WEBVTT

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<00:00:05.000>Good <00:00:05.107>morning, <00:00:05.215>folks. <00:00:05.323>Always <00:00:05.430>excited <00:00:05.538>to <00:00:05.646>be <00:00:05.753>back <00:00:05.861>at <00:00:05.969>Via <00:00:06.076>Developers. <00:00:06.184>Um, <00:00:06.292>I <00:00:06.400>think

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<00:00:07.350>be <00:00:07.351>back <00:00:07.352>at <00:00:07.353>Via <00:00:07.355>Developers. <00:00:07.356>Um, <00:00:07.357>I <00:00:07.359>think

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<00:00:12.560>I <00:00:12.642>cannot <00:00:12.724>tell <00:00:12.807>you <00:00:12.889>how <00:00:12.971>exciting <00:00:13.054>it <00:00:13.136>is <00:00:13.218>to <00:00:13.301>be <00:00:13.383>on <00:00:13.465>stage <00:00:13.548>talking <00:00:13.630>to <00:00:13.712>all <00:00:13.795>of <00:00:13.877>you. <00:00:13.960>I'm

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<00:00:18.870>fast <00:00:18.873>as <00:00:18.876>humanly <00:00:18.878>possible.

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<00:00:24.920>have <00:00:25.002>a <00:00:25.084>ton <00:00:25.167>of <00:00:25.249>time <00:00:25.331>for <00:00:25.414>Q&amp;A, <00:00:25.496>but <00:00:25.578>you <00:00:25.661>can <00:00:25.743>grab <00:00:25.825>me <00:00:25.908>while <00:00:25.990>I'm <00:00:26.072>around <00:00:26.155>at <00:00:26.237>the <00:00:26.320>IBM

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<00:00:55.150>run <00:00:55.151>my <00:00:55.152>own <00:00:55.153>blog <00:00:55.155>with <00:00:55.156>like <00:00:55.157>almost <00:00:55.159>daily

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<00:00:55.160>run <00:00:55.253>my <00:00:55.346>own <00:00:55.440>blog <00:00:55.533>with <00:00:55.626>like <00:00:55.720>almost <00:00:55.813>daily <00:00:55.906>blogging. <00:00:56.000>Um, <00:00:56.093>and <00:00:56.186>I <00:00:56.279>am <00:00:56.373>actually <00:00:56.466>a <00:00:56.559>human

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<00:00:58.190>blogging. <00:00:58.191>Um, <00:00:58.192>and <00:00:58.193>I <00:00:58.195>am <00:00:58.196>actually <00:00:58.197>a <00:00:58.199>human

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<00:00:58.200>blogging. <00:00:58.300>Um, <00:00:58.400>and <00:00:58.500>I <00:00:58.600>am <00:00:58.700>actually <00:00:58.800>a <00:00:58.900>human <00:00:59.000>and <00:00:59.100>I <00:00:59.200>am <00:00:59.300>approachable. <00:00:59.400>So, <00:00:59.500>please <00:00:59.600>please

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<00:01:01.430>and <00:01:01.431>I <00:01:01.433>am <00:01:01.434>approachable. <00:01:01.436>So, <00:01:01.437>please <00:01:01.439>please

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<00:01:01.440>and <00:01:01.540>I <00:01:01.640>am <00:01:01.739>approachable. <00:01:01.839>So, <00:01:01.940>please <00:01:02.040>please <00:01:02.140>make <00:01:02.239>use <00:01:02.339>of <00:01:02.440>this. <00:01:02.540>Uh, <00:01:02.640>follow <00:01:02.739>me. <00:01:02.839>Reach

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<00:01:03.710>make <00:01:03.711>use <00:01:03.712>of <00:01:03.713>this. <00:01:03.715>Uh, <00:01:03.716>follow <00:01:03.717>me. <00:01:03.719>Reach

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<00:01:15.030>when <00:01:15.038>you

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<00:01:25.990>The <00:01:25.991>magic. <00:01:25.993>The <00:01:25.995>unicorn-like <00:01:25.997>kind <00:01:25.999>of

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<00:01:26.000>The <00:01:26.140>magic. <00:01:26.280>The <00:01:26.420>unicorn-like <00:01:26.560>kind <00:01:26.700>of <00:01:26.840>experience <00:01:26.980>when <00:01:27.120>all <00:01:27.260>the <00:01:27.400>boilerplate

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<00:01:28.310>experience <00:01:28.312>when <00:01:28.314>all <00:01:28.316>the <00:01:28.318>boilerplate

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<00:01:28.320>experience <00:01:28.600>when <00:01:28.880>all <00:01:29.160>the <00:01:29.440>boilerplate <00:01:29.720>disappeared.

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disappeared.

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<00:01:29.960>disappeared. <00:01:30.193>When <00:01:30.426>applications <00:01:30.660>and <00:01:30.893>tests <00:01:31.126>showed <00:01:31.360>up

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<00:01:32.470>When <00:01:32.471>applications <00:01:32.473>and <00:01:32.475>tests <00:01:32.477>showed <00:01:32.478>up

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<00:01:32.479>When <00:01:32.654>applications <00:01:32.829>and <00:01:33.005>tests <00:01:33.179>showed <00:01:33.354>up <00:01:33.529>out <00:01:33.704>of <00:01:33.880>nowhere.

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<00:01:34.150>out <00:01:34.154>of <00:01:34.158>nowhere.

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<00:01:34.160>out <00:01:34.335>of <00:01:34.509>nowhere. <00:01:34.685>That <00:01:34.860>was <00:01:35.035>really <00:01:35.210>really <00:01:35.384>my <00:01:35.560>first

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<00:01:37.590>That <00:01:37.591>was <00:01:37.593>really <00:01:37.595>really <00:01:37.597>my <00:01:37.598>first

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<00:01:37.600>That <00:01:37.833>was <00:01:38.066>really <00:01:38.300>really <00:01:38.533>my <00:01:38.766>first <00:01:39.000>experience.

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experience.

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<00:01:39.320>experience. <00:01:39.475>And <00:01:39.631>I <00:01:39.786>was <00:01:39.942>blown <00:01:40.097>away <00:01:40.253>and <00:01:40.408>scared <00:01:40.564>at <00:01:40.720>the

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<00:01:42.390>And <00:01:42.391>I <00:01:42.392>was <00:01:42.393>blown <00:01:42.394>away <00:01:42.395>and <00:01:42.396>scared <00:01:42.397>at <00:01:42.399>the

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<00:01:42.400>And <00:01:42.487>I <00:01:42.575>was <00:01:42.662>blown <00:01:42.750>away <00:01:42.837>and <00:01:42.925>scared <00:01:43.012>at <00:01:43.100>the <00:01:43.187>very <00:01:43.275>same <00:01:43.362>time <00:01:43.450>because <00:01:43.537>like <00:01:43.625>all <00:01:43.712>of <00:01:43.800>this

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<00:01:45.950>very <00:01:45.951>same <00:01:45.952>time <00:01:45.953>because <00:01:45.955>like <00:01:45.956>all <00:01:45.957>of <00:01:45.959>this

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<00:01:45.960>very <00:01:46.076>same <00:01:46.193>time <00:01:46.310>because <00:01:46.426>like <00:01:46.543>all <00:01:46.660>of <00:01:46.776>this <00:01:46.893>just <00:01:47.010>happened, <00:01:47.126>right? <00:01:47.243>Everything <00:01:47.360>felt

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<00:01:49.229>just <00:01:49.232>happened, <00:01:49.234>right? <00:01:49.236>Everything <00:01:49.239>felt

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<00:01:49.240>just <00:01:49.473>happened, <00:01:49.706>right? <00:01:49.940>Everything <00:01:50.173>felt <00:01:50.406>completely <00:01:50.640>effortless.

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<00:01:52.350>completely <00:01:52.359>effortless.

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<00:01:52.360>completely <00:01:52.593>effortless. <00:01:52.826>That <00:01:53.060>is <00:01:53.293>really <00:01:53.526>really <00:01:53.760>cool.

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<00:01:55.710>That <00:01:55.712>is <00:01:55.714>really <00:01:55.716>really <00:01:55.719>cool.

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<00:01:55.720>That <00:01:55.860>is <00:01:56.000>really <00:01:56.140>really <00:01:56.280>cool. <00:01:56.420>It <00:01:56.560>gets <00:01:56.700>very, <00:01:56.840>very <00:01:56.980>quickly <00:01:57.120>disappointing

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<00:02:00.030>It <00:02:00.031>gets <00:02:00.033>very, <00:02:00.035>very <00:02:00.037>quickly <00:02:00.039>disappointing

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<00:02:00.040>It <00:02:00.200>gets <00:02:00.361>very, <00:02:00.521>very <00:02:00.682>quickly <00:02:00.842>disappointing <00:02:01.003>though

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though

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<00:02:01.120>though <00:02:01.353>if <00:02:01.586>you <00:02:01.820>actually <00:02:02.053>point <00:02:02.286>these <00:02:02.520>coding

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<00:02:03.790>if <00:02:03.791>you <00:02:03.793>actually <00:02:03.795>point <00:02:03.797>these <00:02:03.798>coding

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<00:02:03.800>if <00:02:03.940>you <00:02:04.080>actually <00:02:04.220>point <00:02:04.360>these <00:02:04.500>coding <00:02:04.640>agents <00:02:04.780>at <00:02:04.920>real <00:02:05.060>code <00:02:05.200>bases.

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<00:02:07.590>agents <00:02:07.592>at <00:02:07.594>real <00:02:07.596>code <00:02:07.598>bases.

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<00:02:07.600>agents <00:02:07.727>at <00:02:07.854>real <00:02:07.981>code <00:02:08.109>bases. <00:02:08.236>And <00:02:08.363>I'm <00:02:08.490>talking <00:02:08.618>not <00:02:08.745>about <00:02:08.872>toy <00:02:09.000>projects

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<00:02:10.669>And <00:02:10.670>I'm <00:02:10.672>talking <00:02:10.673>not <00:02:10.675>about <00:02:10.676>toy <00:02:10.678>projects

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<00:02:10.679>And <00:02:10.834>I'm <00:02:10.990>talking <00:02:11.145>not <00:02:11.301>about <00:02:11.456>toy <00:02:11.612>projects <00:02:11.767>or <00:02:11.923>demo <00:02:12.079>projects.

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<00:02:12.510>or <00:02:12.514>demo <00:02:12.519>projects.

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<00:02:12.520>or <00:02:12.695>demo <00:02:12.870>projects. <00:02:13.045>I'm <00:02:13.220>talking <00:02:13.395>about <00:02:13.570>really <00:02:13.745>large <00:02:13.920>legacy

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<00:02:15.630>I'm <00:02:15.631>talking <00:02:15.633>about <00:02:15.635>really <00:02:15.637>large <00:02:15.638>legacy

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<00:02:15.640>I'm <00:02:15.767>talking <00:02:15.894>about <00:02:16.021>really <00:02:16.149>large <00:02:16.276>legacy <00:02:16.403>code <00:02:16.530>bases. <00:02:16.658>Stuff <00:02:16.785>that <00:02:16.912>actually <00:02:17.040>does

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<00:02:18.710>code <00:02:18.711>bases. <00:02:18.713>Stuff <00:02:18.715>that <00:02:18.717>actually <00:02:18.719>does

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<00:02:18.720>code <00:02:18.875>bases. <00:02:19.031>Stuff <00:02:19.186>that <00:02:19.342>actually <00:02:19.497>does <00:02:19.653>day-to-day <00:02:19.808>work. <00:02:19.964>Like <00:02:20.120>transaction

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<00:02:21.030>day-to-day <00:02:21.033>work. <00:02:21.036>Like <00:02:21.039>transaction

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<00:02:21.040>day-to-day <00:02:21.215>work. <00:02:21.390>Like <00:02:21.565>transaction <00:02:21.739>processing <00:02:21.915>or <00:02:22.090>even <00:02:22.265>like <00:02:22.440>banking

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<00:02:23.949>processing <00:02:23.951>or <00:02:23.953>even <00:02:23.955>like <00:02:23.958>banking

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<00:02:23.959>processing <00:02:24.223>or <00:02:24.488>even <00:02:24.753>like <00:02:25.018>banking <00:02:25.282>backends.

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backends.

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<00:02:25.440>backends. <00:02:26.140>Portfolio <00:02:26.840>calculations.

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<00:02:28.470>Portfolio <00:02:28.478>calculations.

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<00:02:28.480>Portfolio <00:02:28.635>calculations. <00:02:28.791>A <00:02:28.946>real <00:02:29.102>Java <00:02:29.257>code <00:02:29.413>base. <00:02:29.568>Something <00:02:29.724>that <00:02:29.880>we

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<00:02:31.030>A <00:02:31.031>real <00:02:31.032>Java <00:02:31.033>code <00:02:31.035>base. <00:02:31.036>Something <00:02:31.037>that <00:02:31.039>we

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<00:02:31.040>A <00:02:31.140>real <00:02:31.239>Java <00:02:31.340>code <00:02:31.440>base. <00:02:31.540>Something <00:02:31.640>that <00:02:31.739>we <00:02:31.840>all <00:02:31.940>maybe <00:02:32.040>have <00:02:32.140>implemented <00:02:32.239>at <00:02:32.340>some <00:02:32.440>point

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<00:02:34.790>all <00:02:34.791>maybe <00:02:34.793>have <00:02:34.794>implemented <00:02:34.796>at <00:02:34.797>some <00:02:34.799>point

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<00:02:34.800>all <00:02:34.955>maybe <00:02:35.111>have <00:02:35.266>implemented <00:02:35.422>at <00:02:35.577>some <00:02:35.733>point <00:02:35.888>in <00:02:36.044>our <00:02:36.200>lives.

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<00:02:37.670>in <00:02:37.674>our <00:02:37.679>lives.

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<00:02:37.680>in <00:02:37.880>our <00:02:38.080>lives. <00:02:38.280>A <00:02:38.480>lot <00:02:38.680>of <00:02:38.880>hidden <00:02:39.080>constraints.

