <00:04:43.939>uh <00:04:44.039>what

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<00:04:46.390>agent <00:04:46.391>find <00:04:46.392>or <00:04:46.393>figure <00:04:46.395>out <00:04:46.396>what <00:04:46.397>uh <00:04:46.399>what

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<00:04:46.400>agent <00:04:46.500>find <00:04:46.599>or <00:04:46.700>figure <00:04:46.799>out <00:04:46.900>what <00:04:47.000>uh <00:04:47.099>what <00:04:47.200>the <00:04:47.299>workaround <00:04:47.400>does? <00:04:47.500>Would <00:04:47.599>it <00:04:47.700>help <00:04:47.799>me

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<00:04:48.550>the <00:04:48.551>workaround <00:04:48.553>does? <00:04:48.554>Would <00:04:48.556>it <00:04:48.557>help <00:04:48.559>me

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<00:04:48.560>the <00:04:48.667>workaround <00:04:48.775>does? <00:04:48.883>Would <00:04:48.990>it <00:04:49.098>help <00:04:49.206>me <00:04:49.313>modernize <00:04:49.421>it? <00:04:49.529>Maybe <00:04:49.636>it <00:04:49.744>could <00:04:49.852>search <00:04:49.960>the

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<00:04:51.110>modernize <00:04:51.111>it? <00:04:51.113>Maybe <00:04:51.114>it <00:04:51.116>could <00:04:51.117>search <00:04:51.119>the

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<00:04:51.120>modernize <00:04:51.227>it? <00:04:51.335>Maybe <00:04:51.443>it <00:04:51.550>could <00:04:51.658>search <00:04:51.766>the <00:04:51.873>web <00:04:51.981>and <00:04:52.089>do <00:04:52.196>some <00:04:52.304>deep <00:04:52.412>research <00:04:52.520>whether

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<00:04:53.189>web <00:04:53.190>and <00:04:53.192>do <00:04:53.193>some <00:04:53.195>deep <00:04:53.196>research <00:04:53.198>whether

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<00:04:53.199>web <00:04:53.315>and <00:04:53.432>do <00:04:53.549>some <00:04:53.665>deep <00:04:53.782>research <00:04:53.899>whether <00:04:54.015>it's <00:04:54.132>fixed <00:04:54.249>already <00:04:54.365>upstream <00:04:54.482>um <00:04:54.599>or

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<00:04:56.629>it's <00:04:56.630>fixed <00:04:56.632>already <00:04:56.634>upstream <00:04:56.636>um <00:04:56.638>or

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<00:04:56.639>it's <00:04:56.779>fixed <00:04:56.919>already <00:04:57.059>upstream <00:04:57.199>um <00:04:57.339>or <00:04:57.479>compare <00:04:57.619>the <00:04:57.759>different <00:04:57.899>lab <00:04:58.039>library

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<00:04:58.710>compare <00:04:58.712>the <00:04:58.714>different <00:04:58.716>lab <00:04:58.719>library

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<00:04:58.720>compare <00:04:58.836>the <00:04:58.953>different <00:04:59.070>lab <00:04:59.186>library <00:04:59.303>versions <00:04:59.420>um <00:04:59.536>and <00:04:59.653>figure <00:04:59.770>out <00:04:59.886>oh <00:05:00.003>it's <00:05:00.120>the

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<00:05:01.590>versions <00:05:01.591>um <00:05:01.592>and <00:05:01.593>figure <00:05:01.595>out <00:05:01.596>oh <00:05:01.597>it's <00:05:01.599>the

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<00:05:01.600>versions <00:05:01.716>um <00:05:01.833>and <00:05:01.950>figure <00:05:02.066>out <00:05:02.183>oh <00:05:02.300>it's <00:05:02.416>the <00:05:02.533>the <00:05:02.650>10-year-old <00:05:02.766>library <00:05:02.883>version <00:05:03.000>actually

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<00:05:03.830>the <00:05:03.832>10-year-old <00:05:03.834>library <00:05:03.836>version <00:05:03.839>actually

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<00:05:03.840>the <00:05:03.967>10-year-old <00:05:04.094>library <00:05:04.221>version <00:05:04.349>actually <00:05:04.476>has <00:05:04.603>that <00:05:04.730>bug <00:05:04.858>still <00:05:04.985>but <00:05:05.112>the <00:05:05.239>modern

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<00:05:05.830>has <00:05:05.831>that <00:05:05.832>bug <00:05:05.834>still <00:05:05.835>but <00:05:05.837>the <00:05:05.839>modern

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<00:05:05.840>has <00:05:05.947>that <00:05:06.055>bug <00:05:06.163>still <00:05:06.270>but <00:05:06.378>the <00:05:06.486>modern <00:05:06.593>version <00:05:06.701>does <00:05:06.809>not. <00:05:06.916>It <00:05:07.024>could <00:05:07.132>also <00:05:07.239>happen

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<00:05:07.590>version <00:05:07.591>does <00:05:07.592>not. <00:05:07.594>It <00:05:07.596>could <00:05:07.597>also <00:05:07.599>happen

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<00:05:07.600>version <00:05:07.700>does <00:05:07.800>not. <00:05:07.900>It <00:05:08.000>could <00:05:08.100>also <00:05:08.200>happen <00:05:08.300>that <00:05:08.400>the <00:05:08.500>agents <00:05:08.600>don't <00:05:08.700>do <00:05:08.800>anything. <00:05:08.900>Um <00:05:09.000>in

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<00:05:10.230>that <00:05:10.231>the <00:05:10.232>agents <00:05:10.233>don't <00:05:10.235>do <00:05:10.236>anything. <00:05:10.237>Um <00:05:10.239>in

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<00:05:10.240>that <00:05:10.327>the <00:05:10.415>agents <00:05:10.502>don't <00:05:10.590>do <00:05:10.677>anything. <00:05:10.765>Um <00:05:10.852>in <00:05:10.940>the <00:05:11.027>test <00:05:11.115>I <00:05:11.202>did <00:05:11.290>last <00:05:11.377>week <00:05:11.465>it <00:05:11.552>behaved. <00:05:11.640>Um

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<00:05:13.510>the <00:05:13.511>test <00:05:13.512>I <00:05:13.513>did <00:05:13.514>last <00:05:13.515>week <00:05:13.516>it <00:05:13.517>behaved. <00:05:13.519>Um

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<00:05:13.520>the <00:05:13.602>test <00:05:13.684>I <00:05:13.767>did <00:05:13.849>last <00:05:13.931>week <00:05:14.014>it <00:05:14.096>behaved. <00:05:14.178>Um <00:05:14.261>we <00:05:14.343>will <00:05:14.425>try <00:05:14.508>it <00:05:14.590>out <00:05:14.672>now <00:05:14.755>live. <00:05:14.837>I <00:05:14.919>don't

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<00:05:15.590>we <00:05:15.591>will <00:05:15.592>try <00:05:15.593>it <00:05:15.594>out <00:05:15.595>now <00:05:15.596>live. <00:05:15.597>I <00:05:15.599>don't

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<00:05:15.600>we <00:05:15.682>will <00:05:15.764>try <00:05:15.847>it <00:05:15.929>out <00:05:16.011>now <00:05:16.094>live. <00:05:16.176>I <00:05:16.258>don't <00:05:16.341>know <00:05:16.423>what <00:05:16.505>will <00:05:16.588>happen <00:05:16.670>but <00:05:16.752>I <00:05:16.835>hope <00:05:16.917>we <00:05:17.000>can

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<00:05:19.430>know <00:05:19.431>what <00:05:19.432>will <00:05:19.433>happen <00:05:19.434>but <00:05:19.435>I <00:05:19.436>hope <00:05:19.437>we <00:05:19.439>can

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<00:05:19.440>know <00:05:19.533>what <00:05:19.626>will <00:05:19.719>happen <00:05:19.813>but <00:05:19.906>I <00:05:20.000>hope <00:05:20.093>we <00:05:20.186>can <00:05:20.280>um <00:05:20.373>replicate <00:05:20.466>the <00:05:20.560>problem <00:05:20.653>and <00:05:20.746>the <00:05:20.840>use

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<00:05:22.469>um <00:05:22.470>replicate <00:05:22.472>the <00:05:22.473>problem <00:05:22.474>and <00:05:22.476>the <00:05:22.478>use

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<00:05:22.479>um <00:05:22.579>replicate <00:05:22.679>the <00:05:22.779>problem <00:05:22.878>and <00:05:22.979>the <00:05:23.079>use <00:05:23.179>case. <00:05:23.279>Um <00:05:23.378>so <00:05:23.479>for <00:05:23.579>that <00:05:23.679>let's <00:05:23.779>quickly <00:05:23.878>go

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<00:05:27.029>case. <00:05:27.030>Um <00:05:27.031>so <00:05:27.032>for <00:05:27.034>that <00:05:27.035>let's <00:05:27.036>quickly <00:05:27.038>go

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<00:05:27.039>case. <00:05:27.179>Um <00:05:27.318>so <00:05:27.459>for <00:05:27.599>that <00:05:27.739>let's <00:05:27.878>quickly <00:05:28.019>go <00:05:28.159>into <00:05:28.299>the <00:05:28.438>runbook

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<00:05:29.350>into <00:05:29.354>the <00:05:29.359>runbook

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<00:05:29.360>into <00:05:29.710>the <00:05:30.060>runbook <00:05:30.410>for <00:05:30.760>C++

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<00:05:31.590>for <00:05:31.599>C++

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<00:05:31.600>for <00:05:31.740>C++ <00:05:31.880>and <00:05:32.020>we <00:05:32.160>will <00:05:32.300>be <00:05:32.440>using <00:05:32.580>this <00:05:32.720>prompt <00:05:32.860>to <00:05:33.000>ask

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<00:05:35.510>and <00:05:35.511>we <00:05:35.512>will <00:05:35.513>be <00:05:35.514>using <00:05:35.515>this <00:05:35.516>prompt <00:05:35.517>to <00:05:35.519>ask

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<00:05:35.520>and <00:05:35.607>we <00:05:35.695>will <00:05:35.782>be <00:05:35.870>using <00:05:35.957>this <00:05:36.044>prompt <00:05:36.132>to <00:05:36.219>ask <00:05:36.307>to <00:05:36.395>modernize <00:05:36.482>the <00:05:36.570>code <00:05:36.657>base. <00:05:36.745>Um <00:05:36.832>this <00:05:36.919>is

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<00:05:39.350>to <00:05:39.351>modernize <00:05:39.352>the <00:05:39.353>code <00:05:39.355>base. <00:05:39.356>Um <00:05:39.357>this <00:05:39.359>is

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<00:05:39.360>to <00:05:39.453>modernize <00:05:39.546>the <00:05:39.640>code <00:05:39.733>base. <00:05:39.826>Um <00:05:39.920>this <00:05:40.013>is <00:05:40.106>the <00:05:40.200>C++ <00:05:40.293>ingestion <00:05:40.386>gateway <00:05:40.480>and <00:05:40.573>I <00:05:40.666>will <00:05:40.760>be

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<00:05:42.469>the <00:05:42.470>C++ <00:05:42.471>ingestion <00:05:42.472>gateway <00:05:42.474>and <00:05:42.475>I <00:05:42.476>will <00:05:42.478>be

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<00:05:42.479>the <00:05:42.572>C++ <00:05:42.665>ingestion <00:05:42.758>gateway <00:05:42.852>and <00:05:42.945>I <00:05:43.039>will <00:05:43.132>be <00:05:43.225>using <00:05:43.318>cloud <00:05:43.412>code <00:05:43.505>um <00:05:43.599>for <00:05:43.692>this <00:05:43.785>for <00:05:43.878>this

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<00:05:45.189>using <00:05:45.190>cloud <00:05:45.191>code <00:05:45.192>um <00:05:45.194>for <00:05:45.195>this <00:05:45.196>for <00:05:45.198>this

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<00:05:45.199>using <00:05:45.354>cloud <00:05:45.510>code <00:05:45.665>um <00:05:45.821>for <00:05:45.976>this <00:05:46.132>for <00:05:46.287>this <00:05:46.443>specific <00:05:46.599>problem

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<00:05:48.230>specific <00:05:48.239>problem

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<00:05:48.240>specific <00:05:48.440>problem <00:05:48.640>and <00:05:48.840>let's <00:05:49.040>paste <00:05:49.240>that <00:05:49.440>here <00:05:49.640>hopefully.

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<00:05:50.870>and <00:05:50.871>let's <00:05:50.873>paste <00:05:50.875>that <00:05:50.877>here <00:05:50.879>hopefully.

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<00:05:50.880>and <00:05:51.007>let's <00:05:51.134>paste <00:05:51.261>that <00:05:51.389>here <00:05:51.516>hopefully. <00:05:51.643>Yeah, <00:05:51.770>it <00:05:51.898>should <00:05:52.025>be <00:05:52.152>good <00:05:52.280>enough.

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<00:05:54.629>Yeah, <00:05:54.630>it <00:05:54.632>should <00:05:54.634>be <00:05:54.636>good <00:05:54.638>enough.

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<00:05:54.639>Yeah, <00:05:54.746>it <00:05:54.854>should <00:05:54.962>be <00:05:55.069>good <00:05:55.177>enough. <00:05:55.285>And <00:05:55.392>the <00:05:55.500>expectation <00:05:55.608>is <00:05:55.715>now <00:05:55.823>that <00:05:55.931>it <00:05:56.039>runs

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<00:05:56.950>And <00:05:56.951>the <00:05:56.952>expectation <00:05:56.953>is <00:05:56.955>now <00:05:56.956>that <00:05:56.957>it <00:05:56.959>runs

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<00:05:56.960>And <00:05:57.067>the <00:05:57.175>expectation <00:05:57.283>is <00:05:57.390>now <00:05:57.498>that <00:05:57.606>it <00:05:57.713>runs <00:05:57.821>through <00:05:57.929>the <00:05:58.036>codebase <00:05:58.144>and <00:05:58.252>figures <00:05:58.359>out

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<00:05:59.909>through <00:05:59.910>the <00:05:59.912>codebase <00:05:59.914>and <00:05:59.916>figures <00:05:59.918>out

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<00:05:59.919>through <00:06:00.047>the <00:06:00.176>codebase <00:06:00.305>and <00:06:00.434>figures <00:06:00.562>out <00:06:00.691>whether <00:06:00.820>there's <00:06:00.949>an <00:06:01.078>unusual <00:06:01.206>design

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<00:06:01.350>whether <00:06:01.352>there's <00:06:01.354>an <00:06:01.356>unusual <00:06:01.359>design

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<00:06:01.360>whether <00:06:01.515>there's <00:06:01.671>an <00:06:01.826>unusual <00:06:01.982>design <00:06:02.137>pattern. <00:06:02.293>Hopefully <00:06:02.448>finds <00:06:02.604>that <00:06:02.760>workaround

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<00:06:03.430>pattern. <00:06:03.432>Hopefully <00:06:03.434>finds <00:06:03.436>that <00:06:03.439>workaround

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<00:06:03.440>pattern. <00:06:03.547>Hopefully <00:06:03.655>finds <00:06:03.763>that <00:06:03.870>workaround <00:06:03.978>with <00:06:04.086>the <00:06:04.193>signals <00:06:04.301>um <00:06:04.409>hook. <00:06:04.516>I <00:06:04.624>gave <00:06:04.732>it <00:06:04.840>a

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<00:06:06.710>with <00:06:06.711>the <00:06:06.712>signals <00:06:06.713>um <00:06:06.714>hook. <00:06:06.715>I <00:06:06.716>gave <00:06:06.717>it <00:06:06.719>a

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<00:06:06.720>with <00:06:06.807>the <00:06:06.895>signals <00:06:06.982>um <00:06:07.070>hook. <00:06:07.157>I <00:06:07.245>gave <00:06:07.332>it <00:06:07.420>a <00:06:07.507>little <00:06:07.595>bit <00:06:07.682>of <00:06:07.770>an <00:06:07.857>hint <00:06:07.945>uh <00:06:08.032>with <00:06:08.120>the

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<00:06:08.870>little <00:06:08.871>bit <00:06:08.872>of <00:06:08.873>an <00:06:08.875>hint <00:06:08.876>uh <00:06:08.877>with <00:06:08.879>the

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<00:06:08.880>little <00:06:08.980>bit <00:06:09.080>of <00:06:09.180>an <00:06:09.280>hint <00:06:09.380>uh <00:06:09.480>with <00:06:09.580>the <00:06:09.680>networking <00:06:09.780>code. <00:06:09.880>So <00:06:09.980>I <00:06:10.080>I <00:06:10.180>tested <00:06:10.280>it

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<00:06:11.430>networking <00:06:11.431>code. <00:06:11.433>So <00:06:11.434>I <00:06:11.436>I <00:06:11.437>tested <00:06:11.439>it

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<00:06:11.440>networking <00:06:11.540>code. <00:06:11.640>So <00:06:11.740>I <00:06:11.840>I <00:06:11.940>tested <00:06:12.040>it <00:06:12.140>without <00:06:12.240>that <00:06:12.340>and <00:06:12.440>it <00:06:12.540>takes <00:06:12.640>like <00:06:12.740>a <00:06:12.840>minute

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<00:06:13.590>without <00:06:13.591>that <00:06:13.592>and <00:06:13.593>it <00:06:13.595>takes <00:06:13.596>like <00:06:13.597>a <00:06:13.599>minute

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<00:06:13.600>without <00:06:13.687>that <00:06:13.775>and <00:06:13.862>it <00:06:13.950>takes <00:06:14.037>like <00:06:14.125>a <00:06:14.212>minute <00:06:14.300>um <00:06:14.387>to <00:06:14.475>figure <00:06:14.562>that <00:06:14.650>out <00:06:14.737>which <00:06:14.825>is <00:06:14.912>a <00:06:15.000>little

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<00:06:16.309>um <00:06:16.310>to <00:06:16.311>figure <00:06:16.312>that <00:06:16.313>out <00:06:16.314>which <00:06:16.315>is <00:06:16.316>a <00:06:16.318>little

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<00:06:16.319>um <00:06:16.412>to <00:06:16.505>figure <00:06:16.599>that <00:06:16.692>out <00:06:16.785>which <00:06:16.879>is <00:06:16.972>a <00:06:17.065>little <00:06:17.159>hurtful <00:06:17.252>for <00:06:17.345>live <00:06:17.439>demos. <00:06:17.532>But <00:06:17.625>now <00:06:17.719>it's

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<00:06:18.790>hurtful <00:06:18.791>for <00:06:18.793>live <00:06:18.794>demos. <00:06:18.796>But <00:06:18.797>now <00:06:18.799>it's

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<00:06:18.800>hurtful <00:06:18.907>for <00:06:19.015>live <00:06:19.123>demos. <00:06:19.230>But <00:06:19.338>now <00:06:19.446>it's <00:06:19.553>searching <00:06:19.661>um <00:06:19.769>through <00:06:19.876>the <00:06:19.984>source <00:06:20.092>code <00:06:20.200>and

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<00:06:22.230>searching <00:06:22.231>um <00:06:22.233>through <00:06:22.234>the <00:06:22.236>source <00:06:22.237>code <00:06:22.239>and

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<00:06:22.240>searching <00:06:22.356>um <00:06:22.473>through <00:06:22.590>the <00:06:22.706>source <00:06:22.823>code <00:06:22.940>and <00:06:23.056>sometimes <00:06:23.173>it <00:06:23.290>feels <00:06:23.406>like <00:06:23.523>CI/CD <00:06:23.640>is

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<00:06:24.150>sometimes <00:06:24.151>it <00:06:24.153>feels <00:06:24.155>like <00:06:24.157>CI/CD <00:06:24.159>is

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<00:06:24.160>sometimes <00:06:24.287>it <00:06:24.414>feels <00:06:24.541>like <00:06:24.669>CI/CD <00:06:24.796>is <00:06:24.923>compiling <00:06:25.050>while <00:06:25.178>agents <00:06:25.305>are <00:06:25.432>thinking. <00:06:25.560>Um

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<00:06:27.110>compiling <00:06:27.111>while <00:06:27.113>agents <00:06:27.115>are <00:06:27.117>thinking. <00:06:27.119>Um

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<00:06:27.120>compiling <00:06:27.247>while <00:06:27.374>agents <00:06:27.501>are <00:06:27.629>thinking. <00:06:27.756>Um <00:06:27.883>but <00:06:28.010>certainly <00:06:28.138>it <00:06:28.265>hopefully <00:06:28.392>finds <00:06:28.520>that

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<00:06:29.590>but <00:06:29.591>certainly <00:06:29.593>it <00:06:29.595>hopefully <00:06:29.597>finds <00:06:29.599>that

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<00:06:29.600>but <00:06:29.800>certainly <00:06:30.000>it <00:06:30.200>hopefully <00:06:30.400>finds <00:06:30.600>that <00:06:30.800>now <00:06:31.000>fast.

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<00:06:32.308>now <00:06:32.318>fast.

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<00:06:32.319>now <00:06:32.459>fast. <00:06:32.599>Um <00:06:32.739>and <00:06:32.879>my <00:06:33.019>next <00:06:33.159>step <00:06:33.299>would <00:06:33.439>be <00:06:33.579>when <00:06:33.719>it

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<00:06:35.270>Um <00:06:35.271>and <00:06:35.272>my <00:06:35.273>next <00:06:35.274>step <00:06:35.275>would <00:06:35.276>be <00:06:35.277>when <00:06:35.279>it

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<00:06:35.280>Um <00:06:35.380>and <00:06:35.479>my <00:06:35.580>next <00:06:35.679>step <00:06:35.780>would <00:06:35.880>be <00:06:35.979>when <00:06:36.080>it <00:06:36.179>detects <00:06:36.280>that <00:06:36.380>to <00:06:36.479>challenge <00:06:36.580>um <00:06:36.679>the

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<00:06:39.510>detects <00:06:39.511>that <00:06:39.513>to <00:06:39.515>challenge <00:06:39.517>um <00:06:39.519>the

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<00:06:39.520>detects <00:06:39.647>that <00:06:39.774>to <00:06:39.901>challenge <00:06:40.029>um <00:06:40.156>the <00:06:40.283>decisions <00:06:40.410>or <00:06:40.538>the <00:06:40.665>proposals <00:06:40.792>it <00:06:40.919>figures

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<00:06:41.749>decisions <00:06:41.750>or <00:06:41.752>the <00:06:41.754>proposals <00:06:41.756>it <00:06:41.758>figures

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<00:06:41.759>decisions <00:06:41.866>or <00:06:41.974>the <00:06:42.082>proposals <00:06:42.189>it <00:06:42.297>figures <00:06:42.405>out. <00:06:42.512>And <00:06:42.620>this <00:06:42.728>is <00:06:42.835>totally <00:06:42.943>new. <00:06:43.051>Um <00:06:43.159>let's

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<00:06:44.950>out. <00:06:44.951>And <00:06:44.952>this <00:06:44.953>is <00:06:44.955>totally <00:06:44.956>new. <00:06:44.957>Um <00:06:44.959>let's

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<00:06:44.960>out. <00:06:45.135>And <00:06:45.310>this <00:06:45.484>is <00:06:45.659>totally <00:06:45.835>new. <00:06:46.010>Um <00:06:46.185>let's <00:06:46.359>see.

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see.

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<00:06:47.039>see. <00:06:47.239>Yeah, <00:06:47.438>there's <00:06:47.639>a <00:06:47.839>legacy <00:06:48.039>uplink. <00:06:48.239>Where <00:06:48.438>is

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<00:06:48.870>Yeah, <00:06:48.871>there's <00:06:48.873>a <00:06:48.874>legacy <00:06:48.876>uplink. <00:06:48.877>Where <00:06:48.879>is

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<00:06:48.880>Yeah, <00:06:49.080>there's <00:06:49.280>a <00:06:49.480>legacy <00:06:49.680>uplink. <00:06:49.880>Where <00:06:50.080>is <00:06:50.280>it?

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<00:06:52.880>There <00:06:53.230>it <00:06:53.580>is. <00:06:53.930>Okay. <00:06:54.280>Um

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<00:06:56.469>There <00:06:56.471>it <00:06:56.473>is. <00:06:56.475>Okay. <00:06:56.478>Um

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<00:06:56.479>There <00:06:56.595>it <00:06:56.712>is. <00:06:56.829>Okay. <00:06:56.945>Um <00:06:57.062>so <00:06:57.179>there <00:06:57.295>are <00:06:57.412>some <00:06:57.529>problems <00:06:57.645>in <00:06:57.762>that <00:06:57.878>code.

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<00:06:59.110>so <00:06:59.111>there <00:06:59.112>are <00:06:59.113>some <00:06:59.115>problems <00:06:59.116>in <00:06:59.117>that <00:06:59.119>code.

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<00:06:59.120>so <00:06:59.213>there <00:06:59.306>are <00:06:59.400>some <00:06:59.493>problems <00:06:59.586>in <00:06:59.680>that <00:06:59.773>code. <00:06:59.866>The <00:06:59.960>fifth <00:07:00.053>one <00:07:00.146>is <00:07:00.240>like <00:07:00.333>the <00:07:00.426>null <00:07:00.520>object

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<00:07:01.909>The <00:07:01.910>fifth <00:07:01.911>one <00:07:01.912>is <00:07:01.914>like <00:07:01.915>the <00:07:01.916>null <00:07:01.918>object

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<00:07:01.919>The <00:07:02.026>fifth <00:07:02.134>one <00:07:02.242>is <00:07:02.349>like <00:07:02.457>the <00:07:02.565>null <00:07:02.672>object <00:07:02.780>resurrection <00:07:02.888>um <00:07:02.995>in <00:07:03.103>event <00:07:03.211>boost <00:07:03.318>shutdown.

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<00:07:05.189>resurrection <00:07:05.190>um <00:07:05.192>in <00:07:05.194>event <00:07:05.196>boost <00:07:05.198>shutdown.

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<00:07:05.199>resurrection <00:07:05.306>um <00:07:05.414>in <00:07:05.522>event <00:07:05.629>boost <00:07:05.737>shutdown. <00:07:05.845>So <00:07:05.952>it <00:07:06.060>figures <00:07:06.168>out <00:07:06.275>there's <00:07:06.383>a <00:07:06.491>there's <00:07:06.599>like

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<00:07:07.830>So <00:07:07.831>it <00:07:07.832>figures <00:07:07.833>out <00:07:07.835>there's <00:07:07.836>a <00:07:07.837>there's <00:07:07.839>like

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<00:07:07.840>So <00:07:07.933>it <00:07:08.026>figures <00:07:08.119>out <00:07:08.213>there's <00:07:08.306>a <00:07:08.400>there's <00:07:08.493>like <00:07:08.586>an <00:07:08.679>injected <00:07:08.773>call <00:07:08.866>back <00:07:08.960>which <00:07:09.053>is <00:07:09.146>oh <00:07:09.239>this

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<00:07:11.110>an <00:07:11.111>injected <00:07:11.112>call <00:07:11.113>back <00:07:11.115>which <00:07:11.116>is <00:07:11.117>oh <00:07:11.119>this

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<00:07:11.120>an <00:07:11.233>injected <00:07:11.346>call <00:07:11.459>back <00:07:11.572>which <00:07:11.685>is <00:07:11.799>oh <00:07:11.912>this <00:07:12.025>is <00:07:12.138>actually <00:07:12.251>interesting. <00:07:12.364>This <00:07:12.478>is

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<00:07:12.629>is <00:07:12.631>actually <00:07:12.633>interesting. <00:07:12.635>This <00:07:12.638>is

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<00:07:12.639>is <00:07:12.779>actually <00:07:12.919>interesting. <00:07:13.059>This <00:07:13.199>is <00:07:13.339>pointless. <00:07:13.479>A <00:07:13.619>signals <00:07:13.759>two <00:07:13.899>signal <00:07:14.039>with

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<00:07:14.870>pointless. <00:07:14.871>A <00:07:14.873>signals <00:07:14.875>two <00:07:14.877>signal <00:07:14.879>with

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<00:07:14.880>pointless. <00:07:15.007>A <00:07:15.134>signals <00:07:15.261>two <00:07:15.389>signal <00:07:15.516>with <00:07:15.643>zero <00:07:15.770>slots <00:07:15.898>already <00:07:16.025>does <00:07:16.152>nothing <00:07:16.280>when

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<00:07:16.870>zero <00:07:16.871>slots <00:07:16.873>already <00:07:16.875>does <00:07:16.877>nothing <00:07:16.879>when

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<00:07:16.880>zero <00:07:17.007>slots <00:07:17.134>already <00:07:17.261>does <00:07:17.389>nothing <00:07:17.516>when <00:07:17.643>fired. <00:07:17.770>So <00:07:17.898>connecting <00:07:18.025>and <00:07:18.152>nope <00:07:18.280>adds

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<00:07:19.029>fired. <00:07:19.030>So <00:07:19.032>connecting <00:07:19.034>and <00:07:19.036>nope <00:07:19.038>adds

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<00:07:19.039>fired. <00:07:19.166>So <00:07:19.293>connecting <00:07:19.420>and <00:07:19.548>nope <00:07:19.675>adds <00:07:19.802>nothing <00:07:19.929>but <00:07:20.057>confusion. <00:07:20.184>Safe <00:07:20.311>to <00:07:20.438>just

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<00:07:20.950>nothing <00:07:20.951>but <00:07:20.953>confusion. <00:07:20.955>Safe <00:07:20.957>to <00:07:20.959>just

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<00:07:20.960>nothing <00:07:21.067>but <00:07:21.175>confusion. <00:07:21.283>Safe <00:07:21.390>to <00:07:21.498>just <00:07:21.606>delete. <00:07:21.713>Well <00:07:21.821>um <00:07:21.929>I <00:07:22.036>do <00:07:22.144>know <00:07:22.252>from <00:07:22.359>my

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<00:07:24.230>delete. <00:07:24.231>Well <00:07:24.232>um <00:07:24.233>I <00:07:24.235>do <00:07:24.236>know <00:07:24.237>from <00:07:24.239>my

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<00:07:24.240>delete. <00:07:24.340>Well <00:07:24.440>um <00:07:24.540>I <00:07:24.640>do <00:07:24.740>know <00:07:24.840>from <00:07:24.940>my <00:07:25.040>experience <00:07:25.140>it's <00:07:25.240>not <00:07:25.340>just <00:07:25.440>safe <00:07:25.540>to <00:07:25.640>delete.

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<00:07:26.469>experience <00:07:26.470>it's <00:07:26.472>not <00:07:26.473>just <00:07:26.474>safe <00:07:26.476>to <00:07:26.478>delete.

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<00:07:26.479>experience <00:07:26.595>it's <00:07:26.712>not <00:07:26.829>just <00:07:26.945>safe <00:07:27.062>to <00:07:27.179>delete. <00:07:27.295>So <00:07:27.412>we <00:07:27.529>can <00:07:27.645>challenge <00:07:27.762>that <00:07:27.878>assumption

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<00:07:28.469>So <00:07:28.470>we <00:07:28.472>can <00:07:28.474>challenge <00:07:28.476>that <00:07:28.478>assumption

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<00:07:28.479>So <00:07:28.712>we <00:07:28.945>can <00:07:29.179>challenge <00:07:29.412>that <00:07:29.645>assumption <00:07:29.878>actually

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actually

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<00:07:30.160>actually <00:07:30.860>um <00:07:31.560>and

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<00:07:32.230>um <00:07:32.239>and

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<00:07:32.240>um <00:07:32.473>and <00:07:32.706>ask <00:07:32.940>for <00:07:33.173>a <00:07:33.406>proper <00:07:33.640>implementation

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<00:07:36.308>ask <00:07:36.311>for <00:07:36.313>a <00:07:36.315>proper <00:07:36.318>implementation

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<00:07:36.319>ask <00:07:36.426>for <00:07:36.534>a <00:07:36.642>proper <00:07:36.749>implementation <00:07:36.857>and <00:07:36.965>I <00:07:37.072>will <00:07:37.180>cheat <00:07:37.288>a <00:07:37.395>little <00:07:37.503>bit <00:07:37.611>and <00:07:37.719>not

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<00:07:38.070>and <00:07:38.071>I <00:07:38.072>will <00:07:38.073>cheat <00:07:38.074>a <00:07:38.075>little <00:07:38.076>bit <00:07:38.077>and <00:07:38.079>not

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<00:07:38.080>and <00:07:38.173>I <00:07:38.266>will <00:07:38.359>cheat <00:07:38.453>a <00:07:38.546>little <00:07:38.640>bit <00:07:38.733>and <00:07:38.826>not <00:07:38.919>write <00:07:39.013>out <00:07:39.106>the <00:07:39.200>prompt <00:07:39.293>but <00:07:39.386>use <00:07:39.479>the

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<00:07:39.830>write <00:07:39.831>out <00:07:39.832>the <00:07:39.834>prompt <00:07:39.836>but <00:07:39.837>use <00:07:39.839>the

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<00:07:39.840>write <00:07:39.980>out <00:07:40.120>the <00:07:40.260>prompt <00:07:40.400>but <00:07:40.540>use <00:07:40.680>the <00:07:40.820>prepared <00:07:40.960>version <00:07:41.100>but <00:07:41.240>essentially

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<00:07:44.070>prepared <00:07:44.073>version <00:07:44.075>but <00:07:44.079>essentially

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<00:07:44.080>prepared <00:07:44.235>version <00:07:44.391>but <00:07:44.546>essentially <00:07:44.702>challenging <00:07:44.857>that. <00:07:45.013>Um <00:07:45.168>and <00:07:45.324>also <00:07:45.479>asking

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<00:07:47.670>challenging <00:07:47.671>that. <00:07:47.673>Um <00:07:47.675>and <00:07:47.677>also <00:07:47.679>asking

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<00:07:47.680>challenging <00:07:47.796>that. <00:07:47.913>Um <00:07:48.030>and <00:07:48.146>also <00:07:48.263>asking <00:07:48.380>like <00:07:48.496>write <00:07:48.613>a <00:07:48.730>test <00:07:48.846>that <00:07:48.963>proves <00:07:49.080>that

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<00:07:50.308>like <00:07:50.310>write <00:07:50.312>a <00:07:50.313>test <00:07:50.315>that <00:07:50.316>proves <00:07:50.318>that

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<00:07:50.319>like <00:07:50.435>write <00:07:50.552>a <00:07:50.669>test <00:07:50.785>that <00:07:50.902>proves <00:07:51.019>that <00:07:51.135>removing <00:07:51.252>that <00:07:51.369>uh <00:07:51.485>reconnect <00:07:51.602>uh <00:07:51.719>changes

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<00:07:53.350>removing <00:07:53.351>that <00:07:53.353>uh <00:07:53.355>reconnect <00:07:53.357>uh <00:07:53.359>changes

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<00:07:53.360>removing <00:07:53.500>that <00:07:53.640>uh <00:07:53.780>reconnect <00:07:53.920>uh <00:07:54.060>changes <00:07:54.200>the <00:07:54.340>behavior <00:07:54.480>or <00:07:54.620>introduces <00:07:54.760>like

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<00:07:55.270>the <00:07:55.272>behavior <00:07:55.274>or <00:07:55.276>introduces <00:07:55.279>like

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<00:07:55.280>the <00:07:55.419>behavior <00:07:55.559>or <00:07:55.700>introduces <00:07:55.840>like <00:07:55.979>regressions <00:07:56.119>also <00:07:56.260>like <00:07:56.400>search <00:07:56.539>for <00:07:56.679>the

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<00:07:58.070>regressions <00:07:58.071>also <00:07:58.073>like <00:07:58.075>search <00:07:58.077>for <00:07:58.079>the

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<00:07:58.080>regressions <00:07:58.187>also <00:07:58.295>like <00:07:58.403>search <00:07:58.510>for <00:07:58.618>the <00:07:58.726>boost <00:07:58.833>version <00:07:58.941>that <00:07:59.049>we <00:07:59.156>are <00:07:59.264>pinned <00:07:59.372>to <00:07:59.479>and

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<00:08:00.469>boost <00:08:00.470>version <00:08:00.471>that <00:08:00.472>we <00:08:00.474>are <00:08:00.475>pinned <00:08:00.476>to <00:08:00.478>and

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<00:08:00.479>boost <00:08:00.606>version <00:08:00.733>that <00:08:00.860>we <00:08:00.988>are <00:08:01.115>pinned <00:08:01.242>to <00:08:01.369>and <00:08:01.497>now <00:08:01.624>it <00:08:01.751>starts <00:08:01.878>analyzing

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<00:08:03.430>now <00:08:03.433>it <00:08:03.436>starts <00:08:03.439>analyzing

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<00:08:03.440>now <00:08:03.595>it <00:08:03.751>starts <00:08:03.906>analyzing <00:08:04.062>oh <00:08:04.217>it <00:08:04.373>starts <00:08:04.528>analyzing <00:08:04.684>the <00:08:04.840>environment

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<00:08:06.309>oh <00:08:06.310>it <00:08:06.312>starts <00:08:06.314>analyzing <00:08:06.316>the <00:08:06.318>environment

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<00:08:06.319>oh <00:08:06.419>it <00:08:06.519>starts <00:08:06.619>analyzing <00:08:06.719>the <00:08:06.819>environment <00:08:06.919>um <00:08:07.019>there <00:08:07.119>is <00:08:07.219>CI/CD <00:08:07.319>so <00:08:07.419>it <00:08:07.519>started <00:08:07.619>out <00:08:07.719>with

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<00:08:09.909>um <00:08:09.910>there <00:08:09.911>is <00:08:09.912>CI/CD <00:08:09.913>so <00:08:09.914>it <00:08:09.915>started <00:08:09.916>out <00:08:09.918>with

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<00:08:09.919>um <00:08:10.012>there <00:08:10.105>is <00:08:10.198>CI/CD <00:08:10.292>so <00:08:10.385>it <00:08:10.479>started <00:08:10.572>out <00:08:10.665>with <00:08:10.758>figuring <00:08:10.852>out <00:08:10.945>what <00:08:11.039>are <00:08:11.132>the <00:08:11.225>CI/CD <00:08:11.318>versions

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<00:08:12.150>figuring <00:08:12.151>out <00:08:12.153>what <00:08:12.154>are <00:08:12.156>the <00:08:12.157>CI/CD <00:08:12.159>versions

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<00:08:12.160>figuring <00:08:12.267>out <00:08:12.375>what <00:08:12.483>are <00:08:12.590>the <00:08:12.698>CI/CD <00:08:12.806>versions <00:08:12.913>that's <00:08:13.021>pinned <00:08:13.129>it's <00:08:13.236>I <00:08:13.344>want <00:08:13.452>to <00:08:13.560>proceed

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<00:08:16.070>that's <00:08:16.071>pinned <00:08:16.073>it's <00:08:16.074>I <00:08:16.075>want <00:08:16.077>to <00:08:16.079>proceed

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<00:08:16.080>that's <00:08:16.280>pinned <00:08:16.479>it's <00:08:16.680>I <00:08:16.880>want <00:08:17.080>to <00:08:17.280>proceed <00:08:17.479>Um

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Um

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<00:08:17.680>Um <00:08:17.880>it <00:08:18.080>would <00:08:18.280>also <00:08:18.480>detect <00:08:18.680>that <00:08:18.880>my <00:08:19.080>local

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<00:08:19.589>it <00:08:19.590>would <00:08:19.592>also <00:08:19.593>detect <00:08:19.594>that <00:08:19.596>my <00:08:19.598>local

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<00:08:19.599>it <00:08:19.706>would <00:08:19.814>also <00:08:19.922>detect <00:08:20.029>that <00:08:20.137>my <00:08:20.245>local <00:08:20.352>environment <00:08:20.460>in <00:08:20.568>Mac <00:08:20.675>OS <00:08:20.783>uses <00:08:20.891>a <00:08:20.998>different

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<00:08:21.670>environment <00:08:21.671>in <00:08:21.673>Mac <00:08:21.674>OS <00:08:21.676>uses <00:08:21.677>a <00:08:21.679>different

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<00:08:21.680>environment <00:08:21.796>in <00:08:21.913>Mac <00:08:22.030>OS <00:08:22.146>uses <00:08:22.263>a <00:08:22.380>different <00:08:22.496>pinned <00:08:22.613>version <00:08:22.730>at <00:08:22.846>some <00:08:22.963>point <00:08:23.080>hopefully.

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<00:08:24.309>pinned <00:08:24.310>version <00:08:24.312>at <00:08:24.314>some <00:08:24.316>point <00:08:24.318>hopefully.