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<00:02:40.110>A <00:02:40.112>lot <00:02:40.114>of <00:02:40.116>hidden <00:02:40.119>constraints.

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<00:02:40.120>A <00:02:40.320>lot <00:02:40.520>of <00:02:40.720>hidden <00:02:40.920>constraints. <00:02:41.120>A <00:02:41.320>lot <00:02:41.520>of

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<00:02:41.910>A <00:02:41.914>lot <00:02:41.919>of

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<00:02:41.920>A <00:02:42.270>lot <00:02:42.620>of <00:02:42.970>invisible <00:02:43.320>knowledge.

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<00:02:44.949>invisible <00:02:44.958>knowledge.

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<00:02:44.959>invisible <00:02:45.134>knowledge. <00:02:45.309>None <00:02:45.484>of <00:02:45.659>this <00:02:45.834>is <00:02:46.009>actually <00:02:46.184>documented <00:02:46.359>in

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<00:02:47.310>None <00:02:47.311>of <00:02:47.313>this <00:02:47.314>is <00:02:47.316>actually <00:02:47.317>documented <00:02:47.319>in

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<00:02:47.320>None <00:02:47.436>of <00:02:47.553>this <00:02:47.670>is <00:02:47.786>actually <00:02:47.903>documented <00:02:48.019>in <00:02:48.136>ways <00:02:48.253>that <00:02:48.370>coding <00:02:48.486>assistance <00:02:48.603>can <00:02:48.720>easily

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<00:02:50.310>ways <00:02:50.311>that <00:02:50.313>coding <00:02:50.315>assistance <00:02:50.317>can <00:02:50.319>easily

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<00:02:50.320>ways <00:02:50.519>that <00:02:50.720>coding <00:02:50.920>assistance <00:02:51.120>can <00:02:51.320>easily <00:02:51.519>access, <00:02:51.720>right?

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<00:02:51.949>access, <00:02:51.958>right?

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<00:02:51.959>access, <00:02:52.159>right? <00:02:52.359>There's <00:02:52.559>these <00:02:52.759>legacy <00:02:52.959>decisions <00:02:53.159>that <00:02:53.359>a

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<00:02:54.790>There's <00:02:54.791>these <00:02:54.793>legacy <00:02:54.795>decisions <00:02:54.797>that <00:02:54.799>a

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<00:02:54.800>There's <00:02:54.907>these <00:02:55.015>legacy <00:02:55.123>decisions <00:02:55.230>that <00:02:55.338>a <00:02:55.446>team <00:02:55.553>of <00:02:55.661>five <00:02:55.769>people <00:02:55.876>worked <00:02:55.984>out <00:02:56.092>with <00:02:56.200>a

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<00:02:58.430>team <00:02:58.431>of <00:02:58.432>five <00:02:58.433>people <00:02:58.435>worked <00:02:58.436>out <00:02:58.437>with <00:02:58.439>a

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<00:02:58.440>team <00:02:58.556>of <00:02:58.673>five <00:02:58.790>people <00:02:58.906>worked <00:02:59.023>out <00:02:59.140>with <00:02:59.256>a <00:02:59.373>customer <00:02:59.490>over <00:02:59.606>a <00:02:59.723>specific <00:02:59.840>integration

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<00:03:01.190>customer <00:03:01.192>over <00:03:01.194>a <00:03:01.196>specific <00:03:01.198>integration

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<00:03:01.200>customer <00:03:01.327>over <00:03:01.454>a <00:03:01.581>specific <00:03:01.709>integration <00:03:01.836>scenario <00:03:01.963>that <00:03:02.090>only <00:03:02.218>works <00:03:02.345>once <00:03:02.472>a <00:03:02.600>year

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<00:03:05.590>scenario <00:03:05.591>that <00:03:05.593>only <00:03:05.594>works <00:03:05.596>once <00:03:05.597>a <00:03:05.599>year

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<00:03:05.600>scenario <00:03:05.716>that <00:03:05.833>only <00:03:05.950>works <00:03:06.066>once <00:03:06.183>a <00:03:06.299>year <00:03:06.416>because <00:03:06.533>they <00:03:06.650>are <00:03:06.766>sending <00:03:06.883>a <00:03:07.000>different

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<00:03:07.630>because <00:03:07.631>they <00:03:07.633>are <00:03:07.635>sending <00:03:07.637>a <00:03:07.638>different

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<00:03:07.640>because <00:03:07.756>they <00:03:07.873>are <00:03:07.989>sending <00:03:08.106>a <00:03:08.223>different <00:03:08.339>import <00:03:08.456>file <00:03:08.573>that <00:03:08.690>needs <00:03:08.806>to <00:03:08.923>be <00:03:09.040>processed,

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<00:03:10.228>import <00:03:10.230>file <00:03:10.232>that <00:03:10.233>needs <00:03:10.234>to <00:03:10.236>be <00:03:10.238>processed,

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<00:03:10.239>import <00:03:10.386>file <00:03:10.534>that <00:03:10.682>needs <00:03:10.830>to <00:03:10.978>be <00:03:11.126>processed, <00:03:11.274>right?

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right?

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<00:03:11.400>right? <00:03:11.866>And <00:03:12.333>all <00:03:12.800>this

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<00:03:13.509>And <00:03:13.513>all <00:03:13.518>this

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<00:03:13.519>And <00:03:13.719>all <00:03:13.919>this <00:03:14.119>cross-module <00:03:14.319>configuration <00:03:14.519>that <00:03:14.719>makes <00:03:14.919>up

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<00:03:16.310>cross-module <00:03:16.312>configuration <00:03:16.314>that <00:03:16.316>makes <00:03:16.319>up

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<00:03:16.320>cross-module <00:03:16.447>configuration <00:03:16.574>that <00:03:16.701>makes <00:03:16.829>up <00:03:16.956>your <00:03:17.083>service <00:03:17.210>fleet <00:03:17.338>in <00:03:17.465>these <00:03:17.592>real <00:03:17.720>code

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<00:03:19.710>your <00:03:19.711>service <00:03:19.713>fleet <00:03:19.714>in <00:03:19.716>these <00:03:19.717>real <00:03:19.719>code

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<00:03:19.720>your <00:03:19.920>service <00:03:20.120>fleet <00:03:20.320>in <00:03:20.520>these <00:03:20.720>real <00:03:20.920>code <00:03:21.120>bases

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bases

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<00:03:21.480>bases <00:03:22.179>coupled <00:03:22.880>with

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<00:03:23.070>coupled <00:03:23.078>with

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<00:03:23.079>coupled <00:03:23.313>with <00:03:23.546>absolutely <00:03:23.779>exciting <00:03:24.013>and <00:03:24.246>dynamic <00:03:24.480>agents

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<00:03:26.228>absolutely <00:03:26.231>exciting <00:03:26.233>and <00:03:26.235>dynamic <00:03:26.238>agents

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<00:03:26.239>absolutely <00:03:26.394>exciting <00:03:26.550>and <00:03:26.705>dynamic <00:03:26.861>agents <00:03:27.016>leads <00:03:27.172>to <00:03:27.327>some <00:03:27.483>pretty <00:03:27.639>interesting

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<00:03:28.470>leads <00:03:28.472>to <00:03:28.474>some <00:03:28.476>pretty <00:03:28.478>interesting

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<00:03:28.480>leads <00:03:28.715>to <00:03:28.951>some <00:03:29.187>pretty <00:03:29.423>interesting <00:03:29.659>breakage.

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breakage.

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<00:03:29.800>breakage. <00:03:29.955>Um, <00:03:30.111>if <00:03:30.266>you <00:03:30.422>don't <00:03:30.577>do <00:03:30.733>it <00:03:30.888>right. <00:03:31.044>And <00:03:31.200>this

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<00:03:32.190>Um, <00:03:32.191>if <00:03:32.192>you <00:03:32.193>don't <00:03:32.194>do <00:03:32.195>it <00:03:32.196>right. <00:03:32.197>And <00:03:32.198>this

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<00:03:32.200>Um, <00:03:32.327>if <00:03:32.454>you <00:03:32.581>don't <00:03:32.709>do <00:03:32.836>it <00:03:32.963>right. <00:03:33.090>And <00:03:33.218>this <00:03:33.345>is <00:03:33.472>kind <00:03:33.600>of

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<00:03:34.470>is <00:03:34.474>kind <00:03:34.478>of

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<00:03:34.480>is <00:03:34.607>kind <00:03:34.734>of <00:03:34.861>what <00:03:34.989>I <00:03:35.116>see <00:03:35.243>a <00:03:35.370>lot <00:03:35.498>still <00:03:35.625>even <00:03:35.752>with <00:03:35.880>the

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<00:03:37.470>what <00:03:37.471>I <00:03:37.472>see <00:03:37.473>a <00:03:37.474>lot <00:03:37.475>still <00:03:37.476>even <00:03:37.477>with <00:03:37.478>the

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<00:03:37.480>what <00:03:37.619>I <00:03:37.760>see <00:03:37.899>a <00:03:38.040>lot <00:03:38.179>still <00:03:38.320>even <00:03:38.459>with <00:03:38.600>the <00:03:38.739>models <00:03:38.880>making

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<00:03:39.228>models <00:03:39.238>making

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<00:03:39.239>models <00:03:39.519>making <00:03:39.799>progress <00:03:40.079>across <00:03:40.359>the <00:03:40.639>board.

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<00:03:41.790>progress <00:03:41.793>across <00:03:41.796>the <00:03:41.799>board.

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<00:03:41.800>progress <00:03:42.000>across <00:03:42.200>the <00:03:42.400>board. <00:03:42.600>And <00:03:42.800>if <00:03:43.000>we're <00:03:43.200>honest

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<00:03:43.390>And <00:03:43.393>if <00:03:43.396>we're <00:03:43.399>honest

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<00:03:43.400>And <00:03:43.555>if <00:03:43.711>we're <00:03:43.866>honest <00:03:44.022>creating <00:03:44.177>code <00:03:44.333>was <00:03:44.488>never <00:03:44.644>really <00:03:44.800>the

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<00:03:45.590>creating <00:03:45.591>code <00:03:45.593>was <00:03:45.595>never <00:03:45.597>really <00:03:45.599>the

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<00:03:45.600>creating <00:03:45.700>code <00:03:45.799>was <00:03:45.900>never <00:03:46.000>really <00:03:46.100>the <00:03:46.200>problem <00:03:46.299>at <00:03:46.400>all, <00:03:46.500>right? <00:03:46.600>So <00:03:46.700>I <00:03:46.799>I <00:03:46.900>think <00:03:47.000>I've

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<00:03:48.310>problem <00:03:48.311>at <00:03:48.312>all, <00:03:48.313>right? <00:03:48.314>So <00:03:48.315>I <00:03:48.316>I <00:03:48.317>think <00:03:48.319>I've

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<00:03:48.320>problem <00:03:48.420>at <00:03:48.519>all, <00:03:48.620>right? <00:03:48.720>So <00:03:48.820>I <00:03:48.920>I <00:03:49.019>think <00:03:49.120>I've <00:03:49.220>seen <00:03:49.320>some <00:03:49.420>estimates <00:03:49.519>around <00:03:49.620>code <00:03:49.720>being

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<00:03:51.790>seen <00:03:51.791>some <00:03:51.793>estimates <00:03:51.795>around <00:03:51.797>code <00:03:51.799>being

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<00:03:51.800>seen <00:03:52.000>some <00:03:52.200>estimates <00:03:52.400>around <00:03:52.600>code <00:03:52.800>being <00:03:53.000>40% <00:03:53.200>max

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<00:03:54.350>40% <00:03:54.359>max

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<00:03:54.360>40% <00:03:54.560>max <00:03:54.760>of <00:03:54.960>a <00:03:55.160>software <00:03:55.360>development <00:03:55.560>project. <00:03:55.760>We're

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<00:03:57.270>of <00:03:57.271>a <00:03:57.273>software <00:03:57.275>development <00:03:57.277>project. <00:03:57.279>We're

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<00:03:57.280>of <00:03:57.435>a <00:03:57.591>software <00:03:57.746>development <00:03:57.902>project. <00:03:58.057>We're <00:03:58.213>talking <00:03:58.368>requirements <00:03:58.524>engineering. <00:03:58.680>We're

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<00:03:59.950>talking <00:03:59.953>requirements <00:03:59.956>engineering. <00:03:59.959>We're

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<00:03:59.960>talking <00:04:00.240>requirements <00:04:00.520>engineering. <00:04:00.800>We're <00:04:01.080>talking <00:04:01.360>invariants.

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<00:04:02.670>talking <00:04:02.679>invariants.

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<00:04:02.680>talking <00:04:02.880>invariants. <00:04:03.080>We're <00:04:03.280>talking <00:04:03.480>the <00:04:03.680>endless <00:04:03.880>hours <00:04:04.080>sitting

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<00:04:04.950>We're <00:04:04.951>talking <00:04:04.953>the <00:04:04.955>endless <00:04:04.957>hours <00:04:04.959>sitting

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<00:04:04.960>We're <00:04:05.087>talking <00:04:05.214>the <00:04:05.341>endless <00:04:05.469>hours <00:04:05.596>sitting <00:04:05.723>down <00:04:05.850>with <00:04:05.978>customers <00:04:06.105>trying <00:04:06.232>to <00:04:06.360>refactor

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<00:04:08.710>down <00:04:08.711>with <00:04:08.713>customers <00:04:08.715>trying <00:04:08.717>to <00:04:08.719>refactor

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<00:04:08.720>down <00:04:08.953>with <00:04:09.186>customers <00:04:09.420>trying <00:04:09.653>to <00:04:09.886>refactor <00:04:10.120>processes

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processes

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<00:04:10.360>processes <00:04:10.560>just <00:04:10.760>to <00:04:10.960>write <00:04:11.160>them <00:04:11.360>down, <00:04:11.560>right? <00:04:11.760>We're

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<00:04:12.670>just <00:04:12.671>to <00:04:12.673>write <00:04:12.674>them <00:04:12.676>down, <00:04:12.677>right? <00:04:12.679>We're

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<00:04:12.680>just <00:04:12.796>to <00:04:12.913>write <00:04:13.030>them <00:04:13.146>down, <00:04:13.263>right? <00:04:13.380>We're <00:04:13.496>talking <00:04:13.613>about <00:04:13.730>all <00:04:13.846>the <00:04:13.963>implicit <00:04:14.080>knowledge

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<00:04:15.390>talking <00:04:15.391>about <00:04:15.393>all <00:04:15.395>the <00:04:15.397>implicit <00:04:15.399>knowledge

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<00:04:15.400>talking <00:04:15.516>about <00:04:15.633>all <00:04:15.750>the <00:04:15.866>implicit <00:04:15.983>knowledge <00:04:16.100>buried <00:04:16.216>in <00:04:16.333>somebody <00:04:16.450>who's <00:04:16.566>been <00:04:16.683>at <00:04:16.800>the

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<00:04:17.149>buried <00:04:17.151>in <00:04:17.153>somebody <00:04:17.154>who's <00:04:17.156>been <00:04:17.157>at <00:04:17.159>the

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<00:04:17.160>buried <00:04:17.260>in <00:04:17.360>somebody <00:04:17.460>who's <00:04:17.560>been <00:04:17.660>at <00:04:17.760>the <00:04:17.860>company <00:04:17.960>for <00:04:18.060>20 <00:04:18.160>years <00:04:18.260>that <00:04:18.360>you <00:04:18.460>need <00:04:18.560>to

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<00:04:19.630>company <00:04:19.631>for <00:04:19.632>20 <00:04:19.633>years <00:04:19.635>that <00:04:19.636>you <00:04:19.637>need <00:04:19.639>to

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<00:04:19.640>company <00:04:19.740>for <00:04:19.839>20 <00:04:19.940>years <00:04:20.039>that <00:04:20.140>you <00:04:20.240>need <00:04:20.339>to <00:04:20.440>interview <00:04:20.539>over <00:04:20.640>a <00:04:20.740>coffee <00:04:20.839>and <00:04:20.940>maybe <00:04:21.039>a

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<00:04:21.709>interview <00:04:21.711>over <00:04:21.712>a <00:04:21.714>coffee <00:04:21.716>and <00:04:21.717>maybe <00:04:21.719>a

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<00:04:21.720>interview <00:04:21.820>over <00:04:21.920>a <00:04:22.020>coffee <00:04:22.120>and <00:04:22.220>maybe <00:04:22.320>a <00:04:22.420>cigarette. <00:04:22.520>Um <00:04:22.620>I'm <00:04:22.720>still <00:04:22.820>one <00:04:22.920>of <00:04:23.020>these <00:04:23.120>old

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<00:04:24.070>cigarette. <00:04:24.071>Um <00:04:24.072>I'm <00:04:24.073>still <00:04:24.075>one <00:04:24.076>of <00:04:24.077>these <00:04:24.079>old

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<00:04:24.080>cigarette. <00:04:24.187>Um <00:04:24.295>I'm <00:04:24.403>still <00:04:24.510>one <00:04:24.618>of <00:04:24.726>these <00:04:24.833>old <00:04:24.941>smokers <00:04:25.049>out <00:04:25.156>there. <00:04:25.264>So, <00:04:25.372>system <00:04:25.479>behavior

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<00:04:27.909>smokers <00:04:27.910>out <00:04:27.912>there. <00:04:27.914>So, <00:04:27.916>system <00:04:27.918>behavior

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<00:04:27.919>smokers <00:04:28.035>out <00:04:28.152>there. <00:04:28.269>So, <00:04:28.385>system <00:04:28.502>behavior <00:04:28.619>all <00:04:28.735>large, <00:04:28.852>not <00:04:28.969>really <00:04:29.085>the <00:04:29.202>code, <00:04:29.318>right?

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<00:04:31.270>all <00:04:31.271>large, <00:04:31.272>not <00:04:31.274>really <00:04:31.275>the <00:04:31.277>code, <00:04:31.279>right?

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<00:04:31.280>all <00:04:31.380>large, <00:04:31.479>not <00:04:31.580>really <00:04:31.679>the <00:04:31.780>code, <00:04:31.880>right? <00:04:31.979>What <00:04:32.080>is <00:04:32.179>easy <00:04:32.280>stays <00:04:32.380>easy <00:04:32.479>even <00:04:32.580>with <00:04:32.679>coding

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<00:04:34.190>What <00:04:34.191>is <00:04:34.192>easy <00:04:34.193>stays <00:04:34.195>easy <00:04:34.196>even <00:04:34.197>with <00:04:34.199>coding

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<00:04:34.200>What <00:04:34.375>is <00:04:34.550>easy <00:04:34.724>stays <00:04:34.900>easy <00:04:35.075>even <00:04:35.250>with <00:04:35.425>coding <00:04:35.599>agents.

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<00:04:36.919>Where <00:04:37.152>systems <00:04:37.385>actually <00:04:37.619>fail <00:04:37.852>is <00:04:38.085>a <00:04:38.318>lot

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<00:04:40.670>Where <00:04:40.671>systems <00:04:40.673>actually <00:04:40.674>fail <00:04:40.676>is <00:04:40.677>a <00:04:40.679>lot

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<00:04:40.680>Where <00:04:40.807>systems <00:04:40.934>actually <00:04:41.061>fail <00:04:41.189>is <00:04:41.316>a <00:04:41.443>lot <00:04:41.570>more <00:04:41.698>hidden, <00:04:41.825>a <00:04:41.952>lot <00:04:42.080>more

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<00:04:43.190>more <00:04:43.192>hidden, <00:04:43.194>a <00:04:43.196>lot <00:04:43.199>more

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<00:04:43.200>more <00:04:43.355>hidden, <00:04:43.511>a <00:04:43.666>lot <00:04:43.822>more <00:04:43.977>under <00:04:44.133>the <00:04:44.288>covers, <00:04:44.444>I'd <00:04:44.599>say.

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<00:04:45.790>under <00:04:45.792>the <00:04:45.794>covers, <00:04:45.796>I'd <00:04:45.799>say.

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<00:04:45.800>under <00:04:45.940>the <00:04:46.080>covers, <00:04:46.220>I'd <00:04:46.360>say. <00:04:46.500>It's <00:04:46.640>all <00:04:46.780>these <00:04:46.920>little <00:04:47.060>teensy <00:04:47.200>invariants

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<00:04:49.790>It's <00:04:49.791>all <00:04:49.793>these <00:04:49.795>little <00:04:49.797>teensy <00:04:49.799>invariants

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<00:04:49.800>It's <00:04:49.916>all <00:04:50.033>these <00:04:50.150>little <00:04:50.266>teensy <00:04:50.383>invariants <00:04:50.500>that <00:04:50.616>haven't <00:04:50.733>been <00:04:50.850>written <00:04:50.966>down <00:04:51.083>or <00:04:51.200>have

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<00:04:52.430>that <00:04:52.431>haven't <00:04:52.433>been <00:04:52.434>written <00:04:52.436>down <00:04:52.437>or <00:04:52.439>have

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<00:04:52.440>that <00:04:52.533>haven't <00:04:52.626>been <00:04:52.719>written <00:04:52.813>down <00:04:52.906>or <00:04:53.000>have <00:04:53.093>been <00:04:53.186>put <00:04:53.280>in <00:04:53.373>some <00:04:53.466>kind <00:04:53.560>of <00:04:53.653>writing <00:04:53.746>by <00:04:53.840>the

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<00:04:55.590>been <00:04:55.591>put <00:04:55.592>in <00:04:55.593>some <00:04:55.594>kind <00:04:55.595>of <00:04:55.596>writing <00:04:55.597>by <00:04:55.599>the

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<00:04:55.600>been <00:04:55.700>put <00:04:55.800>in <00:04:55.900>some <00:04:56.000>kind <00:04:56.100>of <00:04:56.200>writing <00:04:56.300>by <00:04:56.400>the <00:04:56.500>team <00:04:56.600>that <00:04:56.700>was <00:04:56.800>called <00:04:56.900>operations <00:04:57.000>before

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<00:04:58.950>team <00:04:58.951>that <00:04:58.953>was <00:04:58.955>called <00:04:58.957>operations <00:04:58.959>before

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<00:04:58.960>team <00:04:59.087>that <00:04:59.214>was <00:04:59.341>called <00:04:59.469>operations <00:04:59.596>before <00:04:59.723>it <00:04:59.850>got <00:04:59.978>renamed <00:05:00.105>to <00:05:00.232>platform <00:05:00.359>team.

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<00:05:01.350>it <00:05:01.351>got <00:05:01.353>renamed <00:05:01.355>to <00:05:01.357>platform <00:05:01.359>team.

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<00:05:01.360>it <00:05:01.467>got <00:05:01.575>renamed <00:05:01.683>to <00:05:01.790>platform <00:05:01.898>team. <00:05:02.006>Um <00:05:02.113>some <00:05:02.221>unseen <00:05:02.329>paths <00:05:02.436>that <00:05:02.544>are <00:05:02.652>encoded <00:05:02.760>in

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<00:05:06.390>Um <00:05:06.391>some <00:05:06.392>unseen <00:05:06.393>paths <00:05:06.395>that <00:05:06.396>are <00:05:06.397>encoded <00:05:06.399>in

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<00:05:06.400>Um <00:05:06.507>some <00:05:06.615>unseen <00:05:06.723>paths <00:05:06.830>that <00:05:06.938>are <00:05:07.046>encoded <00:05:07.153>in <00:05:07.261>very <00:05:07.369>diligent <00:05:07.476>ways <00:05:07.584>by <00:05:07.692>maybe <00:05:07.799>even

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<00:05:09.230>very <00:05:09.231>diligent <00:05:09.233>ways <00:05:09.235>by <00:05:09.237>maybe <00:05:09.239>even

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<00:05:09.240>very <00:05:09.367>diligent <00:05:09.494>ways <00:05:09.621>by <00:05:09.749>maybe <00:05:09.876>even <00:05:10.003>rockstar <00:05:10.130>programmers <00:05:10.258>back <00:05:10.385>in <00:05:10.512>the <00:05:10.640>days.

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<00:05:12.030>rockstar <00:05:12.031>programmers <00:05:12.033>back <00:05:12.035>in <00:05:12.037>the <00:05:12.039>days.

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<00:05:12.040>rockstar <00:05:12.273>programmers <00:05:12.506>back <00:05:12.740>in <00:05:12.973>the <00:05:13.206>days. <00:05:13.440>So,

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So,

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<00:05:13.800>So, <00:05:13.975>you <00:05:14.150>name <00:05:14.325>them. <00:05:14.500>This <00:05:14.675>list <00:05:14.850>is <00:05:15.025>endless <00:05:15.200>on

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<00:05:15.870>you <00:05:15.871>name <00:05:15.872>them. <00:05:15.873>This <00:05:15.875>list <00:05:15.876>is <00:05:15.877>endless <00:05:15.879>on

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<00:05:15.880>you <00:05:15.996>name <00:05:16.113>them. <00:05:16.230>This <00:05:16.346>list <00:05:16.463>is <00:05:16.580>endless <00:05:16.696>on <00:05:16.813>the <00:05:16.930>right. <00:05:17.046>Could <00:05:17.163>be <00:05:17.280>database

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<00:05:18.150>the <00:05:18.152>right. <00:05:18.154>Could <00:05:18.156>be <00:05:18.159>database

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<00:05:18.160>the <00:05:18.440>right. <00:05:18.720>Could <00:05:19.000>be <00:05:19.280>database <00:05:19.560>optimizations

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optimizations

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<00:05:20.080>optimizations <00:05:20.313>that <00:05:20.546>are <00:05:20.780>actually <00:05:21.013>hardcoded <00:05:21.246>in <00:05:21.479>the

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<00:05:21.830>that <00:05:21.831>are <00:05:21.833>actually <00:05:21.835>hardcoded <00:05:21.837>in <00:05:21.839>the

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<00:05:21.840>that <00:05:21.967>are <00:05:22.094>actually <00:05:22.221>hardcoded <00:05:22.349>in <00:05:22.476>the <00:05:22.603>database <00:05:22.730>that <00:05:22.858>the <00:05:22.985>agent <00:05:23.112>doesn't <00:05:23.239>even

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<00:05:23.710>database <00:05:23.711>that <00:05:23.713>the <00:05:23.715>agent <00:05:23.717>doesn't <00:05:23.719>even

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<00:05:23.720>database <00:05:23.827>that <00:05:23.935>the <00:05:24.043>agent <00:05:24.150>doesn't <00:05:24.258>even <00:05:24.366>have <00:05:24.473>access <00:05:24.581>to, <00:05:24.689>right? <00:05:24.796>So, <00:05:24.904>all <00:05:25.012>this <00:05:25.120>is

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<00:05:27.350>have <00:05:27.351>access <00:05:27.352>to, <00:05:27.353>right? <00:05:27.355>So, <00:05:27.356>all <00:05:27.357>this <00:05:27.359>is

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<00:05:27.360>have <00:05:27.476>access <00:05:27.593>to, <00:05:27.710>right? <00:05:27.826>So, <00:05:27.943>all <00:05:28.060>this <00:05:28.176>is <00:05:28.293>where <00:05:28.410>these <00:05:28.526>large <00:05:28.643>legacy <00:05:28.760>enterprise

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<00:05:29.990>where <00:05:29.992>these <00:05:29.994>large <00:05:29.996>legacy <00:05:29.999>enterprise

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<00:05:30.000>where <00:05:30.200>these <00:05:30.400>large <00:05:30.600>legacy <00:05:30.800>enterprise <00:05:31.000>systems <00:05:31.200>do <00:05:31.400>still

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<00:05:32.270>systems <00:05:32.274>do <00:05:32.279>still

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<00:05:32.280>systems <00:05:32.630>do <00:05:32.979>still <00:05:33.330>fail <00:05:33.679>today.