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<00:08:24.319>pinned <00:08:24.426>version <00:08:24.534>at <00:08:24.642>some <00:08:24.749>point <00:08:24.857>hopefully. <00:08:24.965>Um <00:08:25.072>and <00:08:25.180>the <00:08:25.288>overall <00:08:25.395>idea <00:08:25.503>behind <00:08:25.611>that <00:08:25.719>use

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<00:08:27.510>Um <00:08:27.511>and <00:08:27.512>the <00:08:27.513>overall <00:08:27.515>idea <00:08:27.516>behind <00:08:27.517>that <00:08:27.519>use

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<00:08:27.520>Um <00:08:27.613>and <00:08:27.706>the <00:08:27.799>overall <00:08:27.893>idea <00:08:27.986>behind <00:08:28.080>that <00:08:28.173>use <00:08:28.266>case <00:08:28.359>is <00:08:28.453>to <00:08:28.546>prove <00:08:28.640>that <00:08:28.733>the <00:08:28.826>agent <00:08:28.919>says

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<00:08:31.029>case <00:08:31.030>is <00:08:31.031>to <00:08:31.032>prove <00:08:31.034>that <00:08:31.035>the <00:08:31.036>agent <00:08:31.038>says

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<00:08:31.039>case <00:08:31.126>is <00:08:31.214>to <00:08:31.301>prove <00:08:31.389>that <00:08:31.476>the <00:08:31.563>agent <00:08:31.651>says <00:08:31.739>well <00:08:31.826>it's <00:08:31.914>safe <00:08:32.001>to <00:08:32.088>delete <00:08:32.176>but <00:08:32.264>I <00:08:32.351>as <00:08:32.438>a

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<00:08:33.110>well <00:08:33.111>it's <00:08:33.112>safe <00:08:33.113>to <00:08:33.114>delete <00:08:33.115>but <00:08:33.116>I <00:08:33.117>as <00:08:33.119>a

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<00:08:33.120>well <00:08:33.197>it's <00:08:33.275>safe <00:08:33.353>to <00:08:33.431>delete <00:08:33.508>but <00:08:33.586>I <00:08:33.664>as <00:08:33.742>a <00:08:33.820>human <00:08:33.897>or <00:08:33.975>I <00:08:34.053>as <00:08:34.131>a <00:08:34.208>user <00:08:34.286>need <00:08:34.364>to <00:08:34.442>decide <00:08:34.520>hey

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<00:08:35.669>human <00:08:35.670>or <00:08:35.671>I <00:08:35.673>as <00:08:35.674>a <00:08:35.674>user <00:08:35.675>need <00:08:35.676>to <00:08:35.678>decide <00:08:35.679>hey

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<00:08:35.679>human <00:08:35.762>or <00:08:35.844>I <00:08:35.927>as <00:08:36.009>a <00:08:36.091>user <00:08:36.174>need <00:08:36.256>to <00:08:36.338>decide <00:08:36.421>hey <00:08:36.503>this <00:08:36.585>is <00:08:36.668>actually <00:08:36.750>not <00:08:36.832>safe <00:08:36.915>to <00:08:36.997>delete. <00:08:37.079>we

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<00:08:37.588>this <00:08:37.590>is <00:08:37.591>actually <00:08:37.592>not <00:08:37.594>safe <00:08:37.595>to <00:08:37.596>delete. <00:08:37.598>we

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<00:08:37.599>this <00:08:37.699>is <00:08:37.799>actually <00:08:37.899>not <00:08:37.999>safe <00:08:38.099>to <00:08:38.199>delete. <00:08:38.299>we <00:08:38.399>first <00:08:38.499>need <00:08:38.599>to <00:08:38.699>figure <00:08:38.799>out <00:08:38.899>which <00:08:38.999>releases

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<00:08:40.789>first <00:08:40.791>need <00:08:40.793>to <00:08:40.794>figure <00:08:40.795>out <00:08:40.797>which <00:08:40.799>releases

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<00:08:40.799>first <00:08:40.916>need <00:08:41.033>to <00:08:41.150>figure <00:08:41.266>out <00:08:41.383>which <00:08:41.500>releases <00:08:41.616>which <00:08:41.733>uh <00:08:41.849>output <00:08:41.966>or <00:08:42.083>environments <00:08:42.199>are

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<00:08:43.990>which <00:08:43.991>uh <00:08:43.993>output <00:08:43.995>or <00:08:43.997>environments <00:08:43.999>are

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<00:08:44.000>which <00:08:44.107>uh <00:08:44.215>output <00:08:44.323>or <00:08:44.430>environments <00:08:44.538>are <00:08:44.646>affected <00:08:44.753>by <00:08:44.861>that <00:08:44.969>and <00:08:45.076>one <00:08:45.184>way <00:08:45.292>is <00:08:45.400>to

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<00:08:46.470>affected <00:08:46.471>by <00:08:46.472>that <00:08:46.473>and <00:08:46.475>one <00:08:46.476>way <00:08:46.477>is <00:08:46.479>to

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<00:08:46.480>affected <00:08:46.580>by <00:08:46.680>that <00:08:46.780>and <00:08:46.880>one <00:08:46.980>way <00:08:47.080>is <00:08:47.180>to <00:08:47.280>enforce <00:08:47.380>like <00:08:47.480>a <00:08:47.580>test <00:08:47.680>do <00:08:47.780>some <00:08:47.880>deep

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<00:08:49.030>enforce <00:08:49.031>like <00:08:49.033>a <00:08:49.034>test <00:08:49.036>do <00:08:49.037>some <00:08:49.039>deep

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<00:08:49.040>enforce <00:08:49.133>like <00:08:49.226>a <00:08:49.319>test <00:08:49.413>do <00:08:49.506>some <00:08:49.599>deep <00:08:49.693>research <00:08:49.786>on <00:08:49.880>the <00:08:49.973>web <00:08:50.066>and <00:08:50.160>so <00:08:50.253>on. <00:08:50.346>Now <00:08:50.439>it's

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<00:08:52.550>research <00:08:52.551>on <00:08:52.552>the <00:08:52.553>web <00:08:52.554>and <00:08:52.555>so <00:08:52.556>on. <00:08:52.557>Now <00:08:52.559>it's

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<00:08:52.560>research <00:08:52.653>on <00:08:52.746>the <00:08:52.839>web <00:08:52.933>and <00:08:53.026>so <00:08:53.119>on. <00:08:53.213>Now <00:08:53.306>it's <00:08:53.400>it's <00:08:53.493>actually <00:08:53.586>figuring <00:08:53.680>out <00:08:53.773>to <00:08:53.866>write <00:08:53.959>a

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<00:08:54.710>it's <00:08:54.711>actually <00:08:54.713>figuring <00:08:54.714>out <00:08:54.716>to <00:08:54.717>write <00:08:54.719>a

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<00:08:54.720>it's <00:08:54.827>actually <00:08:54.935>figuring <00:08:55.043>out <00:08:55.150>to <00:08:55.258>write <00:08:55.366>a <00:08:55.473>focus <00:08:55.581>test <00:08:55.689>that <00:08:55.796>isolates <00:08:55.904>the <00:08:56.012>one <00:08:56.120>obser

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<00:08:58.230>focus <00:08:58.231>test <00:08:58.233>that <00:08:58.234>isolates <00:08:58.236>the <00:08:58.237>one <00:08:58.239>obser

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<00:08:58.240>focus <00:08:58.367>test <00:08:58.494>that <00:08:58.621>isolates <00:08:58.749>the <00:08:58.876>one <00:08:59.003>obser <00:08:59.130>observable <00:08:59.258>question <00:08:59.385>after <00:08:59.512>shutdown <00:08:59.640>does

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<00:09:01.350>observable <00:09:01.352>question <00:09:01.354>after <00:09:01.356>shutdown <00:09:01.359>does

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<00:09:01.360>observable <00:09:01.487>question <00:09:01.614>after <00:09:01.741>shutdown <00:09:01.869>does <00:09:01.996>the <00:09:02.123>node <00:09:02.250>slot <00:09:02.378>change <00:09:02.505>anything <00:09:02.632>to <00:09:02.760>the

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<00:09:03.350>the <00:09:03.351>node <00:09:03.353>slot <00:09:03.354>change <00:09:03.356>anything <00:09:03.357>to <00:09:03.359>the

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<00:09:03.360>the <00:09:03.500>node <00:09:03.640>slot <00:09:03.780>change <00:09:03.920>anything <00:09:04.060>to <00:09:04.200>the <00:09:04.340>rest <00:09:04.480>of <00:09:04.620>the <00:09:04.760>gateway

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<00:09:07.920>Okay. <00:09:08.094>So, <00:09:08.270>um <00:09:08.444>I <00:09:08.620>will <00:09:08.795>skip <00:09:08.969>this <00:09:09.145>as <00:09:09.319>a

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<00:09:12.389>Okay. <00:09:12.390>So, <00:09:12.391>um <00:09:12.392>I <00:09:12.393>will <00:09:12.394>skip <00:09:12.395>this <00:09:12.396>as <00:09:12.398>a

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<00:09:12.399>Okay. <00:09:12.492>So, <00:09:12.585>um <00:09:12.679>I <00:09:12.772>will <00:09:12.865>skip <00:09:12.959>this <00:09:13.052>as <00:09:13.145>a <00:09:13.239>matter <00:09:13.332>of <00:09:13.425>time, <00:09:13.519>but <00:09:13.612>this <00:09:13.705>actually <00:09:13.799>looked

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<00:09:14.630>matter <00:09:14.631>of <00:09:14.633>time, <00:09:14.634>but <00:09:14.636>this <00:09:14.637>actually <00:09:14.639>looked

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<00:09:14.640>matter <00:09:14.747>of <00:09:14.855>time, <00:09:14.963>but <00:09:15.070>this <00:09:15.178>actually <00:09:15.286>looked <00:09:15.393>good. <00:09:15.501>So, <00:09:15.609>this <00:09:15.716>time <00:09:15.824>the <00:09:15.932>agents <00:09:16.040>behaved

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<00:09:16.550>good. <00:09:16.551>So, <00:09:16.553>this <00:09:16.554>time <00:09:16.555>the <00:09:16.557>agents <00:09:16.559>behaved

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<00:09:16.560>good. <00:09:16.667>So, <00:09:16.775>this <00:09:16.883>time <00:09:16.990>the <00:09:17.098>agents <00:09:17.206>behaved <00:09:17.313>exactly <00:09:17.421>as <00:09:17.529>planned. <00:09:17.636>Um <00:09:17.744>which <00:09:17.852>is <00:09:17.959>not

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<00:09:20.389>exactly <00:09:20.390>as <00:09:20.392>planned. <00:09:20.393>Um <00:09:20.395>which <00:09:20.396>is <00:09:20.398>not

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<00:09:20.399>exactly <00:09:20.554>as <00:09:20.710>planned. <00:09:20.865>Um <00:09:21.021>which <00:09:21.176>is <00:09:21.332>not <00:09:21.487>always <00:09:21.643>the <00:09:21.799>case.

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<00:09:23.110>always <00:09:23.114>the <00:09:23.119>case.

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<00:09:23.120>always <00:09:23.236>the <00:09:23.353>case. <00:09:23.470>I <00:09:23.586>do <00:09:23.703>have <00:09:23.820>some <00:09:23.936>if <00:09:24.053>it <00:09:24.170>didn't <00:09:24.286>work, <00:09:24.403>I <00:09:24.520>do

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<00:09:25.509>I <00:09:25.510>do <00:09:25.511>have <00:09:25.512>some <00:09:25.513>if <00:09:25.514>it <00:09:25.515>didn't <00:09:25.516>work, <00:09:25.517>I <00:09:25.518>do

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<00:09:25.519>I <00:09:25.595>do <00:09:25.671>have <00:09:25.747>some <00:09:25.824>if <00:09:25.900>it <00:09:25.976>didn't <00:09:26.052>work, <00:09:26.129>I <00:09:26.205>do <00:09:26.281>have <00:09:26.357>some <00:09:26.434>backup <00:09:26.510>screenshots <00:09:26.586>in <00:09:26.662>the

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<00:09:26.790>have <00:09:26.791>some <00:09:26.793>backup <00:09:26.795>screenshots <00:09:26.797>in <00:09:26.799>the

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<00:09:26.800>have <00:09:27.033>some <00:09:27.266>backup <00:09:27.500>screenshots <00:09:27.733>in <00:09:27.966>the <00:09:28.199>slides.

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slides.

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<00:09:29.120>slides. <00:09:29.295>Um <00:09:29.470>for <00:09:29.645>the <00:09:29.820>next <00:09:29.995>use <00:09:30.170>case, <00:09:30.345>I <00:09:30.520>thought

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<00:09:31.350>Um <00:09:31.351>for <00:09:31.352>the <00:09:31.353>next <00:09:31.355>use <00:09:31.356>case, <00:09:31.357>I <00:09:31.359>thought

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<00:09:31.360>Um <00:09:31.453>for <00:09:31.546>the <00:09:31.640>next <00:09:31.733>use <00:09:31.826>case, <00:09:31.920>I <00:09:32.013>thought <00:09:32.106>about <00:09:32.200>what <00:09:32.293>about <00:09:32.386>Java? <00:09:32.480>And <00:09:32.573>I <00:09:32.666>also <00:09:32.760>want

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<00:09:34.710>about <00:09:34.711>what <00:09:34.712>about <00:09:34.713>Java? <00:09:34.715>And <00:09:34.716>I <00:09:34.717>also <00:09:34.719>want

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<00:09:34.720>about <00:09:34.813>what <00:09:34.906>about <00:09:35.000>Java? <00:09:35.093>And <00:09:35.186>I <00:09:35.280>also <00:09:35.373>want <00:09:35.466>to <00:09:35.560>not <00:09:35.653>just <00:09:35.746>modernize <00:09:35.840>Java <00:09:35.933>but <00:09:36.026>also <00:09:36.120>put

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<00:09:37.110>to <00:09:37.111>not <00:09:37.112>just <00:09:37.113>modernize <00:09:37.115>Java <00:09:37.116>but <00:09:37.117>also <00:09:37.119>put

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<00:09:37.120>to <00:09:37.207>not <00:09:37.295>just <00:09:37.382>modernize <00:09:37.470>Java <00:09:37.557>but <00:09:37.645>also <00:09:37.732>put <00:09:37.820>it <00:09:37.907>in <00:09:37.995>a <00:09:38.082>container <00:09:38.170>and <00:09:38.257>maybe <00:09:38.345>even <00:09:38.432>move <00:09:38.520>a

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<00:09:39.190>it <00:09:39.191>in <00:09:39.192>a <00:09:39.193>container <00:09:39.194>and <00:09:39.195>maybe <00:09:39.196>even <00:09:39.197>move <00:09:39.199>a

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<00:09:39.200>it <00:09:39.300>in <00:09:39.400>a <00:09:39.500>container <00:09:39.600>and <00:09:39.700>maybe <00:09:39.800>even <00:09:39.900>move <00:09:40.000>a <00:09:40.100>monolith <00:09:40.200>to <00:09:40.300>Kubernetes <00:09:40.400>cluster. <00:09:40.500>Um <00:09:40.600>and

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<00:09:42.630>monolith <00:09:42.631>to <00:09:42.633>Kubernetes <00:09:42.635>cluster. <00:09:42.637>Um <00:09:42.639>and

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<00:09:42.640>monolith <00:09:42.747>to <00:09:42.855>Kubernetes <00:09:42.963>cluster. <00:09:43.070>Um <00:09:43.178>and <00:09:43.286>the <00:09:43.393>first <00:09:43.501>step <00:09:43.609>was <00:09:43.716>modernizing <00:09:43.824>Java <00:09:43.932>to <00:09:44.040>a

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<00:09:45.190>the <00:09:45.191>first <00:09:45.192>step <00:09:45.193>was <00:09:45.195>modernizing <00:09:45.196>Java <00:09:45.197>to <00:09:45.199>a

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<00:09:45.200>the <00:09:45.293>first <00:09:45.386>step <00:09:45.480>was <00:09:45.573>modernizing <00:09:45.666>Java <00:09:45.760>to <00:09:45.853>a <00:09:45.946>modern <00:09:46.040>language <00:09:46.133>from <00:09:46.226>Java <00:09:46.320>8 <00:09:46.413>to <00:09:46.506>21. <00:09:46.600>I

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<00:09:48.870>modern <00:09:48.871>language <00:09:48.872>from <00:09:48.873>Java <00:09:48.875>8 <00:09:48.876>to <00:09:48.877>21. <00:09:48.879>I

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<00:09:48.880>modern <00:09:48.973>language <00:09:49.066>from <00:09:49.160>Java <00:09:49.253>8 <00:09:49.346>to <00:09:49.439>21. <00:09:49.533>I <00:09:49.626>think <00:09:49.720>25 <00:09:49.813>is <00:09:49.906>current. <00:09:50.000>But <00:09:50.093>the <00:09:50.186>problem <00:09:50.280>is

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<00:09:52.070>think <00:09:52.071>25 <00:09:52.072>is <00:09:52.073>current. <00:09:52.075>But <00:09:52.076>the <00:09:52.077>problem <00:09:52.079>is

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<00:09:52.080>think <00:09:52.187>25 <00:09:52.295>is <00:09:52.403>current. <00:09:52.510>But <00:09:52.618>the <00:09:52.726>problem <00:09:52.833>is <00:09:52.941>really <00:09:53.049>like <00:09:53.156>in <00:09:53.264>enterprise <00:09:53.372>you <00:09:53.480>cannot

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<00:09:54.150>really <00:09:54.151>like <00:09:54.153>in <00:09:54.155>enterprise <00:09:54.157>you <00:09:54.159>cannot

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<00:09:54.160>really <00:09:54.267>like <00:09:54.375>in <00:09:54.483>enterprise <00:09:54.590>you <00:09:54.698>cannot <00:09:54.806>really <00:09:54.913>just <00:09:55.021>throw <00:09:55.129>in <00:09:55.236>a <00:09:55.344>prompt <00:09:55.452>and <00:09:55.560>say

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<00:09:57.190>really <00:09:57.191>just <00:09:57.192>throw <00:09:57.193>in <00:09:57.195>a <00:09:57.196>prompt <00:09:57.197>and <00:09:57.199>say

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<00:09:57.200>really <00:09:57.307>just <00:09:57.415>throw <00:09:57.523>in <00:09:57.630>a <00:09:57.738>prompt <00:09:57.846>and <00:09:57.953>say <00:09:58.061>please <00:09:58.169>help <00:09:58.276>me <00:09:58.384>modernize <00:09:58.492>everything <00:09:58.600>and

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<00:09:59.110>please <00:09:59.111>help <00:09:59.113>me <00:09:59.115>modernize <00:09:59.117>everything <00:09:59.119>and

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<00:09:59.120>please <00:09:59.236>help <00:09:59.353>me <00:09:59.470>modernize <00:09:59.586>everything <00:09:59.703>and <00:09:59.820>then <00:09:59.936>just <00:10:00.053>redeploy <00:10:00.170>it <00:10:00.286>to <00:10:00.403>production <00:10:00.520>and

00:10:01.030 --> 00:10:01.040 align:start position:0%
<00:10:01.030>then <00:10:01.031>just <00:10:01.033>redeploy <00:10:01.034>it <00:10:01.036>to <00:10:01.037>production <00:10:01.039>and

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<00:10:01.040>then <00:10:01.147>just <00:10:01.255>redeploy <00:10:01.363>it <00:10:01.470>to <00:10:01.578>production <00:10:01.686>and <00:10:01.793>it <00:10:01.901>hopefully <00:10:02.009>works. <00:10:02.116>um <00:10:02.224>but <00:10:02.332>rather <00:10:02.439>much

00:10:03.750 --> 00:10:03.760 align:start position:0%
<00:10:03.750>it <00:10:03.751>hopefully <00:10:03.753>works. <00:10:03.754>um <00:10:03.756>but <00:10:03.757>rather <00:10:03.759>much

00:10:03.760 --> 00:10:06.710 align:start position:0%
<00:10:03.760>it <00:10:03.867>hopefully <00:10:03.975>works. <00:10:04.083>um <00:10:04.190>but <00:10:04.298>rather <00:10:04.406>much <00:10:04.513>figure <00:10:04.621>out <00:10:04.729>what <00:10:04.836>could <00:10:04.944>break, <00:10:05.052>what <00:10:05.160>new

00:10:06.710 --> 00:10:06.720 align:start position:0%
<00:10:06.710>figure <00:10:06.711>out <00:10:06.713>what <00:10:06.714>could <00:10:06.716>break, <00:10:06.717>what <00:10:06.719>new

00:10:06.720 --> 00:10:08.790 align:start position:0%
<00:10:06.720>figure <00:10:06.827>out <00:10:06.935>what <00:10:07.043>could <00:10:07.150>break, <00:10:07.258>what <00:10:07.366>new <00:10:07.473>language <00:10:07.581>patterns <00:10:07.689>need <00:10:07.796>to <00:10:07.904>be <00:10:08.012>learned <00:10:08.120>by

00:10:08.790 --> 00:10:08.800 align:start position:0%
<00:10:08.790>language <00:10:08.791>patterns <00:10:08.793>need <00:10:08.794>to <00:10:08.795>be <00:10:08.797>learned <00:10:08.799>by

00:10:08.800 --> 00:10:12.550 align:start position:0%
<00:10:08.800>language <00:10:08.907>patterns <00:10:09.015>need <00:10:09.123>to <00:10:09.230>be <00:10:09.338>learned <00:10:09.446>by <00:10:09.553>developers. <00:10:09.661>Um <00:10:09.769>and <00:10:09.876>also <00:10:09.984>like <00:10:10.092>a <00:10:10.199>huge

00:10:12.550 --> 00:10:12.560 align:start position:0%
<00:10:12.550>developers. <00:10:12.551>Um <00:10:12.553>and <00:10:12.554>also <00:10:12.555>like <00:10:12.557>a <00:10:12.559>huge

00:10:12.560 --> 00:10:14.310 align:start position:0%
<00:10:12.560>developers. <00:10:12.676>Um <00:10:12.793>and <00:10:12.910>also <00:10:13.026>like <00:10:13.143>a <00:10:13.260>huge <00:10:13.376>merge <00:10:13.493>request, <00:10:13.609>a <00:10:13.726>pull <00:10:13.843>request <00:10:13.959>with

00:10:14.310 --> 00:10:14.320 align:start position:0%
<00:10:14.310>merge <00:10:14.311>request, <00:10:14.313>a <00:10:14.315>pull <00:10:14.317>request <00:10:14.319>with

00:10:14.320 --> 00:10:17.990 align:start position:0%
<00:10:14.320>merge <00:10:14.427>request, <00:10:14.535>a <00:10:14.643>pull <00:10:14.750>request <00:10:14.858>with <00:10:14.966>10,000 <00:10:15.073>or <00:10:15.181>100,000 <00:10:15.289>line <00:10:15.396>diff <00:10:15.504>is <00:10:15.612>just <00:10:15.720>not

00:10:17.990 --> 00:10:18.000 align:start position:0%
<00:10:17.990>10,000 <00:10:17.991>or <00:10:17.992>100,000 <00:10:17.993>line <00:10:17.995>diff <00:10:17.996>is <00:10:17.997>just <00:10:17.999>not

00:10:18.000 --> 00:10:20.150 align:start position:0%
<00:10:18.000>10,000 <00:10:18.107>or <00:10:18.215>100,000 <00:10:18.323>line <00:10:18.430>diff <00:10:18.538>is <00:10:18.646>just <00:10:18.753>not <00:10:18.861>reviewable <00:10:18.969>at <00:10:19.076>that <00:10:19.184>point. <00:10:19.292>So <00:10:19.400>my

00:10:20.150 --> 00:10:20.160 align:start position:0%
<00:10:20.150>reviewable <00:10:20.151>at <00:10:20.153>that <00:10:20.155>point. <00:10:20.157>So <00:10:20.159>my

00:10:20.160 --> 00:10:22.550 align:start position:0%
<00:10:20.160>reviewable <00:10:20.300>at <00:10:20.439>that <00:10:20.579>point. <00:10:20.719>So <00:10:20.860>my <00:10:21.000>recommendation <00:10:21.140>is <00:10:21.280>doing <00:10:21.420>using <00:10:21.560>an

00:10:22.550 --> 00:10:22.560 align:start position:0%
<00:10:22.550>recommendation <00:10:22.552>is <00:10:22.554>doing <00:10:22.556>using <00:10:22.559>an

00:10:22.560 --> 00:10:25.030 align:start position:0%
<00:10:22.560>recommendation <00:10:22.699>is <00:10:22.839>doing <00:10:22.979>using <00:10:23.119>an <00:10:23.260>iterative <00:10:23.400>migration <00:10:23.540>plan <00:10:23.680>and <00:10:23.819>also <00:10:23.959>learn

00:10:25.030 --> 00:10:25.040 align:start position:0%
<00:10:25.030>iterative <00:10:25.031>migration <00:10:25.033>plan <00:10:25.035>and <00:10:25.037>also <00:10:25.039>learn

00:10:25.040 --> 00:10:26.870 align:start position:0%
<00:10:25.040>iterative <00:10:25.180>migration <00:10:25.319>plan <00:10:25.459>and <00:10:25.599>also <00:10:25.740>learn <00:10:25.880>the <00:10:26.020>differences <00:10:26.160>in <00:10:26.300>the <00:10:26.439>implementation.

00:10:26.870 --> 00:10:26.880 align:start position:0%
<00:10:26.870>the <00:10:26.872>differences <00:10:26.874>in <00:10:26.876>the <00:10:26.879>implementation.

00:10:26.880 --> 00:10:29.190 align:start position:0%
<00:10:26.880>the <00:10:27.007>differences <00:10:27.134>in <00:10:27.261>the <00:10:27.389>implementation. <00:10:27.516>So <00:10:27.643>for <00:10:27.770>example, <00:10:27.898>ask <00:10:28.025>what <00:10:28.152>are <00:10:28.280>typical

00:10:29.190 --> 00:10:29.200 align:start position:0%
<00:10:29.190>So <00:10:29.191>for <00:10:29.193>example, <00:10:29.194>ask <00:10:29.196>what <00:10:29.197>are <00:10:29.199>typical

00:10:29.200 --> 00:10:31.590 align:start position:0%
<00:10:29.200>So <00:10:29.307>for <00:10:29.415>example, <00:10:29.523>ask <00:10:29.630>what <00:10:29.738>are <00:10:29.846>typical <00:10:29.953>Java <00:10:30.061>8 <00:10:30.169>patterns? <00:10:30.276>how <00:10:30.384>does <00:10:30.492>it <00:10:30.600>translate

00:10:31.590 --> 00:10:31.600 align:start position:0%
<00:10:31.590>Java <00:10:31.591>8 <00:10:31.593>patterns? <00:10:31.594>how <00:10:31.596>does <00:10:31.597>it <00:10:31.599>translate

00:10:31.600 --> 00:10:35.030 align:start position:0%
<00:10:31.600>Java <00:10:31.693>8 <00:10:31.786>patterns? <00:10:31.880>how <00:10:31.973>does <00:10:32.066>it <00:10:32.160>translate <00:10:32.253>into <00:10:32.346>Java <00:10:32.440>21 <00:10:32.533>and <00:10:32.626>then <00:10:32.720>apply <00:10:32.813>that <00:10:32.906>um <00:10:33.000>one

00:10:35.030 --> 00:10:35.040 align:start position:0%
<00:10:35.030>into <00:10:35.031>Java <00:10:35.032>21 <00:10:35.033>and <00:10:35.034>then <00:10:35.035>apply <00:10:35.036>that <00:10:35.037>um <00:10:35.039>one

00:10:35.040 --> 00:10:36.790 align:start position:0%
<00:10:35.040>into <00:10:35.180>Java <00:10:35.319>21 <00:10:35.459>and <00:10:35.599>then <00:10:35.740>apply <00:10:35.880>that <00:10:36.020>um <00:10:36.160>one <00:10:36.300>by <00:10:36.439>one.

00:10:36.790 --> 00:10:36.800 align:start position:0%
<00:10:36.790>by <00:10:36.799>one.

00:10:36.800 --> 00:10:38.710 align:start position:0%
<00:10:36.800>by <00:10:37.000>one. <00:10:37.199>The <00:10:37.400>other <00:10:37.599>thing <00:10:37.800>which <00:10:38.000>agents <00:10:38.199>proposed

00:10:38.710 --> 00:10:38.720 align:start position:0%
<00:10:38.710>The <00:10:38.711>other <00:10:38.713>thing <00:10:38.715>which <00:10:38.717>agents <00:10:38.719>proposed

00:10:38.720 --> 00:10:40.949 align:start position:0%
<00:10:38.720>The <00:10:38.836>other <00:10:38.953>thing <00:10:39.070>which <00:10:39.186>agents <00:10:39.303>proposed <00:10:39.420>while <00:10:39.536>I <00:10:39.653>was <00:10:39.770>developing <00:10:39.886>that <00:10:40.003>use <00:10:40.120>case,

00:10:40.949 --> 00:10:40.959 align:start position:0%
<00:10:40.949>while <00:10:40.950>I <00:10:40.952>was <00:10:40.953>developing <00:10:40.955>that <00:10:40.956>use <00:10:40.958>case,

00:10:40.959 --> 00:10:42.470 align:start position:0%
<00:10:40.959>while <00:10:41.063>I <00:10:41.168>was <00:10:41.272>developing <00:10:41.377>that <00:10:41.482>use <00:10:41.586>case, <00:10:41.691>they <00:10:41.795>said, <00:10:41.900>well, <00:10:42.005>you <00:10:42.109>could <00:10:42.214>just <00:10:42.318>move

00:10:42.470 --> 00:10:42.480 align:start position:0%
<00:10:42.470>they <00:10:42.471>said, <00:10:42.473>well, <00:10:42.474>you <00:10:42.476>could <00:10:42.477>just <00:10:42.479>move

00:10:42.480 --> 00:10:45.190 align:start position:0%
<00:10:42.480>they <00:10:42.620>said, <00:10:42.760>well, <00:10:42.900>you <00:10:43.040>could <00:10:43.180>just <00:10:43.320>move <00:10:43.460>that <00:10:43.600>monolith <00:10:43.740>into <00:10:43.880>Kubernetes

00:10:45.190 --> 00:10:45.200 align:start position:0%
<00:10:45.190>that <00:10:45.193>monolith <00:10:45.196>into <00:10:45.199>Kubernetes

00:10:45.200 --> 00:10:47.350 align:start position:0%
<00:10:45.200>that <00:10:45.327>monolith <00:10:45.454>into <00:10:45.581>Kubernetes <00:10:45.709>um <00:10:45.836>and <00:10:45.963>just <00:10:46.090>deploy <00:10:46.218>it <00:10:46.345>there. <00:10:46.472>It <00:10:46.600>should

00:10:47.350 --> 00:10:47.360 align:start position:0%
<00:10:47.350>um <00:10:47.351>and <00:10:47.352>just <00:10:47.353>deploy <00:10:47.355>it <00:10:47.356>there. <00:10:47.357>It <00:10:47.359>should

00:10:47.360 --> 00:10:50.389 align:start position:0%
<00:10:47.360>um <00:10:47.453>and <00:10:47.546>just <00:10:47.640>deploy <00:10:47.733>it <00:10:47.826>there. <00:10:47.920>It <00:10:48.013>should <00:10:48.106>work <00:10:48.200>fine. <00:10:48.293>And <00:10:48.386>I <00:10:48.480>was <00:10:48.573>like, <00:10:48.666>yeah, <00:10:48.760>that's

00:10:50.389 --> 00:10:50.399 align:start position:0%
<00:10:50.389>work <00:10:50.390>fine. <00:10:50.391>And <00:10:50.392>I <00:10:50.394>was <00:10:50.395>like, <00:10:50.396>yeah, <00:10:50.398>that's

00:10:50.399 --> 00:10:53.030 align:start position:0%
<00:10:50.399>work <00:10:50.486>fine. <00:10:50.574>And <00:10:50.661>I <00:10:50.749>was <00:10:50.836>like, <00:10:50.924>yeah, <00:10:51.011>that's <00:10:51.099>that's <00:10:51.186>a <00:10:51.274>good <00:10:51.361>idea, <00:10:51.449>but <00:10:51.536>I <00:10:51.624>do <00:10:51.711>know <00:10:51.799>that

00:10:53.030 --> 00:10:53.040 align:start position:0%
<00:10:53.030>that's <00:10:53.031>a <00:10:53.032>good <00:10:53.033>idea, <00:10:53.034>but <00:10:53.035>I <00:10:53.036>do <00:10:53.037>know <00:10:53.039>that

00:10:53.040 --> 00:10:55.269 align:start position:0%
<00:10:53.040>that's <00:10:53.140>a <00:10:53.240>good <00:10:53.339>idea, <00:10:53.439>but <00:10:53.540>I <00:10:53.640>do <00:10:53.740>know <00:10:53.839>that <00:10:53.939>this <00:10:54.040>specific <00:10:54.140>collector <00:10:54.240>uses <00:10:54.339>a <00:10:54.439>local

00:10:55.269 --> 00:10:55.279 align:start position:0%
<00:10:55.269>this <00:10:55.270>specific <00:10:55.272>collector <00:10:55.274>uses <00:10:55.276>a <00:10:55.278>local

00:10:55.279 --> 00:10:58.310 align:start position:0%
<00:10:55.279>this <00:10:55.386>specific <00:10:55.494>collector <00:10:55.602>uses <00:10:55.709>a <00:10:55.817>local <00:10:55.925>cache <00:10:56.032>file <00:10:56.140>um <00:10:56.248>which <00:10:56.355>might <00:10:56.463>get <00:10:56.571>deleted <00:10:56.679>if

00:10:58.310 --> 00:10:58.320 align:start position:0%
<00:10:58.310>cache <00:10:58.311>file <00:10:58.312>um <00:10:58.313>which <00:10:58.315>might <00:10:58.316>get <00:10:58.317>deleted <00:10:58.319>if

00:10:58.320 --> 00:11:00.310 align:start position:0%
<00:10:58.320>cache <00:10:58.413>file <00:10:58.506>um <00:10:58.600>which <00:10:58.693>might <00:10:58.786>get <00:10:58.880>deleted <00:10:58.973>if <00:10:59.066>you <00:10:59.160>just <00:10:59.253>restart <00:10:59.346>the <00:10:59.440>port <00:10:59.533>and <00:10:59.626>there <00:10:59.720>is

00:11:00.310 --> 00:11:00.320 align:start position:0%
<00:11:00.310>you <00:11:00.311>just <00:11:00.312>restart <00:11:00.313>the <00:11:00.315>port <00:11:00.316>and <00:11:00.317>there <00:11:00.319>is

00:11:00.320 --> 00:11:03.829 align:start position:0%
<00:11:00.320>you <00:11:00.420>just <00:11:00.520>restart <00:11:00.620>the <00:11:00.720>port <00:11:00.820>and <00:11:00.920>there <00:11:01.020>is <00:11:01.120>no <00:11:01.220>um <00:11:01.320>volume <00:11:01.420>attached <00:11:01.520>to <00:11:01.620>that <00:11:01.720>container.

00:11:03.829 --> 00:11:03.839 align:start position:0%
<00:11:03.829>no <00:11:03.830>um <00:11:03.832>volume <00:11:03.833>attached <00:11:03.835>to <00:11:03.836>that <00:11:03.838>container.

00:11:03.839 --> 00:11:06.870 align:start position:0%
<00:11:03.839>no <00:11:03.932>um <00:11:04.025>volume <00:11:04.119>attached <00:11:04.212>to <00:11:04.305>that <00:11:04.399>container. <00:11:04.492>Um <00:11:04.585>so <00:11:04.679>yeah, <00:11:04.772>I <00:11:04.865>was <00:11:04.959>like <00:11:05.052>this <00:11:05.145>is <00:11:05.239>something

00:11:06.870 --> 00:11:06.880 align:start position:0%
<00:11:06.870>Um <00:11:06.871>so <00:11:06.872>yeah, <00:11:06.873>I <00:11:06.874>was <00:11:06.875>like <00:11:06.876>this <00:11:06.877>is <00:11:06.879>something

00:11:06.880 --> 00:11:09.190 align:start position:0%
<00:11:06.880>Um <00:11:06.967>so <00:11:07.055>yeah, <00:11:07.142>I <00:11:07.230>was <00:11:07.317>like <00:11:07.405>this <00:11:07.492>is <00:11:07.580>something <00:11:07.667>which <00:11:07.755>I <00:11:07.842>as <00:11:07.930>a <00:11:08.017>developer <00:11:08.105>still <00:11:08.192>need <00:11:08.280>to

00:11:09.190 --> 00:11:09.200 align:start position:0%
<00:11:09.190>which <00:11:09.191>I <00:11:09.192>as <00:11:09.193>a <00:11:09.195>developer <00:11:09.196>still <00:11:09.197>need <00:11:09.199>to

00:11:09.200 --> 00:11:11.269 align:start position:0%
<00:11:09.200>which <00:11:09.307>I <00:11:09.415>as <00:11:09.523>a <00:11:09.630>developer <00:11:09.738>still <00:11:09.846>need <00:11:09.953>to <00:11:10.061>decide <00:11:10.169>whether <00:11:10.276>the <00:11:10.384>proposal <00:11:10.492>of <00:11:10.600>the

00:11:11.269 --> 00:11:11.279 align:start position:0%
<00:11:11.269>decide <00:11:11.270>whether <00:11:11.272>the <00:11:11.274>proposal <00:11:11.276>of <00:11:11.278>the

00:11:11.279 --> 00:11:14.230 align:start position:0%
<00:11:11.279>decide <00:11:11.395>whether <00:11:11.512>the <00:11:11.629>proposal <00:11:11.745>of <00:11:11.862>the <00:11:11.979>agents <00:11:12.095>is <00:11:12.212>actually <00:11:12.329>working <00:11:12.445>in <00:11:12.562>that <00:11:12.679>way.

00:11:14.230 --> 00:11:14.240 align:start position:0%
<00:11:14.230>agents <00:11:14.231>is <00:11:14.233>actually <00:11:14.234>working <00:11:14.236>in <00:11:14.237>that <00:11:14.239>way.

00:11:14.240 --> 00:11:17.670 align:start position:0%
<00:11:14.240>agents <00:11:14.356>is <00:11:14.473>actually <00:11:14.590>working <00:11:14.706>in <00:11:14.823>that <00:11:14.940>way. <00:11:15.056>Um, <00:11:15.173>so <00:11:15.290>what <00:11:15.406>I <00:11:15.523>did <00:11:15.640>then

00:11:17.670 --> 00:11:17.680 align:start position:0%
<00:11:17.670>Um, <00:11:17.671>so <00:11:17.673>what <00:11:17.675>I <00:11:17.677>did <00:11:17.679>then

00:11:17.680 --> 00:11:19.990 align:start position:0%
<00:11:17.680>Um, <00:11:17.796>so <00:11:17.913>what <00:11:18.030>I <00:11:18.146>did <00:11:18.263>then <00:11:18.380>was <00:11:18.496>to <00:11:18.613>recreate <00:11:18.729>the <00:11:18.846>use <00:11:18.963>case, <00:11:19.079>actually

00:11:19.990 --> 00:11:20.000 align:start position:0%
<00:11:19.990>was <00:11:19.991>to <00:11:19.993>recreate <00:11:19.994>the <00:11:19.996>use <00:11:19.997>case, <00:11:19.999>actually

00:11:20.000 --> 00:11:22.470 align:start position:0%
<00:11:20.000>was <00:11:20.107>to <00:11:20.215>recreate <00:11:20.323>the <00:11:20.430>use <00:11:20.538>case, <00:11:20.646>actually <00:11:20.753>deploy <00:11:20.861>it <00:11:20.969>in <00:11:21.076>Kubernetes <00:11:21.184>and <00:11:21.292>then <00:11:21.400>prove

00:11:22.470 --> 00:11:22.480 align:start position:0%
<00:11:22.470>deploy <00:11:22.471>it <00:11:22.473>in <00:11:22.474>Kubernetes <00:11:22.476>and <00:11:22.477>then <00:11:22.479>prove

00:11:22.480 --> 00:11:25.509 align:start position:0%
<00:11:22.480>deploy <00:11:22.587>it <00:11:22.695>in <00:11:22.803>Kubernetes <00:11:22.910>and <00:11:23.018>then <00:11:23.126>prove <00:11:23.233>that <00:11:23.341>it's <00:11:23.449>actually <00:11:23.556>failing. <00:11:23.664>And <00:11:23.772>this <00:11:23.880>is

00:11:25.509 --> 00:11:25.519 align:start position:0%
<00:11:25.509>that <00:11:25.510>it's <00:11:25.512>actually <00:11:25.513>failing. <00:11:25.515>And <00:11:25.516>this <00:11:25.518>is

00:11:25.519 --> 00:11:27.670 align:start position:0%
<00:11:25.519>that <00:11:25.612>it's <00:11:25.705>actually <00:11:25.799>failing. <00:11:25.892>And <00:11:25.985>this <00:11:26.079>is <00:11:26.172>something <00:11:26.265>I <00:11:26.359>want <00:11:26.452>to <00:11:26.545>do <00:11:26.639>as <00:11:26.732>a <00:11:26.825>next <00:11:26.919>use

00:11:27.670 --> 00:11:27.680 align:start position:0%
<00:11:27.670>something <00:11:27.671>I <00:11:27.672>want <00:11:27.673>to <00:11:27.674>do <00:11:27.675>as <00:11:27.676>a <00:11:27.677>next <00:11:27.679>use

00:11:27.680 --> 00:11:31.670 align:start position:0%
<00:11:27.680>something <00:11:27.762>I <00:11:27.844>want <00:11:27.927>to <00:11:28.009>do <00:11:28.091>as <00:11:28.174>a <00:11:28.256>next <00:11:28.338>use <00:11:28.421>case <00:11:28.503>or <00:11:28.585>as <00:11:28.668>a <00:11:28.750>next <00:11:28.832>demo <00:11:28.915>um <00:11:28.997>to <00:11:29.079>actually

00:11:31.670 --> 00:11:31.680 align:start position:0%
<00:11:31.670>case <00:11:31.671>or <00:11:31.672>as <00:11:31.673>a <00:11:31.674>next <00:11:31.675>demo <00:11:31.676>um <00:11:31.677>to <00:11:31.679>actually

00:11:31.680 --> 00:11:35.190 align:start position:0%
<00:11:31.680>case <00:11:31.767>or <00:11:31.854>as <00:11:31.942>a <00:11:32.030>next <00:11:32.117>demo <00:11:32.204>um <00:11:32.292>to <00:11:32.380>actually <00:11:32.467>prove <00:11:32.555>it's <00:11:32.642>not <00:11:32.729>working <00:11:32.817>and <00:11:32.905>then <00:11:32.992>ask <00:11:33.079>the

00:11:35.190 --> 00:11:35.200 align:start position:0%
<00:11:35.190>prove <00:11:35.191>it's <00:11:35.192>not <00:11:35.193>working <00:11:35.195>and <00:11:35.196>then <00:11:35.197>ask <00:11:35.199>the

00:11:35.200 --> 00:11:38.310 align:start position:0%
<00:11:35.200>prove <00:11:35.287>it's <00:11:35.375>not <00:11:35.462>working <00:11:35.550>and <00:11:35.637>then <00:11:35.725>ask <00:11:35.812>the <00:11:35.900>agent <00:11:35.987>how <00:11:36.075>to <00:11:36.162>fix <00:11:36.250>it <00:11:36.337>or <00:11:36.425>make <00:11:36.512>a <00:11:36.600>proposal

00:11:38.310 --> 00:11:38.320 align:start position:0%
<00:11:38.310>agent <00:11:38.311>how <00:11:38.312>to <00:11:38.313>fix <00:11:38.314>it <00:11:38.315>or <00:11:38.316>make <00:11:38.317>a <00:11:38.319>proposal

00:11:38.320 --> 00:11:42.310 align:start position:0%
<00:11:38.320>agent <00:11:38.413>how <00:11:38.506>to <00:11:38.600>fix <00:11:38.693>it <00:11:38.786>or <00:11:38.880>make <00:11:38.973>a <00:11:39.066>proposal <00:11:39.160>how <00:11:39.253>to <00:11:39.346>fix <00:11:39.440>it. <00:11:39.533>So <00:11:39.626>let's <00:11:39.720>go.

00:11:42.310 --> 00:11:42.320 align:start position:0%
<00:11:42.310>how <00:11:42.311>to <00:11:42.313>fix <00:11:42.314>it. <00:11:42.316>So <00:11:42.317>let's <00:11:42.319>go.

00:11:42.320 --> 00:11:45.190 align:start position:0%
<00:11:42.320>how <00:11:42.447>to <00:11:42.574>fix <00:11:42.701>it. <00:11:42.829>So <00:11:42.956>let's <00:11:43.083>go. <00:11:43.210>Where <00:11:43.338>is <00:11:43.465>it? <00:11:43.592>There <00:11:43.720>is

00:11:45.190 --> 00:11:45.200 align:start position:0%
<00:11:45.190>Where <00:11:45.192>is <00:11:45.194>it? <00:11:45.196>There <00:11:45.199>is

00:11:45.200 --> 00:11:48.150 align:start position:0%
<00:11:45.200>Where <00:11:45.307>is <00:11:45.415>it? <00:11:45.523>There <00:11:45.630>is <00:11:45.738>let's <00:11:45.846>go <00:11:45.953>over <00:11:46.061>here. <00:11:46.169>Um <00:11:46.276>and <00:11:46.384>what <00:11:46.492>you <00:11:46.600>can

00:11:48.150 --> 00:11:48.160 align:start position:0%
<00:11:48.150>let's <00:11:48.151>go <00:11:48.152>over <00:11:48.153>here. <00:11:48.154>Um <00:11:48.155>and <00:11:48.156>what <00:11:48.157>you <00:11:48.159>can

00:11:48.160 --> 00:11:52.310 align:start position:0%
<00:11:48.160>let's <00:11:48.242>go <00:11:48.324>over <00:11:48.407>here. <00:11:48.489>Um <00:11:48.571>and <00:11:48.654>what <00:11:48.736>you <00:11:48.818>can <00:11:48.901>see <00:11:48.983>here <00:11:49.065>is <00:11:49.148>we <00:11:49.230>do <00:11:49.312>have <00:11:49.395>the <00:11:49.477>pod <00:11:49.560>running.

00:11:52.310 --> 00:11:52.320 align:start position:0%
<00:11:52.310>see <00:11:52.311>here <00:11:52.312>is <00:11:52.313>we <00:11:52.314>do <00:11:52.315>have <00:11:52.316>the <00:11:52.317>pod <00:11:52.319>running.

00:11:52.320 --> 00:11:57.110 align:start position:0%
<00:11:52.320>see <00:11:52.420>here <00:11:52.520>is <00:11:52.620>we <00:11:52.720>do <00:11:52.820>have <00:11:52.920>the <00:11:53.020>pod <00:11:53.120>running. <00:11:53.220>Um <00:11:53.320>and <00:11:53.420>I <00:11:53.520>prepared <00:11:53.620>a <00:11:53.720>script

00:11:57.110 --> 00:11:57.120 align:start position:0%
<00:11:57.110>Um <00:11:57.111>and <00:11:57.113>I <00:11:57.115>prepared <00:11:57.117>a <00:11:57.119>script

00:11:57.120 --> 00:11:59.430 align:start position:0%
<00:11:57.120>Um <00:11:57.227>and <00:11:57.335>I <00:11:57.443>prepared <00:11:57.550>a <00:11:57.658>script <00:11:57.766>which <00:11:57.873>produces <00:11:57.981>a <00:11:58.089>lot <00:11:58.196>of <00:11:58.304>output. <00:11:58.412>But <00:11:58.520>the

00:11:59.430 --> 00:11:59.440 align:start position:0%
<00:11:59.430>which <00:11:59.431>produces <00:11:59.432>a <00:11:59.433>lot <00:11:59.435>of <00:11:59.436>output. <00:11:59.437>But <00:11:59.439>the

00:11:59.440 --> 00:12:01.829 align:start position:0%
<00:11:59.440>which <00:11:59.533>produces <00:11:59.626>a <00:11:59.720>lot <00:11:59.813>of <00:11:59.906>output. <00:12:00.000>But <00:12:00.093>the <00:12:00.186>idea <00:12:00.280>is <00:12:00.373>we <00:12:00.466>have <00:12:00.560>a <00:12:00.653>collector <00:12:00.746>running <00:12:00.840>it.

00:12:01.829 --> 00:12:01.839 align:start position:0%
<00:12:01.829>idea <00:12:01.830>is <00:12:01.831>we <00:12:01.832>have <00:12:01.834>a <00:12:01.835>collector <00:12:01.836>running <00:12:01.838>it.

00:12:01.839 --> 00:12:04.150 align:start position:0%
<00:12:01.839>idea <00:12:01.926>is <00:12:02.014>we <00:12:02.101>have <00:12:02.189>a <00:12:02.276>collector <00:12:02.364>running <00:12:02.451>it. <00:12:02.539>It <00:12:02.626>writes <00:12:02.714>to <00:12:02.801>the <00:12:02.889>metric <00:12:02.976>storage <00:12:03.064>as <00:12:03.151>a <00:12:03.239>as

00:12:04.150 --> 00:12:04.160 align:start position:0%
<00:12:04.150>It <00:12:04.151>writes <00:12:04.152>to <00:12:04.153>the <00:12:04.154>metric <00:12:04.155>storage <00:12:04.156>as <00:12:04.157>a <00:12:04.159>as

00:12:04.160 --> 00:12:06.870 align:start position:0%
<00:12:04.160>It <00:12:04.242>writes <00:12:04.324>to <00:12:04.407>the <00:12:04.489>metric <00:12:04.571>storage <00:12:04.654>as <00:12:04.736>a <00:12:04.818>as <00:12:04.901>a <00:12:04.983>back <00:12:05.065>end. <00:12:05.148>Um <00:12:05.230>there <00:12:05.312>are <00:12:05.395>two <00:12:05.477>parts <00:12:05.560>being

00:12:06.870 --> 00:12:06.880 align:start position:0%
<00:12:06.870>a <00:12:06.871>back <00:12:06.872>end. <00:12:06.873>Um <00:12:06.874>there <00:12:06.875>are <00:12:06.876>two <00:12:06.877>parts <00:12:06.879>being

00:12:06.880 --> 00:12:09.590 align:start position:0%
<00:12:06.880>a <00:12:06.980>back <00:12:07.080>end. <00:12:07.180>Um <00:12:07.280>there <00:12:07.380>are <00:12:07.480>two <00:12:07.580>parts <00:12:07.680>being <00:12:07.780>started <00:12:07.880>and <00:12:07.980>everything <00:12:08.080>works <00:12:08.180>fine. <00:12:08.280>So

00:12:09.590 --> 00:12:09.600 align:start position:0%
<00:12:09.590>started <00:12:09.591>and <00:12:09.593>everything <00:12:09.595>works <00:12:09.597>fine. <00:12:09.599>So

00:12:09.600 --> 00:12:12.150 align:start position:0%
<00:12:09.600>started <00:12:09.707>and <00:12:09.815>everything <00:12:09.923>works <00:12:10.030>fine. <00:12:10.138>So <00:12:10.246>it's <00:12:10.353>it <00:12:10.461>writes <00:12:10.569>it <00:12:10.676>doesn't <00:12:10.784>have <00:12:10.892>a <00:12:11.000>spool

00:12:12.150 --> 00:12:12.160 align:start position:0%
<00:12:12.150>it's <00:12:12.151>it <00:12:12.152>writes <00:12:12.153>it <00:12:12.155>doesn't <00:12:12.156>have <00:12:12.157>a <00:12:12.159>spool

00:12:12.160 --> 00:12:14.710 align:start position:0%
<00:12:12.160>it's <00:12:12.247>it <00:12:12.334>writes <00:12:12.422>it <00:12:12.510>doesn't <00:12:12.597>have <00:12:12.685>a <00:12:12.772>spool <00:12:12.860>file <00:12:12.947>yet. <00:12:13.035>And <00:12:13.122>the <00:12:13.209>next <00:12:13.297>thing <00:12:13.385>is <00:12:13.472>we <00:12:13.560>want

00:12:14.710 --> 00:12:14.720 align:start position:0%
<00:12:14.710>file <00:12:14.711>yet. <00:12:14.712>And <00:12:14.713>the <00:12:14.714>next <00:12:14.715>thing <00:12:14.716>is <00:12:14.717>we <00:12:14.719>want

00:12:14.720 --> 00:12:16.790 align:start position:0%
<00:12:14.720>file <00:12:14.813>yet. <00:12:14.906>And <00:12:15.000>the <00:12:15.093>next <00:12:15.186>thing <00:12:15.280>is <00:12:15.373>we <00:12:15.466>want <00:12:15.560>to <00:12:15.653>create <00:12:15.746>an <00:12:15.840>outage. <00:12:15.933>Simulate <00:12:16.026>that <00:12:16.120>the

00:12:16.790 --> 00:12:16.800 align:start position:0%
<00:12:16.790>to <00:12:16.791>create <00:12:16.793>an <00:12:16.794>outage. <00:12:16.795>Simulate <00:12:16.797>that <00:12:16.799>the

00:12:16.800 --> 00:12:18.710 align:start position:0%
<00:12:16.800>to <00:12:16.900>create <00:12:17.000>an <00:12:17.099>outage. <00:12:17.199>Simulate <00:12:17.300>that <00:12:17.400>the <00:12:17.500>back <00:12:17.599>end <00:12:17.699>is <00:12:17.800>gone. <00:12:17.900>And <00:12:18.000>now <00:12:18.099>the <00:12:18.199>collector

00:12:18.710 --> 00:12:18.720 align:start position:0%
<00:12:18.710>back <00:12:18.711>end <00:12:18.712>is <00:12:18.713>gone. <00:12:18.715>And <00:12:18.716>now <00:12:18.717>the <00:12:18.719>collector

00:12:18.720 --> 00:12:21.670 align:start position:0%
<00:12:18.720>back <00:12:18.827>end <00:12:18.935>is <00:12:19.043>gone. <00:12:19.150>And <00:12:19.258>now <00:12:19.366>the <00:12:19.473>collector <00:12:19.581>should <00:12:19.689>write <00:12:19.796>to <00:12:19.904>a <00:12:20.012>local <00:12:20.120>file.

00:12:21.670 --> 00:12:21.680 align:start position:0%
<00:12:21.670>should <00:12:21.671>write <00:12:21.673>to <00:12:21.675>a <00:12:21.677>local <00:12:21.679>file.

00:12:21.680 --> 00:12:24.629 align:start position:0%
<00:12:21.680>should <00:12:21.780>write <00:12:21.880>to <00:12:21.979>a <00:12:22.079>local <00:12:22.180>file. <00:12:22.280>Um <00:12:22.380>now <00:12:22.479>it <00:12:22.579>waits <00:12:22.680>for <00:12:22.780>a <00:12:22.880>couple <00:12:22.979>seconds <00:12:23.079>um

00:12:24.629 --> 00:12:24.639 align:start position:0%
<00:12:24.629>Um <00:12:24.630>now <00:12:24.631>it <00:12:24.632>waits <00:12:24.633>for <00:12:24.634>a <00:12:24.635>couple <00:12:24.636>seconds <00:12:24.638>um

00:12:24.639 --> 00:12:27.110 align:start position:0%
<00:12:24.639>Um <00:12:24.726>now <00:12:24.814>it <00:12:24.901>waits <00:12:24.989>for <00:12:25.076>a <00:12:25.164>couple <00:12:25.251>seconds <00:12:25.339>um <00:12:25.426>to <00:12:25.514>figure <00:12:25.601>out <00:12:25.689>that <00:12:25.776>the <00:12:25.864>file <00:12:25.951>is <00:12:26.039>actually

00:12:27.110 --> 00:12:27.120 align:start position:0%
<00:12:27.110>to <00:12:27.111>figure <00:12:27.112>out <00:12:27.113>that <00:12:27.115>the <00:12:27.116>file <00:12:27.117>is <00:12:27.119>actually

00:12:27.120 --> 00:12:30.230 align:start position:0%
<00:12:27.120>to <00:12:27.275>figure <00:12:27.431>out <00:12:27.586>that <00:12:27.742>the <00:12:27.897>file <00:12:28.053>is <00:12:28.208>actually <00:12:28.364>being <00:12:28.520>written.

00:12:30.230 --> 00:12:30.240 align:start position:0%
<00:12:30.230>being <00:12:30.239>written.

00:12:30.240 --> 00:12:34.550 align:start position:0%
<00:12:30.240>being <00:12:30.520>written. <00:12:30.800>And <00:12:31.080>we <00:12:31.360>can <00:12:31.640>see

00:12:34.560 --> 00:12:37.350 align:start position:0%
<00:12:34.560>it's <00:12:35.026>it <00:12:35.493>has <00:12:35.959>now

00:12:37.350 --> 00:12:37.360 align:start position:0%
<00:12:37.350>it's <00:12:37.353>it <00:12:37.356>has <00:12:37.359>now

00:12:37.360 --> 00:12:39.269 align:start position:0%
<00:12:37.360>it's <00:12:37.710>it <00:12:38.060>has <00:12:38.410>now <00:12:38.760>uh

00:12:39.269 --> 00:12:39.279 align:start position:0%
uh

00:12:39.279 --> 00:12:41.509 align:start position:0%
<00:12:39.279>uh <00:12:39.454>it <00:12:39.629>has <00:12:39.804>written <00:12:39.979>the <00:12:40.154>file <00:12:40.329>over <00:12:40.504>there <00:12:40.679>and

00:12:41.509 --> 00:12:41.519 align:start position:0%
<00:12:41.509>it <00:12:41.510>has <00:12:41.511>written <00:12:41.512>the <00:12:41.514>file <00:12:41.515>over <00:12:41.516>there <00:12:41.518>and

00:12:41.519 --> 00:12:43.190 align:start position:0%
<00:12:41.519>it <00:12:41.619>has <00:12:41.719>written <00:12:41.819>the <00:12:41.919>file <00:12:42.019>over <00:12:42.119>there <00:12:42.219>and <00:12:42.319>the <00:12:42.419>next <00:12:42.519>state <00:12:42.619>is <00:12:42.719>to <00:12:42.819>restart <00:12:42.919>the

00:12:43.190 --> 00:12:43.200 align:start position:0%
<00:12:43.190>the <00:12:43.191>next <00:12:43.193>state <00:12:43.194>is <00:12:43.196>to <00:12:43.197>restart <00:12:43.199>the

00:12:43.200 --> 00:12:45.990 align:start position:0%
<00:12:43.200>the <00:12:43.307>next <00:12:43.415>state <00:12:43.523>is <00:12:43.630>to <00:12:43.738>restart <00:12:43.846>the <00:12:43.953>collector <00:12:44.061>and <00:12:44.169>hope <00:12:44.276>that <00:12:44.384>the <00:12:44.492>cache <00:12:44.600>files

00:12:45.990 --> 00:12:46.000 align:start position:0%
<00:12:45.990>collector <00:12:45.991>and <00:12:45.993>hope <00:12:45.994>that <00:12:45.996>the <00:12:45.997>cache <00:12:45.999>files

00:12:46.000 --> 00:12:49.269 align:start position:0%
<00:12:46.000>collector <00:12:46.100>and <00:12:46.200>hope <00:12:46.300>that <00:12:46.400>the <00:12:46.500>cache <00:12:46.600>files <00:12:46.700>um <00:12:46.800>survive <00:12:46.900>the <00:12:47.000>restart. <00:12:47.100>Um <00:12:47.200>which <00:12:47.300>is <00:12:47.400>the

00:12:49.269 --> 00:12:49.279 align:start position:0%
<00:12:49.269>um <00:12:49.270>survive <00:12:49.271>the <00:12:49.272>restart. <00:12:49.274>Um <00:12:49.275>which <00:12:49.276>is <00:12:49.278>the

00:12:49.279 --> 00:12:51.190 align:start position:0%
<00:12:49.279>um <00:12:49.386>survive <00:12:49.494>the <00:12:49.602>restart. <00:12:49.709>Um <00:12:49.817>which <00:12:49.925>is <00:12:50.032>the <00:12:50.140>spoiler <00:12:50.248>they <00:12:50.355>are <00:12:50.463>not <00:12:50.571>surviving <00:12:50.679>the

00:12:51.190 --> 00:12:51.200 align:start position:0%
<00:12:51.190>spoiler <00:12:51.191>they <00:12:51.193>are <00:12:51.195>not <00:12:51.197>surviving <00:12:51.199>the

00:12:51.200 --> 00:12:53.190 align:start position:0%
<00:12:51.200>spoiler <00:12:51.340>they <00:12:51.480>are <00:12:51.620>not <00:12:51.760>surviving <00:12:51.900>the <00:12:52.040>restart. <00:12:52.180>So <00:12:52.320>we're <00:12:52.460>actually <00:12:52.600>losing

00:12:53.190 --> 00:12:53.200 align:start position:0%
<00:12:53.190>restart. <00:12:53.192>So <00:12:53.194>we're <00:12:53.196>actually <00:12:53.199>losing

00:12:53.200 --> 00:12:55.990 align:start position:0%
<00:12:53.200>restart. <00:12:53.340>So <00:12:53.480>we're <00:12:53.620>actually <00:12:53.760>losing <00:12:53.900>collected <00:12:54.040>metrics <00:12:54.180>in <00:12:54.320>that <00:12:54.460>scenario <00:12:54.600>like

00:12:55.990 --> 00:12:56.000 align:start position:0%
<00:12:55.990>collected <00:12:55.991>metrics <00:12:55.993>in <00:12:55.995>that <00:12:55.997>scenario <00:12:55.999>like

00:12:56.000 --> 00:12:57.670 align:start position:0%
<00:12:56.000>collected <00:12:56.233>metrics <00:12:56.466>in <00:12:56.700>that <00:12:56.933>scenario <00:12:57.166>like <00:12:57.400>moving

00:12:57.670 --> 00:12:57.680 align:start position:0%
moving

00:12:57.680 --> 00:12:59.910 align:start position:0%
<00:12:57.680>moving <00:12:57.913>um <00:12:58.146>moving <00:12:58.380>the <00:12:58.613>collector <00:12:58.846>into <00:12:59.079>a

00:12:59.910 --> 00:12:59.920 align:start position:0%
<00:12:59.910>um <00:12:59.911>moving <00:12:59.913>the <00:12:59.915>collector <00:12:59.917>into <00:12:59.919>a

00:12:59.920 --> 00:13:02.550 align:start position:0%
<00:12:59.920>um <00:13:00.120>moving <00:13:00.319>the <00:13:00.520>collector <00:13:00.719>into <00:13:00.920>a <00:13:01.120>cubernetes <00:13:01.319>pot.

00:13:02.550 --> 00:13:02.560 align:start position:0%
<00:13:02.550>cubernetes <00:13:02.559>pot.

00:13:02.560 --> 00:13:04.870 align:start position:0%
<00:13:02.560>cubernetes <00:13:02.699>pot. <00:13:02.839>Now <00:13:02.979>um <00:13:03.119>what <00:13:03.260>I <00:13:03.400>thought <00:13:03.540>for <00:13:03.680>how <00:13:03.819>could <00:13:03.959>I

00:13:04.870 --> 00:13:04.880 align:start position:0%
<00:13:04.870>Now <00:13:04.871>um <00:13:04.872>what <00:13:04.873>I <00:13:04.874>thought <00:13:04.875>for <00:13:04.876>how <00:13:04.877>could <00:13:04.879>I

00:13:04.880 --> 00:13:06.949 align:start position:0%
<00:13:04.880>Now <00:13:04.967>um <00:13:05.055>what <00:13:05.142>I <00:13:05.230>thought <00:13:05.317>for <00:13:05.405>how <00:13:05.492>could <00:13:05.580>I <00:13:05.667>fix <00:13:05.755>that <00:13:05.842>or <00:13:05.930>how <00:13:06.017>could <00:13:06.105>I <00:13:06.192>approach <00:13:06.280>that?

00:13:06.949 --> 00:13:06.959 align:start position:0%
<00:13:06.949>fix <00:13:06.950>that <00:13:06.951>or <00:13:06.952>how <00:13:06.954>could <00:13:06.955>I <00:13:06.956>approach <00:13:06.958>that?

00:13:06.959 --> 00:13:10.150 align:start position:0%
<00:13:06.959>fix <00:13:07.133>that <00:13:07.309>or <00:13:07.483>how <00:13:07.659>could <00:13:07.834>I <00:13:08.008>approach <00:13:08.184>that? <00:13:08.358>Um

00:13:10.160 --> 00:13:13.750 align:start position:0%
<00:13:10.160>therefore <00:13:10.393>um <00:13:10.626>now <00:13:10.860>that <00:13:11.093>I <00:13:11.326>know <00:13:11.560>nothing

00:13:13.750 --> 00:13:13.760 align:start position:0%
<00:13:13.750>therefore <00:13:13.751>um <00:13:13.753>now <00:13:13.754>that <00:13:13.756>I <00:13:13.757>know <00:13:13.759>nothing

00:13:13.760 --> 00:13:16.870 align:start position:0%
<00:13:13.760>therefore <00:13:13.915>um <00:13:14.071>now <00:13:14.226>that <00:13:14.382>I <00:13:14.537>know <00:13:14.693>nothing <00:13:14.848>works, <00:13:15.004>let's <00:13:15.160>go

00:13:16.870 --> 00:13:16.880 align:start position:0%
<00:13:16.870>works, <00:13:16.874>let's <00:13:16.879>go

00:13:16.880 --> 00:13:22.310 align:start position:0%
<00:13:16.880>works, <00:13:17.346>let's <00:13:17.813>go <00:13:18.280>into

00:13:22.320 --> 00:13:35.910 align:start position:0%
<00:13:22.320>the <00:13:22.786>Java <00:13:23.253>use <00:13:23.720>case

00:13:35.920 --> 00:13:39.030 align:start position:0%
<00:13:35.920>and <00:13:36.094>yeah <00:13:36.270>I <00:13:36.444>forgot <00:13:36.620>I <00:13:36.795>want <00:13:36.969>to <00:13:37.145>use <00:13:37.319>codeex

00:13:39.030 --> 00:13:39.040 align:start position:0%
<00:13:39.030>and <00:13:39.031>yeah <00:13:39.032>I <00:13:39.033>forgot <00:13:39.034>I <00:13:39.035>want <00:13:39.036>to <00:13:39.037>use <00:13:39.039>codeex

00:13:39.040 --> 00:13:42.389 align:start position:0%
<00:13:39.040>and <00:13:39.167>yeah <00:13:39.294>I <00:13:39.421>forgot <00:13:39.549>I <00:13:39.676>want <00:13:39.803>to <00:13:39.930>use <00:13:40.058>codeex <00:13:40.185>in <00:13:40.312>this <00:13:40.439>example

00:13:42.389 --> 00:13:42.399 align:start position:0%
<00:13:42.389>in <00:13:42.393>this <00:13:42.398>example

00:13:42.399 --> 00:13:45.990 align:start position:0%
<00:13:42.399>in <00:13:42.526>this <00:13:42.653>example <00:13:42.780>and <00:13:42.908>the <00:13:43.035>idea <00:13:43.162>is <00:13:43.289>now <00:13:43.417>um <00:13:43.544>let <00:13:43.671>it <00:13:43.799>analyze

00:13:45.990 --> 00:13:46.000 align:start position:0%
<00:13:45.990>and <00:13:45.991>the <00:13:45.992>idea <00:13:45.993>is <00:13:45.994>now <00:13:45.995>um <00:13:45.996>let <00:13:45.997>it <00:13:45.999>analyze

00:13:46.000 --> 00:13:48.550 align:start position:0%
<00:13:46.000>and <00:13:46.093>the <00:13:46.186>idea <00:13:46.280>is <00:13:46.373>now <00:13:46.466>um <00:13:46.560>let <00:13:46.653>it <00:13:46.746>analyze <00:13:46.840>the <00:13:46.933>problem <00:13:47.026>share <00:13:47.120>the <00:13:47.213>proof <00:13:47.306>that <00:13:47.400>it

00:13:48.550 --> 00:13:48.560 align:start position:0%
<00:13:48.550>the <00:13:48.551>problem <00:13:48.553>share <00:13:48.554>the <00:13:48.555>proof <00:13:48.557>that <00:13:48.559>it

00:13:48.560 --> 00:13:51.269 align:start position:0%
<00:13:48.560>the <00:13:48.667>problem <00:13:48.775>share <00:13:48.883>the <00:13:48.990>proof <00:13:49.098>that <00:13:49.206>it <00:13:49.313>doesn't <00:13:49.421>work <00:13:49.529>right <00:13:49.636>or <00:13:49.744>that <00:13:49.852>the <00:13:49.959>state

00:13:51.269 --> 00:13:51.279 align:start position:0%
<00:13:51.269>doesn't <00:13:51.270>work <00:13:51.272>right <00:13:51.273>or <00:13:51.275>that <00:13:51.276>the <00:13:51.278>state

00:13:51.279 --> 00:13:54.069 align:start position:0%
<00:13:51.279>doesn't <00:13:51.386>work <00:13:51.494>right <00:13:51.602>or <00:13:51.709>that <00:13:51.817>the <00:13:51.925>state <00:13:52.032>file <00:13:52.140>was <00:13:52.248>deleted <00:13:52.355>and <00:13:52.463>it <00:13:52.571>doesn't <00:13:52.679>survive

00:13:54.069 --> 00:13:54.079 align:start position:0%
<00:13:54.069>file <00:13:54.070>was <00:13:54.072>deleted <00:13:54.073>and <00:13:54.074>it <00:13:54.076>doesn't <00:13:54.078>survive

00:13:54.079 --> 00:13:57.350 align:start position:0%
<00:13:54.079>file <00:13:54.186>was <00:13:54.294>deleted <00:13:54.402>and <00:13:54.509>it <00:13:54.617>doesn't <00:13:54.725>survive <00:13:54.832>a <00:13:54.940>Kubernetes <00:13:55.048>restart <00:13:55.155>um <00:13:55.263>and <00:13:55.371>also <00:13:55.478>a

00:13:57.350 --> 00:13:57.360 align:start position:0%
<00:13:57.350>a <00:13:57.351>Kubernetes <00:13:57.353>restart <00:13:57.354>um <00:13:57.356>and <00:13:57.357>also <00:13:57.359>a

00:13:57.360 --> 00:13:59.269 align:start position:0%
<00:13:57.360>a <00:13:57.476>Kubernetes <00:13:57.593>restart <00:13:57.710>um <00:13:57.826>and <00:13:57.943>also <00:13:58.060>a <00:13:58.176>persistent <00:13:58.293>volume <00:13:58.410>claim <00:13:58.526>in <00:13:58.643>Kubernetes <00:13:58.760>is

00:13:59.269 --> 00:13:59.279 align:start position:0%
<00:13:59.269>persistent <00:13:59.270>volume <00:13:59.272>claim <00:13:59.274>in <00:13:59.276>Kubernetes <00:13:59.278>is

00:13:59.279 --> 00:14:01.030 align:start position:0%
<00:13:59.279>persistent <00:13:59.386>volume <00:13:59.494>claim <00:13:59.602>in <00:13:59.709>Kubernetes <00:13:59.817>is <00:13:59.925>not <00:14:00.032>allowed. <00:14:00.140>This <00:14:00.248>was <00:14:00.355>one <00:14:00.463>of <00:14:00.571>the <00:14:00.679>options

00:14:01.030 --> 00:14:01.040 align:start position:0%
<00:14:01.030>not <00:14:01.031>allowed. <00:14:01.032>This <00:14:01.033>was <00:14:01.035>one <00:14:01.036>of <00:14:01.037>the <00:14:01.039>options

00:14:01.040 --> 00:14:03.670 align:start position:0%
<00:14:01.040>not <00:14:01.167>allowed. <00:14:01.294>This <00:14:01.421>was <00:14:01.549>one <00:14:01.676>of <00:14:01.803>the <00:14:01.930>options <00:14:02.058>that <00:14:02.185>the <00:14:02.312>agents <00:14:02.439>proposed.

00:14:03.670 --> 00:14:03.680 align:start position:0%
<00:14:03.670>that <00:14:03.673>the <00:14:03.675>agents <00:14:03.679>proposed.

00:14:03.680 --> 00:14:07.189 align:start position:0%
<00:14:03.680>that <00:14:03.819>the <00:14:03.959>agents <00:14:04.099>proposed. <00:14:04.239>Um, <00:14:04.380>and <00:14:04.520>the <00:14:04.660>agent <00:14:04.800>now <00:14:04.939>starts <00:14:05.079>analyzing

00:14:07.189 --> 00:14:07.199 align:start position:0%
<00:14:07.189>Um, <00:14:07.190>and <00:14:07.192>the <00:14:07.193>agent <00:14:07.194>now <00:14:07.196>starts <00:14:07.198>analyzing

00:14:07.199 --> 00:14:10.870 align:start position:0%
<00:14:07.199>Um, <00:14:07.315>and <00:14:07.432>the <00:14:07.549>agent <00:14:07.665>now <00:14:07.782>starts <00:14:07.899>analyzing <00:14:08.015>with <00:14:08.132>additional <00:14:08.248>context. <00:14:08.365>Um, <00:14:08.482>and <00:14:08.598>should

00:14:10.870 --> 00:14:10.880 align:start position:0%
<00:14:10.870>with <00:14:10.871>additional <00:14:10.873>context. <00:14:10.875>Um, <00:14:10.877>and <00:14:10.879>should

00:14:10.880 --> 00:14:14.870 align:start position:0%
<00:14:10.880>with <00:14:10.987>additional <00:14:11.095>context. <00:14:11.203>Um, <00:14:11.310>and <00:14:11.418>should <00:14:11.526>provide <00:14:11.633>us <00:14:11.741>with <00:14:11.849>an <00:14:11.956>output <00:14:12.064>of <00:14:12.172>maybe <00:14:12.280>we

00:14:14.870 --> 00:14:14.880 align:start position:0%
<00:14:14.870>provide <00:14:14.871>us <00:14:14.872>with <00:14:14.873>an <00:14:14.875>output <00:14:14.876>of <00:14:14.877>maybe <00:14:14.879>we

00:14:14.880 --> 00:14:17.509 align:start position:0%
<00:14:14.880>provide <00:14:14.973>us <00:14:15.066>with <00:14:15.160>an <00:14:15.253>output <00:14:15.346>of <00:14:15.439>maybe <00:14:15.533>we <00:14:15.626>can <00:14:15.720>move <00:14:15.813>the <00:14:15.906>state <00:14:16.000>file <00:14:16.093>writing <00:14:16.186>to <00:14:16.280>a

00:14:17.509 --> 00:14:17.519 align:start position:0%
<00:14:17.509>can <00:14:17.510>move <00:14:17.511>the <00:14:17.512>state <00:14:17.514>file <00:14:17.515>writing <00:14:17.516>to <00:14:17.518>a

00:14:17.519 --> 00:14:20.389 align:start position:0%
<00:14:17.519>can <00:14:17.619>move <00:14:17.719>the <00:14:17.819>state <00:14:17.919>file <00:14:18.019>writing <00:14:18.119>to <00:14:18.219>a <00:14:18.319>different <00:14:18.419>process. <00:14:18.519>Use <00:14:18.619>maybe <00:14:18.719>val <00:14:18.819>key <00:14:18.919>or

00:14:20.389 --> 00:14:20.399 align:start position:0%
<00:14:20.389>different <00:14:20.390>process. <00:14:20.392>Use <00:14:20.393>maybe <00:14:20.395>val <00:14:20.396>key <00:14:20.398>or

00:14:20.399 --> 00:14:23.430 align:start position:0%
<00:14:20.399>different <00:14:20.506>process. <00:14:20.614>Use <00:14:20.722>maybe <00:14:20.829>val <00:14:20.937>key <00:14:21.045>or <00:14:21.152>or <00:14:21.260>radius <00:14:21.368>as <00:14:21.475>an <00:14:21.583>external <00:14:21.691>um <00:14:21.799>caching

00:14:23.430 --> 00:14:23.440 align:start position:0%
<00:14:23.430>or <00:14:23.431>radius <00:14:23.433>as <00:14:23.434>an <00:14:23.436>external <00:14:23.437>um <00:14:23.439>caching

00:14:23.440 --> 00:14:28.069 align:start position:0%
<00:14:23.440>or <00:14:23.615>radius <00:14:23.790>as <00:14:23.965>an <00:14:24.140>external <00:14:24.315>um <00:14:24.490>caching <00:14:24.665>mechanism. <00:14:24.840>Um

00:14:28.079 --> 00:14:31.509 align:start position:0%
<00:14:28.079>or <00:14:28.358>do <00:14:28.638>whatever <00:14:28.919>the <00:14:29.199>agent <00:14:29.478>proposes

00:14:31.509 --> 00:14:31.519 align:start position:0%
<00:14:31.509>or <00:14:31.510>do <00:14:31.512>whatever <00:14:31.514>the <00:14:31.516>agent <00:14:31.518>proposes

00:14:31.519 --> 00:14:34.470 align:start position:0%
<00:14:31.519>or <00:14:31.626>do <00:14:31.734>whatever <00:14:31.842>the <00:14:31.949>agent <00:14:32.057>proposes <00:14:32.165>keep <00:14:32.272>only <00:14:32.380>a <00:14:32.488>ferl <00:14:32.595>states <00:14:32.703>make <00:14:32.811>the <00:14:32.919>back

00:14:34.470 --> 00:14:34.480 align:start position:0%
<00:14:34.470>keep <00:14:34.471>only <00:14:34.472>a <00:14:34.473>ferl <00:14:34.475>states <00:14:34.476>make <00:14:34.477>the <00:14:34.479>back

00:14:34.480 --> 00:14:36.949 align:start position:0%
<00:14:34.480>keep <00:14:34.620>only <00:14:34.760>a <00:14:34.900>ferl <00:14:35.040>states <00:14:35.180>make <00:14:35.320>the <00:14:35.460>back <00:14:35.600>back <00:14:35.740>end <00:14:35.880>durable.

00:14:36.949 --> 00:14:36.959 align:start position:0%
<00:14:36.949>back <00:14:36.953>end <00:14:36.958>durable.

00:14:36.959 --> 00:14:38.790 align:start position:0%
<00:14:36.959>back <00:14:37.134>end <00:14:37.309>durable. <00:14:37.484>Ah <00:14:37.659>cluster <00:14:37.834>logging <00:14:38.009>as <00:14:38.184>the <00:14:38.359>buffer

00:14:38.790 --> 00:14:38.800 align:start position:0%
<00:14:38.790>Ah <00:14:38.791>cluster <00:14:38.793>logging <00:14:38.795>as <00:14:38.797>the <00:14:38.799>buffer

00:14:38.800 --> 00:14:42.150 align:start position:0%
<00:14:38.800>Ah <00:14:38.900>cluster <00:14:39.000>logging <00:14:39.099>as <00:14:39.199>the <00:14:39.300>buffer <00:14:39.400>interesting <00:14:39.500>um <00:14:39.599>so <00:14:39.699>yeah <00:14:39.800>in <00:14:39.900>in <00:14:40.000>the <00:14:40.099>end <00:14:40.199>I

00:14:42.150 --> 00:14:42.160 align:start position:0%
<00:14:42.150>interesting <00:14:42.151>um <00:14:42.152>so <00:14:42.153>yeah <00:14:42.154>in <00:14:42.155>in <00:14:42.156>the <00:14:42.157>end <00:14:42.159>I

00:14:42.160 --> 00:14:44.470 align:start position:0%
<00:14:42.160>interesting <00:14:42.253>um <00:14:42.346>so <00:14:42.439>yeah <00:14:42.533>in <00:14:42.626>in <00:14:42.719>the <00:14:42.813>end <00:14:42.906>I <00:14:43.000>still <00:14:43.093>need <00:14:43.186>to <00:14:43.280>make <00:14:43.373>the <00:14:43.466>decisions <00:14:43.560>based

00:14:44.470 --> 00:14:44.480 align:start position:0%
<00:14:44.470>still <00:14:44.471>need <00:14:44.473>to <00:14:44.474>make <00:14:44.476>the <00:14:44.477>decisions <00:14:44.479>based

00:14:44.480 --> 00:14:46.629 align:start position:0%
<00:14:44.480>still <00:14:44.596>need <00:14:44.713>to <00:14:44.830>make <00:14:44.946>the <00:14:45.063>decisions <00:14:45.180>based <00:14:45.296>on <00:14:45.413>what <00:14:45.530>the <00:14:45.646>agents <00:14:45.763>provides <00:14:45.880>me.

00:14:46.629 --> 00:14:46.639 align:start position:0%
<00:14:46.629>on <00:14:46.630>what <00:14:46.632>the <00:14:46.634>agents <00:14:46.636>provides <00:14:46.638>me.