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<00:05:36.400>And <00:05:37.651>what

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<00:05:37.790>And <00:05:37.799>what

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<00:05:37.800>And <00:05:38.033>what <00:05:38.266>the <00:05:38.500>main <00:05:38.733>reason <00:05:38.966>for <00:05:39.200>this

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<00:05:40.070>the <00:05:40.072>main <00:05:40.074>reason <00:05:40.076>for <00:05:40.079>this

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<00:05:40.080>the <00:05:40.255>main <00:05:40.430>reason <00:05:40.604>for <00:05:40.780>this <00:05:40.955>is <00:05:41.130>missing <00:05:41.305>context, <00:05:41.479>right?

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<00:05:42.190>is <00:05:42.193>missing <00:05:42.195>context, <00:05:42.199>right?

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<00:05:42.200>is <00:05:42.340>missing <00:05:42.479>context, <00:05:42.620>right? <00:05:42.760>The <00:05:42.900>agent <00:05:43.039>doesn't <00:05:43.180>see <00:05:43.320>the <00:05:43.460>whole <00:05:43.599>picture

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<00:05:45.950>The <00:05:45.951>agent <00:05:45.953>doesn't <00:05:45.954>see <00:05:45.955>the <00:05:45.957>whole <00:05:45.959>picture

00:05:45.960 --> 00:05:47.710 align:start position:0%
<00:05:45.960>The <00:05:46.099>agent <00:05:46.239>doesn't <00:05:46.380>see <00:05:46.520>the <00:05:46.659>whole <00:05:46.799>picture <00:05:46.940>of <00:05:47.080>all <00:05:47.219>of <00:05:47.359>this.

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<00:05:47.710>of <00:05:47.712>all <00:05:47.716>of <00:05:47.719>this.

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<00:05:47.720>of <00:05:47.860>all <00:05:48.000>of <00:05:48.140>this. <00:05:48.280>And <00:05:48.420>when <00:05:48.560>agents <00:05:48.700>don't <00:05:48.840>see <00:05:48.980>the <00:05:49.120>whole

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<00:05:50.230>And <00:05:50.231>when <00:05:50.233>agents <00:05:50.234>don't <00:05:50.236>see <00:05:50.237>the <00:05:50.239>whole

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<00:05:50.240>And <00:05:50.367>when <00:05:50.494>agents <00:05:50.621>don't <00:05:50.749>see <00:05:50.876>the <00:05:51.003>whole <00:05:51.130>picture <00:05:51.258>of <00:05:51.385>your <00:05:51.512>enterprise <00:05:51.640>application,

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<00:05:53.830>picture <00:05:53.832>of <00:05:53.834>your <00:05:53.836>enterprise <00:05:53.839>application,

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<00:05:53.840>picture <00:05:53.967>of <00:05:54.094>your <00:05:54.221>enterprise <00:05:54.349>application, <00:05:54.476>they <00:05:54.603>basically <00:05:54.730>start <00:05:54.858>to <00:05:54.985>make <00:05:55.112>things <00:05:55.240>up.

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<00:05:58.030>they <00:05:58.031>basically <00:05:58.033>start <00:05:58.034>to <00:05:58.036>make <00:05:58.037>things <00:05:58.039>up.

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<00:05:58.040>they <00:05:58.180>basically <00:05:58.320>start <00:05:58.460>to <00:05:58.600>make <00:05:58.740>things <00:05:58.880>up. <00:05:59.020>We <00:05:59.160>call <00:05:59.300>this <00:05:59.440>hallucination.

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<00:06:00.750>We <00:06:00.753>call <00:06:00.756>this <00:06:00.759>hallucination.

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<00:06:00.760>We <00:06:00.887>call <00:06:01.014>this <00:06:01.141>hallucination. <00:06:01.269>I <00:06:01.396>don't <00:06:01.523>personally <00:06:01.650>know <00:06:01.778>if <00:06:01.905>I <00:06:02.032>like <00:06:02.159>this

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<00:06:03.470>I <00:06:03.471>don't <00:06:03.472>personally <00:06:03.473>know <00:06:03.475>if <00:06:03.476>I <00:06:03.477>like <00:06:03.479>this

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<00:06:03.480>I <00:06:03.587>don't <00:06:03.695>personally <00:06:03.803>know <00:06:03.910>if <00:06:04.018>I <00:06:04.126>like <00:06:04.233>this <00:06:04.341>word. <00:06:04.449>It <00:06:04.556>it <00:06:04.664>kind <00:06:04.772>of <00:06:04.880>implies

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<00:06:07.150>word. <00:06:07.151>It <00:06:07.153>it <00:06:07.155>kind <00:06:07.157>of <00:06:07.159>implies

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<00:06:07.160>word. <00:06:07.335>It <00:06:07.510>it <00:06:07.685>kind <00:06:07.860>of <00:06:08.035>implies <00:06:08.210>creativity <00:06:08.385>to <00:06:08.560>me

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<00:06:09.110>creativity <00:06:09.114>to <00:06:09.119>me

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<00:06:09.120>creativity <00:06:09.295>to <00:06:09.470>me <00:06:09.645>because <00:06:09.820>hallucination <00:06:09.995>is <00:06:10.170>is <00:06:10.345>way <00:06:10.520>more

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<00:06:12.870>because <00:06:12.871>hallucination <00:06:12.873>is <00:06:12.875>is <00:06:12.877>way <00:06:12.879>more

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<00:06:12.880>because <00:06:13.007>hallucination <00:06:13.134>is <00:06:13.261>is <00:06:13.389>way <00:06:13.516>more <00:06:13.643>than <00:06:13.770>something <00:06:13.898>that <00:06:14.025>is <00:06:14.152>just <00:06:14.280>appearing

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<00:06:16.470>than <00:06:16.471>something <00:06:16.473>that <00:06:16.475>is <00:06:16.477>just <00:06:16.479>appearing

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<00:06:16.480>than <00:06:16.635>something <00:06:16.791>that <00:06:16.946>is <00:06:17.102>just <00:06:17.257>appearing <00:06:17.413>out <00:06:17.568>of <00:06:17.724>statistically <00:06:17.880>probabilities,

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<00:06:18.550>out <00:06:18.553>of <00:06:18.556>statistically <00:06:18.559>probabilities,

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<00:06:18.560>out <00:06:18.818>of <00:06:19.077>statistically <00:06:19.336>probabilities, <00:06:19.594>right?

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right?

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<00:06:19.720>right? <00:06:19.895>But <00:06:20.070>as <00:06:20.245>a <00:06:20.420>matter <00:06:20.595>of <00:06:20.770>fact, <00:06:20.945>these <00:06:21.120>models

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<00:06:21.590>But <00:06:21.591>as <00:06:21.592>a <00:06:21.593>matter <00:06:21.595>of <00:06:21.596>fact, <00:06:21.597>these <00:06:21.599>models

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<00:06:21.600>But <00:06:21.716>as <00:06:21.833>a <00:06:21.950>matter <00:06:22.066>of <00:06:22.183>fact, <00:06:22.300>these <00:06:22.416>models <00:06:22.533>actually <00:06:22.650>try <00:06:22.766>to <00:06:22.883>intelligently <00:06:23.000>complete

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<00:06:25.030>actually <00:06:25.032>try <00:06:25.034>to <00:06:25.036>intelligently <00:06:25.039>complete

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<00:06:25.040>actually <00:06:25.156>try <00:06:25.273>to <00:06:25.390>intelligently <00:06:25.506>complete <00:06:25.623>the <00:06:25.740>missing <00:06:25.856>pieces <00:06:25.973>in <00:06:26.090>a <00:06:26.206>picture <00:06:26.323>in <00:06:26.440>a

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<00:06:28.470>the <00:06:28.471>missing <00:06:28.472>pieces <00:06:28.473>in <00:06:28.475>a <00:06:28.476>picture <00:06:28.477>in <00:06:28.479>a

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<00:06:28.480>the <00:06:28.635>missing <00:06:28.791>pieces <00:06:28.946>in <00:06:29.102>a <00:06:29.257>picture <00:06:29.413>in <00:06:29.568>a <00:06:29.724>system <00:06:29.880>design.

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<00:06:30.150>system <00:06:30.159>design.

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<00:06:30.160>system <00:06:30.440>design. <00:06:30.720>And <00:06:31.000>this <00:06:31.280>leads <00:06:31.560>to

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<00:06:32.590>And <00:06:32.593>this <00:06:32.596>leads <00:06:32.599>to

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<00:06:32.600>And <00:06:32.755>this <00:06:32.911>leads <00:06:33.066>to <00:06:33.222>very <00:06:33.377>subtle <00:06:33.533>errors <00:06:33.688>ultimately, <00:06:33.844>right? <00:06:34.000>I

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<00:06:35.430>very <00:06:35.431>subtle <00:06:35.433>errors <00:06:35.435>ultimately, <00:06:35.437>right? <00:06:35.439>I

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<00:06:35.440>very <00:06:35.595>subtle <00:06:35.751>errors <00:06:35.906>ultimately, <00:06:36.062>right? <00:06:36.217>I <00:06:36.373>mean, <00:06:36.528>we've <00:06:36.684>all <00:06:36.840>seen

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<00:06:38.030>mean, <00:06:38.033>we've <00:06:38.036>all <00:06:38.039>seen

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<00:06:38.040>mean, <00:06:38.195>we've <00:06:38.351>all <00:06:38.506>seen <00:06:38.662>agents <00:06:38.817>fixing <00:06:38.973>tests <00:06:39.128>by <00:06:39.284>deleting <00:06:39.440>them

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<00:06:41.909>agents <00:06:41.910>fixing <00:06:41.912>tests <00:06:41.914>by <00:06:41.916>deleting <00:06:41.918>them

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<00:06:41.919>agents <00:06:42.046>fixing <00:06:42.173>tests <00:06:42.300>by <00:06:42.428>deleting <00:06:42.555>them <00:06:42.682>or <00:06:42.809>emptying <00:06:42.937>the <00:06:43.064>complete <00:06:43.191>test <00:06:43.318>body,

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<00:06:44.190>or <00:06:44.191>emptying <00:06:44.193>the <00:06:44.195>complete <00:06:44.197>test <00:06:44.199>body,

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<00:06:44.200>or <00:06:44.366>emptying <00:06:44.533>the <00:06:44.699>complete <00:06:44.866>test <00:06:45.032>body, <00:06:45.199>right?

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right?

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<00:06:45.320>right? <00:06:45.553>Don't <00:06:45.786>get <00:06:46.020>me <00:06:46.253>wrong. <00:06:46.486>We're <00:06:46.719>seeing

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<00:06:47.070>Don't <00:06:47.071>get <00:06:47.073>me <00:06:47.075>wrong. <00:06:47.077>We're <00:06:47.079>seeing

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<00:06:47.080>Don't <00:06:47.196>get <00:06:47.313>me <00:06:47.430>wrong. <00:06:47.546>We're <00:06:47.663>seeing <00:06:47.780>progress <00:06:47.896>all <00:06:48.013>over, <00:06:48.130>but <00:06:48.246>agents <00:06:48.363>still <00:06:48.479>need

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<00:06:51.070>progress <00:06:51.071>all <00:06:51.073>over, <00:06:51.074>but <00:06:51.075>agents <00:06:51.077>still <00:06:51.079>need

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<00:06:51.080>progress <00:06:51.187>all <00:06:51.295>over, <00:06:51.403>but <00:06:51.510>agents <00:06:51.618>still <00:06:51.726>need <00:06:51.833>to <00:06:51.941>be <00:06:52.049>very <00:06:52.156>clearly <00:06:52.264>focused <00:06:52.372>on <00:06:52.479>problems

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<00:06:54.670>to <00:06:54.671>be <00:06:54.673>very <00:06:54.674>clearly <00:06:54.676>focused <00:06:54.677>on <00:06:54.679>problems

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<00:06:54.680>to <00:06:54.780>be <00:06:54.880>very <00:06:54.980>clearly <00:06:55.080>focused <00:06:55.180>on <00:06:55.280>problems <00:06:55.380>so <00:06:55.480>you <00:06:55.580>don't <00:06:55.680>run <00:06:55.780>into <00:06:55.880>this <00:06:55.980>problem <00:06:56.080>and

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<00:06:56.990>so <00:06:56.991>you <00:06:56.992>don't <00:06:56.993>run <00:06:56.995>into <00:06:56.996>this <00:06:56.997>problem <00:06:56.999>and

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<00:06:57.000>so <00:06:57.140>you <00:06:57.280>don't <00:06:57.420>run <00:06:57.560>into <00:06:57.700>this <00:06:57.840>problem <00:06:57.980>and <00:06:58.120>you <00:06:58.260>don't <00:06:58.400>really

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<00:06:59.230>you <00:06:59.234>don't <00:06:59.239>really

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<00:06:59.240>you <00:06:59.440>don't <00:06:59.640>really <00:06:59.840>um <00:07:00.040>experience <00:07:00.240>these <00:07:00.440>hallucinations <00:07:00.640>in

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<00:07:02.350>um <00:07:02.352>experience <00:07:02.354>these <00:07:02.356>hallucinations <00:07:02.359>in

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<00:07:02.360>um <00:07:02.593>experience <00:07:02.826>these <00:07:03.060>hallucinations <00:07:03.293>in <00:07:03.526>real <00:07:03.760>life.

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<00:07:05.190>real <00:07:05.199>life.