00:14:46.639 --> 00:14:48.389 align:start position:0%
<00:14:46.639>on <00:14:46.766>what <00:14:46.893>the <00:14:47.020>agents <00:14:47.148>provides <00:14:47.275>me. <00:14:47.402>Sometimes <00:14:47.529>it's <00:14:47.657>also <00:14:47.784>just <00:14:47.911>what <00:14:48.039>I

00:14:48.389 --> 00:14:48.399 align:start position:0%
<00:14:48.389>Sometimes <00:14:48.390>it's <00:14:48.392>also <00:14:48.394>just <00:14:48.396>what <00:14:48.398>I

00:14:48.399 --> 00:14:50.470 align:start position:0%
<00:14:48.399>Sometimes <00:14:48.539>it's <00:14:48.679>also <00:14:48.819>just <00:14:48.959>what <00:14:49.099>I <00:14:49.239>experienced <00:14:49.379>while <00:14:49.519>um <00:14:49.659>during <00:14:49.799>my

00:14:50.470 --> 00:14:50.480 align:start position:0%
<00:14:50.470>experienced <00:14:50.472>while <00:14:50.474>um <00:14:50.476>during <00:14:50.479>my

00:14:50.480 --> 00:14:52.710 align:start position:0%
<00:14:50.480>experienced <00:14:50.620>while <00:14:50.760>um <00:14:50.900>during <00:14:51.040>my <00:14:51.180>development <00:14:51.320>time. <00:14:51.460>um <00:14:51.600>it's <00:14:51.740>also <00:14:51.880>just

00:14:52.710 --> 00:14:52.720 align:start position:0%
<00:14:52.710>development <00:14:52.711>time. <00:14:52.713>um <00:14:52.715>it's <00:14:52.717>also <00:14:52.719>just

00:14:52.720 --> 00:14:54.629 align:start position:0%
<00:14:52.720>development <00:14:52.836>time. <00:14:52.953>um <00:14:53.070>it's <00:14:53.186>also <00:14:53.303>just <00:14:53.420>garbage <00:14:53.536>where <00:14:53.653>it <00:14:53.770>just <00:14:53.886>doesn't <00:14:54.003>work <00:14:54.120>for

00:14:54.629 --> 00:14:54.639 align:start position:0%
<00:14:54.629>garbage <00:14:54.630>where <00:14:54.632>it <00:14:54.633>just <00:14:54.635>doesn't <00:14:54.636>work <00:14:54.638>for

00:14:54.639 --> 00:14:56.629 align:start position:0%
<00:14:54.639>garbage <00:14:54.755>where <00:14:54.872>it <00:14:54.989>just <00:14:55.105>doesn't <00:14:55.222>work <00:14:55.339>for <00:14:55.455>that <00:14:55.572>specific <00:14:55.689>use <00:14:55.805>case <00:14:55.922>because <00:14:56.039>it

00:14:56.629 --> 00:14:56.639 align:start position:0%
<00:14:56.629>that <00:14:56.630>specific <00:14:56.632>use <00:14:56.634>case <00:14:56.636>because <00:14:56.638>it

00:14:56.639 --> 00:14:59.189 align:start position:0%
<00:14:56.639>that <00:14:56.746>specific <00:14:56.854>use <00:14:56.962>case <00:14:57.069>because <00:14:57.177>it <00:14:57.285>doesn't <00:14:57.392>have <00:14:57.500>the <00:14:57.608>full <00:14:57.715>context <00:14:57.823>um <00:14:57.931>of <00:14:58.039>that

00:14:59.189 --> 00:14:59.199 align:start position:0%
<00:14:59.189>doesn't <00:14:59.190>have <00:14:59.191>the <00:14:59.192>full <00:14:59.194>context <00:14:59.195>um <00:14:59.196>of <00:14:59.198>that

00:14:59.199 --> 00:15:01.430 align:start position:0%
<00:14:59.199>doesn't <00:14:59.306>have <00:14:59.414>the <00:14:59.522>full <00:14:59.629>context <00:14:59.737>um <00:14:59.845>of <00:14:59.952>that <00:15:00.060>problem <00:15:00.168>and <00:15:00.275>I <00:15:00.383>could <00:15:00.491>continue <00:15:00.598>the

00:15:01.430 --> 00:15:01.440 align:start position:0%
<00:15:01.430>problem <00:15:01.431>and <00:15:01.433>I <00:15:01.435>could <00:15:01.437>continue <00:15:01.439>the

00:15:01.440 --> 00:15:03.509 align:start position:0%
<00:15:01.440>problem <00:15:01.556>and <00:15:01.673>I <00:15:01.790>could <00:15:01.906>continue <00:15:02.023>the <00:15:02.140>conversation, <00:15:02.256>add <00:15:02.373>more <00:15:02.490>context <00:15:02.606>to <00:15:02.723>it <00:15:02.840>and

00:15:03.509 --> 00:15:03.519 align:start position:0%
<00:15:03.509>conversation, <00:15:03.510>add <00:15:03.512>more <00:15:03.513>context <00:15:03.515>to <00:15:03.516>it <00:15:03.518>and

00:15:03.519 --> 00:15:07.030 align:start position:0%
<00:15:03.519>conversation, <00:15:03.635>add <00:15:03.752>more <00:15:03.869>context <00:15:03.985>to <00:15:04.102>it <00:15:04.219>and <00:15:04.335>then <00:15:04.452>land <00:15:04.569>on <00:15:04.685>the <00:15:04.802>best <00:15:04.919>outcome.

00:15:07.030 --> 00:15:07.040 align:start position:0%
<00:15:07.030>then <00:15:07.031>land <00:15:07.033>on <00:15:07.035>the <00:15:07.037>best <00:15:07.039>outcome.

00:15:07.040 --> 00:15:09.269 align:start position:0%
<00:15:07.040>then <00:15:07.273>land <00:15:07.506>on <00:15:07.740>the <00:15:07.973>best <00:15:08.206>outcome. <00:15:08.439>Um

00:15:09.269 --> 00:15:09.279 align:start position:0%
Um

00:15:09.279 --> 00:15:15.110 align:start position:0%
<00:15:09.279>Um <00:15:09.454>in <00:15:09.629>order <00:15:09.804>to <00:15:09.979>to <00:15:10.154>do <00:15:10.329>that, <00:15:10.504>let's <00:15:10.679>see

00:15:15.110 --> 00:15:15.120 align:start position:0%
<00:15:15.110>in <00:15:15.111>order <00:15:15.112>to <00:15:15.113>to <00:15:15.115>do <00:15:15.116>that, <00:15:15.117>let's <00:15:15.119>see

00:15:15.120 --> 00:15:17.750 align:start position:0%
<00:15:15.120>in <00:15:15.220>order <00:15:15.320>to <00:15:15.420>to <00:15:15.520>do <00:15:15.620>that, <00:15:15.720>let's <00:15:15.820>see <00:15:15.920>what <00:15:16.020>I <00:15:16.120>would <00:15:16.220>recommend <00:15:16.320>because <00:15:16.420>I <00:15:16.520>also

00:15:17.750 --> 00:15:17.760 align:start position:0%
<00:15:17.750>what <00:15:17.751>I <00:15:17.753>would <00:15:17.754>recommend <00:15:17.756>because <00:15:17.757>I <00:15:17.759>also

00:15:17.760 --> 00:15:20.470 align:start position:0%
<00:15:17.760>what <00:15:17.867>I <00:15:17.975>would <00:15:18.083>recommend <00:15:18.190>because <00:15:18.298>I <00:15:18.406>also <00:15:18.513>started <00:15:18.621>late <00:15:18.729>with <00:15:18.836>Kubernetes. <00:15:18.944>I <00:15:19.052>only <00:15:19.160>uh

00:15:20.470 --> 00:15:20.480 align:start position:0%
<00:15:20.470>started <00:15:20.471>late <00:15:20.473>with <00:15:20.474>Kubernetes. <00:15:20.476>I <00:15:20.477>only <00:15:20.479>uh

00:15:20.480 --> 00:15:23.590 align:start position:0%
<00:15:20.480>started <00:15:20.596>late <00:15:20.713>with <00:15:20.830>Kubernetes. <00:15:20.946>I <00:15:21.063>only <00:15:21.180>uh <00:15:21.296>knew <00:15:21.413>about <00:15:21.530>Docker <00:15:21.646>and <00:15:21.763>containers. <00:15:21.880>Um

00:15:23.590 --> 00:15:23.600 align:start position:0%
<00:15:23.590>knew <00:15:23.591>about <00:15:23.593>Docker <00:15:23.595>and <00:15:23.597>containers. <00:15:23.599>Um

00:15:23.600 --> 00:15:25.269 align:start position:0%
<00:15:23.600>knew <00:15:23.727>about <00:15:23.854>Docker <00:15:23.981>and <00:15:24.109>containers. <00:15:24.236>Um <00:15:24.363>don't <00:15:24.490>try <00:15:24.618>to <00:15:24.745>throw <00:15:24.872>everything <00:15:25.000>in

00:15:25.269 --> 00:15:25.279 align:start position:0%
<00:15:25.269>don't <00:15:25.270>try <00:15:25.272>to <00:15:25.274>throw <00:15:25.276>everything <00:15:25.278>in

00:15:25.279 --> 00:15:28.389 align:start position:0%
<00:15:25.279>don't <00:15:25.419>try <00:15:25.559>to <00:15:25.699>throw <00:15:25.839>everything <00:15:25.979>in <00:15:26.119>Kubernetes <00:15:26.259>immediately. <00:15:26.399>Maybe <00:15:26.539>add <00:15:26.679>a

00:15:28.389 --> 00:15:28.399 align:start position:0%
<00:15:28.389>Kubernetes <00:15:28.391>immediately. <00:15:28.393>Maybe <00:15:28.395>add <00:15:28.398>a

00:15:28.399 --> 00:15:30.949 align:start position:0%
<00:15:28.399>Kubernetes <00:15:28.539>immediately. <00:15:28.679>Maybe <00:15:28.819>add <00:15:28.959>a <00:15:29.099>small <00:15:29.239>layer <00:15:29.379>of <00:15:29.519>Docker <00:15:29.659>containers, <00:15:29.799>Docker

00:15:30.949 --> 00:15:30.959 align:start position:0%
<00:15:30.949>small <00:15:30.950>layer <00:15:30.952>of <00:15:30.954>Docker <00:15:30.956>containers, <00:15:30.958>Docker

00:15:30.959 --> 00:15:33.829 align:start position:0%
<00:15:30.959>small <00:15:31.086>layer <00:15:31.213>of <00:15:31.340>Docker <00:15:31.468>containers, <00:15:31.595>Docker <00:15:31.722>Compose. <00:15:31.849>Test <00:15:31.977>that <00:15:32.104>locally, <00:15:32.231>test <00:15:32.358>the

00:15:33.829 --> 00:15:33.839 align:start position:0%
<00:15:33.829>Compose. <00:15:33.830>Test <00:15:33.832>that <00:15:33.834>locally, <00:15:33.836>test <00:15:33.838>the

00:15:33.839 --> 00:15:35.670 align:start position:0%
<00:15:33.839>Compose. <00:15:33.978>Test <00:15:34.118>that <00:15:34.258>locally, <00:15:34.398>test <00:15:34.539>the <00:15:34.679>different <00:15:34.819>things, <00:15:34.959>splitting <00:15:35.098>out <00:15:35.238>the

00:15:35.670 --> 00:15:35.680 align:start position:0%
<00:15:35.670>different <00:15:35.672>things, <00:15:35.674>splitting <00:15:35.676>out <00:15:35.679>the

00:15:35.680 --> 00:15:38.150 align:start position:0%
<00:15:35.680>different <00:15:35.835>things, <00:15:35.991>splitting <00:15:36.146>out <00:15:36.302>the <00:15:36.457>micros, <00:15:36.613>splitting <00:15:36.768>out <00:15:36.924>the <00:15:37.079>monolith,

00:15:38.150 --> 00:15:38.160 align:start position:0%
<00:15:38.150>micros, <00:15:38.152>splitting <00:15:38.154>out <00:15:38.156>the <00:15:38.159>monolith,

00:15:38.160 --> 00:15:40.389 align:start position:0%
<00:15:38.160>micros, <00:15:38.287>splitting <00:15:38.414>out <00:15:38.541>the <00:15:38.669>monolith, <00:15:38.796>splitting <00:15:38.923>out <00:15:39.050>the <00:15:39.178>local <00:15:39.305>cache <00:15:39.432>file <00:15:39.560>in

00:15:40.389 --> 00:15:40.399 align:start position:0%
<00:15:40.389>splitting <00:15:40.390>out <00:15:40.392>the <00:15:40.393>local <00:15:40.395>cache <00:15:40.396>file <00:15:40.398>in

00:15:40.399 --> 00:15:42.629 align:start position:0%
<00:15:40.399>splitting <00:15:40.499>out <00:15:40.599>the <00:15:40.699>local <00:15:40.799>cache <00:15:40.899>file <00:15:40.999>in <00:15:41.099>that <00:15:41.199>sense, <00:15:41.299>and <00:15:41.399>then <00:15:41.499>put <00:15:41.599>it <00:15:41.699>into <00:15:41.799>a

00:15:42.629 --> 00:15:42.639 align:start position:0%
<00:15:42.629>that <00:15:42.630>sense, <00:15:42.631>and <00:15:42.632>then <00:15:42.634>put <00:15:42.635>it <00:15:42.636>into <00:15:42.638>a

00:15:42.639 --> 00:15:44.310 align:start position:0%
<00:15:42.639>that <00:15:42.755>sense, <00:15:42.872>and <00:15:42.989>then <00:15:43.105>put <00:15:43.222>it <00:15:43.339>into <00:15:43.455>a <00:15:43.572>Kubernetes <00:15:43.689>environment <00:15:43.805>to <00:15:43.922>test <00:15:44.039>the

00:15:44.310 --> 00:15:44.320 align:start position:0%
<00:15:44.310>Kubernetes <00:15:44.312>environment <00:15:44.314>to <00:15:44.316>test <00:15:44.319>the

00:15:44.320 --> 00:15:47.670 align:start position:0%
<00:15:44.320>Kubernetes <00:15:44.475>environment <00:15:44.631>to <00:15:44.786>test <00:15:44.942>the <00:15:45.097>operational <00:15:45.253>constraints. <00:15:45.408>Um <00:15:45.564>which <00:15:45.720>means

00:15:47.670 --> 00:15:47.680 align:start position:0%
<00:15:47.670>operational <00:15:47.672>constraints. <00:15:47.674>Um <00:15:47.676>which <00:15:47.679>means

00:15:47.680 --> 00:15:51.590 align:start position:0%
<00:15:47.680>operational <00:15:47.787>constraints. <00:15:47.895>Um <00:15:48.003>which <00:15:48.110>means <00:15:48.218>like <00:15:48.326>moving <00:15:48.433>it <00:15:48.541>from <00:15:48.649>it <00:15:48.756>runs <00:15:48.864>um <00:15:48.972>to <00:15:49.079>like

00:15:51.590 --> 00:15:51.600 align:start position:0%
<00:15:51.590>like <00:15:51.591>moving <00:15:51.592>it <00:15:51.593>from <00:15:51.594>it <00:15:51.595>runs <00:15:51.596>um <00:15:51.597>to <00:15:51.599>like

00:15:51.600 --> 00:15:54.949 align:start position:0%
<00:15:51.600>like <00:15:51.693>moving <00:15:51.786>it <00:15:51.880>from <00:15:51.973>it <00:15:52.066>runs <00:15:52.160>um <00:15:52.253>to <00:15:52.346>like <00:15:52.440>we <00:15:52.533>know <00:15:52.626>why <00:15:52.720>breaks <00:15:52.813>and <00:15:52.906>also <00:15:53.000>understand

00:15:54.949 --> 00:15:54.959 align:start position:0%
<00:15:54.949>we <00:15:54.950>know <00:15:54.952>why <00:15:54.953>breaks <00:15:54.955>and <00:15:54.956>also <00:15:54.958>understand

00:15:54.959 --> 00:15:56.470 align:start position:0%
<00:15:54.959>we <00:15:55.056>know <00:15:55.153>why <00:15:55.250>breaks <00:15:55.347>and <00:15:55.444>also <00:15:55.541>understand <00:15:55.638>why <00:15:55.736>it <00:15:55.833>breaks <00:15:55.930>and <00:15:56.027>we <00:15:56.124>are <00:15:56.221>able <00:15:56.318>to

00:15:56.470 --> 00:15:56.480 align:start position:0%
<00:15:56.470>why <00:15:56.471>it <00:15:56.472>breaks <00:15:56.473>and <00:15:56.475>we <00:15:56.476>are <00:15:56.477>able <00:15:56.479>to

00:15:56.480 --> 00:15:59.509 align:start position:0%
<00:15:56.480>why <00:15:56.596>it <00:15:56.713>breaks <00:15:56.830>and <00:15:56.946>we <00:15:57.063>are <00:15:57.180>able <00:15:57.296>to <00:15:57.413>mitigate <00:15:57.530>that <00:15:57.646>with <00:15:57.763>a <00:15:57.880>strategy.

00:15:59.509 --> 00:15:59.519 align:start position:0%
<00:15:59.509>mitigate <00:15:59.511>that <00:15:59.513>with <00:15:59.515>a <00:15:59.518>strategy.

00:15:59.519 --> 00:16:03.509 align:start position:0%
<00:15:59.519>mitigate <00:15:59.659>that <00:15:59.799>with <00:15:59.939>a <00:16:00.079>strategy. <00:16:00.219>Um <00:16:00.359>as <00:16:00.499>a <00:16:00.639>as <00:16:00.779>another <00:16:00.919>recommendation

00:16:03.509 --> 00:16:03.519 align:start position:0%
<00:16:03.509>Um <00:16:03.510>as <00:16:03.512>a <00:16:03.514>as <00:16:03.516>another <00:16:03.518>recommendation

00:16:03.519 --> 00:16:07.189 align:start position:0%
<00:16:03.519>Um <00:16:03.626>as <00:16:03.734>a <00:16:03.842>as <00:16:03.949>another <00:16:04.057>recommendation <00:16:04.165>um <00:16:04.272>we <00:16:04.380>also <00:16:04.488>want <00:16:04.595>to <00:16:04.703>have <00:16:04.811>Kubernetes <00:16:04.919>like

00:16:07.189 --> 00:16:07.199 align:start position:0%
<00:16:07.189>um <00:16:07.190>we <00:16:07.191>also <00:16:07.192>want <00:16:07.194>to <00:16:07.195>have <00:16:07.196>Kubernetes <00:16:07.198>like

00:16:07.199 --> 00:16:09.430 align:start position:0%
<00:16:07.199>um <00:16:07.354>we <00:16:07.510>also <00:16:07.665>want <00:16:07.821>to <00:16:07.976>have <00:16:08.132>Kubernetes <00:16:08.287>like <00:16:08.443>continuously <00:16:08.598>deployed

00:16:09.430 --> 00:16:09.440 align:start position:0%
<00:16:09.430>continuously <00:16:09.439>deployed

00:16:09.440 --> 00:16:11.829 align:start position:0%
<00:16:09.440>continuously <00:16:09.640>deployed <00:16:09.840>whether <00:16:10.040>it's <00:16:10.240>like <00:16:10.440>CI/CD <00:16:10.640>environment <00:16:10.840>or

00:16:11.829 --> 00:16:11.839 align:start position:0%
<00:16:11.829>whether <00:16:11.830>it's <00:16:11.832>like <00:16:11.834>CI/CD <00:16:11.836>environment <00:16:11.838>or

00:16:11.839 --> 00:16:14.310 align:start position:0%
<00:16:11.839>whether <00:16:11.966>it's <00:16:12.093>like <00:16:12.220>CI/CD <00:16:12.348>environment <00:16:12.475>or <00:16:12.602>GitHubs <00:16:12.729>environment <00:16:12.857>um <00:16:12.984>there <00:16:13.111>should <00:16:13.239>be

00:16:14.310 --> 00:16:14.320 align:start position:0%
<00:16:14.310>GitHubs <00:16:14.311>environment <00:16:14.313>um <00:16:14.315>there <00:16:14.317>should <00:16:14.319>be

00:16:14.320 --> 00:16:16.470 align:start position:0%
<00:16:14.320>GitHubs <00:16:14.460>environment <00:16:14.600>um <00:16:14.740>there <00:16:14.880>should <00:16:15.020>be <00:16:15.160>something <00:16:15.300>like <00:16:15.440>image <00:16:15.580>build <00:16:15.720>and

00:16:16.470 --> 00:16:16.480 align:start position:0%
<00:16:16.470>something <00:16:16.472>like <00:16:16.474>image <00:16:16.476>build <00:16:16.479>and

00:16:16.480 --> 00:16:18.870 align:start position:0%
<00:16:16.480>something <00:16:16.655>like <00:16:16.830>image <00:16:17.005>build <00:16:17.180>and <00:16:17.355>publishing <00:16:17.530>manifest <00:16:17.705>validation <00:16:17.880>a

00:16:18.870 --> 00:16:18.880 align:start position:0%
<00:16:18.870>publishing <00:16:18.873>manifest <00:16:18.876>validation <00:16:18.879>a

00:16:18.880 --> 00:16:21.910 align:start position:0%
<00:16:18.880>publishing <00:16:19.055>manifest <00:16:19.230>validation <00:16:19.405>a <00:16:19.580>deployment <00:16:19.755>um <00:16:19.930>strategy <00:16:20.105>rollbacks <00:16:20.280>if

00:16:21.910 --> 00:16:21.920 align:start position:0%
<00:16:21.910>deployment <00:16:21.912>um <00:16:21.914>strategy <00:16:21.916>rollbacks <00:16:21.919>if

00:16:21.920 --> 00:16:25.030 align:start position:0%
<00:16:21.920>deployment <00:16:22.060>um <00:16:22.199>strategy <00:16:22.339>rollbacks <00:16:22.479>if <00:16:22.620>something <00:16:22.760>goes <00:16:22.900>wrong <00:16:23.040>modernizing <00:16:23.180>that <00:16:23.319>uh

00:16:25.030 --> 00:16:25.040 align:start position:0%
<00:16:25.030>something <00:16:25.031>goes <00:16:25.033>wrong <00:16:25.035>modernizing <00:16:25.037>that <00:16:25.039>uh

00:16:25.040 --> 00:16:27.509 align:start position:0%
<00:16:25.040>something <00:16:25.167>goes <00:16:25.294>wrong <00:16:25.421>modernizing <00:16:25.549>that <00:16:25.676>uh <00:16:25.803>Java <00:16:25.930>collector <00:16:26.058>um <00:16:26.185>and <00:16:26.312>also <00:16:26.439>like

00:16:27.509 --> 00:16:27.519 align:start position:0%
<00:16:27.509>Java <00:16:27.510>collector <00:16:27.512>um <00:16:27.514>and <00:16:27.516>also <00:16:27.518>like

00:16:27.519 --> 00:16:29.350 align:start position:0%
<00:16:27.519>Java <00:16:27.719>collector <00:16:27.919>um <00:16:28.119>and <00:16:28.319>also <00:16:28.519>like <00:16:28.719>promotion <00:16:28.919>gates

00:16:29.350 --> 00:16:29.360 align:start position:0%
<00:16:29.350>promotion <00:16:29.359>gates

00:16:29.360 --> 00:16:31.670 align:start position:0%
<00:16:29.360>promotion <00:16:29.500>gates <00:16:29.640>And <00:16:29.780>the <00:16:29.920>best <00:16:30.060>thing <00:16:30.200>is <00:16:30.340>um <00:16:30.480>or <00:16:30.620>if <00:16:30.760>it's

00:16:31.670 --> 00:16:31.680 align:start position:0%
<00:16:31.670>And <00:16:31.671>the <00:16:31.672>best <00:16:31.673>thing <00:16:31.674>is <00:16:31.675>um <00:16:31.676>or <00:16:31.677>if <00:16:31.679>it's

00:16:31.680 --> 00:16:34.230 align:start position:0%
<00:16:31.680>And <00:16:31.780>the <00:16:31.880>best <00:16:31.979>thing <00:16:32.079>is <00:16:32.180>um <00:16:32.280>or <00:16:32.380>if <00:16:32.479>it's <00:16:32.579>possible <00:16:32.680>in <00:16:32.780>an <00:16:32.880>enterprise <00:16:32.979>environment <00:16:33.079>um

00:16:34.230 --> 00:16:34.240 align:start position:0%
<00:16:34.230>possible <00:16:34.231>in <00:16:34.233>an <00:16:34.235>enterprise <00:16:34.237>environment <00:16:34.239>um

00:16:34.240 --> 00:16:37.030 align:start position:0%
<00:16:34.240>possible <00:16:34.367>in <00:16:34.494>an <00:16:34.621>enterprise <00:16:34.749>environment <00:16:34.876>um <00:16:35.003>expose <00:16:35.130>that <00:16:35.258>Kubernetes <00:16:35.385>context <00:16:35.512>to <00:16:35.640>agents

00:16:37.030 --> 00:16:37.040 align:start position:0%
<00:16:37.030>expose <00:16:37.031>that <00:16:37.033>Kubernetes <00:16:37.035>context <00:16:37.037>to <00:16:37.039>agents

00:16:37.040 --> 00:16:40.150 align:start position:0%
<00:16:37.040>expose <00:16:37.147>that <00:16:37.255>Kubernetes <00:16:37.363>context <00:16:37.470>to <00:16:37.578>agents <00:16:37.686>uh <00:16:37.793>through <00:16:37.901>an <00:16:38.009>MCP <00:16:38.116>server <00:16:38.224>um <00:16:38.332>and <00:16:38.439>give

00:16:40.150 --> 00:16:40.160 align:start position:0%
<00:16:40.150>uh <00:16:40.151>through <00:16:40.152>an <00:16:40.153>MCP <00:16:40.155>server <00:16:40.156>um <00:16:40.157>and <00:16:40.159>give

00:16:40.160 --> 00:16:42.790 align:start position:0%
<00:16:40.160>uh <00:16:40.260>through <00:16:40.360>an <00:16:40.459>MCP <00:16:40.560>server <00:16:40.660>um <00:16:40.760>and <00:16:40.860>give <00:16:40.959>more <00:16:41.060>context <00:16:41.160>of <00:16:41.260>like <00:16:41.360>this <00:16:41.459>rollout <00:16:41.560>worked

00:16:42.790 --> 00:16:42.800 align:start position:0%
<00:16:42.790>more <00:16:42.791>context <00:16:42.793>of <00:16:42.794>like <00:16:42.795>this <00:16:42.797>rollout <00:16:42.799>worked

00:16:42.800 --> 00:16:44.949 align:start position:0%
<00:16:42.800>more <00:16:42.916>context <00:16:43.033>of <00:16:43.150>like <00:16:43.266>this <00:16:43.383>rollout <00:16:43.500>worked <00:16:43.616>um <00:16:43.733>this <00:16:43.849>strategy <00:16:43.966>didn't <00:16:44.083>work <00:16:44.199>because

00:16:44.949 --> 00:16:44.959 align:start position:0%
<00:16:44.949>um <00:16:44.950>this <00:16:44.952>strategy <00:16:44.954>didn't <00:16:44.956>work <00:16:44.958>because

00:16:44.959 --> 00:16:47.189 align:start position:0%
<00:16:44.959>um <00:16:45.066>this <00:16:45.174>strategy <00:16:45.282>didn't <00:16:45.389>work <00:16:45.497>because <00:16:45.605>there <00:16:45.712>is <00:16:45.820>a <00:16:45.928>problem <00:16:46.035>with <00:16:46.143>the <00:16:46.251>pots <00:16:46.359>and

00:16:47.189 --> 00:16:47.199 align:start position:0%
<00:16:47.189>there <00:16:47.190>is <00:16:47.191>a <00:16:47.192>problem <00:16:47.194>with <00:16:47.195>the <00:16:47.196>pots <00:16:47.198>and

00:16:47.199 --> 00:16:51.110 align:start position:0%
<00:16:47.199>there <00:16:47.306>is <00:16:47.414>a <00:16:47.522>problem <00:16:47.629>with <00:16:47.737>the <00:16:47.845>pots <00:16:47.952>and <00:16:48.060>make <00:16:48.168>provide <00:16:48.275>agents <00:16:48.383>with <00:16:48.491>more <00:16:48.598>autonomous

00:16:51.110 --> 00:16:51.120 align:start position:0%
<00:16:51.110>make <00:16:51.111>provide <00:16:51.113>agents <00:16:51.115>with <00:16:51.117>more <00:16:51.119>autonomous

00:16:51.120 --> 00:16:54.230 align:start position:0%
<00:16:51.120>make <00:16:51.227>provide <00:16:51.335>agents <00:16:51.443>with <00:16:51.550>more <00:16:51.658>autonomous <00:16:51.766>uh <00:16:51.873>context <00:16:51.981>to <00:16:52.089>that. <00:16:52.196>The <00:16:52.304>problem <00:16:52.412>is <00:16:52.520>here

00:16:54.230 --> 00:16:54.240 align:start position:0%
<00:16:54.230>uh <00:16:54.231>context <00:16:54.232>to <00:16:54.233>that. <00:16:54.235>The <00:16:54.236>problem <00:16:54.237>is <00:16:54.239>here

00:16:54.240 --> 00:16:57.350 align:start position:0%
<00:16:54.240>uh <00:16:54.333>context <00:16:54.426>to <00:16:54.520>that. <00:16:54.613>The <00:16:54.706>problem <00:16:54.800>is <00:16:54.893>here <00:16:54.986>um <00:16:55.080>the <00:16:55.173>agents <00:16:55.266>might <00:16:55.360>might <00:16:55.453>see <00:16:55.546>or <00:16:55.640>modify

00:16:57.350 --> 00:16:57.360 align:start position:0%
<00:16:57.350>um <00:16:57.351>the <00:16:57.352>agents <00:16:57.353>might <00:16:57.355>might <00:16:57.356>see <00:16:57.357>or <00:16:57.359>modify

00:16:57.360 --> 00:16:59.829 align:start position:0%
<00:16:57.360>um <00:16:57.476>the <00:16:57.593>agents <00:16:57.710>might <00:16:57.826>might <00:16:57.943>see <00:16:58.060>or <00:16:58.176>modify <00:16:58.293>production <00:16:58.410>data. <00:16:58.526>So <00:16:58.643>access <00:16:58.760>control

00:16:59.829 --> 00:16:59.839 align:start position:0%
<00:16:59.829>production <00:16:59.831>data. <00:16:59.833>So <00:16:59.835>access <00:16:59.838>control

00:16:59.839 --> 00:17:01.590 align:start position:0%
<00:16:59.839>production <00:16:59.978>data. <00:17:00.118>So <00:17:00.258>access <00:17:00.398>control <00:17:00.539>becomes <00:17:00.679>part <00:17:00.819>of <00:17:00.959>the <00:17:01.098>architecture <00:17:01.238>which

00:17:01.590 --> 00:17:01.600 align:start position:0%
<00:17:01.590>becomes <00:17:01.591>part <00:17:01.593>of <00:17:01.595>the <00:17:01.597>architecture <00:17:01.599>which

00:17:01.600 --> 00:17:04.230 align:start position:0%
<00:17:01.600>becomes <00:17:01.727>part <00:17:01.854>of <00:17:01.981>the <00:17:02.109>architecture <00:17:02.236>which <00:17:02.363>you <00:17:02.490>need <00:17:02.618>to <00:17:02.745>consider <00:17:02.872>while <00:17:03.000>modernizing

00:17:04.230 --> 00:17:04.240 align:start position:0%
<00:17:04.230>you <00:17:04.231>need <00:17:04.233>to <00:17:04.235>consider <00:17:04.237>while <00:17:04.239>modernizing

00:17:04.240 --> 00:17:08.230 align:start position:0%
<00:17:04.240>you <00:17:04.356>need <00:17:04.473>to <00:17:04.589>consider <00:17:04.706>while <00:17:04.823>modernizing <00:17:04.940>um <00:17:05.056>a <00:17:05.173>Java <00:17:05.290>monolith <00:17:05.406>in <00:17:05.523>that <00:17:05.640>way.

00:17:08.230 --> 00:17:08.240 align:start position:0%
<00:17:08.230>um <00:17:08.231>a <00:17:08.233>Java <00:17:08.234>monolith <00:17:08.236>in <00:17:08.237>that <00:17:08.239>way.

00:17:08.240 --> 00:17:11.669 align:start position:0%
<00:17:08.240>um <00:17:08.347>a <00:17:08.455>Java <00:17:08.563>monolith <00:17:08.670>in <00:17:08.778>that <00:17:08.886>way. <00:17:08.993>Okay. <00:17:09.101>Last <00:17:09.209>but <00:17:09.316>not <00:17:09.424>least, <00:17:09.532>um <00:17:09.640>different

00:17:11.669 --> 00:17:11.679 align:start position:0%
<00:17:11.669>Okay. <00:17:11.670>Last <00:17:11.672>but <00:17:11.673>not <00:17:11.675>least, <00:17:11.676>um <00:17:11.678>different

00:17:11.679 --> 00:17:15.909 align:start position:0%
<00:17:11.679>Okay. <00:17:11.795>Last <00:17:11.912>but <00:17:12.029>not <00:17:12.145>least, <00:17:12.262>um <00:17:12.379>different <00:17:12.495>use <00:17:12.612>case, <00:17:12.729>older <00:17:12.845>language, <00:17:12.962>uh <00:17:13.079>cobalt.

00:17:15.909 --> 00:17:15.919 align:start position:0%
<00:17:15.909>use <00:17:15.910>case, <00:17:15.912>older <00:17:15.914>language, <00:17:15.916>uh <00:17:15.918>cobalt.

00:17:15.919 --> 00:17:17.750 align:start position:0%
<00:17:15.919>use <00:17:16.026>case, <00:17:16.134>older <00:17:16.242>language, <00:17:16.349>uh <00:17:16.457>cobalt. <00:17:16.565>The <00:17:16.672>fun <00:17:16.780>part <00:17:16.888>with <00:17:16.995>cobalt <00:17:17.103>was <00:17:17.211>I <00:17:17.319>have

00:17:17.750 --> 00:17:17.760 align:start position:0%
<00:17:17.750>The <00:17:17.751>fun <00:17:17.752>part <00:17:17.753>with <00:17:17.755>cobalt <00:17:17.756>was <00:17:17.757>I <00:17:17.759>have

00:17:17.760 --> 00:17:20.710 align:start position:0%
<00:17:17.760>The <00:17:17.847>fun <00:17:17.935>part <00:17:18.022>with <00:17:18.109>cobalt <00:17:18.197>was <00:17:18.285>I <00:17:18.372>have <00:17:18.460>never <00:17:18.547>learned <00:17:18.635>that <00:17:18.722>in <00:17:18.810>my <00:17:18.897>studies <00:17:18.984>and <00:17:19.072>I <00:17:19.160>I

00:17:20.710 --> 00:17:20.720 align:start position:0%
<00:17:20.710>never <00:17:20.711>learned <00:17:20.712>that <00:17:20.713>in <00:17:20.714>my <00:17:20.715>studies <00:17:20.716>and <00:17:20.717>I <00:17:20.719>I

00:17:20.720 --> 00:17:24.150 align:start position:0%
<00:17:20.720>never <00:17:20.813>learned <00:17:20.906>that <00:17:21.000>in <00:17:21.093>my <00:17:21.186>studies <00:17:21.280>and <00:17:21.373>I <00:17:21.466>I <00:17:21.560>would <00:17:21.653>consider <00:17:21.746>myself <00:17:21.839>old. <00:17:21.933>Um <00:17:22.026>but <00:17:22.120>yeah,

00:17:24.150 --> 00:17:24.160 align:start position:0%
<00:17:24.150>would <00:17:24.151>consider <00:17:24.153>myself <00:17:24.154>old. <00:17:24.156>Um <00:17:24.157>but <00:17:24.159>yeah,

00:17:24.160 --> 00:17:26.630 align:start position:0%
<00:17:24.160>would <00:17:24.260>consider <00:17:24.360>myself <00:17:24.460>old. <00:17:24.560>Um <00:17:24.660>but <00:17:24.760>yeah, <00:17:24.860>in <00:17:24.960>2023 <00:17:25.060>a <00:17:25.160>customer <00:17:25.260>was <00:17:25.360>asking <00:17:25.460>like, <00:17:25.560>hey,

00:17:26.630 --> 00:17:26.640 align:start position:0%
<00:17:26.630>in <00:17:26.631>2023 <00:17:26.632>a <00:17:26.633>customer <00:17:26.635>was <00:17:26.636>asking <00:17:26.637>like, <00:17:26.639>hey,

00:17:26.640 --> 00:17:28.549 align:start position:0%
<00:17:26.640>in <00:17:26.727>2023 <00:17:26.815>a <00:17:26.902>customer <00:17:26.990>was <00:17:27.077>asking <00:17:27.165>like, <00:17:27.252>hey, <00:17:27.340>we <00:17:27.427>have <00:17:27.515>AI <00:17:27.602>now. <00:17:27.690>Can <00:17:27.777>we <00:17:27.865>use <00:17:27.952>AI <00:17:28.040>to

00:17:28.549 --> 00:17:28.559 align:start position:0%
<00:17:28.549>we <00:17:28.550>have <00:17:28.551>AI <00:17:28.552>now. <00:17:28.553>Can <00:17:28.554>we <00:17:28.555>use <00:17:28.556>AI <00:17:28.558>to

00:17:28.559 --> 00:17:30.950 align:start position:0%
<00:17:28.559>we <00:17:28.658>have <00:17:28.759>AI <00:17:28.859>now. <00:17:28.959>Can <00:17:29.059>we <00:17:29.158>use <00:17:29.259>AI <00:17:29.359>to <00:17:29.459>modernize <00:17:29.559>our <00:17:29.658>cobalt <00:17:29.759>mainframes? <00:17:29.859>And <00:17:29.959>I

00:17:30.950 --> 00:17:30.960 align:start position:0%
<00:17:30.950>modernize <00:17:30.951>our <00:17:30.953>cobalt <00:17:30.955>mainframes? <00:17:30.957>And <00:17:30.959>I

00:17:30.960 --> 00:17:32.870 align:start position:0%
<00:17:30.960>modernize <00:17:31.060>our <00:17:31.160>cobalt <00:17:31.260>mainframes? <00:17:31.360>And <00:17:31.460>I <00:17:31.560>was <00:17:31.660>like, <00:17:31.760>I <00:17:31.860>have <00:17:31.960>no <00:17:32.060>idea. <00:17:32.160>Let's <00:17:32.260>try <00:17:32.360>it.

00:17:32.870 --> 00:17:32.880 align:start position:0%
<00:17:32.870>was <00:17:32.871>like, <00:17:32.872>I <00:17:32.873>have <00:17:32.874>no <00:17:32.875>idea. <00:17:32.876>Let's <00:17:32.877>try <00:17:32.879>it.

00:17:32.880 --> 00:17:35.029 align:start position:0%
<00:17:32.880>was <00:17:32.967>like, <00:17:33.055>I <00:17:33.142>have <00:17:33.230>no <00:17:33.317>idea. <00:17:33.405>Let's <00:17:33.492>try <00:17:33.580>it. <00:17:33.667>Let's <00:17:33.755>ask <00:17:33.842>it. <00:17:33.930>And <00:17:34.017>it <00:17:34.105>was <00:17:34.192>able <00:17:34.280>to

00:17:35.029 --> 00:17:35.039 align:start position:0%
<00:17:35.029>Let's <00:17:35.030>ask <00:17:35.031>it. <00:17:35.032>And <00:17:35.034>it <00:17:35.035>was <00:17:35.036>able <00:17:35.038>to

00:17:35.039 --> 00:17:36.870 align:start position:0%
<00:17:35.039>Let's <00:17:35.146>ask <00:17:35.254>it. <00:17:35.362>And <00:17:35.469>it <00:17:35.577>was <00:17:35.685>able <00:17:35.792>to <00:17:35.900>identify <00:17:36.008>like <00:17:36.115>problems <00:17:36.223>with <00:17:36.331>the <00:17:36.439>code,

00:17:36.870 --> 00:17:36.880 align:start position:0%
<00:17:36.870>identify <00:17:36.871>like <00:17:36.873>problems <00:17:36.875>with <00:17:36.877>the <00:17:36.879>code,

00:17:36.880 --> 00:17:39.750 align:start position:0%
<00:17:36.880>identify <00:17:36.987>like <00:17:37.095>problems <00:17:37.203>with <00:17:37.310>the <00:17:37.418>code, <00:17:37.526>fix <00:17:37.633>bugs, <00:17:37.741>explain <00:17:37.849>it <00:17:37.956>um <00:17:38.064>and <00:17:38.172>also <00:17:38.280>reason

00:17:39.750 --> 00:17:39.760 align:start position:0%
<00:17:39.750>fix <00:17:39.751>bugs, <00:17:39.752>explain <00:17:39.753>it <00:17:39.755>um <00:17:39.756>and <00:17:39.757>also <00:17:39.759>reason

00:17:39.760 --> 00:17:42.789 align:start position:0%
<00:17:39.760>fix <00:17:39.867>bugs, <00:17:39.975>explain <00:17:40.083>it <00:17:40.190>um <00:17:40.298>and <00:17:40.406>also <00:17:40.513>reason <00:17:40.621>about <00:17:40.729>migration <00:17:40.836>challenges <00:17:40.944>um <00:17:41.052>even <00:17:41.160>like

00:17:42.789 --> 00:17:42.799 align:start position:0%
<00:17:42.789>about <00:17:42.790>migration <00:17:42.792>challenges <00:17:42.794>um <00:17:42.796>even <00:17:42.798>like

00:17:42.799 --> 00:17:46.150 align:start position:0%
<00:17:42.799>about <00:17:42.954>migration <00:17:43.110>challenges <00:17:43.265>um <00:17:43.421>even <00:17:43.576>like <00:17:43.732>generate <00:17:43.887>um <00:17:44.043>documentation <00:17:44.199>architecture

00:17:46.150 --> 00:17:46.160 align:start position:0%
<00:17:46.150>generate <00:17:46.153>um <00:17:46.156>documentation <00:17:46.159>architecture

00:17:46.160 --> 00:17:48.950 align:start position:0%
<00:17:46.160>generate <00:17:46.315>um <00:17:46.471>documentation <00:17:46.626>architecture <00:17:46.782>diagrams <00:17:46.937>and <00:17:47.093>came <00:17:47.248>up <00:17:47.404>with <00:17:47.560>different

00:17:48.950 --> 00:17:48.960 align:start position:0%
<00:17:48.950>diagrams <00:17:48.951>and <00:17:48.953>came <00:17:48.955>up <00:17:48.957>with <00:17:48.959>different

00:17:48.960 --> 00:17:51.750 align:start position:0%
<00:17:48.960>diagrams <00:17:49.067>and <00:17:49.175>came <00:17:49.283>up <00:17:49.390>with <00:17:49.498>different <00:17:49.606>proposals. <00:17:49.713>Um <00:17:49.821>I <00:17:49.929>also <00:17:50.036>like <00:17:50.144>like <00:17:50.252>to <00:17:50.360>use

00:17:51.750 --> 00:17:51.760 align:start position:0%
<00:17:51.750>proposals. <00:17:51.751>Um <00:17:51.752>I <00:17:51.753>also <00:17:51.755>like <00:17:51.756>like <00:17:51.757>to <00:17:51.759>use

00:17:51.760 --> 00:17:53.830 align:start position:0%
<00:17:51.760>proposals. <00:17:51.867>Um <00:17:51.975>I <00:17:52.083>also <00:17:52.190>like <00:17:52.298>like <00:17:52.406>to <00:17:52.513>use <00:17:52.621>the <00:17:52.729>prompt <00:17:52.836>explain <00:17:52.944>something <00:17:53.052>like <00:17:53.160>I'm

00:17:53.830 --> 00:17:53.840 align:start position:0%
<00:17:53.830>the <00:17:53.831>prompt <00:17:53.833>explain <00:17:53.835>something <00:17:53.837>like <00:17:53.839>I'm

00:17:53.840 --> 00:17:57.029 align:start position:0%
<00:17:53.840>the <00:17:53.939>prompt <00:17:54.040>explain <00:17:54.139>something <00:17:54.240>like <00:17:54.340>I'm <00:17:54.439>five. <00:17:54.540>So <00:17:54.639>cobalt <00:17:54.740>like <00:17:54.840>I'm <00:17:54.939>five <00:17:55.040>is <00:17:55.139>a <00:17:55.240>very

00:17:57.029 --> 00:17:57.039 align:start position:0%
<00:17:57.029>five. <00:17:57.030>So <00:17:57.031>cobalt <00:17:57.032>like <00:17:57.033>I'm <00:17:57.034>five <00:17:57.035>is <00:17:57.036>a <00:17:57.038>very

00:17:57.039 --> 00:17:58.710 align:start position:0%
<00:17:57.039>five. <00:17:57.139>So <00:17:57.239>cobalt <00:17:57.339>like <00:17:57.439>I'm <00:17:57.539>five <00:17:57.639>is <00:17:57.739>a <00:17:57.839>very <00:17:57.939>fun <00:17:58.039>way <00:17:58.139>of <00:17:58.239>learning <00:17:58.339>things <00:17:58.439>and

00:17:58.710 --> 00:17:58.720 align:start position:0%
<00:17:58.710>fun <00:17:58.711>way <00:17:58.713>of <00:17:58.715>learning <00:17:58.717>things <00:17:58.719>and

00:17:58.720 --> 00:18:01.830 align:start position:0%
<00:17:58.720>fun <00:17:58.827>way <00:17:58.935>of <00:17:59.043>learning <00:17:59.150>things <00:17:59.258>and <00:17:59.366>abstraction. <00:17:59.473>Um <00:17:59.581>and <00:17:59.689>then <00:17:59.796>I <00:17:59.904>got <00:18:00.012>back <00:18:00.120>to

00:18:01.830 --> 00:18:01.840 align:start position:0%
<00:18:01.830>abstraction. <00:18:01.831>Um <00:18:01.832>and <00:18:01.833>then <00:18:01.835>I <00:18:01.836>got <00:18:01.837>back <00:18:01.839>to

00:18:01.840 --> 00:18:04.470 align:start position:0%
<00:18:01.840>abstraction. <00:18:01.933>Um <00:18:02.026>and <00:18:02.120>then <00:18:02.213>I <00:18:02.306>got <00:18:02.399>back <00:18:02.493>to <00:18:02.586>to <00:18:02.679>to <00:18:02.773>customers <00:18:02.866>and <00:18:02.959>said <00:18:03.053>well <00:18:03.146>this <00:18:03.240>is

00:18:04.470 --> 00:18:04.480 align:start position:0%
<00:18:04.470>to <00:18:04.471>to <00:18:04.472>customers <00:18:04.473>and <00:18:04.475>said <00:18:04.476>well <00:18:04.477>this <00:18:04.479>is

00:18:04.480 --> 00:18:07.110 align:start position:0%
<00:18:04.480>to <00:18:04.573>to <00:18:04.666>customers <00:18:04.760>and <00:18:04.853>said <00:18:04.946>well <00:18:05.040>this <00:18:05.133>is <00:18:05.226>all <00:18:05.320>great <00:18:05.413>um <00:18:05.506>we <00:18:05.600>can <00:18:05.693>start <00:18:05.786>the <00:18:05.880>migration

00:18:07.110 --> 00:18:07.120 align:start position:0%
<00:18:07.110>all <00:18:07.111>great <00:18:07.112>um <00:18:07.113>we <00:18:07.115>can <00:18:07.116>start <00:18:07.117>the <00:18:07.119>migration

00:18:07.120 --> 00:18:10.310 align:start position:0%
<00:18:07.120>all <00:18:07.207>great <00:18:07.294>um <00:18:07.382>we <00:18:07.469>can <00:18:07.557>start <00:18:07.645>the <00:18:07.732>migration <00:18:07.820>and <00:18:07.907>they <00:18:07.995>said <00:18:08.082>well <00:18:08.169>cobalt <00:18:08.257>has <00:18:08.344>a <00:18:08.432>lot <00:18:08.520>of

00:18:10.310 --> 00:18:10.320 align:start position:0%
<00:18:10.310>and <00:18:10.311>they <00:18:10.312>said <00:18:10.313>well <00:18:10.314>cobalt <00:18:10.315>has <00:18:10.316>a <00:18:10.317>lot <00:18:10.319>of

00:18:10.320 --> 00:18:13.270 align:start position:0%
<00:18:10.320>and <00:18:10.397>they <00:18:10.475>said <00:18:10.553>well <00:18:10.631>cobalt <00:18:10.708>has <00:18:10.786>a <00:18:10.864>lot <00:18:10.942>of <00:18:11.020>files <00:18:11.097>a <00:18:11.175>lot <00:18:11.253>of <00:18:11.331>uh <00:18:11.408>lines <00:18:11.486>of <00:18:11.564>code <00:18:11.642>so <00:18:11.720>it

00:18:13.270 --> 00:18:13.280 align:start position:0%
<00:18:13.270>files <00:18:13.271>a <00:18:13.272>lot <00:18:13.273>of <00:18:13.274>uh <00:18:13.275>lines <00:18:13.276>of <00:18:13.277>code <00:18:13.278>so <00:18:13.279>it

00:18:13.280 --> 00:18:15.669 align:start position:0%
<00:18:13.280>files <00:18:13.373>a <00:18:13.466>lot <00:18:13.560>of <00:18:13.653>uh <00:18:13.746>lines <00:18:13.840>of <00:18:13.933>code <00:18:14.026>so <00:18:14.120>it <00:18:14.213>might <00:18:14.306>overflow <00:18:14.399>the <00:18:14.493>LLM <00:18:14.586>context <00:18:14.680>or

00:18:15.669 --> 00:18:15.679 align:start position:0%
<00:18:15.669>might <00:18:15.670>overflow <00:18:15.672>the <00:18:15.674>LLM <00:18:15.676>context <00:18:15.678>or

00:18:15.679 --> 00:18:18.150 align:start position:0%
<00:18:15.679>might <00:18:15.819>overflow <00:18:15.959>the <00:18:16.099>LLM <00:18:16.239>context <00:18:16.379>or <00:18:16.519>context <00:18:16.659>window <00:18:16.799>it <00:18:16.939>might <00:18:17.079>hallucinate

00:18:18.150 --> 00:18:18.160 align:start position:0%
<00:18:18.150>context <00:18:18.152>window <00:18:18.154>it <00:18:18.156>might <00:18:18.159>hallucinate

00:18:18.160 --> 00:18:19.909 align:start position:0%
<00:18:18.160>context <00:18:18.276>window <00:18:18.393>it <00:18:18.510>might <00:18:18.626>hallucinate <00:18:18.743>um <00:18:18.860>so <00:18:18.976>yeah <00:18:19.093>we <00:18:19.210>need <00:18:19.326>to <00:18:19.443>modernize <00:18:19.560>the

00:18:19.909 --> 00:18:19.919 align:start position:0%
<00:18:19.909>um <00:18:19.910>so <00:18:19.911>yeah <00:18:19.912>we <00:18:19.914>need <00:18:19.915>to <00:18:19.916>modernize <00:18:19.918>the

00:18:19.919 --> 00:18:22.150 align:start position:0%
<00:18:19.919>um <00:18:20.019>so <00:18:20.119>yeah <00:18:20.219>we <00:18:20.319>need <00:18:20.419>to <00:18:20.519>modernize <00:18:20.619>the <00:18:20.719>source <00:18:20.819>code <00:18:20.919>first <00:18:21.019>before <00:18:21.119>we <00:18:21.219>can <00:18:21.319>actually

00:18:22.150 --> 00:18:22.160 align:start position:0%
<00:18:22.150>source <00:18:22.151>code <00:18:22.153>first <00:18:22.154>before <00:18:22.156>we <00:18:22.157>can <00:18:22.159>actually

00:18:22.160 --> 00:18:25.430 align:start position:0%
<00:18:22.160>source <00:18:22.267>code <00:18:22.375>first <00:18:22.483>before <00:18:22.590>we <00:18:22.698>can <00:18:22.806>actually <00:18:22.913>modernize <00:18:23.021>it <00:18:23.129>or <00:18:23.236>followed <00:18:23.344>by <00:18:23.452>there's <00:18:23.560>no

00:18:25.430 --> 00:18:25.440 align:start position:0%
<00:18:25.430>modernize <00:18:25.431>it <00:18:25.433>or <00:18:25.434>followed <00:18:25.436>by <00:18:25.437>there's <00:18:25.439>no

00:18:25.440 --> 00:18:27.750 align:start position:0%
<00:18:25.440>modernize <00:18:25.556>it <00:18:25.673>or <00:18:25.790>followed <00:18:25.906>by <00:18:26.023>there's <00:18:26.140>no <00:18:26.256>CI/CD <00:18:26.373>and <00:18:26.490>no <00:18:26.606>regression <00:18:26.723>testing <00:18:26.840>attached

00:18:27.750 --> 00:18:27.760 align:start position:0%
<00:18:27.750>CI/CD <00:18:27.751>and <00:18:27.753>no <00:18:27.755>regression <00:18:27.757>testing <00:18:27.759>attached

00:18:27.760 --> 00:18:29.990 align:start position:0%
<00:18:27.760>CI/CD <00:18:27.867>and <00:18:27.975>no <00:18:28.083>regression <00:18:28.190>testing <00:18:28.298>attached <00:18:28.406>to <00:18:28.513>the <00:18:28.621>coal <00:18:28.729>code <00:18:28.836>so <00:18:28.944>we <00:18:29.052>cannot <00:18:29.160>just

00:18:29.990 --> 00:18:30.000 align:start position:0%
<00:18:29.990>to <00:18:29.991>the <00:18:29.992>coal <00:18:29.993>code <00:18:29.995>so <00:18:29.996>we <00:18:29.997>cannot <00:18:29.999>just

00:18:30.000 --> 00:18:32.230 align:start position:0%
<00:18:30.000>to <00:18:30.093>the <00:18:30.186>coal <00:18:30.280>code <00:18:30.373>so <00:18:30.466>we <00:18:30.560>cannot <00:18:30.653>just <00:18:30.746>migrate <00:18:30.840>it <00:18:30.933>using <00:18:31.026>a <00:18:31.120>and <00:18:31.213>hope <00:18:31.306>for <00:18:31.400>the

00:18:32.230 --> 00:18:32.240 align:start position:0%
<00:18:32.230>migrate <00:18:32.231>it <00:18:32.232>using <00:18:32.233>a <00:18:32.235>and <00:18:32.236>hope <00:18:32.237>for <00:18:32.239>the

00:18:32.240 --> 00:18:35.510 align:start position:0%
<00:18:32.240>migrate <00:18:32.340>it <00:18:32.440>using <00:18:32.540>a <00:18:32.640>and <00:18:32.740>hope <00:18:32.840>for <00:18:32.940>the <00:18:33.040>best. <00:18:33.140>It's <00:18:33.240>still <00:18:33.340>the <00:18:33.440>same. <00:18:33.540>Um <00:18:33.640>similarly

00:18:35.510 --> 00:18:35.520 align:start position:0%
<00:18:35.510>best. <00:18:35.511>It's <00:18:35.513>still <00:18:35.514>the <00:18:35.516>same. <00:18:35.517>Um <00:18:35.519>similarly

00:18:35.520 --> 00:18:38.230 align:start position:0%
<00:18:35.520>best. <00:18:35.620>It's <00:18:35.720>still <00:18:35.820>the <00:18:35.920>same. <00:18:36.020>Um <00:18:36.120>similarly <00:18:36.220>to <00:18:36.320>like <00:18:36.420>when <00:18:36.520>I <00:18:36.620>said <00:18:36.720>well <00:18:36.820>the <00:18:36.920>agents

00:18:38.230 --> 00:18:38.240 align:start position:0%
<00:18:38.230>to <00:18:38.231>like <00:18:38.232>when <00:18:38.233>I <00:18:38.235>said <00:18:38.236>well <00:18:38.237>the <00:18:38.239>agents

00:18:38.240 --> 00:18:40.230 align:start position:0%
<00:18:38.240>to <00:18:38.340>like <00:18:38.440>when <00:18:38.540>I <00:18:38.640>said <00:18:38.740>well <00:18:38.840>the <00:18:38.940>agents <00:18:39.040>proposed <00:18:39.140>a <00:18:39.240>migration <00:18:39.340>to <00:18:39.440>Java <00:18:39.540>or <00:18:39.640>to

00:18:40.230 --> 00:18:40.240 align:start position:0%
<00:18:40.230>proposed <00:18:40.231>a <00:18:40.233>migration <00:18:40.234>to <00:18:40.236>Java <00:18:40.237>or <00:18:40.239>to

00:18:40.240 --> 00:18:42.630 align:start position:0%
<00:18:40.240>proposed <00:18:40.347>a <00:18:40.455>migration <00:18:40.563>to <00:18:40.670>Java <00:18:40.778>or <00:18:40.886>to <00:18:40.993>Python <00:18:41.101>the <00:18:41.209>problem <00:18:41.316>is <00:18:41.424>still <00:18:41.532>that <00:18:41.640>the

00:18:42.630 --> 00:18:42.640 align:start position:0%
<00:18:42.630>Python <00:18:42.631>the <00:18:42.633>problem <00:18:42.634>is <00:18:42.636>still <00:18:42.637>that <00:18:42.639>the

00:18:42.640 --> 00:18:44.549 align:start position:0%
<00:18:42.640>Python <00:18:42.767>the <00:18:42.894>problem <00:18:43.021>is <00:18:43.149>still <00:18:43.276>that <00:18:43.403>the <00:18:43.530>mainframe <00:18:43.658>services <00:18:43.785>and <00:18:43.912>the <00:18:44.040>hardware

00:18:44.549 --> 00:18:44.559 align:start position:0%
<00:18:44.549>mainframe <00:18:44.551>services <00:18:44.553>and <00:18:44.555>the <00:18:44.558>hardware

00:18:44.559 --> 00:18:46.230 align:start position:0%
<00:18:44.559>mainframe <00:18:44.675>services <00:18:44.792>and <00:18:44.908>the <00:18:45.025>hardware <00:18:45.142>doesn't <00:18:45.259>go <00:18:45.375>away <00:18:45.492>and <00:18:45.609>we <00:18:45.725>still <00:18:45.842>need <00:18:45.959>to

00:18:46.230 --> 00:18:46.240 align:start position:0%
<00:18:46.230>doesn't <00:18:46.231>go <00:18:46.232>away <00:18:46.233>and <00:18:46.235>we <00:18:46.236>still <00:18:46.237>need <00:18:46.239>to

00:18:46.240 --> 00:18:48.870 align:start position:0%
<00:18:46.240>doesn't <00:18:46.347>go <00:18:46.455>away <00:18:46.563>and <00:18:46.670>we <00:18:46.778>still <00:18:46.886>need <00:18:46.993>to <00:18:47.101>maintain <00:18:47.209>that. <00:18:47.316>Um <00:18:47.424>so <00:18:47.532>from <00:18:47.640>a

00:18:48.870 --> 00:18:48.880 align:start position:0%
<00:18:48.870>maintain <00:18:48.871>that. <00:18:48.873>Um <00:18:48.875>so <00:18:48.877>from <00:18:48.879>a

00:18:48.880 --> 00:18:51.110 align:start position:0%
<00:18:48.880>maintain <00:18:49.020>that. <00:18:49.160>Um <00:18:49.300>so <00:18:49.440>from <00:18:49.580>a <00:18:49.720>recommendation <00:18:49.860>standpoint <00:18:50.000>it <00:18:50.140>was <00:18:50.280>more

00:18:51.110 --> 00:18:51.120 align:start position:0%
<00:18:51.110>recommendation <00:18:51.112>standpoint <00:18:51.114>it <00:18:51.116>was <00:18:51.119>more

00:18:51.120 --> 00:18:53.990 align:start position:0%
<00:18:51.120>recommendation <00:18:51.294>standpoint <00:18:51.469>it <00:18:51.645>was <00:18:51.820>more <00:18:51.995>like <00:18:52.169>using <00:18:52.344>aentic <00:18:52.520>AI

00:18:53.990 --> 00:18:54.000 align:start position:0%
<00:18:53.990>like <00:18:53.993>using <00:18:53.996>aentic <00:18:53.999>AI

00:18:54.000 --> 00:18:56.150 align:start position:0%
<00:18:54.000>like <00:18:54.140>using <00:18:54.280>aentic <00:18:54.420>AI <00:18:54.560>uh <00:18:54.700>to <00:18:54.840>learn <00:18:54.980>and <00:18:55.120>understand <00:18:55.260>the <00:18:55.400>migration

00:18:56.150 --> 00:18:56.160 align:start position:0%
<00:18:56.150>uh <00:18:56.151>to <00:18:56.153>learn <00:18:56.154>and <00:18:56.156>understand <00:18:56.157>the <00:18:56.159>migration

00:18:56.160 --> 00:18:58.950 align:start position:0%
<00:18:56.160>uh <00:18:56.276>to <00:18:56.393>learn <00:18:56.510>and <00:18:56.626>understand <00:18:56.743>the <00:18:56.860>migration <00:18:56.976>strategies <00:18:57.093>and <00:18:57.210>then <00:18:57.326>first <00:18:57.443>optimize <00:18:57.560>the

00:18:58.950 --> 00:18:58.960 align:start position:0%
<00:18:58.950>strategies <00:18:58.951>and <00:18:58.953>then <00:18:58.955>first <00:18:58.957>optimize <00:18:58.959>the

00:18:58.960 --> 00:19:01.110 align:start position:0%
<00:18:58.960>strategies <00:18:59.087>and <00:18:59.214>then <00:18:59.341>first <00:18:59.469>optimize <00:18:59.596>the <00:18:59.723>environment <00:18:59.850>and <00:18:59.978>then <00:19:00.105>start <00:19:00.232>off <00:19:00.360>with

00:19:01.110 --> 00:19:01.120 align:start position:0%
<00:19:01.110>environment <00:19:01.111>and <00:19:01.113>then <00:19:01.115>start <00:19:01.117>off <00:19:01.119>with

00:19:01.120 --> 00:19:03.590 align:start position:0%
<00:19:01.120>environment <00:19:01.353>and <00:19:01.586>then <00:19:01.820>start <00:19:02.053>off <00:19:02.286>with <00:19:02.520>migration.

00:19:03.590 --> 00:19:03.600 align:start position:0%
migration.

00:19:03.600 --> 00:19:07.190 align:start position:0%
<00:19:03.600>migration. <00:19:03.833>Um <00:19:04.066>we <00:19:04.300>can <00:19:04.533>try <00:19:04.766>that <00:19:05.000>out.

00:19:07.190 --> 00:19:07.200 align:start position:0%
<00:19:07.190>Um <00:19:07.191>we <00:19:07.193>can <00:19:07.195>try <00:19:07.197>that <00:19:07.199>out.

00:19:07.200 --> 00:19:11.430 align:start position:0%
<00:19:07.200>Um <00:19:07.307>we <00:19:07.415>can <00:19:07.523>try <00:19:07.630>that <00:19:07.738>out. <00:19:07.846>So <00:19:07.953>I <00:19:08.061>do <00:19:08.169>have <00:19:08.276>some <00:19:08.384>cobalt <00:19:08.492>code <00:19:08.600>around

00:19:11.430 --> 00:19:11.440 align:start position:0%
<00:19:11.430>So <00:19:11.431>I <00:19:11.432>do <00:19:11.433>have <00:19:11.435>some <00:19:11.436>cobalt <00:19:11.437>code <00:19:11.439>around

00:19:11.440 --> 00:19:13.830 align:start position:0%
<00:19:11.440>So <00:19:11.595>I <00:19:11.751>do <00:19:11.906>have <00:19:12.062>some <00:19:12.217>cobalt <00:19:12.373>code <00:19:12.528>around <00:19:12.684>which <00:19:12.840>is

00:19:13.830 --> 00:19:13.840 align:start position:0%
<00:19:13.830>which <00:19:13.839>is

00:19:13.840 --> 00:19:17.510 align:start position:0%
<00:19:13.840>which <00:19:14.306>is <00:19:14.773>over <00:19:15.240>here.

00:19:17.520 --> 00:19:21.909 align:start position:0%
<00:19:17.520>And <00:19:17.675>the <00:19:17.831>first <00:19:17.986>thing <00:19:18.142>we <00:19:18.297>can <00:19:18.453>do <00:19:18.608>is <00:19:18.764>to <00:19:18.920>ask

00:19:21.909 --> 00:19:21.919 align:start position:0%
<00:19:21.909>And <00:19:21.910>the <00:19:21.911>first <00:19:21.912>thing <00:19:21.913>we <00:19:21.914>can <00:19:21.915>do <00:19:21.916>is <00:19:21.917>to <00:19:21.918>ask

00:19:21.919 --> 00:19:24.230 align:start position:0%
<00:19:21.919>And <00:19:22.035>the <00:19:22.152>first <00:19:22.269>thing <00:19:22.385>we <00:19:22.502>can <00:19:22.619>do <00:19:22.735>is <00:19:22.852>to <00:19:22.969>ask <00:19:23.085>what <00:19:23.202>it <00:19:23.319>does.

00:19:24.230 --> 00:19:24.240 align:start position:0%
<00:19:24.230>what <00:19:24.234>it <00:19:24.239>does.

00:19:24.240 --> 00:19:26.390 align:start position:0%
<00:19:24.240>what <00:19:24.395>it <00:19:24.551>does. <00:19:24.706>Let's <00:19:24.862>see. <00:19:25.017>Yeah, <00:19:25.173>this <00:19:25.328>is <00:19:25.484>the <00:19:25.640>coal

00:19:26.390 --> 00:19:26.400 align:start position:0%
<00:19:26.390>Let's <00:19:26.391>see. <00:19:26.393>Yeah, <00:19:26.394>this <00:19:26.396>is <00:19:26.397>the <00:19:26.399>coal

00:19:26.400 --> 00:19:28.950 align:start position:0%
<00:19:26.400>Let's <00:19:26.507>see. <00:19:26.615>Yeah, <00:19:26.723>this <00:19:26.830>is <00:19:26.938>the <00:19:27.046>coal <00:19:27.153>version. <00:19:27.261>This <00:19:27.369>time <00:19:27.476>we <00:19:27.584>will <00:19:27.692>be <00:19:27.800>using

00:19:28.950 --> 00:19:28.960 align:start position:0%
<00:19:28.950>version. <00:19:28.951>This <00:19:28.953>time <00:19:28.954>we <00:19:28.956>will <00:19:28.957>be <00:19:28.959>using

00:19:28.960 --> 00:19:33.350 align:start position:0%
<00:19:28.960>version. <00:19:29.053>This <00:19:29.146>time <00:19:29.240>we <00:19:29.333>will <00:19:29.426>be <00:19:29.520>using <00:19:29.613>cloud <00:19:29.706>again <00:19:29.800>to <00:19:29.893>make <00:19:29.986>it <00:19:30.080>a <00:19:30.173>fair <00:19:30.266>use <00:19:30.360>usage

00:19:33.350 --> 00:19:33.360 align:start position:0%
<00:19:33.350>cloud <00:19:33.351>again <00:19:33.352>to <00:19:33.353>make <00:19:33.354>it <00:19:33.355>a <00:19:33.356>fair <00:19:33.357>use <00:19:33.359>usage

00:19:33.360 --> 00:19:39.430 align:start position:0%
<00:19:33.360>cloud <00:19:33.459>again <00:19:33.560>to <00:19:33.659>make <00:19:33.760>it <00:19:33.860>a <00:19:33.959>fair <00:19:34.060>use <00:19:34.159>usage <00:19:34.260>and <00:19:34.360>the <00:19:34.459>Wi-Fi <00:19:34.560>is <00:19:34.659>working. <00:19:34.760>Yes.

00:19:39.440 --> 00:19:42.150 align:start position:0%
<00:19:39.440>So <00:19:39.595>yeah, <00:19:39.751>I <00:19:39.906>mean <00:19:40.062>I <00:19:40.217>do <00:19:40.373>know <00:19:40.528>what <00:19:40.684>it <00:19:40.840>does,

00:19:42.150 --> 00:19:42.160 align:start position:0%
<00:19:42.150>So <00:19:42.151>yeah, <00:19:42.152>I <00:19:42.153>mean <00:19:42.154>I <00:19:42.155>do <00:19:42.156>know <00:19:42.157>what <00:19:42.158>it <00:19:42.159>does,

00:19:42.160 --> 00:19:44.710 align:start position:0%
<00:19:42.160>So <00:19:42.242>yeah, <00:19:42.324>I <00:19:42.407>mean <00:19:42.489>I <00:19:42.571>do <00:19:42.654>know <00:19:42.736>what <00:19:42.818>it <00:19:42.901>does, <00:19:42.983>but <00:19:43.065>let's <00:19:43.148>pretend <00:19:43.230>we <00:19:43.312>don't <00:19:43.395>know <00:19:43.477>it <00:19:43.560>yet.

00:19:44.710 --> 00:19:44.720 align:start position:0%
<00:19:44.710>but <00:19:44.711>let's <00:19:44.712>pretend <00:19:44.713>we <00:19:44.715>don't <00:19:44.716>know <00:19:44.717>it <00:19:44.719>yet.

00:19:44.720 --> 00:19:48.390 align:start position:0%
<00:19:44.720>but <00:19:44.802>let's <00:19:44.884>pretend <00:19:44.967>we <00:19:45.049>don't <00:19:45.131>know <00:19:45.214>it <00:19:45.296>yet. <00:19:45.378>we <00:19:45.461>can <00:19:45.543>use <00:19:45.625>that <00:19:45.708>as <00:19:45.790>a <00:19:45.872>way <00:19:45.955>um <00:19:46.037>to <00:19:46.120>document

00:19:48.390 --> 00:19:48.400 align:start position:0%
<00:19:48.390>we <00:19:48.391>can <00:19:48.392>use <00:19:48.393>that <00:19:48.394>as <00:19:48.395>a <00:19:48.396>way <00:19:48.397>um <00:19:48.398>to <00:19:48.399>document

00:19:48.400 --> 00:19:50.789 align:start position:0%
<00:19:48.400>we <00:19:48.487>can <00:19:48.575>use <00:19:48.662>that <00:19:48.750>as <00:19:48.837>a <00:19:48.925>way <00:19:49.012>um <00:19:49.100>to <00:19:49.187>document <00:19:49.275>and <00:19:49.362>do <00:19:49.450>an <00:19:49.537>inventory <00:19:49.625>um <00:19:49.712>of <00:19:49.800>what's

00:19:50.789 --> 00:19:50.799 align:start position:0%
<00:19:50.789>and <00:19:50.790>do <00:19:50.792>an <00:19:50.793>inventory <00:19:50.795>um <00:19:50.796>of <00:19:50.798>what's

00:19:50.799 --> 00:19:53.590 align:start position:0%
<00:19:50.799>and <00:19:50.999>do <00:19:51.199>an <00:19:51.399>inventory <00:19:51.599>um <00:19:51.799>of <00:19:51.999>what's <00:19:52.199>possible

00:19:53.590 --> 00:19:53.600 align:start position:0%
possible

00:19:53.600 --> 00:19:56.150 align:start position:0%
<00:19:53.600>possible <00:19:55.000>and

00:19:56.150 --> 00:19:56.160 align:start position:0%
and

00:19:56.160 --> 00:20:02.230 align:start position:0%
<00:19:56.160>and <00:19:56.393>I <00:19:56.626>can <00:19:56.860>put <00:19:57.093>that <00:19:57.326>in <00:19:57.560>background.

00:20:02.240 --> 00:20:03.750 align:start position:0%
Um

00:20:03.750 --> 00:20:03.760 align:start position:0%
Um

00:20:03.760 --> 00:20:05.669 align:start position:0%
<00:20:03.760>Um <00:20:03.900>the <00:20:04.040>other <00:20:04.180>thing <00:20:04.320>I <00:20:04.460>can <00:20:04.600>do <00:20:04.740>is <00:20:04.879>like <00:20:05.020>I <00:20:05.160>can

00:20:05.669 --> 00:20:05.679 align:start position:0%
<00:20:05.669>the <00:20:05.670>other <00:20:05.671>thing <00:20:05.672>I <00:20:05.673>can <00:20:05.674>do <00:20:05.675>is <00:20:05.676>like <00:20:05.677>I <00:20:05.678>can

00:20:05.679 --> 00:20:09.990 align:start position:0%
<00:20:05.679>the <00:20:05.756>other <00:20:05.834>thing <00:20:05.912>I <00:20:05.990>can <00:20:06.067>do <00:20:06.145>is <00:20:06.223>like <00:20:06.301>I <00:20:06.379>can <00:20:06.456>ask <00:20:06.534>it <00:20:06.612>what <00:20:06.690>are <00:20:06.767>the <00:20:06.845>risks <00:20:06.923>to <00:20:07.001>propose <00:20:07.079>or

00:20:09.990 --> 00:20:10.000 align:start position:0%
<00:20:09.990>ask <00:20:09.991>it <00:20:09.992>what <00:20:09.993>are <00:20:09.994>the <00:20:09.995>risks <00:20:09.996>to <00:20:09.997>propose <00:20:09.999>or

00:20:10.000 --> 00:20:12.310 align:start position:0%
<00:20:10.000>ask <00:20:10.093>it <00:20:10.186>what <00:20:10.280>are <00:20:10.373>the <00:20:10.466>risks <00:20:10.560>to <00:20:10.653>propose <00:20:10.746>or <00:20:10.840>propose <00:20:10.933>a <00:20:11.026>migration <00:20:11.120>to <00:20:11.213>Java <00:20:11.306>for <00:20:11.400>example

00:20:12.310 --> 00:20:12.320 align:start position:0%
<00:20:12.310>propose <00:20:12.311>a <00:20:12.312>migration <00:20:12.314>to <00:20:12.316>Java <00:20:12.317>for <00:20:12.319>example

00:20:12.320 --> 00:20:14.950 align:start position:0%
<00:20:12.320>propose <00:20:12.407>a <00:20:12.495>migration <00:20:12.582>to <00:20:12.669>Java <00:20:12.757>for <00:20:12.845>example <00:20:12.932>or <00:20:13.020>Python <00:20:13.107>or <00:20:13.195>just <00:20:13.282>let <00:20:13.370>it <00:20:13.457>come <00:20:13.544>up <00:20:13.632>with <00:20:13.720>a

00:20:14.950 --> 00:20:14.960 align:start position:0%
<00:20:14.950>or <00:20:14.951>Python <00:20:14.952>or <00:20:14.953>just <00:20:14.954>let <00:20:14.955>it <00:20:14.956>come <00:20:14.957>up <00:20:14.958>with <00:20:14.959>a

00:20:14.960 --> 00:20:18.230 align:start position:0%
<00:20:14.960>or <00:20:15.042>Python <00:20:15.124>or <00:20:15.207>just <00:20:15.289>let <00:20:15.371>it <00:20:15.454>come <00:20:15.536>up <00:20:15.618>with <00:20:15.701>a <00:20:15.783>language <00:20:15.865>that <00:20:15.948>it <00:20:16.030>thinks <00:20:16.112>it's <00:20:16.195>good <00:20:16.277>at. <00:20:16.360>Um

00:20:18.230 --> 00:20:18.240 align:start position:0%
<00:20:18.230>language <00:20:18.231>that <00:20:18.232>it <00:20:18.233>thinks <00:20:18.235>it's <00:20:18.236>good <00:20:18.237>at. <00:20:18.239>Um

00:20:18.240 --> 00:20:20.710 align:start position:0%
<00:20:18.240>language <00:20:18.333>that <00:20:18.426>it <00:20:18.520>thinks <00:20:18.613>it's <00:20:18.706>good <00:20:18.800>at. <00:20:18.893>Um <00:20:18.986>if <00:20:19.080>you <00:20:19.173>test <00:20:19.266>it <00:20:19.360>with <00:20:19.453>an <00:20:19.546>LLM <00:20:19.640>like

00:20:20.710 --> 00:20:20.720 align:start position:0%
<00:20:20.710>if <00:20:20.711>you <00:20:20.712>test <00:20:20.713>it <00:20:20.715>with <00:20:20.716>an <00:20:20.717>LLM <00:20:20.719>like

00:20:20.720 --> 00:20:23.830 align:start position:0%
<00:20:20.720>if <00:20:20.813>you <00:20:20.906>test <00:20:21.000>it <00:20:21.093>with <00:20:21.186>an <00:20:21.280>LLM <00:20:21.373>like <00:20:21.466>Enthropic <00:20:21.560>Fable <00:20:21.653>5 <00:20:21.746>it <00:20:21.840>knows <00:20:21.933>a <00:20:22.026>lot <00:20:22.120>more

00:20:23.830 --> 00:20:23.840 align:start position:0%
<00:20:23.830>Enthropic <00:20:23.831>Fable <00:20:23.832>5 <00:20:23.833>it <00:20:23.835>knows <00:20:23.836>a <00:20:23.837>lot <00:20:23.839>more

00:20:23.840 --> 00:20:26.710 align:start position:0%
<00:20:23.840>Enthropic <00:20:23.933>Fable <00:20:24.026>5 <00:20:24.120>it <00:20:24.213>knows <00:20:24.306>a <00:20:24.399>lot <00:20:24.493>more <00:20:24.586>than <00:20:24.679>Opus <00:20:24.773>or <00:20:24.866>Sonet. <00:20:24.959>Um <00:20:25.053>so <00:20:25.146>it <00:20:25.240>really

00:20:26.710 --> 00:20:26.720 align:start position:0%
<00:20:26.710>than <00:20:26.711>Opus <00:20:26.712>or <00:20:26.713>Sonet. <00:20:26.715>Um <00:20:26.716>so <00:20:26.717>it <00:20:26.719>really

00:20:26.720 --> 00:20:29.990 align:start position:0%
<00:20:26.720>than <00:20:26.813>Opus <00:20:26.906>or <00:20:27.000>Sonet. <00:20:27.093>Um <00:20:27.186>so <00:20:27.280>it <00:20:27.373>really <00:20:27.466>depends <00:20:27.560>on <00:20:27.653>how <00:20:27.746>much <00:20:27.840>yeah <00:20:27.933>how <00:20:28.026>much <00:20:28.120>money

00:20:29.990 --> 00:20:30.000 align:start position:0%
<00:20:29.990>depends <00:20:29.991>on <00:20:29.992>how <00:20:29.993>much <00:20:29.995>yeah <00:20:29.996>how <00:20:29.997>much <00:20:29.999>money

00:20:30.000 --> 00:20:32.070 align:start position:0%
<00:20:30.000>depends <00:20:30.100>on <00:20:30.200>how <00:20:30.300>much <00:20:30.400>yeah <00:20:30.500>how <00:20:30.600>much <00:20:30.700>money <00:20:30.800>I <00:20:30.900>have <00:20:31.000>to <00:20:31.100>invest <00:20:31.200>into <00:20:31.300>the <00:20:31.400>modern

00:20:32.070 --> 00:20:32.080 align:start position:0%
<00:20:32.070>I <00:20:32.071>have <00:20:32.072>to <00:20:32.074>invest <00:20:32.076>into <00:20:32.077>the <00:20:32.079>modern

00:20:32.080 --> 00:20:35.510 align:start position:0%
<00:20:32.080>I <00:20:32.196>have <00:20:32.313>to <00:20:32.429>invest <00:20:32.546>into <00:20:32.663>the <00:20:32.780>modern <00:20:32.896>modernization <00:20:33.013>strategy. <00:20:33.129>Um <00:20:33.246>I <00:20:33.363>think <00:20:33.480>for

00:20:35.510 --> 00:20:35.520 align:start position:0%
<00:20:35.510>modernization <00:20:35.511>strategy. <00:20:35.513>Um <00:20:35.515>I <00:20:35.517>think <00:20:35.519>for

00:20:35.520 --> 00:20:37.510 align:start position:0%
<00:20:35.520>modernization <00:20:35.647>strategy. <00:20:35.774>Um <00:20:35.901>I <00:20:36.029>think <00:20:36.156>for <00:20:36.283>getting <00:20:36.410>a <00:20:36.538>better <00:20:36.665>understanding <00:20:36.792>of <00:20:36.920>of

00:20:37.510 --> 00:20:37.520 align:start position:0%
<00:20:37.510>getting <00:20:37.511>a <00:20:37.513>better <00:20:37.515>understanding <00:20:37.517>of <00:20:37.519>of

00:20:37.520 --> 00:20:39.669 align:start position:0%
<00:20:37.520>getting <00:20:37.647>a <00:20:37.774>better <00:20:37.901>understanding <00:20:38.029>of <00:20:38.156>of <00:20:38.283>things <00:20:38.410>start <00:20:38.538>with <00:20:38.665>the <00:20:38.792>smaller <00:20:38.920>models

00:20:39.669 --> 00:20:39.679 align:start position:0%
<00:20:39.669>things <00:20:39.670>start <00:20:39.672>with <00:20:39.674>the <00:20:39.676>smaller <00:20:39.678>models

00:20:39.679 --> 00:20:42.470 align:start position:0%
<00:20:39.679>things <00:20:39.779>start <00:20:39.879>with <00:20:39.979>the <00:20:40.079>smaller <00:20:40.179>models <00:20:40.279>first <00:20:40.379>and <00:20:40.479>then <00:20:40.579>only <00:20:40.679>like <00:20:40.779>scale <00:20:40.879>it <00:20:40.979>out <00:20:41.079>if

00:20:42.470 --> 00:20:42.480 align:start position:0%
<00:20:42.470>first <00:20:42.471>and <00:20:42.472>then <00:20:42.473>only <00:20:42.474>like <00:20:42.475>scale <00:20:42.476>it <00:20:42.477>out <00:20:42.479>if

00:20:42.480 --> 00:20:44.950 align:start position:0%
<00:20:42.480>first <00:20:42.567>and <00:20:42.655>then <00:20:42.742>only <00:20:42.830>like <00:20:42.917>scale <00:20:43.005>it <00:20:43.092>out <00:20:43.180>if <00:20:43.267>there's <00:20:43.355>really <00:20:43.442>a <00:20:43.530>plan <00:20:43.617>that <00:20:43.705>should <00:20:43.792>be <00:20:43.880>uh

00:20:44.950 --> 00:20:44.960 align:start position:0%
<00:20:44.950>there's <00:20:44.951>really <00:20:44.952>a <00:20:44.953>plan <00:20:44.955>that <00:20:44.956>should <00:20:44.957>be <00:20:44.959>uh

00:20:44.960 --> 00:20:46.870 align:start position:0%
<00:20:44.960>there's <00:20:45.076>really <00:20:45.193>a <00:20:45.310>plan <00:20:45.426>that <00:20:45.543>should <00:20:45.660>be <00:20:45.776>uh <00:20:45.893>implemented <00:20:46.010>for <00:20:46.126>example <00:20:46.243>in <00:20:46.360>background

00:20:46.870 --> 00:20:46.880 align:start position:0%
<00:20:46.870>implemented <00:20:46.872>for <00:20:46.874>example <00:20:46.876>in <00:20:46.879>background

00:20:46.880 --> 00:20:51.590 align:start position:0%
<00:20:46.880>implemented <00:20:47.007>for <00:20:47.134>example <00:20:47.261>in <00:20:47.389>background <00:20:47.516>jobs <00:20:47.643>over <00:20:47.770>over <00:20:47.898>hours <00:20:48.025>or <00:20:48.152>over <00:20:48.280>days.