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<00:07:05.200>real <00:07:05.375>life. <00:07:05.550>There <00:07:05.724>are <00:07:05.900>scenarios <00:07:06.075>where <00:07:06.250>they <00:07:06.425>are <00:07:06.599>not

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<00:07:07.030>There <00:07:07.031>are <00:07:07.033>scenarios <00:07:07.034>where <00:07:07.036>they <00:07:07.037>are <00:07:07.039>not

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<00:07:07.040>There <00:07:07.193>are <00:07:07.346>scenarios <00:07:07.499>where <00:07:07.652>they <00:07:07.805>are <00:07:07.958>not <00:07:08.111>really

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really

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<00:07:08.240>really <00:07:08.473>disturbing, <00:07:08.706>not <00:07:08.940>really <00:07:09.173>bad, <00:07:09.406>right? <00:07:09.640>But

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<00:07:10.790>disturbing, <00:07:10.791>not <00:07:10.793>really <00:07:10.795>bad, <00:07:10.797>right? <00:07:10.799>But

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<00:07:10.800>disturbing, <00:07:10.900>not <00:07:11.000>really <00:07:11.100>bad, <00:07:11.200>right? <00:07:11.300>But <00:07:11.400>we <00:07:11.500>have <00:07:11.600>a <00:07:11.700>ton <00:07:11.800>of <00:07:11.900>use <00:07:12.000>cases <00:07:12.100>where <00:07:12.200>we

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<00:07:13.710>we <00:07:13.711>have <00:07:13.712>a <00:07:13.713>ton <00:07:13.714>of <00:07:13.715>use <00:07:13.716>cases <00:07:13.717>where <00:07:13.719>we

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<00:07:13.720>we <00:07:13.875>have <00:07:14.031>a <00:07:14.186>ton <00:07:14.342>of <00:07:14.497>use <00:07:14.653>cases <00:07:14.808>where <00:07:14.964>we <00:07:15.120>actually

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actually

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<00:07:15.560>actually <00:07:15.760>really <00:07:15.960>need <00:07:16.160>to <00:07:16.360>be <00:07:16.560>sure <00:07:16.760>that <00:07:16.960>sameness

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<00:07:19.870>really <00:07:19.871>need <00:07:19.873>to <00:07:19.874>be <00:07:19.876>sure <00:07:19.877>that <00:07:19.879>sameness

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<00:07:19.880>really <00:07:19.987>need <00:07:20.095>to <00:07:20.203>be <00:07:20.310>sure <00:07:20.418>that <00:07:20.526>sameness <00:07:20.633>is <00:07:20.741>not <00:07:20.849>what <00:07:20.956>we're <00:07:21.064>aiming <00:07:21.172>for, <00:07:21.280>right?

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<00:07:22.790>is <00:07:22.791>not <00:07:22.793>what <00:07:22.794>we're <00:07:22.796>aiming <00:07:22.797>for, <00:07:22.799>right?

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<00:07:22.800>is <00:07:22.907>not <00:07:23.015>what <00:07:23.123>we're <00:07:23.230>aiming <00:07:23.338>for, <00:07:23.446>right? <00:07:23.553>It's <00:07:23.661>not <00:07:23.769>the <00:07:23.876>meaning <00:07:23.984>we're <00:07:24.092>looking <00:07:24.200>for.

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<00:07:25.470>It's <00:07:25.471>not <00:07:25.473>the <00:07:25.474>meaning <00:07:25.476>we're <00:07:25.477>looking <00:07:25.479>for.

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<00:07:25.480>It's <00:07:25.587>not <00:07:25.695>the <00:07:25.803>meaning <00:07:25.910>we're <00:07:26.018>looking <00:07:26.126>for. <00:07:26.233>We <00:07:26.341>are <00:07:26.449>trying <00:07:26.556>to <00:07:26.664>reduce <00:07:26.772>the <00:07:26.880>risk

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<00:07:29.510>We <00:07:29.511>are <00:07:29.513>trying <00:07:29.514>to <00:07:29.515>reduce <00:07:29.517>the <00:07:29.519>risk

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<00:07:29.520>We <00:07:29.627>are <00:07:29.735>trying <00:07:29.843>to <00:07:29.950>reduce <00:07:30.058>the <00:07:30.166>risk <00:07:30.273>in <00:07:30.381>letting <00:07:30.489>agents <00:07:30.596>make <00:07:30.704>changes <00:07:30.812>even <00:07:30.919>in

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<00:07:32.150>in <00:07:32.151>letting <00:07:32.152>agents <00:07:32.154>make <00:07:32.155>changes <00:07:32.157>even <00:07:32.159>in

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<00:07:32.159>in <00:07:32.315>letting <00:07:32.471>agents <00:07:32.626>make <00:07:32.782>changes <00:07:32.937>even <00:07:33.093>in <00:07:33.248>these <00:07:33.404>legacy <00:07:33.559>codebases.

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<00:07:34.550>these <00:07:34.554>legacy <00:07:34.559>codebases.

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<00:07:34.560>these <00:07:34.715>legacy <00:07:34.871>codebases. <00:07:35.026>And <00:07:35.182>uh <00:07:35.337>architecture <00:07:35.493>is <00:07:35.648>one <00:07:35.804>of <00:07:35.960>these

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<00:07:37.909>And <00:07:37.910>uh <00:07:37.912>architecture <00:07:37.913>is <00:07:37.914>one <00:07:37.916>of <00:07:37.918>these

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<00:07:37.919>And <00:07:38.074>uh <00:07:38.230>architecture <00:07:38.385>is <00:07:38.541>one <00:07:38.696>of <00:07:38.852>these <00:07:39.007>missing <00:07:39.163>critical <00:07:39.318>pieces

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<00:07:40.590>missing <00:07:40.594>critical <00:07:40.599>pieces

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<00:07:40.600>missing <00:07:40.775>critical <00:07:40.950>pieces <00:07:41.125>that <00:07:41.300>agents <00:07:41.475>just <00:07:41.650>cannot <00:07:41.825>easily <00:07:42.000>infer.

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<00:07:45.110>that <00:07:45.111>agents <00:07:45.113>just <00:07:45.115>cannot <00:07:45.117>easily <00:07:45.119>infer.

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<00:07:45.120>that <00:07:45.247>agents <00:07:45.374>just <00:07:45.501>cannot <00:07:45.629>easily <00:07:45.756>infer. <00:07:45.883>And <00:07:46.010>what <00:07:46.138>ultimately <00:07:46.265>happens <00:07:46.392>is <00:07:46.520>that

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<00:07:48.630>And <00:07:48.631>what <00:07:48.633>ultimately <00:07:48.635>happens <00:07:48.637>is <00:07:48.639>that

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<00:07:48.640>And <00:07:48.767>what <00:07:48.894>ultimately <00:07:49.021>happens <00:07:49.149>is <00:07:49.276>that <00:07:49.403>ambiguity <00:07:49.530>turns <00:07:49.658>into <00:07:49.785>assumptions <00:07:49.912>at <00:07:50.039>this

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<00:07:51.790>ambiguity <00:07:51.791>turns <00:07:51.793>into <00:07:51.795>assumptions <00:07:51.797>at <00:07:51.799>this

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<00:07:51.800>ambiguity <00:07:52.014>turns <00:07:52.229>into <00:07:52.443>assumptions <00:07:52.658>at <00:07:52.872>this <00:07:53.087>point.

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point.

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<00:07:53.240>point. <00:07:53.415>If <00:07:53.590>you <00:07:53.765>are <00:07:53.940>not <00:07:54.115>very <00:07:54.290>explicit <00:07:54.465>with <00:07:54.640>the

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<00:07:55.550>If <00:07:55.551>you <00:07:55.552>are <00:07:55.553>not <00:07:55.555>very <00:07:55.556>explicit <00:07:55.557>with <00:07:55.559>the

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<00:07:55.560>If <00:07:55.687>you <00:07:55.814>are <00:07:55.941>not <00:07:56.069>very <00:07:56.196>explicit <00:07:56.323>with <00:07:56.450>the <00:07:56.578>intent <00:07:56.705>of <00:07:56.832>your <00:07:56.960>application,

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<00:07:58.150>intent <00:07:58.152>of <00:07:58.155>your <00:07:58.159>application,

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<00:07:58.159>intent <00:07:58.315>of <00:07:58.471>your <00:07:58.626>application, <00:07:58.782>even <00:07:58.937>if <00:07:59.093>the <00:07:59.248>structure <00:07:59.404>is <00:07:59.559>incoherent,

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<00:08:00.990>even <00:08:00.991>if <00:08:00.993>the <00:08:00.995>structure <00:08:00.997>is <00:08:00.999>incoherent,

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<00:08:01.000>even <00:08:01.086>if <00:08:01.173>the <00:08:01.260>structure <00:08:01.347>is <00:08:01.433>incoherent, <00:08:01.520>and <00:08:01.607>this <00:08:01.694>is <00:08:01.781>something <00:08:01.867>that <00:08:01.954>you <00:08:02.041>see <00:08:02.128>in <00:08:02.215>a

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<00:08:02.350>and <00:08:02.351>this <00:08:02.352>is <00:08:02.353>something <00:08:02.354>that <00:08:02.355>you <00:08:02.356>see <00:08:02.357>in <00:08:02.359>a

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<00:08:02.360>and <00:08:02.467>this <00:08:02.575>is <00:08:02.683>something <00:08:02.790>that <00:08:02.898>you <00:08:03.006>see <00:08:03.113>in <00:08:03.221>a <00:08:03.329>lot <00:08:03.436>of <00:08:03.544>legacy <00:08:03.652>applications <00:08:03.760>because

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<00:08:04.830>lot <00:08:04.832>of <00:08:04.834>legacy <00:08:04.836>applications <00:08:04.839>because

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<00:08:04.840>lot <00:08:04.967>of <00:08:05.094>legacy <00:08:05.221>applications <00:08:05.349>because <00:08:05.476>they've <00:08:05.603>been <00:08:05.730>developed <00:08:05.858>over <00:08:05.985>the <00:08:06.112>turn <00:08:06.239>of

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<00:08:06.710>they've <00:08:06.711>been <00:08:06.712>developed <00:08:06.714>over <00:08:06.716>the <00:08:06.717>turn <00:08:06.719>of

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<00:08:06.720>they've <00:08:06.820>been <00:08:06.920>developed <00:08:07.020>over <00:08:07.120>the <00:08:07.220>turn <00:08:07.320>of <00:08:07.420>such <00:08:07.520>a <00:08:07.620>long <00:08:07.720>time <00:08:07.820>frame, <00:08:07.920>you <00:08:08.020>might <00:08:08.120>see

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<00:08:10.070>such <00:08:10.071>a <00:08:10.072>long <00:08:10.073>time <00:08:10.075>frame, <00:08:10.076>you <00:08:10.077>might <00:08:10.079>see

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<00:08:10.080>such <00:08:10.187>a <00:08:10.295>long <00:08:10.403>time <00:08:10.510>frame, <00:08:10.618>you <00:08:10.726>might <00:08:10.833>see <00:08:10.941>different <00:08:11.049>versions <00:08:11.156>of <00:08:11.264>API <00:08:11.372>constructs, <00:08:11.479>of

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<00:08:14.470>different <00:08:14.471>versions <00:08:14.473>of <00:08:14.475>API <00:08:14.477>constructs, <00:08:14.479>of

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<00:08:14.480>different <00:08:14.680>versions <00:08:14.880>of <00:08:15.080>API <00:08:15.280>constructs, <00:08:15.480>of <00:08:15.680>service <00:08:15.880>implementations.

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<00:08:16.630>service <00:08:16.639>implementations.

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<00:08:16.640>service <00:08:16.795>implementations. <00:08:16.951>You <00:08:17.106>can <00:08:17.262>literally <00:08:17.417>tell <00:08:17.573>this <00:08:17.728>is <00:08:17.884>a <00:08:18.039>grown

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<00:08:18.990>You <00:08:18.991>can <00:08:18.992>literally <00:08:18.993>tell <00:08:18.995>this <00:08:18.996>is <00:08:18.997>a <00:08:18.999>grown

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<00:08:19.000>You <00:08:19.155>can <00:08:19.311>literally <00:08:19.466>tell <00:08:19.622>this <00:08:19.777>is <00:08:19.933>a <00:08:20.088>grown <00:08:20.244>code <00:08:20.400>base.

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<00:08:20.710>code <00:08:20.719>base.

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<00:08:20.720>code <00:08:20.875>base. <00:08:21.031>And <00:08:21.186>an <00:08:21.342>agent <00:08:21.497>looks <00:08:21.653>at <00:08:21.808>source <00:08:21.964>code <00:08:22.120>pretty

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<00:08:23.750>And <00:08:23.751>an <00:08:23.752>agent <00:08:23.753>looks <00:08:23.755>at <00:08:23.756>source <00:08:23.757>code <00:08:23.759>pretty

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<00:08:23.760>And <00:08:23.853>an <00:08:23.946>agent <00:08:24.039>looks <00:08:24.133>at <00:08:24.226>source <00:08:24.320>code <00:08:24.413>pretty <00:08:24.506>much <00:08:24.599>the <00:08:24.693>same <00:08:24.786>way <00:08:24.880>across <00:08:24.973>and <00:08:25.066>tries <00:08:25.159>to

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<00:08:26.030>much <00:08:26.031>the <00:08:26.032>same <00:08:26.033>way <00:08:26.035>across <00:08:26.036>and <00:08:26.037>tries <00:08:26.039>to

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<00:08:26.040>much <00:08:26.140>the <00:08:26.240>same <00:08:26.340>way <00:08:26.440>across <00:08:26.540>and <00:08:26.640>tries <00:08:26.740>to <00:08:26.840>infer <00:08:26.940>what <00:08:27.040>the <00:08:27.140>team <00:08:27.240>actually <00:08:27.340>meant <00:08:27.440>in

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<00:08:29.350>infer <00:08:29.351>what <00:08:29.353>the <00:08:29.354>team <00:08:29.356>actually <00:08:29.357>meant <00:08:29.359>in

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<00:08:29.360>infer <00:08:29.515>what <00:08:29.671>the <00:08:29.826>team <00:08:29.982>actually <00:08:30.137>meant <00:08:30.293>in <00:08:30.448>terms <00:08:30.604>of <00:08:30.760>structure.

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<00:08:32.149>terms <00:08:32.153>of <00:08:32.158>structure.

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<00:08:32.159>terms <00:08:32.540>of <00:08:32.921>structure. <00:08:33.302>You

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You

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<00:08:33.440>You <00:08:33.640>help <00:08:33.840>the <00:08:34.040>agents <00:08:34.240>to <00:08:34.440>hallucinate <00:08:34.640>by <00:08:34.840>asking

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<00:08:37.909>help <00:08:37.910>the <00:08:37.912>agents <00:08:37.913>to <00:08:37.914>hallucinate <00:08:37.916>by <00:08:37.918>asking

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<00:08:37.919>help <00:08:38.093>the <00:08:38.269>agents <00:08:38.443>to <00:08:38.619>hallucinate <00:08:38.794>by <00:08:38.968>asking <00:08:39.144>more <00:08:39.318>questions.

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<00:08:40.149>more <00:08:40.158>questions.

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<00:08:40.159>more <00:08:40.359>questions. <00:08:40.558>It's <00:08:40.759>like <00:08:40.958>talking <00:08:41.159>to <00:08:41.359>my <00:08:41.558>teenagers,

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<00:08:42.429>It's <00:08:42.431>like <00:08:42.433>talking <00:08:42.435>to <00:08:42.437>my <00:08:42.439>teenagers,

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<00:08:42.440>It's <00:08:42.556>like <00:08:42.673>talking <00:08:42.790>to <00:08:42.906>my <00:08:43.023>teenagers, <00:08:43.140>right? <00:08:43.256>They <00:08:43.373>always <00:08:43.490>do <00:08:43.606>hear <00:08:43.723>the <00:08:43.840>second

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<00:08:44.670>right? <00:08:44.671>They <00:08:44.673>always <00:08:44.674>do <00:08:44.675>hear <00:08:44.677>the <00:08:44.679>second

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<00:08:44.680>right? <00:08:44.819>They <00:08:44.959>always <00:08:45.099>do <00:08:45.239>hear <00:08:45.380>the <00:08:45.520>second <00:08:45.660>part <00:08:45.800>of <00:08:45.939>the <00:08:46.079>sentence.

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<00:08:47.070>part <00:08:47.073>of <00:08:47.076>the <00:08:47.079>sentence.

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<00:08:47.080>part <00:08:47.196>of <00:08:47.313>the <00:08:47.430>sentence. <00:08:47.546>"Do <00:08:47.663>not <00:08:47.780>clean <00:08:47.896>up <00:08:48.013>your <00:08:48.130>room" <00:08:48.246>would <00:08:48.363>be <00:08:48.480>the

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<00:08:49.550>"Do <00:08:49.551>not <00:08:49.552>clean <00:08:49.553>up <00:08:49.554>your <00:08:49.555>room" <00:08:49.556>would <00:08:49.557>be <00:08:49.559>the

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<00:08:49.560>"Do <00:08:49.647>not <00:08:49.734>clean <00:08:49.822>up <00:08:49.910>your <00:08:49.997>room" <00:08:50.084>would <00:08:50.172>be <00:08:50.260>the <00:08:50.347>correct <00:08:50.435>way <00:08:50.522>to <00:08:50.609>help <00:08:50.697>help <00:08:50.785>them <00:08:50.872>focus <00:08:50.959>on

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<00:08:52.710>correct <00:08:52.711>way <00:08:52.712>to <00:08:52.713>help <00:08:52.715>help <00:08:52.716>them <00:08:52.717>focus <00:08:52.719>on

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<00:08:52.720>correct <00:08:52.813>way <00:08:52.906>to <00:08:53.000>help <00:08:53.093>help <00:08:53.186>them <00:08:53.280>focus <00:08:53.373>on <00:08:53.466>the <00:08:53.560>last <00:08:53.653>part <00:08:53.746>of <00:08:53.840>the <00:08:53.933>sentence, <00:08:54.026>right? <00:08:54.120>Um

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<00:08:55.670>the <00:08:55.671>last <00:08:55.672>part <00:08:55.673>of <00:08:55.675>the <00:08:55.676>sentence, <00:08:55.677>right? <00:08:55.679>Um

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<00:08:55.680>the <00:08:55.780>last <00:08:55.880>part <00:08:55.979>of <00:08:56.079>the <00:08:56.180>sentence, <00:08:56.280>right? <00:08:56.380>Um <00:08:56.479>agents <00:08:56.579>do <00:08:56.680>suffer <00:08:56.780>from <00:08:56.880>this <00:08:56.979>kind <00:08:57.079>of

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<00:08:57.590>agents <00:08:57.591>do <00:08:57.593>suffer <00:08:57.594>from <00:08:57.596>this <00:08:57.597>kind <00:08:57.599>of

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<00:08:57.600>agents <00:08:57.707>do <00:08:57.815>suffer <00:08:57.923>from <00:08:58.030>this <00:08:58.138>kind <00:08:58.246>of <00:08:58.353>attention <00:08:58.461>problem, <00:08:58.569>too. <00:08:58.676>The <00:08:58.784>more <00:08:58.892>you <00:08:59.000>ask

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<00:09:00.110>attention <00:09:00.111>problem, <00:09:00.113>too. <00:09:00.114>The <00:09:00.116>more <00:09:00.117>you <00:09:00.119>ask

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<00:09:00.120>attention <00:09:00.295>problem, <00:09:00.470>too. <00:09:00.645>The <00:09:00.820>more <00:09:00.995>you <00:09:01.170>ask <00:09:01.345>follow-up <00:09:01.520>questions

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<00:09:01.870>follow-up <00:09:01.879>questions

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<00:09:01.880>follow-up <00:09:02.035>questions <00:09:02.191>and <00:09:02.346>the <00:09:02.502>deeper <00:09:02.657>you <00:09:02.813>go <00:09:02.968>into <00:09:03.124>a <00:09:03.280>certain

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<00:09:04.030>and <00:09:04.031>the <00:09:04.032>deeper <00:09:04.033>you <00:09:04.035>go <00:09:04.036>into <00:09:04.037>a <00:09:04.039>certain

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<00:09:04.040>and <00:09:04.156>the <00:09:04.273>deeper <00:09:04.390>you <00:09:04.506>go <00:09:04.623>into <00:09:04.740>a <00:09:04.856>certain <00:09:04.973>direction, <00:09:05.089>even <00:09:05.206>maybe <00:09:05.323>suggesting <00:09:05.439>a

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<00:09:06.950>direction, <00:09:06.952>even <00:09:06.954>maybe <00:09:06.956>suggesting <00:09:06.959>a

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<00:09:06.960>direction, <00:09:07.087>even <00:09:07.214>maybe <00:09:07.341>suggesting <00:09:07.469>a <00:09:07.596>particular <00:09:07.723>way. <00:09:07.850>This <00:09:07.978>could <00:09:08.105>lead <00:09:08.232>to <00:09:08.360>all

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<00:09:09.150>particular <00:09:09.151>way. <00:09:09.153>This <00:09:09.154>could <00:09:09.156>lead <00:09:09.157>to <00:09:09.159>all

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<00:09:09.160>particular <00:09:09.276>way. <00:09:09.393>This <00:09:09.510>could <00:09:09.626>lead <00:09:09.743>to <00:09:09.860>all <00:09:09.976>kinds <00:09:10.093>of <00:09:10.209>weird <00:09:10.326>effects. <00:09:10.443>So, <00:09:10.560>ultimately,

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<00:09:12.510>kinds <00:09:12.511>of <00:09:12.513>weird <00:09:12.515>effects. <00:09:12.517>So, <00:09:12.519>ultimately,

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<00:09:12.520>kinds <00:09:12.675>of <00:09:12.831>weird <00:09:12.986>effects. <00:09:13.142>So, <00:09:13.297>ultimately, <00:09:13.453>make <00:09:13.608>sure <00:09:13.764>that <00:09:13.920>you

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<00:09:15.030>make <00:09:15.033>sure <00:09:15.036>that <00:09:15.039>you

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<00:09:15.040>make <00:09:15.214>sure <00:09:15.390>that <00:09:15.564>you <00:09:15.740>work <00:09:15.915>around <00:09:16.089>this <00:09:16.265>ambiguity <00:09:16.439>when

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<00:09:17.829>work <00:09:17.831>around <00:09:17.833>this <00:09:17.835>ambiguity <00:09:17.838>when

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<00:09:17.839>work <00:09:17.978>around <00:09:18.118>this <00:09:18.258>ambiguity <00:09:18.398>when <00:09:18.539>targeting <00:09:18.679>agents <00:09:18.819>at <00:09:18.959>your <00:09:19.098>code <00:09:19.238>base.

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<00:09:21.470>targeting <00:09:21.471>agents <00:09:21.473>at <00:09:21.475>your <00:09:21.477>code <00:09:21.479>base.

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<00:09:21.480>targeting <00:09:21.607>agents <00:09:21.734>at <00:09:21.861>your <00:09:21.989>code <00:09:22.116>base. <00:09:22.243>And <00:09:22.370>it's <00:09:22.498>absolutely <00:09:22.625>not <00:09:22.752>about <00:09:22.880>clever

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<00:09:23.870>And <00:09:23.871>it's <00:09:23.873>absolutely <00:09:23.875>not <00:09:23.877>about <00:09:23.879>clever

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<00:09:23.880>And <00:09:24.063>it's <00:09:24.247>absolutely <00:09:24.431>not <00:09:24.615>about <00:09:24.799>clever <00:09:24.983>prompts <00:09:25.166>here.

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<00:09:25.310>prompts <00:09:25.319>here.

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<00:09:25.320>prompts <00:09:25.460>here. <00:09:25.600>That <00:09:25.740>is <00:09:25.880>something <00:09:26.020>that <00:09:26.160>I <00:09:26.300>see <00:09:26.440>I <00:09:26.580>still <00:09:26.720>see

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<00:09:28.550>That <00:09:28.551>is <00:09:28.552>something <00:09:28.553>that <00:09:28.554>I <00:09:28.555>see <00:09:28.556>I <00:09:28.557>still <00:09:28.559>see

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<00:09:28.560>That <00:09:28.647>is <00:09:28.734>something <00:09:28.822>that <00:09:28.910>I <00:09:28.997>see <00:09:29.084>I <00:09:29.172>still <00:09:29.260>see <00:09:29.347>a <00:09:29.435>lot <00:09:29.522>being <00:09:29.609>used <00:09:29.697>out <00:09:29.785>in <00:09:29.872>the <00:09:29.959>field.

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<00:09:31.590>a <00:09:31.591>lot <00:09:31.592>being <00:09:31.593>used <00:09:31.595>out <00:09:31.596>in <00:09:31.597>the <00:09:31.599>field.

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<00:09:31.600>a <00:09:31.700>lot <00:09:31.800>being <00:09:31.900>used <00:09:32.000>out <00:09:32.100>in <00:09:32.200>the <00:09:32.300>field. <00:09:32.400>People <00:09:32.500>are <00:09:32.600>trying <00:09:32.700>to <00:09:32.800>be <00:09:32.900>very <00:09:33.000>deliberate

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<00:09:34.790>People <00:09:34.791>are <00:09:34.793>trying <00:09:34.794>to <00:09:34.795>be <00:09:34.797>very <00:09:34.799>deliberate

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<00:09:34.800>People <00:09:34.955>are <00:09:35.111>trying <00:09:35.266>to <00:09:35.422>be <00:09:35.577>very <00:09:35.733>deliberate <00:09:35.888>with <00:09:36.044>their <00:09:36.199>prompts.

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<00:09:37.190>with <00:09:37.194>their <00:09:37.199>prompts.

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<00:09:37.200>with <00:09:37.480>their <00:09:37.760>prompts. <00:09:38.040>These <00:09:38.320>explicit <00:09:38.600>constraints

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<00:09:40.270>These <00:09:40.274>explicit <00:09:40.279>constraints

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<00:09:40.280>These <00:09:40.435>explicit <00:09:40.591>constraints <00:09:40.746>do <00:09:40.902>only <00:09:41.057>scale <00:09:41.213>if <00:09:41.368>they <00:09:41.524>are <00:09:41.680>actually

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<00:09:42.750>do <00:09:42.751>only <00:09:42.753>scale <00:09:42.754>if <00:09:42.756>they <00:09:42.757>are <00:09:42.759>actually

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<00:09:42.760>do <00:09:42.935>only <00:09:43.110>scale <00:09:43.285>if <00:09:43.460>they <00:09:43.635>are <00:09:43.810>actually <00:09:43.985>turning <00:09:44.160>into

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<00:09:45.390>turning <00:09:45.399>into

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<00:09:45.400>turning <00:09:45.633>into <00:09:45.866>solid <00:09:46.100>agent <00:09:46.333>instructions, <00:09:46.566>not <00:09:46.800>one-shot

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<00:09:49.110>solid <00:09:49.112>agent <00:09:49.114>instructions, <00:09:49.116>not <00:09:49.119>one-shot

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<00:09:49.120>solid <00:09:49.236>agent <00:09:49.353>instructions, <00:09:49.470>not <00:09:49.586>one-shot <00:09:49.703>prompts, <00:09:49.820>right? <00:09:49.936>You <00:09:50.053>need <00:09:50.170>to <00:09:50.286>build <00:09:50.403>out <00:09:50.520>a

00:09:52.350 --> 00:09:52.360 align:start position:0%
<00:09:52.350>prompts, <00:09:52.351>right? <00:09:52.352>You <00:09:52.353>need <00:09:52.355>to <00:09:52.356>build <00:09:52.357>out <00:09:52.359>a

00:09:52.360 --> 00:09:55.750 align:start position:0%
<00:09:52.360>prompts, <00:09:52.487>right? <00:09:52.614>You <00:09:52.741>need <00:09:52.869>to <00:09:52.996>build <00:09:53.123>out <00:09:53.250>a <00:09:53.378>story <00:09:53.505>for <00:09:53.632>the <00:09:53.760>agent,