00:20:51.590 --> 00:20:51.600 align:start position:0%
<00:20:51.590>jobs <00:20:51.591>over <00:20:51.592>over <00:20:51.594>hours <00:20:51.596>or <00:20:51.597>over <00:20:51.599>days.

00:20:51.600 --> 00:20:55.830 align:start position:0%
<00:20:51.600>jobs <00:20:51.707>over <00:20:51.815>over <00:20:51.923>hours <00:20:52.030>or <00:20:52.138>over <00:20:52.246>days. <00:20:52.353>For <00:20:52.461>some <00:20:52.569>reason, <00:20:52.676>it's <00:20:52.784>thinking <00:20:52.892>too <00:20:53.000>much.

00:20:55.830 --> 00:20:55.840 align:start position:0%
<00:20:55.830>For <00:20:55.831>some <00:20:55.832>reason, <00:20:55.834>it's <00:20:55.836>thinking <00:20:55.837>too <00:20:55.839>much.

00:20:55.840 --> 00:20:57.990 align:start position:0%
<00:20:55.840>For <00:20:55.939>some <00:20:56.040>reason, <00:20:56.139>it's <00:20:56.240>thinking <00:20:56.340>too <00:20:56.439>much. <00:20:56.540>Maybe <00:20:56.639>I <00:20:56.740>need <00:20:56.840>need <00:20:56.939>to <00:20:57.040>cheat <00:20:57.139>with <00:20:57.240>the

00:20:57.990 --> 00:20:58.000 align:start position:0%
<00:20:57.990>Maybe <00:20:57.991>I <00:20:57.992>need <00:20:57.993>need <00:20:57.995>to <00:20:57.996>cheat <00:20:57.997>with <00:20:57.999>the

00:20:58.000 --> 00:21:00.789 align:start position:0%
<00:20:58.000>Maybe <00:20:58.175>I <00:20:58.350>need <00:20:58.525>need <00:20:58.700>to <00:20:58.875>cheat <00:20:59.050>with <00:20:59.225>the <00:20:59.400>screenshot.

00:21:00.789 --> 00:21:00.799 align:start position:0%
screenshot.

00:21:00.799 --> 00:21:07.990 align:start position:0%
<00:21:00.799>screenshot. <00:21:01.079>Let's <00:21:01.359>do <00:21:01.639>the <00:21:01.918>screenshot <00:21:02.199>version.

00:21:08.000 --> 00:21:13.029 align:start position:0%
<00:21:08.000>So, <00:21:08.350>pretending <00:21:08.700>that <00:21:09.050>I <00:21:09.400>asked

00:21:13.029 --> 00:21:13.039 align:start position:0%
<00:21:13.029>So, <00:21:13.031>pretending <00:21:13.033>that <00:21:13.035>I <00:21:13.038>asked

00:21:13.039 --> 00:21:15.350 align:start position:0%
<00:21:13.039>So, <00:21:13.166>pretending <00:21:13.293>that <00:21:13.420>I <00:21:13.548>asked <00:21:13.675>what <00:21:13.802>what <00:21:13.929>could <00:21:14.057>the <00:21:14.184>Java <00:21:14.311>or <00:21:14.439>Python

00:21:15.350 --> 00:21:15.360 align:start position:0%
<00:21:15.350>what <00:21:15.351>what <00:21:15.352>could <00:21:15.354>the <00:21:15.356>Java <00:21:15.357>or <00:21:15.359>Python

00:21:15.360 --> 00:21:18.070 align:start position:0%
<00:21:15.360>what <00:21:15.467>what <00:21:15.575>could <00:21:15.683>the <00:21:15.790>Java <00:21:15.898>or <00:21:16.006>Python <00:21:16.113>migration <00:21:16.221>look <00:21:16.329>like? <00:21:16.436>um <00:21:16.544>and <00:21:16.652>also <00:21:16.760>wanted

00:21:18.070 --> 00:21:18.080 align:start position:0%
<00:21:18.070>migration <00:21:18.071>look <00:21:18.072>like? <00:21:18.074>um <00:21:18.076>and <00:21:18.077>also <00:21:18.079>wanted

00:21:18.080 --> 00:21:20.870 align:start position:0%
<00:21:18.080>migration <00:21:18.173>look <00:21:18.266>like? <00:21:18.360>um <00:21:18.453>and <00:21:18.546>also <00:21:18.639>wanted <00:21:18.733>like <00:21:18.826>to <00:21:18.919>get <00:21:19.013>a <00:21:19.106>summary <00:21:19.199>with <00:21:19.293>a <00:21:19.386>with <00:21:19.480>emoji

00:21:20.870 --> 00:21:20.880 align:start position:0%
<00:21:20.870>like <00:21:20.871>to <00:21:20.872>get <00:21:20.873>a <00:21:20.874>summary <00:21:20.875>with <00:21:20.876>a <00:21:20.877>with <00:21:20.879>emoji

00:21:20.880 --> 00:21:23.430 align:start position:0%
<00:21:20.880>like <00:21:20.973>to <00:21:21.066>get <00:21:21.160>a <00:21:21.253>summary <00:21:21.346>with <00:21:21.440>a <00:21:21.533>with <00:21:21.626>emoji <00:21:21.720>signals. <00:21:21.813>In <00:21:21.906>this <00:21:22.000>case, <00:21:22.093>it <00:21:22.186>was <00:21:22.280>very

00:21:23.430 --> 00:21:23.440 align:start position:0%
<00:21:23.430>signals. <00:21:23.431>In <00:21:23.433>this <00:21:23.434>case, <00:21:23.436>it <00:21:23.437>was <00:21:23.439>very

00:21:23.440 --> 00:21:25.430 align:start position:0%
<00:21:23.440>signals. <00:21:23.556>In <00:21:23.673>this <00:21:23.790>case, <00:21:23.906>it <00:21:24.023>was <00:21:24.140>very <00:21:24.256>confident <00:21:24.373>that <00:21:24.490>the <00:21:24.606>migration <00:21:24.723>would <00:21:24.840>be

00:21:25.430 --> 00:21:25.440 align:start position:0%
<00:21:25.430>confident <00:21:25.431>that <00:21:25.433>the <00:21:25.435>migration <00:21:25.437>would <00:21:25.439>be

00:21:25.440 --> 00:21:27.270 align:start position:0%
<00:21:25.440>confident <00:21:25.556>that <00:21:25.673>the <00:21:25.790>migration <00:21:25.906>would <00:21:26.023>be <00:21:26.140>working. <00:21:26.256>And <00:21:26.373>then <00:21:26.490>I <00:21:26.606>asked, <00:21:26.723>yeah, <00:21:26.840>I'm

00:21:27.270 --> 00:21:27.280 align:start position:0%
<00:21:27.270>working. <00:21:27.271>And <00:21:27.273>then <00:21:27.274>I <00:21:27.276>asked, <00:21:27.277>yeah, <00:21:27.279>I'm

00:21:27.280 --> 00:21:28.950 align:start position:0%
<00:21:27.280>working. <00:21:27.387>And <00:21:27.495>then <00:21:27.603>I <00:21:27.710>asked, <00:21:27.818>yeah, <00:21:27.926>I'm <00:21:28.033>using <00:21:28.141>goto <00:21:28.249>because <00:21:28.356>this <00:21:28.464>is <00:21:28.572>like <00:21:28.680>the

00:21:28.950 --> 00:21:28.960 align:start position:0%
<00:21:28.950>using <00:21:28.951>goto <00:21:28.953>because <00:21:28.954>this <00:21:28.956>is <00:21:28.957>like <00:21:28.959>the

00:21:28.960 --> 00:21:32.549 align:start position:0%
<00:21:28.960>using <00:21:29.067>goto <00:21:29.175>because <00:21:29.283>this <00:21:29.390>is <00:21:29.498>like <00:21:29.606>the <00:21:29.713>standard <00:21:29.821>champ <00:21:29.929>jump <00:21:30.036>mechanism. <00:21:30.144>Um <00:21:30.252>and <00:21:30.360>it

00:21:32.549 --> 00:21:32.559 align:start position:0%
<00:21:32.549>standard <00:21:32.550>champ <00:21:32.552>jump <00:21:32.553>mechanism. <00:21:32.555>Um <00:21:32.556>and <00:21:32.558>it

00:21:32.559 --> 00:21:34.149 align:start position:0%
<00:21:32.559>standard <00:21:32.675>champ <00:21:32.792>jump <00:21:32.908>mechanism. <00:21:33.025>Um <00:21:33.142>and <00:21:33.259>it <00:21:33.375>told <00:21:33.492>me, <00:21:33.609>well, <00:21:33.725>this <00:21:33.842>is <00:21:33.959>something

00:21:34.149 --> 00:21:34.159 align:start position:0%
<00:21:34.149>told <00:21:34.150>me, <00:21:34.152>well, <00:21:34.154>this <00:21:34.156>is <00:21:34.158>something

00:21:34.159 --> 00:21:36.789 align:start position:0%
<00:21:34.159>told <00:21:34.266>me, <00:21:34.374>well, <00:21:34.482>this <00:21:34.589>is <00:21:34.697>something <00:21:34.805>actually <00:21:34.912>to <00:21:35.020>look <00:21:35.128>at. <00:21:35.235>So <00:21:35.343>my <00:21:35.451>instinct <00:21:35.559>was

00:21:36.789 --> 00:21:36.799 align:start position:0%
<00:21:36.789>actually <00:21:36.790>to <00:21:36.791>look <00:21:36.792>at. <00:21:36.794>So <00:21:36.795>my <00:21:36.796>instinct <00:21:36.798>was

00:21:36.799 --> 00:21:40.149 align:start position:0%
<00:21:36.799>actually <00:21:36.892>to <00:21:36.985>look <00:21:37.079>at. <00:21:37.172>So <00:21:37.265>my <00:21:37.359>instinct <00:21:37.452>was <00:21:37.545>right <00:21:37.639>again. <00:21:37.732>um <00:21:37.825>and <00:21:37.918>the <00:21:38.012>agent <00:21:38.105>just <00:21:38.199>like

00:21:40.149 --> 00:21:40.159 align:start position:0%
<00:21:40.149>right <00:21:40.150>again. <00:21:40.151>um <00:21:40.152>and <00:21:40.154>the <00:21:40.155>agent <00:21:40.156>just <00:21:40.158>like

00:21:40.159 --> 00:21:44.870 align:start position:0%
<00:21:40.159>right <00:21:40.246>again. <00:21:40.334>um <00:21:40.421>and <00:21:40.509>the <00:21:40.596>agent <00:21:40.684>just <00:21:40.771>like <00:21:40.859>agreed <00:21:40.946>on <00:21:41.034>on <00:21:41.121>my <00:21:41.209>opinion <00:21:41.296>and <00:21:41.384>um <00:21:41.471>I <00:21:41.559>can

00:21:44.870 --> 00:21:44.880 align:start position:0%
<00:21:44.870>agreed <00:21:44.871>on <00:21:44.872>on <00:21:44.873>my <00:21:44.874>opinion <00:21:44.875>and <00:21:44.876>um <00:21:44.877>I <00:21:44.879>can

00:21:44.880 --> 00:21:46.789 align:start position:0%
<00:21:44.880>agreed <00:21:44.973>on <00:21:45.066>on <00:21:45.160>my <00:21:45.253>opinion <00:21:45.346>and <00:21:45.440>um <00:21:45.533>I <00:21:45.626>can <00:21:45.720>then <00:21:45.813>plan <00:21:45.906>or <00:21:46.000>move <00:21:46.093>forward <00:21:46.186>with <00:21:46.280>the

00:21:46.789 --> 00:21:46.799 align:start position:0%
<00:21:46.789>then <00:21:46.790>plan <00:21:46.792>or <00:21:46.793>move <00:21:46.795>forward <00:21:46.796>with <00:21:46.798>the

00:21:46.799 --> 00:21:48.789 align:start position:0%
<00:21:46.799>then <00:21:46.999>plan <00:21:47.199>or <00:21:47.399>move <00:21:47.599>forward <00:21:47.799>with <00:21:47.999>the <00:21:48.199>decisions.

00:21:48.789 --> 00:21:48.799 align:start position:0%
decisions.

00:21:48.799 --> 00:21:52.470 align:start position:0%
<00:21:48.799>decisions. <00:21:48.974>Um <00:21:49.149>last <00:21:49.324>but <00:21:49.499>not <00:21:49.674>least, <00:21:49.849>I've <00:21:50.024>also <00:21:50.199>wanted

00:21:52.470 --> 00:21:52.480 align:start position:0%
<00:21:52.470>Um <00:21:52.471>last <00:21:52.472>but <00:21:52.473>not <00:21:52.475>least, <00:21:52.476>I've <00:21:52.477>also <00:21:52.479>wanted

00:21:52.480 --> 00:21:55.029 align:start position:0%
<00:21:52.480>Um <00:21:52.580>last <00:21:52.680>but <00:21:52.780>not <00:21:52.880>least, <00:21:52.980>I've <00:21:53.080>also <00:21:53.180>wanted <00:21:53.280>to <00:21:53.380>have <00:21:53.480>a <00:21:53.580>short <00:21:53.680>look <00:21:53.780>into <00:21:53.880>Rust

00:21:55.029 --> 00:21:55.039 align:start position:0%
<00:21:55.029>to <00:21:55.030>have <00:21:55.032>a <00:21:55.033>short <00:21:55.035>look <00:21:55.036>into <00:21:55.038>Rust

00:21:55.039 --> 00:21:57.990 align:start position:0%
<00:21:55.039>to <00:21:55.146>have <00:21:55.254>a <00:21:55.362>short <00:21:55.469>look <00:21:55.577>into <00:21:55.685>Rust <00:21:55.792>specifically <00:21:55.900>as <00:21:56.008>a <00:21:56.115>control <00:21:56.223>unit. <00:21:56.331>Um <00:21:56.439>and

00:21:57.990 --> 00:21:58.000 align:start position:0%
<00:21:57.990>specifically <00:21:57.991>as <00:21:57.993>a <00:21:57.994>control <00:21:57.996>unit. <00:21:57.997>Um <00:21:57.999>and

00:21:58.000 --> 00:22:00.710 align:start position:0%
<00:21:58.000>specifically <00:21:58.116>as <00:21:58.233>a <00:21:58.350>control <00:21:58.466>unit. <00:21:58.583>Um <00:21:58.700>and <00:21:58.816>when <00:21:58.933>modernization <00:21:59.050>might <00:21:59.166>look <00:21:59.283>good, <00:21:59.400>but

00:22:00.710 --> 00:22:00.720 align:start position:0%
<00:22:00.710>when <00:22:00.711>modernization <00:22:00.713>might <00:22:00.715>look <00:22:00.717>good, <00:22:00.719>but

00:22:00.720 --> 00:22:02.950 align:start position:0%
<00:22:00.720>when <00:22:00.847>modernization <00:22:00.974>might <00:22:01.101>look <00:22:01.229>good, <00:22:01.356>but <00:22:01.483>it's <00:22:01.610>actually <00:22:01.738>not <00:22:01.865>really <00:22:01.992>possible. <00:22:02.120>Um

00:22:02.950 --> 00:22:02.960 align:start position:0%
<00:22:02.950>it's <00:22:02.951>actually <00:22:02.953>not <00:22:02.955>really <00:22:02.957>possible. <00:22:02.959>Um

00:22:02.960 --> 00:22:05.830 align:start position:0%
<00:22:02.960>it's <00:22:03.076>actually <00:22:03.193>not <00:22:03.310>really <00:22:03.426>possible. <00:22:03.543>Um <00:22:03.660>and <00:22:03.776>this <00:22:03.893>happens <00:22:04.010>when <00:22:04.126>you <00:22:04.243>have <00:22:04.360>embedded

00:22:05.830 --> 00:22:05.840 align:start position:0%
<00:22:05.830>and <00:22:05.831>this <00:22:05.832>happens <00:22:05.834>when <00:22:05.836>you <00:22:05.837>have <00:22:05.839>embedded

00:22:05.840 --> 00:22:08.549 align:start position:0%
<00:22:05.840>and <00:22:05.947>this <00:22:06.055>happens <00:22:06.163>when <00:22:06.270>you <00:22:06.378>have <00:22:06.486>embedded <00:22:06.593>firmware <00:22:06.701>development <00:22:06.809>in <00:22:06.916>C <00:22:07.024>and <00:22:07.132>you <00:22:07.240>come

00:22:08.549 --> 00:22:08.559 align:start position:0%
<00:22:08.549>firmware <00:22:08.550>development <00:22:08.552>in <00:22:08.553>C <00:22:08.555>and <00:22:08.556>you <00:22:08.558>come

00:22:08.559 --> 00:22:11.110 align:start position:0%
<00:22:08.559>firmware <00:22:08.658>development <00:22:08.759>in <00:22:08.859>C <00:22:08.959>and <00:22:09.059>you <00:22:09.158>come <00:22:09.259>to <00:22:09.359>the <00:22:09.459>idea <00:22:09.559>or <00:22:09.658>the <00:22:09.759>conclusion <00:22:09.859>Rust <00:22:09.959>would

00:22:11.110 --> 00:22:11.120 align:start position:0%
<00:22:11.110>to <00:22:11.111>the <00:22:11.112>idea <00:22:11.113>or <00:22:11.115>the <00:22:11.116>conclusion <00:22:11.117>Rust <00:22:11.119>would

00:22:11.120 --> 00:22:13.830 align:start position:0%
<00:22:11.120>to <00:22:11.213>the <00:22:11.306>idea <00:22:11.399>or <00:22:11.493>the <00:22:11.586>conclusion <00:22:11.679>Rust <00:22:11.773>would <00:22:11.866>be <00:22:11.959>nice <00:22:12.053>as <00:22:12.146>a <00:22:12.239>modernization. <00:22:12.333>Um <00:22:12.426>there <00:22:12.520>are

00:22:13.830 --> 00:22:13.840 align:start position:0%
<00:22:13.830>be <00:22:13.831>nice <00:22:13.832>as <00:22:13.833>a <00:22:13.835>modernization. <00:22:13.836>Um <00:22:13.837>there <00:22:13.839>are

00:22:13.840 --> 00:22:15.590 align:start position:0%
<00:22:13.840>be <00:22:13.939>nice <00:22:14.040>as <00:22:14.139>a <00:22:14.240>modernization. <00:22:14.340>Um <00:22:14.439>there <00:22:14.540>are <00:22:14.639>a <00:22:14.740>lot <00:22:14.840>of <00:22:14.939>constraints <00:22:15.040>in <00:22:15.139>the <00:22:15.240>embedded

00:22:15.590 --> 00:22:15.600 align:start position:0%
<00:22:15.590>a <00:22:15.591>lot <00:22:15.592>of <00:22:15.594>constraints <00:22:15.596>in <00:22:15.597>the <00:22:15.599>embedded

00:22:15.600 --> 00:22:18.470 align:start position:0%
<00:22:15.600>a <00:22:15.699>lot <00:22:15.800>of <00:22:15.899>constraints <00:22:16.000>in <00:22:16.100>the <00:22:16.199>embedded <00:22:16.300>vertical. <00:22:16.399>So <00:22:16.500>the <00:22:16.600>code <00:22:16.699>runs <00:22:16.800>on <00:22:16.899>cars <00:22:17.000>on

00:22:18.470 --> 00:22:18.480 align:start position:0%
<00:22:18.470>vertical. <00:22:18.471>So <00:22:18.472>the <00:22:18.473>code <00:22:18.475>runs <00:22:18.476>on <00:22:18.477>cars <00:22:18.479>on

00:22:18.480 --> 00:22:21.510 align:start position:0%
<00:22:18.480>vertical. <00:22:18.580>So <00:22:18.680>the <00:22:18.780>code <00:22:18.880>runs <00:22:18.980>on <00:22:19.080>cars <00:22:19.180>on <00:22:19.280>planes <00:22:19.380>in <00:22:19.480>industrial <00:22:19.580>IoT <00:22:19.680>and <00:22:19.780>it's <00:22:19.880>also

00:22:21.510 --> 00:22:21.520 align:start position:0%
<00:22:21.510>planes <00:22:21.511>in <00:22:21.513>industrial <00:22:21.514>IoT <00:22:21.516>and <00:22:21.517>it's <00:22:21.519>also

00:22:21.520 --> 00:22:23.190 align:start position:0%
<00:22:21.520>planes <00:22:21.620>in <00:22:21.720>industrial <00:22:21.820>IoT <00:22:21.920>and <00:22:22.020>it's <00:22:22.120>also <00:22:22.220>not <00:22:22.320>so <00:22:22.420>easy <00:22:22.520>to <00:22:22.620>release <00:22:22.720>it <00:22:22.820>on <00:22:22.920>a

00:22:23.190 --> 00:22:23.200 align:start position:0%
<00:22:23.190>not <00:22:23.191>so <00:22:23.192>easy <00:22:23.193>to <00:22:23.195>release <00:22:23.196>it <00:22:23.197>on <00:22:23.199>a

00:22:23.200 --> 00:22:25.270 align:start position:0%
<00:22:23.200>not <00:22:23.300>so <00:22:23.400>easy <00:22:23.500>to <00:22:23.600>release <00:22:23.700>it <00:22:23.800>on <00:22:23.900>a <00:22:24.000>continuous <00:22:24.100>basis <00:22:24.200>but <00:22:24.300>more <00:22:24.400>like <00:22:24.500>want <00:22:24.600>so

00:22:25.270 --> 00:22:25.280 align:start position:0%
<00:22:25.270>continuous <00:22:25.271>basis <00:22:25.273>but <00:22:25.274>more <00:22:25.276>like <00:22:25.277>want <00:22:25.279>so

00:22:25.280 --> 00:22:28.070 align:start position:0%
<00:22:25.280>continuous <00:22:25.387>basis <00:22:25.495>but <00:22:25.603>more <00:22:25.710>like <00:22:25.818>want <00:22:25.926>so <00:22:26.033>maybe <00:22:26.141>not <00:22:26.249>too <00:22:26.356>frequently. <00:22:26.464>Um <00:22:26.572>from <00:22:26.680>a

00:22:28.070 --> 00:22:28.080 align:start position:0%
<00:22:28.070>maybe <00:22:28.071>not <00:22:28.072>too <00:22:28.074>frequently. <00:22:28.076>Um <00:22:28.077>from <00:22:28.079>a

00:22:28.080 --> 00:22:30.470 align:start position:0%
<00:22:28.080>maybe <00:22:28.207>not <00:22:28.334>too <00:22:28.461>frequently. <00:22:28.589>Um <00:22:28.716>from <00:22:28.843>a <00:22:28.970>platform <00:22:29.098>perspective <00:22:29.225>this <00:22:29.352>there <00:22:29.480>are

00:22:30.470 --> 00:22:30.480 align:start position:0%
<00:22:30.470>platform <00:22:30.472>perspective <00:22:30.474>this <00:22:30.476>there <00:22:30.479>are

00:22:30.480 --> 00:22:32.310 align:start position:0%
<00:22:30.480>platform <00:22:30.620>perspective <00:22:30.760>this <00:22:30.900>there <00:22:31.040>are <00:22:31.180>standard <00:22:31.320>libraries <00:22:31.460>available <00:22:31.600>like <00:22:31.740>on <00:22:31.880>a

00:22:32.310 --> 00:22:32.320 align:start position:0%
<00:22:32.310>standard <00:22:32.311>libraries <00:22:32.313>available <00:22:32.315>like <00:22:32.317>on <00:22:32.319>a

00:22:32.320 --> 00:22:34.310 align:start position:0%
<00:22:32.320>standard <00:22:32.427>libraries <00:22:32.535>available <00:22:32.643>like <00:22:32.750>on <00:22:32.858>a <00:22:32.966>Linux <00:22:33.073>system <00:22:33.181>but <00:22:33.289>if <00:22:33.396>you're <00:22:33.504>not <00:22:33.612>on <00:22:33.720>a

00:22:34.310 --> 00:22:34.320 align:start position:0%
<00:22:34.310>Linux <00:22:34.311>system <00:22:34.312>but <00:22:34.313>if <00:22:34.315>you're <00:22:34.316>not <00:22:34.317>on <00:22:34.319>a

00:22:34.320 --> 00:22:37.270 align:start position:0%
<00:22:34.320>Linux <00:22:34.407>system <00:22:34.495>but <00:22:34.582>if <00:22:34.669>you're <00:22:34.757>not <00:22:34.845>on <00:22:34.932>a <00:22:35.020>Linux <00:22:35.107>system <00:22:35.195>you <00:22:35.282>might <00:22:35.370>not <00:22:35.457>be <00:22:35.544>able <00:22:35.632>to <00:22:35.720>to

00:22:37.270 --> 00:22:37.280 align:start position:0%
<00:22:37.270>Linux <00:22:37.271>system <00:22:37.272>you <00:22:37.273>might <00:22:37.274>not <00:22:37.275>be <00:22:37.276>able <00:22:37.277>to <00:22:37.279>to

00:22:37.280 --> 00:22:39.190 align:start position:0%
<00:22:37.280>Linux <00:22:37.373>system <00:22:37.466>you <00:22:37.560>might <00:22:37.653>not <00:22:37.746>be <00:22:37.840>able <00:22:37.933>to <00:22:38.026>to <00:22:38.120>use <00:22:38.213>the <00:22:38.306>standard <00:22:38.399>library <00:22:38.493>there. <00:22:38.586>So <00:22:38.680>this

00:22:39.190 --> 00:22:39.200 align:start position:0%
<00:22:39.190>use <00:22:39.191>the <00:22:39.193>standard <00:22:39.194>library <00:22:39.196>there. <00:22:39.197>So <00:22:39.199>this

00:22:39.200 --> 00:22:41.270 align:start position:0%
<00:22:39.200>use <00:22:39.300>the <00:22:39.400>standard <00:22:39.500>library <00:22:39.600>there. <00:22:39.700>So <00:22:39.800>this <00:22:39.900>is <00:22:40.000>a <00:22:40.100>decision <00:22:40.200>to <00:22:40.300>be <00:22:40.400>made <00:22:40.500>and <00:22:40.600>there's

00:22:41.270 --> 00:22:41.280 align:start position:0%
<00:22:41.270>is <00:22:41.271>a <00:22:41.272>decision <00:22:41.273>to <00:22:41.275>be <00:22:41.276>made <00:22:41.277>and <00:22:41.279>there's

00:22:41.280 --> 00:22:44.070 align:start position:0%
<00:22:41.280>is <00:22:41.396>a <00:22:41.513>decision <00:22:41.629>to <00:22:41.746>be <00:22:41.863>made <00:22:41.980>and <00:22:42.096>there's <00:22:42.213>also <00:22:42.330>constraint <00:22:42.446>with <00:22:42.563>ISO <00:22:42.680>certification

00:22:44.070 --> 00:22:44.080 align:start position:0%
<00:22:44.070>also <00:22:44.072>constraint <00:22:44.074>with <00:22:44.076>ISO <00:22:44.079>certification

00:22:44.080 --> 00:22:46.950 align:start position:0%
<00:22:44.080>also <00:22:44.220>constraint <00:22:44.360>with <00:22:44.500>ISO <00:22:44.639>certification <00:22:44.780>and <00:22:44.919>liability <00:22:45.060>concerns <00:22:45.199>like <00:22:45.340>human <00:22:45.480>versus

00:22:46.950 --> 00:22:46.960 align:start position:0%
<00:22:46.950>and <00:22:46.951>liability <00:22:46.953>concerns <00:22:46.955>like <00:22:46.957>human <00:22:46.959>versus

00:22:46.960 --> 00:22:50.789 align:start position:0%
<00:22:46.960>and <00:22:47.087>liability <00:22:47.214>concerns <00:22:47.341>like <00:22:47.469>human <00:22:47.596>versus <00:22:47.723>AI <00:22:47.850>um <00:22:47.978>in <00:22:48.105>those <00:22:48.232>development <00:22:48.360>environments.

00:22:50.789 --> 00:22:50.799 align:start position:0%
<00:22:50.789>AI <00:22:50.790>um <00:22:50.792>in <00:22:50.794>those <00:22:50.796>development <00:22:50.798>environments.

00:22:50.799 --> 00:22:54.549 align:start position:0%
<00:22:50.799>AI <00:22:50.906>um <00:22:51.014>in <00:22:51.122>those <00:22:51.229>development <00:22:51.337>environments. <00:22:51.445>Um, <00:22:51.552>and <00:22:51.660>so <00:22:51.768>I <00:22:51.875>created <00:22:51.983>a <00:22:52.091>small <00:22:52.199>bootloader

00:22:54.549 --> 00:22:54.559 align:start position:0%
<00:22:54.549>Um, <00:22:54.550>and <00:22:54.551>so <00:22:54.552>I <00:22:54.554>created <00:22:54.555>a <00:22:54.556>small <00:22:54.558>bootloader

00:22:54.559 --> 00:22:57.270 align:start position:0%
<00:22:54.559>Um, <00:22:54.658>and <00:22:54.759>so <00:22:54.859>I <00:22:54.959>created <00:22:55.059>a <00:22:55.158>small <00:22:55.259>bootloader <00:22:55.359>firmware <00:22:55.459>and <00:22:55.559>asked <00:22:55.658>the <00:22:55.759>agents <00:22:55.859>like <00:22:55.959>we

00:22:57.270 --> 00:22:57.280 align:start position:0%
<00:22:57.270>firmware <00:22:57.271>and <00:22:57.273>asked <00:22:57.274>the <00:22:57.276>agents <00:22:57.277>like <00:22:57.279>we

00:22:57.280 --> 00:22:59.510 align:start position:0%
<00:22:57.280>firmware <00:22:57.387>and <00:22:57.495>asked <00:22:57.603>the <00:22:57.710>agents <00:22:57.818>like <00:22:57.926>we <00:22:58.033>need <00:22:58.141>to <00:22:58.249>modernize <00:22:58.356>this <00:22:58.464>source <00:22:58.572>code <00:22:58.680>in

00:22:59.510 --> 00:22:59.520 align:start position:0%
<00:22:59.510>need <00:22:59.511>to <00:22:59.513>modernize <00:22:59.514>this <00:22:59.516>source <00:22:59.517>code <00:22:59.519>in

00:22:59.520 --> 00:23:01.430 align:start position:0%
<00:22:59.520>need <00:22:59.647>to <00:22:59.774>modernize <00:22:59.901>this <00:23:00.029>source <00:23:00.156>code <00:23:00.283>in <00:23:00.410>Rust, <00:23:00.538>explain <00:23:00.665>what <00:23:00.792>could <00:23:00.920>potentially

00:23:01.430 --> 00:23:01.440 align:start position:0%
<00:23:01.430>Rust, <00:23:01.432>explain <00:23:01.434>what <00:23:01.436>could <00:23:01.439>potentially

00:23:01.440 --> 00:23:03.110 align:start position:0%
<00:23:01.440>Rust, <00:23:01.567>explain <00:23:01.694>what <00:23:01.821>could <00:23:01.949>potentially <00:23:02.076>block <00:23:02.203>that <00:23:02.330>from <00:23:02.458>a <00:23:02.585>tool <00:23:02.712>chain <00:23:02.840>and

00:23:03.110 --> 00:23:03.120 align:start position:0%
<00:23:03.110>block <00:23:03.111>that <00:23:03.112>from <00:23:03.114>a <00:23:03.116>tool <00:23:03.117>chain <00:23:03.119>and

00:23:03.120 --> 00:23:05.270 align:start position:0%
<00:23:03.120>block <00:23:03.247>that <00:23:03.374>from <00:23:03.501>a <00:23:03.629>tool <00:23:03.756>chain <00:23:03.883>and <00:23:04.010>platform <00:23:04.138>perspective <00:23:04.265>and <00:23:04.392>how <00:23:04.520>ISO

00:23:05.270 --> 00:23:05.280 align:start position:0%
<00:23:05.270>platform <00:23:05.272>perspective <00:23:05.274>and <00:23:05.276>how <00:23:05.279>ISO

00:23:05.280 --> 00:23:07.510 align:start position:0%
<00:23:05.280>platform <00:23:05.420>perspective <00:23:05.560>and <00:23:05.700>how <00:23:05.840>ISO <00:23:05.980>certification <00:23:06.120>would <00:23:06.260>work <00:23:06.399>in <00:23:06.540>in <00:23:06.680>that

00:23:07.510 --> 00:23:07.520 align:start position:0%
<00:23:07.510>certification <00:23:07.511>would <00:23:07.513>work <00:23:07.515>in <00:23:07.517>in <00:23:07.519>that

00:23:07.520 --> 00:23:10.870 align:start position:0%
<00:23:07.520>certification <00:23:07.627>would <00:23:07.735>work <00:23:07.843>in <00:23:07.950>in <00:23:08.058>that <00:23:08.166>regard. <00:23:08.273>Um, <00:23:08.381>and <00:23:08.489>it <00:23:08.596>came <00:23:08.704>up <00:23:08.812>with <00:23:08.920>like

00:23:10.870 --> 00:23:10.880 align:start position:0%
<00:23:10.870>regard. <00:23:10.871>Um, <00:23:10.872>and <00:23:10.873>it <00:23:10.875>came <00:23:10.876>up <00:23:10.877>with <00:23:10.879>like

00:23:10.880 --> 00:23:13.029 align:start position:0%
<00:23:10.880>regard. <00:23:10.973>Um, <00:23:11.066>and <00:23:11.160>it <00:23:11.253>came <00:23:11.346>up <00:23:11.440>with <00:23:11.533>like <00:23:11.626>saying <00:23:11.720>that <00:23:11.813>project <00:23:11.906>is <00:23:12.000>in <00:23:12.093>a <00:23:12.186>good <00:23:12.280>shape.

00:23:13.029 --> 00:23:13.039 align:start position:0%
<00:23:13.029>saying <00:23:13.030>that <00:23:13.031>project <00:23:13.032>is <00:23:13.034>in <00:23:13.035>a <00:23:13.036>good <00:23:13.038>shape.