00:09:55.750 --> 00:09:55.760 align:start position:0%
<00:09:55.750>story <00:09:55.753>for <00:09:55.756>the <00:09:55.759>agent,

00:09:55.760 --> 00:09:59.070 align:start position:0%
<00:09:55.760>story <00:09:55.900>for <00:09:56.040>the <00:09:56.180>agent, <00:09:56.319>like <00:09:56.460>a <00:09:56.600>docs <00:09:56.740>folder, <00:09:56.880>like <00:09:57.020>markdown <00:09:57.160>files,

00:09:59.070 --> 00:09:59.080 align:start position:0%
<00:09:59.070>like <00:09:59.071>a <00:09:59.073>docs <00:09:59.074>folder, <00:09:59.076>like <00:09:59.077>markdown <00:09:59.079>files,

00:09:59.080 --> 00:10:01.910 align:start position:0%
<00:09:59.080>like <00:09:59.207>a <00:09:59.334>docs <00:09:59.461>folder, <00:09:59.589>like <00:09:59.716>markdown <00:09:59.843>files, <00:09:59.970>like <00:10:00.098>agent.md <00:10:00.225>instructions <00:10:00.352>that <00:10:00.480>are

00:10:01.910 --> 00:10:01.920 align:start position:0%
<00:10:01.910>like <00:10:01.912>agent.md <00:10:01.914>instructions <00:10:01.916>that <00:10:01.919>are

00:10:01.920 --> 00:10:03.990 align:start position:0%
<00:10:01.920>like <00:10:02.120>agent.md <00:10:02.319>instructions <00:10:02.520>that <00:10:02.719>are <00:10:02.920>actually <00:10:03.120>making <00:10:03.319>sense

00:10:03.990 --> 00:10:04.000 align:start position:0%
<00:10:03.990>actually <00:10:03.994>making <00:10:03.999>sense

00:10:04.000 --> 00:10:06.790 align:start position:0%
<00:10:04.000>actually <00:10:04.140>making <00:10:04.280>sense <00:10:04.420>to <00:10:04.560>the <00:10:04.700>agent <00:10:04.840>and <00:10:04.980>not <00:10:05.120>simply <00:10:05.260>shut <00:10:05.400>your

00:10:06.790 --> 00:10:06.800 align:start position:0%
<00:10:06.790>to <00:10:06.791>the <00:10:06.792>agent <00:10:06.793>and <00:10:06.795>not <00:10:06.796>simply <00:10:06.797>shut <00:10:06.799>your

00:10:06.800 --> 00:10:09.390 align:start position:0%
<00:10:06.800>to <00:10:06.900>the <00:10:07.000>agent <00:10:07.099>and <00:10:07.199>not <00:10:07.300>simply <00:10:07.400>shut <00:10:07.500>your <00:10:07.599>one-shot <00:10:07.699>prompts <00:10:07.800>and <00:10:07.900>hope <00:10:08.000>for <00:10:08.099>the <00:10:08.199>best.

00:10:09.390 --> 00:10:09.400 align:start position:0%
<00:10:09.390>one-shot <00:10:09.391>prompts <00:10:09.393>and <00:10:09.394>hope <00:10:09.396>for <00:10:09.397>the <00:10:09.399>best.

00:10:09.400 --> 00:10:12.030 align:start position:0%
<00:10:09.400>one-shot <00:10:09.500>prompts <00:10:09.600>and <00:10:09.699>hope <00:10:09.800>for <00:10:09.900>the <00:10:10.000>best. <00:10:10.100>This <00:10:10.199>is <00:10:10.300>pretty <00:10:10.400>much <00:10:10.500>the <00:10:10.600>recipe <00:10:10.699>um <00:10:10.800>for

00:10:12.030 --> 00:10:12.040 align:start position:0%
<00:10:12.030>This <00:10:12.031>is <00:10:12.032>pretty <00:10:12.033>much <00:10:12.035>the <00:10:12.036>recipe <00:10:12.037>um <00:10:12.039>for

00:10:12.040 --> 00:10:14.030 align:start position:0%
<00:10:12.040>This <00:10:12.147>is <00:10:12.255>pretty <00:10:12.363>much <00:10:12.470>the <00:10:12.578>recipe <00:10:12.686>um <00:10:12.793>for <00:10:12.901>disaster, <00:10:13.009>in <00:10:13.116>particular <00:10:13.224>in <00:10:13.332>large <00:10:13.439>code

00:10:14.030 --> 00:10:14.040 align:start position:0%
<00:10:14.030>disaster, <00:10:14.031>in <00:10:14.033>particular <00:10:14.035>in <00:10:14.037>large <00:10:14.039>code

00:10:14.040 --> 00:10:16.430 align:start position:0%
<00:10:14.040>disaster, <00:10:14.273>in <00:10:14.506>particular <00:10:14.740>in <00:10:14.973>large <00:10:15.206>code <00:10:15.439>bases.

00:10:16.430 --> 00:10:16.440 align:start position:0%
bases.

00:10:16.440 --> 00:10:20.150 align:start position:0%
<00:10:16.440>bases. <00:10:16.790>And <00:10:17.140>talking <00:10:17.490>about <00:10:17.840>these

00:10:20.150 --> 00:10:20.160 align:start position:0%
<00:10:20.150>And <00:10:20.153>talking <00:10:20.156>about <00:10:20.159>these

00:10:20.160 --> 00:10:26.110 align:start position:0%
<00:10:20.160>And <00:10:20.334>talking <00:10:20.510>about <00:10:20.685>these <00:10:20.860>guardrails <00:10:21.035>or <00:10:21.209>these <00:10:21.385>formulated <00:10:21.560>intent,

00:10:26.110 --> 00:10:26.120 align:start position:0%
<00:10:26.110>guardrails <00:10:26.112>or <00:10:26.114>these <00:10:26.116>formulated <00:10:26.119>intent,

00:10:26.120 --> 00:10:29.190 align:start position:0%
<00:10:26.120>guardrails <00:10:26.236>or <00:10:26.353>these <00:10:26.470>formulated <00:10:26.586>intent, <00:10:26.703>one <00:10:26.820>recipe <00:10:26.936>that <00:10:27.053>works <00:10:27.170>very <00:10:27.286>well <00:10:27.403>is <00:10:27.520>to

00:10:29.190 --> 00:10:29.200 align:start position:0%
<00:10:29.190>one <00:10:29.191>recipe <00:10:29.192>that <00:10:29.193>works <00:10:29.195>very <00:10:29.196>well <00:10:29.197>is <00:10:29.199>to

00:10:29.200 --> 00:10:32.110 align:start position:0%
<00:10:29.200>one <00:10:29.300>recipe <00:10:29.400>that <00:10:29.500>works <00:10:29.600>very <00:10:29.700>well <00:10:29.800>is <00:10:29.900>to <00:10:30.000>separate <00:10:30.100>the <00:10:30.200>what <00:10:30.300>you <00:10:30.400>want <00:10:30.500>to <00:10:30.600>achieve

00:10:32.110 --> 00:10:32.120 align:start position:0%
<00:10:32.110>separate <00:10:32.111>the <00:10:32.113>what <00:10:32.114>you <00:10:32.116>want <00:10:32.117>to <00:10:32.119>achieve

00:10:32.120 --> 00:10:34.670 align:start position:0%
<00:10:32.120>separate <00:10:32.220>the <00:10:32.320>what <00:10:32.420>you <00:10:32.520>want <00:10:32.620>to <00:10:32.720>achieve <00:10:32.820>from <00:10:32.920>the <00:10:33.020>how <00:10:33.120>you <00:10:33.220>want <00:10:33.320>to <00:10:33.420>achieve <00:10:33.520>it.

00:10:34.670 --> 00:10:34.680 align:start position:0%
<00:10:34.670>from <00:10:34.671>the <00:10:34.672>how <00:10:34.673>you <00:10:34.675>want <00:10:34.676>to <00:10:34.677>achieve <00:10:34.679>it.

00:10:34.680 --> 00:10:37.710 align:start position:0%
<00:10:34.680>from <00:10:34.780>the <00:10:34.880>how <00:10:34.979>you <00:10:35.079>want <00:10:35.180>to <00:10:35.280>achieve <00:10:35.380>it. <00:10:35.479>So, <00:10:35.579>you <00:10:35.680>need <00:10:35.780>to <00:10:35.880>define <00:10:35.979>what's <00:10:36.079>actually

00:10:37.710 --> 00:10:37.720 align:start position:0%
<00:10:37.710>So, <00:10:37.711>you <00:10:37.713>need <00:10:37.714>to <00:10:37.716>define <00:10:37.717>what's <00:10:37.719>actually

00:10:37.720 --> 00:10:39.550 align:start position:0%
<00:10:37.720>So, <00:10:37.847>you <00:10:37.974>need <00:10:38.101>to <00:10:38.229>define <00:10:38.356>what's <00:10:38.483>actually <00:10:38.610>happening, <00:10:38.738>what's <00:10:38.865>supposed <00:10:38.992>to <00:10:39.120>be

00:10:39.550 --> 00:10:39.560 align:start position:0%
<00:10:39.550>happening, <00:10:39.552>what's <00:10:39.554>supposed <00:10:39.556>to <00:10:39.559>be

00:10:39.560 --> 00:10:41.230 align:start position:0%
<00:10:39.560>happening, <00:10:39.839>what's <00:10:40.119>supposed <00:10:40.400>to <00:10:40.680>be <00:10:40.959>happening.

00:10:41.230 --> 00:10:41.240 align:start position:0%
happening.

00:10:41.240 --> 00:10:43.470 align:start position:0%
<00:10:41.240>happening. <00:10:41.415>You <00:10:41.590>need <00:10:41.765>to <00:10:41.940>let <00:10:42.115>the <00:10:42.290>agent <00:10:42.465>exactly <00:10:42.640>know

00:10:43.470 --> 00:10:43.480 align:start position:0%
<00:10:43.470>You <00:10:43.471>need <00:10:43.472>to <00:10:43.473>let <00:10:43.475>the <00:10:43.476>agent <00:10:43.477>exactly <00:10:43.479>know

00:10:43.480 --> 00:10:47.030 align:start position:0%
<00:10:43.480>You <00:10:43.587>need <00:10:43.695>to <00:10:43.803>let <00:10:43.910>the <00:10:44.018>agent <00:10:44.126>exactly <00:10:44.233>know <00:10:44.341>how <00:10:44.449>it's <00:10:44.556>supposed <00:10:44.664>to <00:10:44.772>do <00:10:44.880>this.

00:10:47.030 --> 00:10:47.040 align:start position:0%
<00:10:47.030>how <00:10:47.031>it's <00:10:47.033>supposed <00:10:47.035>to <00:10:47.037>do <00:10:47.039>this.

00:10:47.040 --> 00:10:49.870 align:start position:0%
<00:10:47.040>how <00:10:47.140>it's <00:10:47.240>supposed <00:10:47.339>to <00:10:47.439>do <00:10:47.540>this. <00:10:47.640>And <00:10:47.740>you <00:10:47.839>need <00:10:47.939>to <00:10:48.040>figure <00:10:48.140>out <00:10:48.240>how <00:10:48.339>you <00:10:48.439>can

00:10:49.870 --> 00:10:49.880 align:start position:0%
<00:10:49.870>And <00:10:49.871>you <00:10:49.872>need <00:10:49.873>to <00:10:49.874>figure <00:10:49.875>out <00:10:49.876>how <00:10:49.877>you <00:10:49.879>can

00:10:49.880 --> 00:10:51.510 align:start position:0%
<00:10:49.880>And <00:10:50.035>you <00:10:50.191>need <00:10:50.346>to <00:10:50.502>figure <00:10:50.657>out <00:10:50.813>how <00:10:50.968>you <00:10:51.124>can <00:10:51.280>verify

00:10:51.510 --> 00:10:51.520 align:start position:0%
verify

00:10:51.520 --> 00:10:54.790 align:start position:0%
<00:10:51.520>verify <00:10:51.753>that <00:10:51.986>it's <00:10:52.220>actually <00:10:52.453>happening. <00:10:52.686>And <00:10:52.920>this

00:10:54.790 --> 00:10:54.800 align:start position:0%
<00:10:54.790>that <00:10:54.791>it's <00:10:54.793>actually <00:10:54.795>happening. <00:10:54.797>And <00:10:54.799>this

00:10:54.800 --> 00:10:59.790 align:start position:0%
<00:10:54.800>that <00:10:54.916>it's <00:10:55.033>actually <00:10:55.150>happening. <00:10:55.266>And <00:10:55.383>this <00:10:55.500>kind <00:10:55.616>of <00:10:55.733>delegation <00:10:55.849>is <00:10:55.966>the <00:10:56.083>trifecta <00:10:56.199>of

00:10:59.790 --> 00:10:59.800 align:start position:0%
<00:10:59.790>kind <00:10:59.791>of <00:10:59.793>delegation <00:10:59.794>is <00:10:59.795>the <00:10:59.797>trifecta <00:10:59.799>of

00:10:59.800 --> 00:11:03.630 align:start position:0%
<00:10:59.800>kind <00:10:59.939>of <00:11:00.079>delegation <00:11:00.219>is <00:11:00.359>the <00:11:00.500>trifecta <00:11:00.640>of <00:11:00.780>success <00:11:00.920>with <00:11:01.060>agent-driven <00:11:01.199>development.

00:11:03.630 --> 00:11:03.640 align:start position:0%
<00:11:03.630>success <00:11:03.633>with <00:11:03.636>agent-driven <00:11:03.639>development.