00:23:13.039 --> 00:23:16.070 align:start position:0%
<00:23:13.039>saying <00:23:13.139>that <00:23:13.239>project <00:23:13.339>is <00:23:13.439>in <00:23:13.539>a <00:23:13.639>good <00:23:13.739>shape. <00:23:13.839>Um, <00:23:13.939>but <00:23:14.039>essentially <00:23:14.139>also <00:23:14.239>warned <00:23:14.339>me <00:23:14.439>like

00:23:16.070 --> 00:23:16.080 align:start position:0%
<00:23:16.070>Um, <00:23:16.071>but <00:23:16.072>essentially <00:23:16.074>also <00:23:16.076>warned <00:23:16.077>me <00:23:16.079>like

00:23:16.080 --> 00:23:19.909 align:start position:0%
<00:23:16.080>Um, <00:23:16.187>but <00:23:16.295>essentially <00:23:16.403>also <00:23:16.510>warned <00:23:16.618>me <00:23:16.726>like <00:23:16.833>the <00:23:16.941>the <00:23:17.049>problem <00:23:17.156>is <00:23:17.264>the <00:23:17.372>platform. <00:23:17.480>So

00:23:19.909 --> 00:23:19.919 align:start position:0%
<00:23:19.909>the <00:23:19.910>the <00:23:19.912>problem <00:23:19.913>is <00:23:19.915>the <00:23:19.916>platform. <00:23:19.918>So

00:23:19.919 --> 00:23:21.750 align:start position:0%
<00:23:19.919>the <00:23:20.012>the <00:23:20.105>problem <00:23:20.199>is <00:23:20.292>the <00:23:20.385>platform. <00:23:20.479>So <00:23:20.572>following <00:23:20.665>up <00:23:20.759>on <00:23:20.852>that, <00:23:20.945>I <00:23:21.039>know <00:23:21.132>it's <00:23:21.225>a <00:23:21.319>lot

00:23:21.750 --> 00:23:21.760 align:start position:0%
<00:23:21.750>following <00:23:21.751>up <00:23:21.752>on <00:23:21.753>that, <00:23:21.754>I <00:23:21.755>know <00:23:21.756>it's <00:23:21.757>a <00:23:21.759>lot

00:23:21.760 --> 00:23:24.470 align:start position:0%
<00:23:21.760>following <00:23:21.842>up <00:23:21.924>on <00:23:22.007>that, <00:23:22.089>I <00:23:22.171>know <00:23:22.254>it's <00:23:22.336>a <00:23:22.418>lot <00:23:22.501>of <00:23:22.583>text. <00:23:22.665>Um, <00:23:22.748>but <00:23:22.830>the <00:23:22.912>chis <00:23:22.995>is <00:23:23.077>really <00:23:23.160>like

00:23:24.470 --> 00:23:24.480 align:start position:0%
<00:23:24.470>of <00:23:24.471>text. <00:23:24.472>Um, <00:23:24.473>but <00:23:24.474>the <00:23:24.475>chis <00:23:24.476>is <00:23:24.477>really <00:23:24.479>like

00:23:24.480 --> 00:23:26.310 align:start position:0%
<00:23:24.480>of <00:23:24.580>text. <00:23:24.680>Um, <00:23:24.780>but <00:23:24.880>the <00:23:24.980>chis <00:23:25.080>is <00:23:25.180>really <00:23:25.280>like <00:23:25.380>it <00:23:25.480>provided <00:23:25.580>us <00:23:25.680>with <00:23:25.780>three <00:23:25.880>different

00:23:26.310 --> 00:23:26.320 align:start position:0%
<00:23:26.310>it <00:23:26.311>provided <00:23:26.313>us <00:23:26.315>with <00:23:26.317>three <00:23:26.319>different

00:23:26.320 --> 00:23:28.789 align:start position:0%
<00:23:26.320>it <00:23:26.447>provided <00:23:26.574>us <00:23:26.701>with <00:23:26.829>three <00:23:26.956>different <00:23:27.083>options <00:23:27.210>like <00:23:27.338>port <00:23:27.465>only <00:23:27.592>what's <00:23:27.720>portable

00:23:28.789 --> 00:23:28.799 align:start position:0%
<00:23:28.789>options <00:23:28.790>like <00:23:28.792>port <00:23:28.794>only <00:23:28.796>what's <00:23:28.798>portable

00:23:28.799 --> 00:23:32.470 align:start position:0%
<00:23:28.799>options <00:23:28.915>like <00:23:29.032>port <00:23:29.149>only <00:23:29.265>what's <00:23:29.382>portable <00:23:29.499>to <00:23:29.615>Rust, <00:23:29.732>create <00:23:29.849>a <00:23:29.965>hybrid <00:23:30.082>version <00:23:30.199>or

00:23:32.470 --> 00:23:32.480 align:start position:0%
<00:23:32.470>to <00:23:32.471>Rust, <00:23:32.473>create <00:23:32.474>a <00:23:32.476>hybrid <00:23:32.477>version <00:23:32.479>or

00:23:32.480 --> 00:23:34.630 align:start position:0%
<00:23:32.480>to <00:23:32.596>Rust, <00:23:32.713>create <00:23:32.830>a <00:23:32.946>hybrid <00:23:33.063>version <00:23:33.180>or <00:23:33.296>change <00:23:33.413>the <00:23:33.530>decision <00:23:33.646>on <00:23:33.763>the <00:23:33.880>hardware

00:23:34.630 --> 00:23:34.640 align:start position:0%
<00:23:34.630>change <00:23:34.631>the <00:23:34.633>decision <00:23:34.635>on <00:23:34.637>the <00:23:34.639>hardware

00:23:34.640 --> 00:23:36.789 align:start position:0%
<00:23:34.640>change <00:23:34.767>the <00:23:34.894>decision <00:23:35.021>on <00:23:35.149>the <00:23:35.276>hardware <00:23:35.403>actually <00:23:35.530>being <00:23:35.658>used <00:23:35.785>in <00:23:35.912>production. <00:23:36.040>So

00:23:36.789 --> 00:23:36.799 align:start position:0%
<00:23:36.789>actually <00:23:36.790>being <00:23:36.792>used <00:23:36.794>in <00:23:36.796>production. <00:23:36.798>So

00:23:36.799 --> 00:23:38.549 align:start position:0%
<00:23:36.799>actually <00:23:36.926>being <00:23:37.053>used <00:23:37.180>in <00:23:37.308>production. <00:23:37.435>So <00:23:37.562>that <00:23:37.689>tricore <00:23:37.817>hardware <00:23:37.944>is <00:23:38.071>not <00:23:38.199>supported

00:23:38.549 --> 00:23:38.559 align:start position:0%
<00:23:38.549>that <00:23:38.550>tricore <00:23:38.552>hardware <00:23:38.554>is <00:23:38.556>not <00:23:38.558>supported

00:23:38.559 --> 00:23:41.430 align:start position:0%
<00:23:38.559>that <00:23:38.652>tricore <00:23:38.745>hardware <00:23:38.839>is <00:23:38.932>not <00:23:39.025>supported <00:23:39.119>by <00:23:39.212>Rust. <00:23:39.305>But <00:23:39.399>if <00:23:39.492>you <00:23:39.585>use <00:23:39.678>ARM, <00:23:39.772>you're <00:23:39.865>on <00:23:39.959>a

00:23:41.430 --> 00:23:41.440 align:start position:0%
<00:23:41.430>by <00:23:41.431>Rust. <00:23:41.432>But <00:23:41.433>if <00:23:41.434>you <00:23:41.435>use <00:23:41.436>ARM, <00:23:41.437>you're <00:23:41.438>on <00:23:41.439>a

00:23:41.440 --> 00:23:44.870 align:start position:0%
<00:23:41.440>by <00:23:41.522>Rust. <00:23:41.604>But <00:23:41.687>if <00:23:41.769>you <00:23:41.851>use <00:23:41.934>ARM, <00:23:42.016>you're <00:23:42.098>on <00:23:42.181>a <00:23:42.263>on <00:23:42.345>a <00:23:42.428>much <00:23:42.510>better <00:23:42.592>um <00:23:42.675>approach <00:23:42.757>here. <00:23:42.840>And

00:23:44.870 --> 00:23:44.880 align:start position:0%
<00:23:44.870>on <00:23:44.871>a <00:23:44.872>much <00:23:44.873>better <00:23:44.875>um <00:23:44.876>approach <00:23:44.877>here. <00:23:44.879>And

00:23:44.880 --> 00:23:46.789 align:start position:0%
<00:23:44.880>on <00:23:44.967>a <00:23:45.055>much <00:23:45.142>better <00:23:45.230>um <00:23:45.317>approach <00:23:45.405>here. <00:23:45.492>And <00:23:45.580>um <00:23:45.667>could <00:23:45.755>be <00:23:45.842>a <00:23:45.930>viable <00:23:46.017>option, <00:23:46.105>but <00:23:46.192>I <00:23:46.280>don't

00:23:46.789 --> 00:23:46.799 align:start position:0%
<00:23:46.789>um <00:23:46.790>could <00:23:46.791>be <00:23:46.792>a <00:23:46.793>viable <00:23:46.794>option, <00:23:46.795>but <00:23:46.796>I <00:23:46.798>don't

00:23:46.799 --> 00:23:49.029 align:start position:0%
<00:23:46.799>um <00:23:46.886>could <00:23:46.974>be <00:23:47.061>a <00:23:47.149>viable <00:23:47.236>option, <00:23:47.324>but <00:23:47.411>I <00:23:47.499>don't <00:23:47.586>think <00:23:47.674>it <00:23:47.761>is. <00:23:47.849>So <00:23:47.936>it's <00:23:48.024>really <00:23:48.111>again <00:23:48.199>just

00:23:49.029 --> 00:23:49.039 align:start position:0%
<00:23:49.029>think <00:23:49.030>it <00:23:49.031>is. <00:23:49.032>So <00:23:49.034>it's <00:23:49.035>really <00:23:49.036>again <00:23:49.038>just

00:23:49.039 --> 00:23:51.750 align:start position:0%
<00:23:49.039>think <00:23:49.121>it <00:23:49.203>is. <00:23:49.286>So <00:23:49.368>it's <00:23:49.450>really <00:23:49.533>again <00:23:49.615>just <00:23:49.697>on <00:23:49.780>me <00:23:49.862>or <00:23:49.944>on <00:23:50.027>us <00:23:50.109>um <00:23:50.191>to <00:23:50.274>make <00:23:50.356>that <00:23:50.439>human

00:23:51.750 --> 00:23:51.760 align:start position:0%
<00:23:51.750>on <00:23:51.751>me <00:23:51.752>or <00:23:51.753>on <00:23:51.754>us <00:23:51.755>um <00:23:51.756>to <00:23:51.757>make <00:23:51.758>that <00:23:51.759>human

00:23:51.760 --> 00:23:53.830 align:start position:0%
<00:23:51.760>on <00:23:51.847>me <00:23:51.935>or <00:23:52.022>on <00:23:52.110>us <00:23:52.197>um <00:23:52.285>to <00:23:52.372>make <00:23:52.460>that <00:23:52.547>human <00:23:52.635>decision <00:23:52.722>what <00:23:52.810>an <00:23:52.897>agent <00:23:52.985>has <00:23:53.072>proposed <00:23:53.160>in

00:23:53.830 --> 00:23:53.840 align:start position:0%
<00:23:53.830>decision <00:23:53.831>what <00:23:53.832>an <00:23:53.834>agent <00:23:53.836>has <00:23:53.837>proposed <00:23:53.839>in

00:23:53.840 --> 00:23:55.750 align:start position:0%
<00:23:53.840>decision <00:23:54.014>what <00:23:54.189>an <00:23:54.365>agent <00:23:54.540>has <00:23:54.715>proposed <00:23:54.889>in <00:23:55.064>that <00:23:55.240>way.

00:23:55.750 --> 00:23:55.760 align:start position:0%
<00:23:55.750>that <00:23:55.759>way.

00:23:55.760 --> 00:23:58.789 align:start position:0%
<00:23:55.760>that <00:23:55.915>way. <00:23:56.071>Um <00:23:56.226>I'm <00:23:56.382>skipping <00:23:56.537>live <00:23:56.693>demo <00:23:56.848>because <00:23:57.004>I <00:23:57.160>want

00:23:58.789 --> 00:23:58.799 align:start position:0%
<00:23:58.789>Um <00:23:58.790>I'm <00:23:58.791>skipping <00:23:58.792>live <00:23:58.794>demo <00:23:58.795>because <00:23:58.796>I <00:23:58.798>want

00:23:58.799 --> 00:24:00.870 align:start position:0%
<00:23:58.799>Um <00:23:58.886>I'm <00:23:58.974>skipping <00:23:59.061>live <00:23:59.149>demo <00:23:59.236>because <00:23:59.324>I <00:23:59.411>want <00:23:59.499>to <00:23:59.586>give <00:23:59.674>you <00:23:59.761>some <00:23:59.849>tips <00:23:59.936>on <00:24:00.024>things <00:24:00.111>that <00:24:00.199>I

00:24:00.870 --> 00:24:00.880 align:start position:0%
<00:24:00.870>to <00:24:00.871>give <00:24:00.872>you <00:24:00.873>some <00:24:00.874>tips <00:24:00.875>on <00:24:00.876>things <00:24:00.877>that <00:24:00.879>I

00:24:00.880 --> 00:24:06.390 align:start position:0%
<00:24:00.880>to <00:24:00.980>give <00:24:01.080>you <00:24:01.180>some <00:24:01.280>tips <00:24:01.380>on <00:24:01.480>things <00:24:01.580>that <00:24:01.680>I <00:24:01.780>learned <00:24:01.880>um <00:24:01.980>from <00:24:02.080>from <00:24:02.180>my <00:24:02.280>development.

00:24:06.390 --> 00:24:06.400 align:start position:0%
<00:24:06.390>learned <00:24:06.391>um <00:24:06.393>from <00:24:06.395>from <00:24:06.397>my <00:24:06.399>development.

00:24:06.400 --> 00:24:09.669 align:start position:0%
<00:24:06.400>learned <00:24:06.527>um <00:24:06.654>from <00:24:06.781>from <00:24:06.909>my <00:24:07.036>development. <00:24:07.163>First <00:24:07.290>thing <00:24:07.418>is <00:24:07.545>become <00:24:07.672>an <00:24:07.800>archaeologist.

00:24:09.669 --> 00:24:09.679 align:start position:0%
<00:24:09.669>First <00:24:09.670>thing <00:24:09.672>is <00:24:09.674>become <00:24:09.676>an <00:24:09.678>archaeologist.

00:24:09.679 --> 00:24:12.230 align:start position:0%
<00:24:09.679>First <00:24:09.786>thing <00:24:09.894>is <00:24:10.002>become <00:24:10.109>an <00:24:10.217>archaeologist. <00:24:10.325>go <00:24:10.432>back <00:24:10.540>in <00:24:10.648>time, <00:24:10.755>find <00:24:10.863>the <00:24:10.971>decisions <00:24:11.079>that

00:24:12.230 --> 00:24:12.240 align:start position:0%
<00:24:12.230>go <00:24:12.231>back <00:24:12.232>in <00:24:12.233>time, <00:24:12.235>find <00:24:12.236>the <00:24:12.237>decisions <00:24:12.239>that

00:24:12.240 --> 00:24:13.990 align:start position:0%
<00:24:12.240>go <00:24:12.333>back <00:24:12.426>in <00:24:12.520>time, <00:24:12.613>find <00:24:12.706>the <00:24:12.800>decisions <00:24:12.893>that <00:24:12.986>have <00:24:13.080>been <00:24:13.173>made <00:24:13.266>and <00:24:13.360>that <00:24:13.453>are <00:24:13.546>buried <00:24:13.640>at

00:24:13.990 --> 00:24:14.000 align:start position:0%
<00:24:13.990>have <00:24:13.991>been <00:24:13.992>made <00:24:13.993>and <00:24:13.995>that <00:24:13.996>are <00:24:13.997>buried <00:24:13.999>at

00:24:14.000 --> 00:24:15.750 align:start position:0%
<00:24:14.000>have <00:24:14.093>been <00:24:14.186>made <00:24:14.280>and <00:24:14.373>that <00:24:14.466>are <00:24:14.560>buried <00:24:14.653>at <00:24:14.746>some <00:24:14.840>point <00:24:14.933>in <00:24:15.026>the <00:24:15.120>ticket <00:24:15.213>system <00:24:15.306>in <00:24:15.400>Git

00:24:15.750 --> 00:24:15.760 align:start position:0%
<00:24:15.750>some <00:24:15.751>point <00:24:15.752>in <00:24:15.753>the <00:24:15.755>ticket <00:24:15.756>system <00:24:15.757>in <00:24:15.759>Git

00:24:15.760 --> 00:24:18.149 align:start position:0%
<00:24:15.760>some <00:24:15.860>point <00:24:15.960>in <00:24:16.060>the <00:24:16.160>ticket <00:24:16.260>system <00:24:16.360>in <00:24:16.460>Git <00:24:16.560>history <00:24:16.660>or <00:24:16.760>like <00:24:16.860>even <00:24:16.960>in <00:24:17.060>meeting <00:24:17.160>notes

00:24:18.149 --> 00:24:18.159 align:start position:0%
<00:24:18.149>history <00:24:18.150>or <00:24:18.152>like <00:24:18.153>even <00:24:18.155>in <00:24:18.156>meeting <00:24:18.158>notes

00:24:18.159 --> 00:24:20.870 align:start position:0%
<00:24:18.159>history <00:24:18.275>or <00:24:18.392>like <00:24:18.509>even <00:24:18.625>in <00:24:18.742>meeting <00:24:18.859>notes <00:24:18.975>and <00:24:19.092>document <00:24:19.209>those <00:24:19.325>decisions <00:24:19.442>in <00:24:19.559>work

00:24:20.870 --> 00:24:20.880 align:start position:0%
<00:24:20.870>and <00:24:20.871>document <00:24:20.873>those <00:24:20.875>decisions <00:24:20.877>in <00:24:20.879>work

00:24:20.880 --> 00:24:23.190 align:start position:0%
<00:24:20.880>and <00:24:21.007>document <00:24:21.134>those <00:24:21.261>decisions <00:24:21.389>in <00:24:21.516>work <00:24:21.643>items, <00:24:21.770>in <00:24:21.898>issues, <00:24:22.025>maybe <00:24:22.152>even <00:24:22.280>markdown

00:24:23.190 --> 00:24:23.200 align:start position:0%
<00:24:23.190>items, <00:24:23.191>in <00:24:23.193>issues, <00:24:23.195>maybe <00:24:23.197>even <00:24:23.199>markdown

00:24:23.200 --> 00:24:25.430 align:start position:0%
<00:24:23.200>items, <00:24:23.300>in <00:24:23.400>issues, <00:24:23.500>maybe <00:24:23.600>even <00:24:23.700>markdown <00:24:23.800>docs <00:24:23.900>so <00:24:24.000>that <00:24:24.100>the <00:24:24.200>agent <00:24:24.300>when <00:24:24.400>they <00:24:24.500>do <00:24:24.600>a

00:24:25.430 --> 00:24:25.440 align:start position:0%
<00:24:25.430>docs <00:24:25.431>so <00:24:25.432>that <00:24:25.433>the <00:24:25.434>agent <00:24:25.435>when <00:24:25.436>they <00:24:25.437>do <00:24:25.439>a

00:24:25.440 --> 00:24:27.830 align:start position:0%
<00:24:25.440>docs <00:24:25.527>so <00:24:25.615>that <00:24:25.702>the <00:24:25.790>agent <00:24:25.877>when <00:24:25.965>they <00:24:26.052>do <00:24:26.140>a <00:24:26.227>lookup <00:24:26.315>have <00:24:26.402>that <00:24:26.490>context <00:24:26.577>and <00:24:26.665>can <00:24:26.752>make <00:24:26.840>a

00:24:27.830 --> 00:24:27.840 align:start position:0%
<00:24:27.830>lookup <00:24:27.831>have <00:24:27.832>that <00:24:27.833>context <00:24:27.835>and <00:24:27.836>can <00:24:27.837>make <00:24:27.839>a

00:24:27.840 --> 00:24:30.310 align:start position:0%
<00:24:27.840>lookup <00:24:27.947>have <00:24:28.055>that <00:24:28.163>context <00:24:28.270>and <00:24:28.378>can <00:24:28.486>make <00:24:28.593>a <00:24:28.701>better <00:24:28.809>informed <00:24:28.916>proposal <00:24:29.024>on <00:24:29.132>like <00:24:29.240>this

00:24:30.310 --> 00:24:30.320 align:start position:0%
<00:24:30.310>better <00:24:30.311>informed <00:24:30.313>proposal <00:24:30.315>on <00:24:30.317>like <00:24:30.319>this

00:24:30.320 --> 00:24:33.269 align:start position:0%
<00:24:30.320>better <00:24:30.436>informed <00:24:30.553>proposal <00:24:30.669>on <00:24:30.786>like <00:24:30.903>this <00:24:31.020>shouldn't <00:24:31.136>be <00:24:31.253>changed <00:24:31.370>um <00:24:31.486>or <00:24:31.603>maybe <00:24:31.720>this

00:24:33.269 --> 00:24:33.279 align:start position:0%
<00:24:33.269>shouldn't <00:24:33.270>be <00:24:33.272>changed <00:24:33.273>um <00:24:33.275>or <00:24:33.276>maybe <00:24:33.278>this

00:24:33.279 --> 00:24:37.430 align:start position:0%
<00:24:33.279>shouldn't <00:24:33.406>be <00:24:33.533>changed <00:24:33.660>um <00:24:33.788>or <00:24:33.915>maybe <00:24:34.042>this <00:24:34.169>needs <00:24:34.297>this <00:24:34.424>specific <00:24:34.551>um <00:24:34.679>update.

00:24:37.430 --> 00:24:37.440 align:start position:0%
<00:24:37.430>needs <00:24:37.432>this <00:24:37.434>specific <00:24:37.436>um <00:24:37.439>update.

00:24:37.440 --> 00:24:39.190 align:start position:0%
<00:24:37.440>needs <00:24:37.720>this <00:24:38.000>specific <00:24:38.280>um <00:24:38.560>update. <00:24:38.840>um

00:24:39.190 --> 00:24:39.200 align:start position:0%
um

00:24:39.200 --> 00:24:41.430 align:start position:0%
<00:24:39.200>um <00:24:39.375>and <00:24:39.550>um <00:24:39.725>just <00:24:39.900>ensure <00:24:40.075>that <00:24:40.250>you <00:24:40.425>get <00:24:40.600>better

00:24:41.430 --> 00:24:41.440 align:start position:0%
<00:24:41.430>and <00:24:41.431>um <00:24:41.432>just <00:24:41.433>ensure <00:24:41.435>that <00:24:41.436>you <00:24:41.437>get <00:24:41.439>better

00:24:41.440 --> 00:24:43.350 align:start position:0%
<00:24:41.440>and <00:24:41.540>um <00:24:41.640>just <00:24:41.740>ensure <00:24:41.840>that <00:24:41.940>you <00:24:42.040>get <00:24:42.140>better <00:24:42.240>output <00:24:42.340>and <00:24:42.440>much <00:24:42.540>better <00:24:42.640>value <00:24:42.740>or <00:24:42.840>return

00:24:43.350 --> 00:24:43.360 align:start position:0%
<00:24:43.350>output <00:24:43.351>and <00:24:43.352>much <00:24:43.354>better <00:24:43.356>value <00:24:43.357>or <00:24:43.359>return

00:24:43.360 --> 00:24:46.789 align:start position:0%
<00:24:43.360>output <00:24:43.459>and <00:24:43.560>much <00:24:43.659>better <00:24:43.760>value <00:24:43.860>or <00:24:43.959>return <00:24:44.060>of <00:24:44.159>investment <00:24:44.260>by <00:24:44.360>using <00:24:44.459>LLMs <00:24:44.560>and <00:24:44.659>AI. <00:24:44.760>Um

00:24:46.789 --> 00:24:46.799 align:start position:0%
<00:24:46.789>of <00:24:46.790>investment <00:24:46.791>by <00:24:46.792>using <00:24:46.794>LLMs <00:24:46.795>and <00:24:46.796>AI. <00:24:46.798>Um

00:24:46.799 --> 00:24:48.630 align:start position:0%
<00:24:46.799>of <00:24:46.899>investment <00:24:46.999>by <00:24:47.099>using <00:24:47.199>LLMs <00:24:47.299>and <00:24:47.399>AI. <00:24:47.499>Um <00:24:47.599>the <00:24:47.699>other <00:24:47.799>thing <00:24:47.899>which <00:24:47.999>I <00:24:48.099>would <00:24:48.199>recommend

00:24:48.630 --> 00:24:48.640 align:start position:0%
<00:24:48.630>the <00:24:48.631>other <00:24:48.633>thing <00:24:48.634>which <00:24:48.636>I <00:24:48.637>would <00:24:48.639>recommend

00:24:48.640 --> 00:24:50.549 align:start position:0%
<00:24:48.640>the <00:24:48.747>other <00:24:48.855>thing <00:24:48.963>which <00:24:49.070>I <00:24:49.178>would <00:24:49.286>recommend <00:24:49.393>is <00:24:49.501>looking <00:24:49.609>into <00:24:49.716>memory <00:24:49.824>and <00:24:49.932>skills <00:24:50.040>so

00:24:50.549 --> 00:24:50.559 align:start position:0%
<00:24:50.549>is <00:24:50.550>looking <00:24:50.552>into <00:24:50.553>memory <00:24:50.555>and <00:24:50.556>skills <00:24:50.558>so

00:24:50.559 --> 00:24:52.950 align:start position:0%
<00:24:50.559>is <00:24:50.675>looking <00:24:50.792>into <00:24:50.908>memory <00:24:51.025>and <00:24:51.142>skills <00:24:51.259>so <00:24:51.375>that <00:24:51.492>custom <00:24:51.609>agents <00:24:51.725>actually <00:24:51.842>become <00:24:51.959>like

00:24:52.950 --> 00:24:52.960 align:start position:0%
<00:24:52.950>that <00:24:52.951>custom <00:24:52.953>agents <00:24:52.955>actually <00:24:52.957>become <00:24:52.959>like

00:24:52.960 --> 00:24:55.350 align:start position:0%
<00:24:52.960>that <00:24:53.100>custom <00:24:53.240>agents <00:24:53.380>actually <00:24:53.520>become <00:24:53.660>like <00:24:53.800>a <00:24:53.940>specialized <00:24:54.080>modernization <00:24:54.220>agent <00:24:54.360>or

00:24:55.350 --> 00:24:55.360 align:start position:0%
<00:24:55.350>a <00:24:55.352>specialized <00:24:55.354>modernization <00:24:55.356>agent <00:24:55.359>or

00:24:55.360 --> 00:24:57.909 align:start position:0%
<00:24:55.360>a <00:24:55.476>specialized <00:24:55.593>modernization <00:24:55.709>agent <00:24:55.826>or <00:24:55.943>even <00:24:56.060>a <00:24:56.176>m <00:24:56.293>a <00:24:56.409>maintenance <00:24:56.526>agent. <00:24:56.643>So <00:24:56.760>for

00:24:57.909 --> 00:24:57.919 align:start position:0%
<00:24:57.909>even <00:24:57.910>a <00:24:57.911>m <00:24:57.912>a <00:24:57.914>maintenance <00:24:57.915>agent. <00:24:57.916>So <00:24:57.918>for

00:24:57.919 --> 00:24:59.350 align:start position:0%
<00:24:57.919>even <00:24:58.004>a <00:24:58.090>m <00:24:58.176>a <00:24:58.262>maintenance <00:24:58.348>agent. <00:24:58.434>So <00:24:58.520>for <00:24:58.605>example <00:24:58.691>on <00:24:58.777>the <00:24:58.863>right <00:24:58.949>hand <00:24:59.035>side <00:24:59.121>on <00:24:59.206>the

00:24:59.350 --> 00:24:59.360 align:start position:0%
<00:24:59.350>example <00:24:59.351>on <00:24:59.352>the <00:24:59.353>right <00:24:59.355>hand <00:24:59.356>side <00:24:59.357>on <00:24:59.359>the

00:24:59.360 --> 00:25:01.269 align:start position:0%
<00:24:59.360>example <00:24:59.467>on <00:24:59.575>the <00:24:59.683>right <00:24:59.790>hand <00:24:59.898>side <00:25:00.006>on <00:25:00.113>the <00:25:00.221>screenshot <00:25:00.329>you <00:25:00.436>can <00:25:00.544>see <00:25:00.652>I <00:25:00.760>started

00:25:01.269 --> 00:25:01.279 align:start position:0%
<00:25:01.269>screenshot <00:25:01.270>you <00:25:01.272>can <00:25:01.274>see <00:25:01.276>I <00:25:01.278>started

00:25:01.279 --> 00:25:03.190 align:start position:0%
<00:25:01.279>screenshot <00:25:01.406>you <00:25:01.533>can <00:25:01.660>see <00:25:01.788>I <00:25:01.915>started <00:25:02.042>building <00:25:02.169>out <00:25:02.297>a <00:25:02.424>skill <00:25:02.551>for <00:25:02.679>maintaining

00:25:03.190 --> 00:25:03.200 align:start position:0%
<00:25:03.190>building <00:25:03.191>out <00:25:03.193>a <00:25:03.195>skill <00:25:03.197>for <00:25:03.199>maintaining

00:25:03.200 --> 00:25:05.590 align:start position:0%
<00:25:03.200>building <00:25:03.307>out <00:25:03.415>a <00:25:03.523>skill <00:25:03.630>for <00:25:03.738>maintaining <00:25:03.846>Java <00:25:03.953>8 <00:25:04.061>and <00:25:04.169>just <00:25:04.276>to <00:25:04.384>help <00:25:04.492>the <00:25:04.600>agent

00:25:05.590 --> 00:25:05.600 align:start position:0%
<00:25:05.590>Java <00:25:05.591>8 <00:25:05.592>and <00:25:05.593>just <00:25:05.595>to <00:25:05.596>help <00:25:05.597>the <00:25:05.599>agent

00:25:05.600 --> 00:25:07.590 align:start position:0%
<00:25:05.600>Java <00:25:05.707>8 <00:25:05.815>and <00:25:05.923>just <00:25:06.030>to <00:25:06.138>help <00:25:06.246>the <00:25:06.353>agent <00:25:06.461>understand <00:25:06.569>what <00:25:06.676>is <00:25:06.784>necessary <00:25:06.892>what <00:25:07.000>needs

00:25:07.590 --> 00:25:07.600 align:start position:0%
<00:25:07.590>understand <00:25:07.591>what <00:25:07.593>is <00:25:07.595>necessary <00:25:07.597>what <00:25:07.599>needs

00:25:07.600 --> 00:25:11.909 align:start position:0%
<00:25:07.600>understand <00:25:07.740>what <00:25:07.879>is <00:25:08.020>necessary <00:25:08.159>what <00:25:08.300>needs <00:25:08.439>to <00:25:08.580>be <00:25:08.719>compatible <00:25:08.860>over <00:25:09.000>time.

00:25:11.919 --> 00:25:13.590 align:start position:0%
<00:25:11.919>The <00:25:12.152>other <00:25:12.385>thing <00:25:12.619>I <00:25:12.852>would <00:25:13.085>recommend <00:25:13.319>is

00:25:13.590 --> 00:25:13.600 align:start position:0%
<00:25:13.590>The <00:25:13.591>other <00:25:13.592>thing <00:25:13.594>I <00:25:13.596>would <00:25:13.597>recommend <00:25:13.599>is

00:25:13.600 --> 00:25:17.430 align:start position:0%
<00:25:13.600>The <00:25:13.699>other <00:25:13.800>thing <00:25:13.899>I <00:25:14.000>would <00:25:14.100>recommend <00:25:14.199>is <00:25:14.300>context <00:25:14.399>enrichment <00:25:14.500>in <00:25:14.600>a <00:25:14.699>way <00:25:14.800>that <00:25:14.899>like <00:25:15.000>we

00:25:17.430 --> 00:25:17.440 align:start position:0%
<00:25:17.430>context <00:25:17.431>enrichment <00:25:17.432>in <00:25:17.433>a <00:25:17.435>way <00:25:17.436>that <00:25:17.437>like <00:25:17.439>we

00:25:17.440 --> 00:25:20.549 align:start position:0%
<00:25:17.440>context <00:25:17.533>enrichment <00:25:17.626>in <00:25:17.720>a <00:25:17.813>way <00:25:17.906>that <00:25:18.000>like <00:25:18.093>we <00:25:18.186>use <00:25:18.280>agents <00:25:18.373>MD <00:25:18.466>um <00:25:18.560>and <00:25:18.653>it's <00:25:18.746>helpful <00:25:18.840>for

00:25:20.549 --> 00:25:20.559 align:start position:0%
<00:25:20.549>use <00:25:20.550>agents <00:25:20.551>MD <00:25:20.552>um <00:25:20.554>and <00:25:20.555>it's <00:25:20.556>helpful <00:25:20.558>for

00:25:20.559 --> 00:25:24.390 align:start position:0%
<00:25:20.559>use <00:25:20.652>agents <00:25:20.745>MD <00:25:20.839>um <00:25:20.932>and <00:25:21.025>it's <00:25:21.119>helpful <00:25:21.212>for <00:25:21.305>agents <00:25:21.399>to <00:25:21.492>um <00:25:21.585>look <00:25:21.678>up <00:25:21.772>the <00:25:21.865>files. <00:25:21.959>The

00:25:24.390 --> 00:25:24.400 align:start position:0%
<00:25:24.390>agents <00:25:24.391>to <00:25:24.392>um <00:25:24.393>look <00:25:24.395>up <00:25:24.396>the <00:25:24.397>files. <00:25:24.399>The

00:25:24.400 --> 00:25:26.549 align:start position:0%
<00:25:24.400>agents <00:25:24.507>to <00:25:24.615>um <00:25:24.723>look <00:25:24.830>up <00:25:24.938>the <00:25:25.046>files. <00:25:25.153>The <00:25:25.261>problem <00:25:25.369>is <00:25:25.476>like <00:25:25.584>every <00:25:25.692>repository <00:25:25.800>needs

00:25:26.549 --> 00:25:26.559 align:start position:0%
<00:25:26.549>problem <00:25:26.550>is <00:25:26.552>like <00:25:26.554>every <00:25:26.556>repository <00:25:26.558>needs

00:25:26.559 --> 00:25:29.110 align:start position:0%
<00:25:26.559>problem <00:25:26.666>is <00:25:26.774>like <00:25:26.882>every <00:25:26.989>repository <00:25:27.097>needs <00:25:27.205>that <00:25:27.312>file. <00:25:27.420>What <00:25:27.528>about <00:25:27.635>if <00:25:27.743>you <00:25:27.851>have <00:25:27.959>100

00:25:29.110 --> 00:25:29.120 align:start position:0%
<00:25:29.110>that <00:25:29.111>file. <00:25:29.112>What <00:25:29.113>about <00:25:29.115>if <00:25:29.116>you <00:25:29.117>have <00:25:29.119>100

00:25:29.120 --> 00:25:31.909 align:start position:0%
<00:25:29.120>that <00:25:29.219>file. <00:25:29.320>What <00:25:29.419>about <00:25:29.520>if <00:25:29.620>you <00:25:29.719>have <00:25:29.820>100 <00:25:29.919>projects <00:25:30.020>or <00:25:30.120>a <00:25:30.219>thousand <00:25:30.320>projects <00:25:30.419>um <00:25:30.520>how

00:25:31.909 --> 00:25:31.919 align:start position:0%
<00:25:31.909>projects <00:25:31.910>or <00:25:31.912>a <00:25:31.913>thousand <00:25:31.915>projects <00:25:31.916>um <00:25:31.918>how

00:25:31.919 --> 00:25:33.510 align:start position:0%
<00:25:31.919>projects <00:25:32.035>or <00:25:32.152>a <00:25:32.269>thousand <00:25:32.385>projects <00:25:32.502>um <00:25:32.619>how <00:25:32.735>to <00:25:32.852>distribute <00:25:32.969>that? <00:25:33.085>How <00:25:33.202>to <00:25:33.319>maintain

00:25:33.510 --> 00:25:33.520 align:start position:0%
<00:25:33.510>to <00:25:33.511>distribute <00:25:33.513>that? <00:25:33.515>How <00:25:33.517>to <00:25:33.519>maintain

00:25:33.520 --> 00:25:35.269 align:start position:0%
<00:25:33.520>to <00:25:33.627>distribute <00:25:33.735>that? <00:25:33.843>How <00:25:33.950>to <00:25:34.058>maintain <00:25:34.166>that? <00:25:34.273>How <00:25:34.381>to <00:25:34.489>ensure <00:25:34.596>that <00:25:34.704>the <00:25:34.812>agents <00:25:34.920>can

00:25:35.269 --> 00:25:35.279 align:start position:0%
<00:25:35.269>that? <00:25:35.270>How <00:25:35.271>to <00:25:35.272>ensure <00:25:35.274>that <00:25:35.275>the <00:25:35.276>agents <00:25:35.278>can

00:25:35.279 --> 00:25:38.470 align:start position:0%
<00:25:35.279>that? <00:25:35.366>How <00:25:35.454>to <00:25:35.541>ensure <00:25:35.629>that <00:25:35.716>the <00:25:35.804>agents <00:25:35.891>can <00:25:35.979>still <00:25:36.066>look <00:25:36.154>that <00:25:36.241>up <00:25:36.329>um <00:25:36.416>and <00:25:36.504>not <00:25:36.591>die <00:25:36.679>in

00:25:38.470 --> 00:25:38.480 align:start position:0%
<00:25:38.470>still <00:25:38.471>look <00:25:38.472>that <00:25:38.473>up <00:25:38.474>um <00:25:38.475>and <00:25:38.476>not <00:25:38.477>die <00:25:38.479>in

00:25:38.480 --> 00:25:41.430 align:start position:0%
<00:25:38.480>still <00:25:38.580>look <00:25:38.680>that <00:25:38.780>up <00:25:38.880>um <00:25:38.980>and <00:25:39.080>not <00:25:39.180>die <00:25:39.280>in <00:25:39.380>endless <00:25:39.480>endless <00:25:39.580>lookup <00:25:39.680>loops. <00:25:39.780>Um <00:25:39.880>maybe

00:25:41.430 --> 00:25:41.440 align:start position:0%
<00:25:41.430>endless <00:25:41.431>endless <00:25:41.433>lookup <00:25:41.435>loops. <00:25:41.437>Um <00:25:41.439>maybe

00:25:41.440 --> 00:25:44.230 align:start position:0%
<00:25:41.440>endless <00:25:41.547>endless <00:25:41.655>lookup <00:25:41.763>loops. <00:25:41.870>Um <00:25:41.978>maybe <00:25:42.086>it's <00:25:42.193>also <00:25:42.301>the <00:25:42.409>way <00:25:42.516>to <00:25:42.624>context <00:25:42.732>graphs <00:25:42.840>or

00:25:44.230 --> 00:25:44.240 align:start position:0%
<00:25:44.230>it's <00:25:44.231>also <00:25:44.232>the <00:25:44.233>way <00:25:44.235>to <00:25:44.236>context <00:25:44.237>graphs <00:25:44.239>or

00:25:44.240 --> 00:25:46.710 align:start position:0%
<00:25:44.240>it's <00:25:44.340>also <00:25:44.440>the <00:25:44.540>way <00:25:44.640>to <00:25:44.740>context <00:25:44.840>graphs <00:25:44.940>or <00:25:45.040>context <00:25:45.140>graphs <00:25:45.240>beyond <00:25:45.340>code. <00:25:45.440>So <00:25:45.540>like <00:25:45.640>the

00:25:46.710 --> 00:25:46.720 align:start position:0%
<00:25:46.710>context <00:25:46.711>graphs <00:25:46.713>beyond <00:25:46.714>code. <00:25:46.716>So <00:25:46.717>like <00:25:46.719>the

00:25:46.720 --> 00:25:49.110 align:start position:0%
<00:25:46.720>context <00:25:46.827>graphs <00:25:46.935>beyond <00:25:47.043>code. <00:25:47.150>So <00:25:47.258>like <00:25:47.366>the <00:25:47.473>code, <00:25:47.581>the <00:25:47.689>SDLC <00:25:47.796>data <00:25:47.904>which <00:25:48.012>is <00:25:48.120>issues,

00:25:49.110 --> 00:25:49.120 align:start position:0%
<00:25:49.110>code, <00:25:49.111>the <00:25:49.112>SDLC <00:25:49.114>data <00:25:49.116>which <00:25:49.117>is <00:25:49.119>issues,

00:25:49.120 --> 00:25:51.029 align:start position:0%
<00:25:49.120>code, <00:25:49.260>the <00:25:49.399>SDLC <00:25:49.540>data <00:25:49.679>which <00:25:49.820>is <00:25:49.959>issues, <00:25:50.100>merge <00:25:50.239>requests, <00:25:50.379>pull <00:25:50.520>requests,

00:25:51.029 --> 00:25:51.039 align:start position:0%
<00:25:51.029>merge <00:25:51.032>requests, <00:25:51.035>pull <00:25:51.038>requests,

00:25:51.039 --> 00:25:53.430 align:start position:0%
<00:25:51.039>merge <00:25:51.239>requests, <00:25:51.439>pull <00:25:51.639>requests, <00:25:51.839>vulnerabilities, <00:25:52.039>anything <00:25:52.239>that's <00:25:52.439>helpful

00:25:53.430 --> 00:25:53.440 align:start position:0%
<00:25:53.430>vulnerabilities, <00:25:53.433>anything <00:25:53.436>that's <00:25:53.439>helpful

00:25:53.440 --> 00:25:56.630 align:start position:0%
<00:25:53.440>vulnerabilities, <00:25:53.567>anything <00:25:53.694>that's <00:25:53.821>helpful <00:25:53.949>and <00:25:54.076>makes <00:25:54.203>it <00:25:54.330>querable <00:25:54.458>um <00:25:54.585>for <00:25:54.712>agents <00:25:54.840>and

00:25:56.630 --> 00:25:56.640 align:start position:0%
<00:25:56.630>and <00:25:56.631>makes <00:25:56.632>it <00:25:56.633>querable <00:25:56.635>um <00:25:56.636>for <00:25:56.637>agents <00:25:56.639>and

00:25:56.640 --> 00:25:59.990 align:start position:0%
<00:25:56.640>and <00:25:56.767>makes <00:25:56.894>it <00:25:57.021>querable <00:25:57.149>um <00:25:57.276>for <00:25:57.403>agents <00:25:57.530>and <00:25:57.658>put <00:25:57.785>that <00:25:57.912>into <00:25:58.040>context.

00:25:59.990 --> 00:26:00.000 align:start position:0%
<00:25:59.990>put <00:25:59.993>that <00:25:59.996>into <00:25:59.999>context.

00:26:00.000 --> 00:26:03.110 align:start position:0%
<00:26:00.000>put <00:26:00.140>that <00:26:00.280>into <00:26:00.420>context. <00:26:00.560>Next <00:26:00.700>strategy <00:26:00.840>would <00:26:00.980>be <00:26:01.120>before <00:26:01.260>you <00:26:01.400>write

00:26:03.110 --> 00:26:03.120 align:start position:0%
<00:26:03.110>Next <00:26:03.111>strategy <00:26:03.112>would <00:26:03.114>be <00:26:03.116>before <00:26:03.117>you <00:26:03.119>write

00:26:03.120 --> 00:26:05.669 align:start position:0%
<00:26:03.120>Next <00:26:03.219>strategy <00:26:03.320>would <00:26:03.419>be <00:26:03.520>before <00:26:03.620>you <00:26:03.719>write <00:26:03.820>any <00:26:03.919>code <00:26:04.020>or <00:26:04.120>let <00:26:04.219>any <00:26:04.320>let <00:26:04.419>agents <00:26:04.520>write

00:26:05.669 --> 00:26:05.679 align:start position:0%
<00:26:05.669>any <00:26:05.670>code <00:26:05.671>or <00:26:05.672>let <00:26:05.674>any <00:26:05.675>let <00:26:05.676>agents <00:26:05.678>write

00:26:05.679 --> 00:26:08.789 align:start position:0%
<00:26:05.679>any <00:26:05.786>code <00:26:05.894>or <00:26:06.002>let <00:26:06.109>any <00:26:06.217>let <00:26:06.325>agents <00:26:06.432>write <00:26:06.540>code <00:26:06.648>do <00:26:06.755>planning <00:26:06.863>optimize <00:26:06.971>it. <00:26:07.079>Think

00:26:08.789 --> 00:26:08.799 align:start position:0%
<00:26:08.789>code <00:26:08.790>do <00:26:08.792>planning <00:26:08.794>optimize <00:26:08.796>it. <00:26:08.798>Think

00:26:08.799 --> 00:26:11.110 align:start position:0%
<00:26:08.799>code <00:26:08.899>do <00:26:08.999>planning <00:26:09.099>optimize <00:26:09.199>it. <00:26:09.299>Think <00:26:09.399>about <00:26:09.499>like <00:26:09.599>not <00:26:09.699>just <00:26:09.799>firing <00:26:09.899>it <00:26:09.999>up <00:26:10.099>and <00:26:10.199>it

00:26:11.110 --> 00:26:11.120 align:start position:0%
<00:26:11.110>about <00:26:11.111>like <00:26:11.112>not <00:26:11.113>just <00:26:11.114>firing <00:26:11.115>it <00:26:11.116>up <00:26:11.117>and <00:26:11.119>it

00:26:11.120 --> 00:26:13.190 align:start position:0%
<00:26:11.120>about <00:26:11.207>like <00:26:11.294>not <00:26:11.382>just <00:26:11.469>firing <00:26:11.557>it <00:26:11.645>up <00:26:11.732>and <00:26:11.820>it <00:26:11.907>just <00:26:11.995>does <00:26:12.082>magic <00:26:12.169>and <00:26:12.257>the <00:26:12.344>merge <00:26:12.432>request <00:26:12.520>or

00:26:13.190 --> 00:26:13.200 align:start position:0%
<00:26:13.190>just <00:26:13.191>does <00:26:13.192>magic <00:26:13.193>and <00:26:13.195>the <00:26:13.196>merge <00:26:13.197>request <00:26:13.199>or

00:26:13.200 --> 00:26:16.070 align:start position:0%
<00:26:13.200>just <00:26:13.293>does <00:26:13.386>magic <00:26:13.480>and <00:26:13.573>the <00:26:13.666>merge <00:26:13.760>request <00:26:13.853>or <00:26:13.946>pull <00:26:14.040>request <00:26:14.133>is <00:26:14.226>just <00:26:14.320>not <00:26:14.413>usable <00:26:14.506>in <00:26:14.600>that

00:26:16.070 --> 00:26:16.080 align:start position:0%
<00:26:16.070>pull <00:26:16.071>request <00:26:16.072>is <00:26:16.073>just <00:26:16.075>not <00:26:16.076>usable <00:26:16.077>in <00:26:16.079>that

00:26:16.080 --> 00:26:18.870 align:start position:0%
<00:26:16.080>pull <00:26:16.179>request <00:26:16.280>is <00:26:16.379>just <00:26:16.480>not <00:26:16.580>usable <00:26:16.679>in <00:26:16.780>that <00:26:16.879>way <00:26:16.980>but <00:26:17.080>rather <00:26:17.179>much <00:26:17.280>create <00:26:17.379>a <00:26:17.480>planning

00:26:18.870 --> 00:26:18.880 align:start position:0%
<00:26:18.870>way <00:26:18.871>but <00:26:18.873>rather <00:26:18.874>much <00:26:18.876>create <00:26:18.877>a <00:26:18.879>planning

00:26:18.880 --> 00:26:21.350 align:start position:0%
<00:26:18.880>way <00:26:18.996>but <00:26:19.113>rather <00:26:19.230>much <00:26:19.346>create <00:26:19.463>a <00:26:19.580>planning <00:26:19.696>breakdown. <00:26:19.813>Start <00:26:19.930>with <00:26:20.046>an <00:26:20.163>epic <00:26:20.280>journey,

00:26:21.350 --> 00:26:21.360 align:start position:0%
<00:26:21.350>breakdown. <00:26:21.351>Start <00:26:21.353>with <00:26:21.355>an <00:26:21.357>epic <00:26:21.359>journey,

00:26:21.360 --> 00:26:24.390 align:start position:0%
<00:26:21.360>breakdown. <00:26:21.467>Start <00:26:21.575>with <00:26:21.683>an <00:26:21.790>epic <00:26:21.898>journey, <00:26:22.006>break <00:26:22.113>it <00:26:22.221>down <00:26:22.329>into <00:26:22.436>issues <00:26:22.544>and <00:26:22.652>and <00:26:22.760>tasks.

00:26:24.390 --> 00:26:24.400 align:start position:0%
<00:26:24.390>break <00:26:24.391>it <00:26:24.392>down <00:26:24.393>into <00:26:24.395>issues <00:26:24.396>and <00:26:24.397>and <00:26:24.399>tasks.

00:26:24.400 --> 00:26:26.950 align:start position:0%
<00:26:24.400>break <00:26:24.487>it <00:26:24.575>down <00:26:24.662>into <00:26:24.750>issues <00:26:24.837>and <00:26:24.925>and <00:26:25.012>tasks. <00:26:25.100>um <00:26:25.187>and <00:26:25.275>then <00:26:25.362>like <00:26:25.450>iterate <00:26:25.537>on <00:26:25.625>it <00:26:25.712>and <00:26:25.800>also

00:26:26.950 --> 00:26:26.960 align:start position:0%
<00:26:26.950>um <00:26:26.951>and <00:26:26.952>then <00:26:26.953>like <00:26:26.954>iterate <00:26:26.955>on <00:26:26.956>it <00:26:26.957>and <00:26:26.959>also

00:26:26.960 --> 00:26:29.669 align:start position:0%
<00:26:26.960>um <00:26:27.060>and <00:26:27.160>then <00:26:27.260>like <00:26:27.360>iterate <00:26:27.460>on <00:26:27.560>it <00:26:27.660>and <00:26:27.760>also <00:26:27.860>consider <00:26:27.960>like <00:26:28.060>changing <00:26:28.160>decisions <00:26:28.260>um <00:26:28.360>and

00:26:29.669 --> 00:26:29.679 align:start position:0%
<00:26:29.669>consider <00:26:29.670>like <00:26:29.672>changing <00:26:29.674>decisions <00:26:29.676>um <00:26:29.678>and

00:26:29.679 --> 00:26:33.430 align:start position:0%
<00:26:29.679>consider <00:26:29.806>like <00:26:29.933>changing <00:26:30.060>decisions <00:26:30.188>um <00:26:30.315>and <00:26:30.442>and <00:26:30.569>focus <00:26:30.697>on <00:26:30.824>the <00:26:30.951>modernization <00:26:31.079>strategy.

00:26:33.430 --> 00:26:33.440 align:start position:0%
<00:26:33.430>and <00:26:33.431>focus <00:26:33.433>on <00:26:33.435>the <00:26:33.437>modernization <00:26:33.439>strategy.

00:26:33.440 --> 00:26:35.750 align:start position:0%
<00:26:33.440>and <00:26:33.567>focus <00:26:33.694>on <00:26:33.821>the <00:26:33.949>modernization <00:26:34.076>strategy. <00:26:34.203>Last <00:26:34.330>but <00:26:34.458>not <00:26:34.585>least <00:26:34.712>consider <00:26:34.840>quality

00:26:35.750 --> 00:26:35.760 align:start position:0%
<00:26:35.750>Last <00:26:35.751>but <00:26:35.753>not <00:26:35.755>least <00:26:35.757>consider <00:26:35.759>quality

00:26:35.760 --> 00:26:38.710 align:start position:0%
<00:26:35.760>Last <00:26:35.876>but <00:26:35.993>not <00:26:36.110>least <00:26:36.226>consider <00:26:36.343>quality <00:26:36.460>gates <00:26:36.576>like <00:26:36.693>CI/CD <00:26:36.810>with <00:26:36.926>llinters <00:26:37.043>tests <00:26:37.160>and

00:26:38.710 --> 00:26:38.720 align:start position:0%
<00:26:38.710>gates <00:26:38.711>like <00:26:38.713>CI/CD <00:26:38.714>with <00:26:38.716>llinters <00:26:38.717>tests <00:26:38.719>and

00:26:38.720 --> 00:26:40.870 align:start position:0%
<00:26:38.720>gates <00:26:38.836>like <00:26:38.953>CI/CD <00:26:39.070>with <00:26:39.186>llinters <00:26:39.303>tests <00:26:39.420>and <00:26:39.536>security <00:26:39.653>scanning <00:26:39.770>should <00:26:39.886>be <00:26:40.003>there <00:26:40.120>before

00:26:40.870 --> 00:26:40.880 align:start position:0%
<00:26:40.870>security <00:26:40.871>scanning <00:26:40.873>should <00:26:40.875>be <00:26:40.877>there <00:26:40.879>before

00:26:40.880 --> 00:26:43.350 align:start position:0%
<00:26:40.880>security <00:26:41.007>scanning <00:26:41.134>should <00:26:41.261>be <00:26:41.389>there <00:26:41.516>before <00:26:41.643>any <00:26:41.770>modernization <00:26:41.898>attempt <00:26:42.025>but <00:26:42.152>also <00:26:42.280>like

00:26:43.350 --> 00:26:43.360 align:start position:0%
<00:26:43.350>any <00:26:43.351>modernization <00:26:43.353>attempt <00:26:43.355>but <00:26:43.357>also <00:26:43.359>like

00:26:43.360 --> 00:26:45.830 align:start position:0%
<00:26:43.360>any <00:26:43.476>modernization <00:26:43.593>attempt <00:26:43.709>but <00:26:43.826>also <00:26:43.943>like <00:26:44.060>code <00:26:44.176>owners <00:26:44.293>and <00:26:44.409>approval <00:26:44.526>rules <00:26:44.643>for <00:26:44.760>human

00:26:45.830 --> 00:26:45.840 align:start position:0%
<00:26:45.830>code <00:26:45.831>owners <00:26:45.832>and <00:26:45.834>approval <00:26:45.836>rules <00:26:45.837>for <00:26:45.839>human

00:26:45.840 --> 00:26:48.870 align:start position:0%
<00:26:45.840>code <00:26:45.947>owners <00:26:46.055>and <00:26:46.163>approval <00:26:46.270>rules <00:26:46.378>for <00:26:46.486>human <00:26:46.593>loop <00:26:46.701>reviews <00:26:46.809>and <00:26:46.916>also <00:26:47.024>AI <00:26:47.132>governance. <00:26:47.240>So

00:26:48.870 --> 00:26:48.880 align:start position:0%
<00:26:48.870>loop <00:26:48.871>reviews <00:26:48.873>and <00:26:48.874>also <00:26:48.876>AI <00:26:48.877>governance. <00:26:48.879>So

00:26:48.880 --> 00:26:51.430 align:start position:0%
<00:26:48.880>loop <00:26:48.996>reviews <00:26:49.113>and <00:26:49.230>also <00:26:49.346>AI <00:26:49.463>governance. <00:26:49.580>So <00:26:49.696>like <00:26:49.813>agents <00:26:49.930>permissions <00:26:50.046>and <00:26:50.163>audit <00:26:50.280>traces

00:26:51.430 --> 00:26:51.440 align:start position:0%
<00:26:51.430>like <00:26:51.431>agents <00:26:51.433>permissions <00:26:51.435>and <00:26:51.437>audit <00:26:51.439>traces

00:26:51.440 --> 00:26:53.269 align:start position:0%
<00:26:51.440>like <00:26:51.567>agents <00:26:51.694>permissions <00:26:51.821>and <00:26:51.949>audit <00:26:52.076>traces <00:26:52.203>sessions. <00:26:52.330>I <00:26:52.458>think <00:26:52.585>yesterday <00:26:52.712>in <00:26:52.840>the

00:26:53.269 --> 00:26:53.279 align:start position:0%
<00:26:53.269>sessions. <00:26:53.270>I <00:26:53.272>think <00:26:53.274>yesterday <00:26:53.276>in <00:26:53.278>the

00:26:53.279 --> 00:26:55.430 align:start position:0%
<00:26:53.279>sessions. <00:26:53.395>I <00:26:53.512>think <00:26:53.629>yesterday <00:26:53.745>in <00:26:53.862>the <00:26:53.979>keynotes <00:26:54.095>it <00:26:54.212>was <00:26:54.329>called <00:26:54.445>trails. <00:26:54.562>So <00:26:54.679>like

00:26:55.430 --> 00:26:55.440 align:start position:0%
<00:26:55.430>keynotes <00:26:55.431>it <00:26:55.433>was <00:26:55.434>called <00:26:55.436>trails. <00:26:55.437>So <00:26:55.439>like

00:26:55.440 --> 00:26:58.630 align:start position:0%
<00:26:55.440>keynotes <00:26:55.540>it <00:26:55.640>was <00:26:55.740>called <00:26:55.840>trails. <00:26:55.940>So <00:26:56.040>like <00:26:56.140>anything <00:26:56.240>that <00:26:56.340>the <00:26:56.440>agents <00:26:56.540>do <00:26:56.640>um <00:26:56.740>keep <00:26:56.840>an

00:26:58.630 --> 00:26:58.640 align:start position:0%
<00:26:58.630>anything <00:26:58.631>that <00:26:58.632>the <00:26:58.633>agents <00:26:58.635>do <00:26:58.636>um <00:26:58.637>keep <00:26:58.639>an

00:26:58.640 --> 00:27:00.390 align:start position:0%
<00:26:58.640>anything <00:26:58.740>that <00:26:58.840>the <00:26:58.940>agents <00:26:59.040>do <00:26:59.140>um <00:26:59.240>keep <00:26:59.340>an <00:26:59.440>eye <00:26:59.540>on <00:26:59.640>that <00:26:59.740>and <00:26:59.840>also <00:26:59.940>limit <00:27:00.040>specific

00:27:00.390 --> 00:27:00.400 align:start position:0%
<00:27:00.390>eye <00:27:00.391>on <00:27:00.393>that <00:27:00.394>and <00:27:00.396>also <00:27:00.397>limit <00:27:00.399>specific

00:27:00.400 --> 00:27:02.549 align:start position:0%
<00:27:00.400>eye <00:27:00.507>on <00:27:00.615>that <00:27:00.723>and <00:27:00.830>also <00:27:00.938>limit <00:27:01.046>specific <00:27:01.153>permissions <00:27:01.261>and <00:27:01.369>then <00:27:01.476>like <00:27:01.584>iterate <00:27:01.692>on <00:27:01.800>the

00:27:02.549 --> 00:27:02.559 align:start position:0%
<00:27:02.549>permissions <00:27:02.550>and <00:27:02.552>then <00:27:02.553>like <00:27:02.555>iterate <00:27:02.556>on <00:27:02.558>the

00:27:02.559 --> 00:27:05.269 align:start position:0%
<00:27:02.559>permissions <00:27:02.714>and <00:27:02.870>then <00:27:03.025>like <00:27:03.181>iterate <00:27:03.336>on <00:27:03.492>the <00:27:03.647>actual <00:27:03.803>modernization <00:27:03.959>plan.

00:27:05.269 --> 00:27:05.279 align:start position:0%
<00:27:05.269>actual <00:27:05.273>modernization <00:27:05.278>plan.

00:27:05.279 --> 00:27:07.750 align:start position:0%
<00:27:05.279>actual <00:27:05.559>modernization <00:27:05.839>plan. <00:27:06.119>So <00:27:06.399>yeah <00:27:06.679>um

00:27:07.750 --> 00:27:07.760 align:start position:0%
<00:27:07.750>So <00:27:07.754>yeah <00:27:07.759>um

00:27:07.760 --> 00:27:09.830 align:start position:0%
<00:27:07.760>So <00:27:08.040>yeah <00:27:08.320>um <00:27:08.600>for <00:27:08.879>a <00:27:09.160>recap

00:27:09.830 --> 00:27:09.840 align:start position:0%
<00:27:09.830>for <00:27:09.834>a <00:27:09.839>recap

00:27:09.840 --> 00:27:12.390 align:start position:0%
<00:27:09.840>for <00:27:10.014>a <00:27:10.189>recap <00:27:10.365>we <00:27:10.540>learned <00:27:10.715>like <00:27:10.889>to <00:27:11.064>demand <00:27:11.240>evidence

00:27:12.390 --> 00:27:12.400 align:start position:0%
<00:27:12.390>we <00:27:12.391>learned <00:27:12.393>like <00:27:12.395>to <00:27:12.397>demand <00:27:12.399>evidence

00:27:12.400 --> 00:27:14.630 align:start position:0%
<00:27:12.400>we <00:27:12.540>learned <00:27:12.680>like <00:27:12.820>to <00:27:12.960>demand <00:27:13.100>evidence <00:27:13.240>before <00:27:13.380>trusting <00:27:13.520>the <00:27:13.660>modernization <00:27:13.800>like

00:27:14.630 --> 00:27:14.640 align:start position:0%
<00:27:14.630>before <00:27:14.632>trusting <00:27:14.634>the <00:27:14.636>modernization <00:27:14.639>like

00:27:14.640 --> 00:27:18.070 align:start position:0%
<00:27:14.640>before <00:27:14.780>trusting <00:27:14.920>the <00:27:15.060>modernization <00:27:15.200>like <00:27:15.340>in <00:27:15.480>C++ <00:27:15.620>with <00:27:15.760>that <00:27:15.900>unused <00:27:16.040>code

00:27:18.070 --> 00:27:18.080 align:start position:0%
<00:27:18.070>in <00:27:18.071>C++ <00:27:18.073>with <00:27:18.075>that <00:27:18.077>unused <00:27:18.079>code

00:27:18.080 --> 00:27:20.870 align:start position:0%
<00:27:18.080>in <00:27:18.207>C++ <00:27:18.334>with <00:27:18.461>that <00:27:18.589>unused <00:27:18.716>code <00:27:18.843>also <00:27:18.970>split <00:27:19.098>the <00:27:19.225>modernization <00:27:19.352>into <00:27:19.480>reval

00:27:20.870 --> 00:27:20.880 align:start position:0%
<00:27:20.870>also <00:27:20.871>split <00:27:20.873>the <00:27:20.875>modernization <00:27:20.877>into <00:27:20.879>reval

00:27:20.880 --> 00:27:24.149 align:start position:0%
<00:27:20.880>also <00:27:21.007>split <00:27:21.134>the <00:27:21.261>modernization <00:27:21.389>into <00:27:21.516>reval <00:27:21.643>decisions <00:27:21.770>so <00:27:21.898>like <00:27:22.025>modernize <00:27:22.152>the <00:27:22.280>language

00:27:24.149 --> 00:27:24.159 align:start position:0%
<00:27:24.149>decisions <00:27:24.150>so <00:27:24.152>like <00:27:24.154>modernize <00:27:24.156>the <00:27:24.158>language

00:27:24.159 --> 00:27:26.310 align:start position:0%
<00:27:24.159>decisions <00:27:24.286>so <00:27:24.413>like <00:27:24.540>modernize <00:27:24.668>the <00:27:24.795>language <00:27:24.922>modernize <00:27:25.049>the <00:27:25.177>platform <00:27:25.304>to <00:27:25.431>containers <00:27:25.559>and

00:27:26.310 --> 00:27:26.320 align:start position:0%
<00:27:26.310>modernize <00:27:26.311>the <00:27:26.313>platform <00:27:26.315>to <00:27:26.317>containers <00:27:26.319>and

00:27:26.320 --> 00:27:27.830 align:start position:0%
<00:27:26.320>modernize <00:27:26.546>the <00:27:26.773>platform <00:27:26.999>to <00:27:27.226>containers <00:27:27.452>and <00:27:27.678>Kubernetes

00:27:27.830 --> 00:27:27.840 align:start position:0%
Kubernetes

00:27:27.840 --> 00:27:30.310 align:start position:0%
<00:27:27.840>Kubernetes <00:27:28.040>um <00:27:28.240>and <00:27:28.439>also <00:27:28.639>decide <00:27:28.840>what <00:27:29.040>must <00:27:29.240>remain

00:27:30.310 --> 00:27:30.320 align:start position:0%
<00:27:30.310>um <00:27:30.311>and <00:27:30.312>also <00:27:30.314>decide <00:27:30.316>what <00:27:30.317>must <00:27:30.319>remain

00:27:30.320 --> 00:27:32.710 align:start position:0%
<00:27:30.320>um <00:27:30.447>and <00:27:30.574>also <00:27:30.701>decide <00:27:30.829>what <00:27:30.956>must <00:27:31.083>remain <00:27:31.210>untouched <00:27:31.338>like <00:27:31.465>with <00:27:31.592>cobalt <00:27:31.720>certain

00:27:32.710 --> 00:27:32.720 align:start position:0%
<00:27:32.710>untouched <00:27:32.712>like <00:27:32.714>with <00:27:32.716>cobalt <00:27:32.719>certain

00:27:32.720 --> 00:27:34.870 align:start position:0%
<00:27:32.720>untouched <00:27:32.847>like <00:27:32.974>with <00:27:33.101>cobalt <00:27:33.229>certain <00:27:33.356>things <00:27:33.483>can <00:27:33.610>be <00:27:33.738>changed <00:27:33.865>but <00:27:33.992>some <00:27:34.120>might

00:27:34.870 --> 00:27:34.880 align:start position:0%
<00:27:34.870>things <00:27:34.871>can <00:27:34.873>be <00:27:34.874>changed <00:27:34.876>but <00:27:34.877>some <00:27:34.879>might

00:27:34.880 --> 00:27:37.190 align:start position:0%
<00:27:34.880>things <00:27:34.996>can <00:27:35.113>be <00:27:35.230>changed <00:27:35.346>but <00:27:35.463>some <00:27:35.580>might <00:27:35.696>not. <00:27:35.813>And <00:27:35.930>also <00:27:36.046>validate <00:27:36.163>the <00:27:36.280>target

00:27:37.190 --> 00:27:37.200 align:start position:0%
<00:27:37.190>not. <00:27:37.191>And <00:27:37.193>also <00:27:37.195>validate <00:27:37.197>the <00:27:37.199>target

00:27:37.200 --> 00:27:39.269 align:start position:0%
<00:27:37.200>not. <00:27:37.327>And <00:27:37.454>also <00:27:37.581>validate <00:27:37.709>the <00:27:37.836>target <00:27:37.963>environment <00:27:38.090>and <00:27:38.218>not <00:27:38.345>just <00:27:38.472>the <00:27:38.600>language.

00:27:39.269 --> 00:27:39.279 align:start position:0%
<00:27:39.269>environment <00:27:39.270>and <00:27:39.272>not <00:27:39.274>just <00:27:39.276>the <00:27:39.278>language.

00:27:39.279 --> 00:27:41.830 align:start position:0%
<00:27:39.279>environment <00:27:39.419>and <00:27:39.559>not <00:27:39.699>just <00:27:39.839>the <00:27:39.979>language. <00:27:40.119>Specifically <00:27:40.259>for <00:27:40.399>Rust <00:27:40.539>with <00:27:40.679>automotive

00:27:41.830 --> 00:27:41.840 align:start position:0%
<00:27:41.830>Specifically <00:27:41.832>for <00:27:41.834>Rust <00:27:41.836>with <00:27:41.839>automotive

00:27:41.840 --> 00:27:44.310 align:start position:0%
<00:27:41.840>Specifically <00:27:41.947>for <00:27:42.055>Rust <00:27:42.163>with <00:27:42.270>automotive <00:27:42.378>and <00:27:42.486>firmware, <00:27:42.593>um <00:27:42.701>it <00:27:42.809>might <00:27:42.916>not <00:27:43.024>be <00:27:43.132>as <00:27:43.240>easy

00:27:44.310 --> 00:27:44.320 align:start position:0%
<00:27:44.310>and <00:27:44.311>firmware, <00:27:44.312>um <00:27:44.313>it <00:27:44.314>might <00:27:44.315>not <00:27:44.316>be <00:27:44.317>as <00:27:44.319>easy

00:27:44.320 --> 00:27:46.870 align:start position:0%
<00:27:44.320>and <00:27:44.436>firmware, <00:27:44.553>um <00:27:44.669>it <00:27:44.786>might <00:27:44.903>not <00:27:45.020>be <00:27:45.136>as <00:27:45.253>easy <00:27:45.370>as <00:27:45.486>it <00:27:45.603>looks <00:27:45.720>like.

00:27:46.870 --> 00:27:46.880 align:start position:0%
<00:27:46.870>as <00:27:46.873>it <00:27:46.876>looks <00:27:46.879>like.

00:27:46.880 --> 00:27:49.510 align:start position:0%
<00:27:46.880>as <00:27:47.007>it <00:27:47.134>looks <00:27:47.261>like. <00:27:47.389>And <00:27:47.516>last <00:27:47.643>but <00:27:47.770>not <00:27:47.898>least, <00:27:48.025>where <00:27:48.152>to <00:27:48.280>start.

00:27:49.510 --> 00:27:49.520 align:start position:0%
<00:27:49.510>And <00:27:49.511>last <00:27:49.512>but <00:27:49.513>not <00:27:49.515>least, <00:27:49.516>where <00:27:49.517>to <00:27:49.519>start.

00:27:49.520 --> 00:27:51.830 align:start position:0%
<00:27:49.520>And <00:27:49.607>last <00:27:49.695>but <00:27:49.782>not <00:27:49.870>least, <00:27:49.957>where <00:27:50.045>to <00:27:50.132>start. <00:27:50.220>It's <00:27:50.307>a <00:27:50.395>lot. <00:27:50.482>I <00:27:50.570>I <00:27:50.657>only <00:27:50.745>showed <00:27:50.832>like <00:27:50.920>the

00:27:51.830 --> 00:27:51.840 align:start position:0%
<00:27:51.830>It's <00:27:51.831>a <00:27:51.832>lot. <00:27:51.833>I <00:27:51.834>I <00:27:51.835>only <00:27:51.836>showed <00:27:51.837>like <00:27:51.839>the

00:27:51.840 --> 00:27:53.990 align:start position:0%
<00:27:51.840>It's <00:27:51.947>a <00:27:52.055>lot. <00:27:52.163>I <00:27:52.270>I <00:27:52.378>only <00:27:52.486>showed <00:27:52.593>like <00:27:52.701>the <00:27:52.809>backend <00:27:52.916>languages <00:27:53.024>which <00:27:53.132>I'm <00:27:53.240>confident

00:27:53.990 --> 00:27:54.000 align:start position:0%
<00:27:53.990>backend <00:27:53.992>languages <00:27:53.994>which <00:27:53.996>I'm <00:27:53.999>confident

00:27:54.000 --> 00:27:55.909 align:start position:0%
<00:27:54.000>backend <00:27:54.107>languages <00:27:54.215>which <00:27:54.323>I'm <00:27:54.430>confident <00:27:54.538>in, <00:27:54.646>but <00:27:54.753>I <00:27:54.861>would <00:27:54.969>say <00:27:55.076>it <00:27:55.184>applies <00:27:55.292>to <00:27:55.400>any

00:27:55.909 --> 00:27:55.919 align:start position:0%
<00:27:55.909>in, <00:27:55.910>but <00:27:55.911>I <00:27:55.912>would <00:27:55.913>say <00:27:55.914>it <00:27:55.915>applies <00:27:55.916>to <00:27:55.918>any

00:27:55.919 --> 00:27:57.830 align:start position:0%
<00:27:55.919>in, <00:27:56.001>but <00:27:56.083>I <00:27:56.166>would <00:27:56.248>say <00:27:56.330>it <00:27:56.413>applies <00:27:56.495>to <00:27:56.577>any <00:27:56.660>language. <00:27:56.742>If <00:27:56.824>you <00:27:56.907>look <00:27:56.989>at <00:27:57.071>it <00:27:57.154>at <00:27:57.236>a <00:27:57.319>closer

00:27:57.830 --> 00:27:57.840 align:start position:0%
<00:27:57.830>language. <00:27:57.831>If <00:27:57.832>you <00:27:57.833>look <00:27:57.834>at <00:27:57.835>it <00:27:57.836>at <00:27:57.837>a <00:27:57.839>closer

00:27:57.840 --> 00:28:00.549 align:start position:0%
<00:27:57.840>language. <00:27:57.939>If <00:27:58.040>you <00:27:58.139>look <00:27:58.240>at <00:27:58.340>it <00:27:58.439>at <00:27:58.540>a <00:27:58.639>closer <00:27:58.740>way <00:27:58.840>like <00:27:58.939>pick <00:27:59.040>that <00:27:59.139>one <00:27:59.240>modernization

00:28:00.549 --> 00:28:00.559 align:start position:0%
<00:28:00.549>way <00:28:00.550>like <00:28:00.552>pick <00:28:00.554>that <00:28:00.556>one <00:28:00.558>modernization

00:28:00.559 --> 00:28:03.110 align:start position:0%
<00:28:00.559>way <00:28:00.686>like <00:28:00.813>pick <00:28:00.940>that <00:28:01.068>one <00:28:01.195>modernization <00:28:01.322>pressure <00:28:01.449>point <00:28:01.577>whether <00:28:01.704>it's <00:28:01.831>runtime <00:28:01.959>a

00:28:03.110 --> 00:28:03.120 align:start position:0%
<00:28:03.110>pressure <00:28:03.111>point <00:28:03.113>whether <00:28:03.115>it's <00:28:03.117>runtime <00:28:03.119>a

00:28:03.120 --> 00:28:05.750 align:start position:0%
<00:28:03.120>pressure <00:28:03.260>point <00:28:03.399>whether <00:28:03.540>it's <00:28:03.679>runtime <00:28:03.820>a <00:28:03.959>dependency <00:28:04.100>or <00:28:04.239>language <00:28:04.379>boundary <00:28:04.520>start

00:28:05.750 --> 00:28:05.760 align:start position:0%
<00:28:05.750>dependency <00:28:05.752>or <00:28:05.754>language <00:28:05.756>boundary <00:28:05.759>start

00:28:05.760 --> 00:28:09.430 align:start position:0%
<00:28:05.760>dependency <00:28:05.887>or <00:28:06.014>language <00:28:06.141>boundary <00:28:06.269>start <00:28:06.396>with <00:28:06.523>a <00:28:06.650>plan <00:28:06.778>challenge <00:28:06.905>any <00:28:07.032>assumptions <00:28:07.160>or

00:28:09.430 --> 00:28:09.440 align:start position:0%
<00:28:09.430>with <00:28:09.431>a <00:28:09.433>plan <00:28:09.434>challenge <00:28:09.436>any <00:28:09.437>assumptions <00:28:09.439>or

00:28:09.440 --> 00:28:11.350 align:start position:0%
<00:28:09.440>with <00:28:09.567>a <00:28:09.694>plan <00:28:09.821>challenge <00:28:09.949>any <00:28:10.076>assumptions <00:28:10.203>or <00:28:10.330>anything <00:28:10.458>that's <00:28:10.585>affected <00:28:10.712>because <00:28:10.840>agents

00:28:11.350 --> 00:28:11.360 align:start position:0%
<00:28:11.350>anything <00:28:11.352>that's <00:28:11.354>affected <00:28:11.356>because <00:28:11.359>agents

00:28:11.360 --> 00:28:13.430 align:start position:0%
<00:28:11.360>anything <00:28:11.476>that's <00:28:11.593>affected <00:28:11.709>because <00:28:11.826>agents <00:28:11.943>might <00:28:12.060>hall <00:28:12.176>loosen <00:28:12.293>it <00:28:12.409>as <00:28:12.526>well. <00:28:12.643>Um <00:28:12.760>and

00:28:13.430 --> 00:28:13.440 align:start position:0%
<00:28:13.430>might <00:28:13.431>hall <00:28:13.432>loosen <00:28:13.433>it <00:28:13.435>as <00:28:13.436>well. <00:28:13.437>Um <00:28:13.439>and

00:28:13.440 --> 00:28:15.190 align:start position:0%
<00:28:13.440>might <00:28:13.540>hall <00:28:13.640>loosen <00:28:13.740>it <00:28:13.840>as <00:28:13.940>well. <00:28:14.040>Um <00:28:14.140>and <00:28:14.240>also <00:28:14.340>figure <00:28:14.440>out <00:28:14.540>what <00:28:14.640>could <00:28:14.740>be <00:28:14.840>possible

00:28:15.190 --> 00:28:15.200 align:start position:0%
<00:28:15.190>also <00:28:15.191>figure <00:28:15.193>out <00:28:15.194>what <00:28:15.196>could <00:28:15.197>be <00:28:15.199>possible

00:28:15.200 --> 00:28:19.669 align:start position:0%
<00:28:15.200>also <00:28:15.293>figure <00:28:15.386>out <00:28:15.480>what <00:28:15.573>could <00:28:15.666>be <00:28:15.760>possible <00:28:15.853>to <00:28:15.946>do <00:28:16.040>a <00:28:16.133>roll <00:28:16.226>back. <00:28:16.320>Um <00:28:16.413>yes <00:28:16.506>and <00:28:16.600>capture

00:28:19.669 --> 00:28:19.679 align:start position:0%
<00:28:19.669>to <00:28:19.670>do <00:28:19.671>a <00:28:19.672>roll <00:28:19.673>back. <00:28:19.674>Um <00:28:19.675>yes <00:28:19.676>and <00:28:19.678>capture

00:28:19.679 --> 00:28:21.750 align:start position:0%
<00:28:19.679>to <00:28:19.779>do <00:28:19.879>a <00:28:19.979>roll <00:28:20.079>back. <00:28:20.179>Um <00:28:20.279>yes <00:28:20.379>and <00:28:20.479>capture <00:28:20.579>the <00:28:20.679>the <00:28:20.779>knowledge <00:28:20.879>or <00:28:20.979>anything <00:28:21.079>that's

00:28:21.750 --> 00:28:21.760 align:start position:0%
<00:28:21.750>the <00:28:21.751>the <00:28:21.753>knowledge <00:28:21.755>or <00:28:21.757>anything <00:28:21.759>that's

00:28:21.760 --> 00:28:24.149 align:start position:0%
<00:28:21.760>the <00:28:21.876>the <00:28:21.993>knowledge <00:28:22.110>or <00:28:22.226>anything <00:28:22.343>that's <00:28:22.460>gained <00:28:22.576>whether <00:28:22.693>it's <00:28:22.810>in <00:28:22.926>agent <00:28:23.043>memory <00:28:23.160>or

00:28:24.149 --> 00:28:24.159 align:start position:0%
<00:28:24.149>gained <00:28:24.150>whether <00:28:24.152>it's <00:28:24.153>in <00:28:24.155>agent <00:28:24.156>memory <00:28:24.158>or

00:28:24.159 --> 00:28:27.430 align:start position:0%
<00:28:24.159>gained <00:28:24.252>whether <00:28:24.345>it's <00:28:24.439>in <00:28:24.532>agent <00:28:24.625>memory <00:28:24.719>or <00:28:24.812>put <00:28:24.905>it <00:28:24.999>in <00:28:25.092>an <00:28:25.185>issue <00:28:25.279>as <00:28:25.372>a <00:28:25.465>boring <00:28:25.559>solution.

00:28:27.430 --> 00:28:27.440 align:start position:0%
<00:28:27.430>put <00:28:27.431>it <00:28:27.432>in <00:28:27.433>an <00:28:27.434>issue <00:28:27.435>as <00:28:27.436>a <00:28:27.437>boring <00:28:27.439>solution.

00:28:27.440 --> 00:28:28.950 align:start position:0%
<00:28:27.440>put <00:28:27.530>it <00:28:27.621>in <00:28:27.711>an <00:28:27.802>issue <00:28:27.893>as <00:28:27.983>a <00:28:28.074>boring <00:28:28.164>solution. <00:28:28.255>Yeah. <00:28:28.346>And <00:28:28.436>then <00:28:28.527>start <00:28:28.617>with <00:28:28.708>the <00:28:28.799>smallest

00:28:28.950 --> 00:28:28.960 align:start position:0%
<00:28:28.950>Yeah. <00:28:28.951>And <00:28:28.953>then <00:28:28.954>start <00:28:28.956>with <00:28:28.957>the <00:28:28.959>smallest

00:28:28.960 --> 00:28:30.950 align:start position:0%
<00:28:28.960>Yeah. <00:28:29.087>And <00:28:29.214>then <00:28:29.341>start <00:28:29.469>with <00:28:29.596>the <00:28:29.723>smallest <00:28:29.850>change <00:28:29.978>possible <00:28:30.105>like <00:28:30.232>minimal <00:28:30.360>viable

00:28:30.950 --> 00:28:30.960 align:start position:0%
<00:28:30.950>change <00:28:30.952>possible <00:28:30.954>like <00:28:30.956>minimal <00:28:30.959>viable

00:28:30.960 --> 00:28:33.909 align:start position:0%
<00:28:30.960>change <00:28:31.087>possible <00:28:31.214>like <00:28:31.341>minimal <00:28:31.469>viable <00:28:31.596>change. <00:28:31.723>Um <00:28:31.850>and <00:28:31.978>when <00:28:32.105>the <00:28:32.232>CI/CD <00:28:32.360>pipelines

00:28:33.909 --> 00:28:33.919 align:start position:0%
<00:28:33.909>change. <00:28:33.910>Um <00:28:33.912>and <00:28:33.913>when <00:28:33.915>the <00:28:33.916>CI/CD <00:28:33.918>pipelines

00:28:33.919 --> 00:28:36.230 align:start position:0%
<00:28:33.919>change. <00:28:34.019>Um <00:28:34.119>and <00:28:34.219>when <00:28:34.319>the <00:28:34.419>CI/CD <00:28:34.519>pipelines <00:28:34.619>are <00:28:34.719>green <00:28:34.819>and <00:28:34.919>they <00:28:35.019>are <00:28:35.119>okay <00:28:35.219>then <00:28:35.319>the

00:28:36.230 --> 00:28:36.240 align:start position:0%
<00:28:36.230>are <00:28:36.231>green <00:28:36.232>and <00:28:36.233>they <00:28:36.235>are <00:28:36.236>okay <00:28:36.237>then <00:28:36.239>the

00:28:36.240 --> 00:28:39.110 align:start position:0%
<00:28:36.240>are <00:28:36.347>green <00:28:36.455>and <00:28:36.563>they <00:28:36.670>are <00:28:36.778>okay <00:28:36.886>then <00:28:36.993>the <00:28:37.101>first <00:28:37.209>modernization <00:28:37.316>step <00:28:37.424>can <00:28:37.532>be <00:28:37.640>done

00:28:39.110 --> 00:28:39.120 align:start position:0%
<00:28:39.110>first <00:28:39.111>modernization <00:28:39.113>step <00:28:39.115>can <00:28:39.117>be <00:28:39.119>done

00:28:39.120 --> 00:28:43.029 align:start position:0%
<00:28:39.120>first <00:28:39.247>modernization <00:28:39.374>step <00:28:39.501>can <00:28:39.629>be <00:28:39.756>done <00:28:39.883>with <00:28:40.010>like <00:28:40.138>agents <00:28:40.265>and <00:28:40.392>humans <00:28:40.520>together.

00:28:43.029 --> 00:28:43.039 align:start position:0%
<00:28:43.029>with <00:28:43.030>like <00:28:43.032>agents <00:28:43.034>and <00:28:43.036>humans <00:28:43.038>together.

00:28:43.039 --> 00:28:45.990 align:start position:0%
<00:28:43.039>with <00:28:43.155>like <00:28:43.272>agents <00:28:43.389>and <00:28:43.505>humans <00:28:43.622>together. <00:28:43.739>That's <00:28:43.855>it. <00:28:43.972>Um <00:28:44.089>thanks <00:28:44.205>for <00:28:44.322>your <00:28:44.439>attention.

00:28:45.990 --> 00:28:46.000 align:start position:0%
<00:28:45.990>That's <00:28:45.991>it. <00:28:45.993>Um <00:28:45.994>thanks <00:28:45.996>for <00:28:45.997>your <00:28:45.999>attention.

00:28:46.000 --> 00:28:47.830 align:start position:0%
<00:28:46.000>That's <00:28:46.100>it. <00:28:46.200>Um <00:28:46.300>thanks <00:28:46.400>for <00:28:46.500>your <00:28:46.600>attention. <00:28:46.700>Uh <00:28:46.800>the <00:28:46.900>QR <00:28:47.000>code <00:28:47.100>has <00:28:47.200>the <00:28:47.300>slides. <00:28:47.400>They're

00:28:47.830 --> 00:28:47.840 align:start position:0%
<00:28:47.830>Uh <00:28:47.831>the <00:28:47.832>QR <00:28:47.833>code <00:28:47.835>has <00:28:47.836>the <00:28:47.837>slides. <00:28:47.839>They're

00:28:47.840 --> 00:28:52.484 align:start position:0%
<00:28:47.840>Uh <00:28:47.939>the <00:28:48.040>QR <00:28:48.139>code <00:28:48.240>has <00:28:48.340>the <00:28:48.439>slides. <00:28:48.540>They're <00:28:48.639>also <00:28:48.740>public <00:28:48.840>already. <00:28:48.939>So <00:28:49.040>yeah, <00:28:49.139>thank <00:28:49.240>you

00:28:52.484 --> 00:28:52.494 align:start position:0%
<00:28:52.484>also <00:28:52.485>public <00:28:52.486>already. <00:28:52.488>So <00:28:52.490>yeah, <00:28:52.491>thank <00:28:52.493>you

00:28:52.494 --> 00:28:54.514 align:start position:0%
<00:28:52.494>also <00:28:52.694>public <00:28:52.894>already. <00:28:53.093>So <00:28:53.293>yeah, <00:28:53.494>thank <00:28:53.694>you <00:28:53.894>[applause]