00:11:03.640 --> 00:11:05.310 align:start position:0%
<00:11:03.640>success <00:11:03.795>with <00:11:03.951>agent-driven <00:11:04.106>development. <00:11:04.262>And <00:11:04.417>especially <00:11:04.573>the <00:11:04.728>last <00:11:04.884>part <00:11:05.040>is

00:11:05.310 --> 00:11:05.320 align:start position:0%
<00:11:05.310>And <00:11:05.311>especially <00:11:05.313>the <00:11:05.315>last <00:11:05.317>part <00:11:05.319>is

00:11:05.320 --> 00:11:08.230 align:start position:0%
<00:11:05.320>And <00:11:05.475>especially <00:11:05.631>the <00:11:05.786>last <00:11:05.942>part <00:11:06.097>is <00:11:06.253>something <00:11:06.408>that <00:11:06.564>I'm <00:11:06.720>pretty

00:11:08.230 --> 00:11:08.240 align:start position:0%
<00:11:08.230>something <00:11:08.233>that <00:11:08.236>I'm <00:11:08.239>pretty

00:11:08.240 --> 00:11:10.710 align:start position:0%
<00:11:08.240>something <00:11:08.415>that <00:11:08.590>I'm <00:11:08.765>pretty <00:11:08.940>pretty <00:11:09.115>opinionated <00:11:09.290>um <00:11:09.465>and <00:11:09.640>passionate

00:11:10.710 --> 00:11:10.720 align:start position:0%
<00:11:10.710>pretty <00:11:10.712>opinionated <00:11:10.714>um <00:11:10.716>and <00:11:10.719>passionate

00:11:10.720 --> 00:11:13.790 align:start position:0%
<00:11:10.720>pretty <00:11:10.827>opinionated <00:11:10.935>um <00:11:11.043>and <00:11:11.150>passionate <00:11:11.258>about <00:11:11.366>because <00:11:11.473>I <00:11:11.581>do <00:11:11.689>see <00:11:11.796>a <00:11:11.904>ton <00:11:12.012>of <00:11:12.120>people

00:11:13.790 --> 00:11:13.800 align:start position:0%
<00:11:13.790>about <00:11:13.791>because <00:11:13.792>I <00:11:13.793>do <00:11:13.794>see <00:11:13.795>a <00:11:13.796>ton <00:11:13.797>of <00:11:13.799>people

00:11:13.800 --> 00:11:16.190 align:start position:0%
<00:11:13.800>about <00:11:13.900>because <00:11:14.000>I <00:11:14.099>do <00:11:14.199>see <00:11:14.300>a <00:11:14.400>ton <00:11:14.500>of <00:11:14.599>people <00:11:14.699>putting <00:11:14.800>all <00:11:14.900>kinds <00:11:15.000>of <00:11:15.099>instructions <00:11:15.199>and

00:11:16.190 --> 00:11:16.200 align:start position:0%
<00:11:16.190>putting <00:11:16.191>all <00:11:16.193>kinds <00:11:16.195>of <00:11:16.197>instructions <00:11:16.199>and

00:11:16.200 --> 00:11:19.430 align:start position:0%
<00:11:16.200>putting <00:11:16.340>all <00:11:16.480>kinds <00:11:16.620>of <00:11:16.760>instructions <00:11:16.900>and <00:11:17.040>repeating <00:11:17.180>instructions <00:11:17.320>in <00:11:17.460>agent.md <00:11:17.600>files

00:11:19.430 --> 00:11:19.440 align:start position:0%
<00:11:19.430>repeating <00:11:19.432>instructions <00:11:19.434>in <00:11:19.436>agent.md <00:11:19.439>files

00:11:19.440 --> 00:11:21.990 align:start position:0%
<00:11:19.440>repeating <00:11:19.615>instructions <00:11:19.790>in <00:11:19.965>agent.md <00:11:20.140>files <00:11:20.315>or <00:11:20.490>other <00:11:20.665>markdown <00:11:20.840>instructions.

00:11:21.990 --> 00:11:22.000 align:start position:0%
<00:11:21.990>or <00:11:21.993>other <00:11:21.996>markdown <00:11:21.999>instructions.

00:11:22.000 --> 00:11:25.710 align:start position:0%
<00:11:22.000>or <00:11:22.116>other <00:11:22.233>markdown <00:11:22.350>instructions. <00:11:22.466>None <00:11:22.583>of <00:11:22.700>this <00:11:22.816>is <00:11:22.933>a <00:11:23.050>lot <00:11:23.166>more <00:11:23.283>than <00:11:23.400>praying

00:11:25.710 --> 00:11:25.720 align:start position:0%
<00:11:25.710>None <00:11:25.711>of <00:11:25.712>this <00:11:25.713>is <00:11:25.714>a <00:11:25.715>lot <00:11:25.716>more <00:11:25.717>than <00:11:25.719>praying

00:11:25.720 --> 00:11:27.550 align:start position:0%
<00:11:25.720>None <00:11:25.847>of <00:11:25.974>this <00:11:26.101>is <00:11:26.229>a <00:11:26.356>lot <00:11:26.483>more <00:11:26.610>than <00:11:26.738>praying <00:11:26.865>for <00:11:26.992>an <00:11:27.120>outcome.

00:11:27.550 --> 00:11:27.560 align:start position:0%
<00:11:27.550>for <00:11:27.554>an <00:11:27.559>outcome.

00:11:27.560 --> 00:11:30.350 align:start position:0%
<00:11:27.560>for <00:11:27.699>an <00:11:27.839>outcome. <00:11:27.979>If <00:11:28.119>you <00:11:28.260>actually <00:11:28.400>want <00:11:28.540>to <00:11:28.680>make <00:11:28.819>sure <00:11:28.959>an

00:11:30.350 --> 00:11:30.360 align:start position:0%
<00:11:30.350>If <00:11:30.351>you <00:11:30.352>actually <00:11:30.353>want <00:11:30.355>to <00:11:30.356>make <00:11:30.357>sure <00:11:30.359>an

00:11:30.360 --> 00:11:32.590 align:start position:0%
<00:11:30.360>If <00:11:30.476>you <00:11:30.593>actually <00:11:30.710>want <00:11:30.826>to <00:11:30.943>make <00:11:31.060>sure <00:11:31.176>an <00:11:31.293>agent <00:11:31.410>follows <00:11:31.526>your <00:11:31.643>instructions, <00:11:31.760>you

00:11:32.590 --> 00:11:32.600 align:start position:0%
<00:11:32.590>agent <00:11:32.592>follows <00:11:32.594>your <00:11:32.596>instructions, <00:11:32.599>you

00:11:32.600 --> 00:11:35.230 align:start position:0%
<00:11:32.600>agent <00:11:32.727>follows <00:11:32.854>your <00:11:32.981>instructions, <00:11:33.109>you <00:11:33.236>need <00:11:33.363>to <00:11:33.490>put <00:11:33.618>in <00:11:33.745>solid <00:11:33.872>and <00:11:34.000>hard

00:11:35.230 --> 00:11:35.240 align:start position:0%
<00:11:35.230>need <00:11:35.231>to <00:11:35.233>put <00:11:35.234>in <00:11:35.236>solid <00:11:35.237>and <00:11:35.239>hard

00:11:35.240 --> 00:11:36.710 align:start position:0%
<00:11:35.240>need <00:11:35.429>to <00:11:35.618>put <00:11:35.807>in <00:11:35.996>solid <00:11:36.185>and <00:11:36.374>hard <00:11:36.563>guardrails.

00:11:36.710 --> 00:11:36.720 align:start position:0%
guardrails.

00:11:36.720 --> 00:11:39.750 align:start position:0%
<00:11:36.720>guardrails. <00:11:36.953>And <00:11:37.186>I'm <00:11:37.420>talking <00:11:37.653>about <00:11:37.886>pre-commit <00:11:38.120>hooks.

00:11:39.750 --> 00:11:39.760 align:start position:0%
<00:11:39.750>And <00:11:39.751>I'm <00:11:39.753>talking <00:11:39.755>about <00:11:39.757>pre-commit <00:11:39.759>hooks.

00:11:39.760 --> 00:11:42.350 align:start position:0%
<00:11:39.760>And <00:11:39.900>I'm <00:11:40.040>talking <00:11:40.180>about <00:11:40.319>pre-commit <00:11:40.460>hooks. <00:11:40.600>I'm <00:11:40.740>talking <00:11:40.880>about <00:11:41.020>agent <00:11:41.160>hooks.

00:11:42.350 --> 00:11:42.360 align:start position:0%
<00:11:42.350>I'm <00:11:42.352>talking <00:11:42.354>about <00:11:42.356>agent <00:11:42.359>hooks.

00:11:42.360 --> 00:11:44.870 align:start position:0%
<00:11:42.360>I'm <00:11:42.487>talking <00:11:42.614>about <00:11:42.741>agent <00:11:42.869>hooks. <00:11:42.996>I'm <00:11:43.123>talking <00:11:43.250>about <00:11:43.378>PMD <00:11:43.505>if <00:11:43.632>you're <00:11:43.760>living

00:11:44.870 --> 00:11:44.880 align:start position:0%
<00:11:44.870>I'm <00:11:44.871>talking <00:11:44.873>about <00:11:44.874>PMD <00:11:44.876>if <00:11:44.877>you're <00:11:44.879>living

00:11:44.880 --> 00:11:47.630 align:start position:0%
<00:11:44.880>I'm <00:11:44.980>talking <00:11:45.080>about <00:11:45.180>PMD <00:11:45.280>if <00:11:45.380>you're <00:11:45.480>living <00:11:45.580>in <00:11:45.680>the <00:11:45.780>Java <00:11:45.880>world. <00:11:45.980>Like <00:11:46.080>make <00:11:46.180>sure <00:11:46.280>that

00:11:47.630 --> 00:11:47.640 align:start position:0%
<00:11:47.630>in <00:11:47.631>the <00:11:47.632>Java <00:11:47.633>world. <00:11:47.635>Like <00:11:47.636>make <00:11:47.637>sure <00:11:47.639>that

00:11:47.640 --> 00:11:51.910 align:start position:0%
<00:11:47.640>in <00:11:47.740>the <00:11:47.840>Java <00:11:47.939>world. <00:11:48.040>Like <00:11:48.140>make <00:11:48.240>sure <00:11:48.340>that <00:11:48.439>the <00:11:48.540>result <00:11:48.640>the <00:11:48.740>agent <00:11:48.840>produces <00:11:48.939>can <00:11:49.040>be

00:11:51.910 --> 00:11:51.920 align:start position:0%
<00:11:51.910>the <00:11:51.911>result <00:11:51.913>the <00:11:51.914>agent <00:11:51.915>produces <00:11:51.917>can <00:11:51.919>be

00:11:51.920 --> 00:11:54.470 align:start position:0%
<00:11:51.920>the <00:11:52.094>result <00:11:52.270>the <00:11:52.444>agent <00:11:52.620>produces <00:11:52.795>can <00:11:52.969>be <00:11:53.145>statically <00:11:53.319>validated

00:11:54.470 --> 00:11:54.480 align:start position:0%
<00:11:54.470>statically <00:11:54.479>validated

00:11:54.480 --> 00:11:56.950 align:start position:0%
<00:11:54.480>statically <00:11:54.635>validated <00:11:54.791>and <00:11:54.946>feeds <00:11:55.102>back <00:11:55.257>as <00:11:55.413>a <00:11:55.568>result <00:11:55.724>into <00:11:55.880>the

00:11:56.950 --> 00:11:56.960 align:start position:0%
<00:11:56.950>and <00:11:56.951>feeds <00:11:56.952>back <00:11:56.953>as <00:11:56.955>a <00:11:56.956>result <00:11:56.957>into <00:11:56.959>the

00:11:56.960 --> 00:12:00.110 align:start position:0%
<00:11:56.960>and <00:11:57.060>feeds <00:11:57.160>back <00:11:57.260>as <00:11:57.360>a <00:11:57.460>result <00:11:57.560>into <00:11:57.660>the <00:11:57.760>agent. <00:11:57.860>So, <00:11:57.960>worst-case <00:11:58.060>this <00:11:58.160>thing <00:11:58.260>can <00:11:58.360>fix

00:12:00.110 --> 00:12:00.120 align:start position:0%
<00:12:00.110>agent. <00:12:00.111>So, <00:12:00.113>worst-case <00:12:00.114>this <00:12:00.116>thing <00:12:00.117>can <00:12:00.119>fix

00:12:00.120 --> 00:12:01.430 align:start position:0%
<00:12:00.120>agent. <00:12:00.288>So, <00:12:00.456>worst-case <00:12:00.625>this <00:12:00.793>thing <00:12:00.962>can <00:12:01.130>fix <00:12:01.299>itself.

00:12:01.430 --> 00:12:01.440 align:start position:0%
itself.

00:12:01.440 --> 00:12:03.190 align:start position:0%
<00:12:01.440>itself. <00:12:01.615>That <00:12:01.790>is <00:12:01.965>what <00:12:02.140>you <00:12:02.315>really <00:12:02.490>need <00:12:02.665>to <00:12:02.840>make

00:12:03.190 --> 00:12:03.200 align:start position:0%
<00:12:03.190>That <00:12:03.191>is <00:12:03.192>what <00:12:03.193>you <00:12:03.195>really <00:12:03.196>need <00:12:03.197>to <00:12:03.199>make

00:12:03.200 --> 00:12:07.430 align:start position:0%
<00:12:03.200>That <00:12:03.340>is <00:12:03.480>what <00:12:03.620>you <00:12:03.760>really <00:12:03.900>need <00:12:04.040>to <00:12:04.180>make <00:12:04.320>sure <00:12:04.460>is <00:12:04.600>there.

00:12:07.440 --> 00:12:10.550 align:start position:0%
<00:12:07.440>Bad <00:12:07.790>requests <00:12:08.140>to <00:12:08.490>your <00:12:08.840>agents

00:12:10.550 --> 00:12:10.560 align:start position:0%
<00:12:10.550>Bad <00:12:10.552>requests <00:12:10.554>to <00:12:10.556>your <00:12:10.559>agents

00:12:10.560 --> 00:12:14.908 align:start position:0%
<00:12:10.560>Bad <00:12:10.687>requests <00:12:10.814>to <00:12:10.941>your <00:12:11.069>agents <00:12:11.196>mix <00:12:11.323>all <00:12:11.450>of <00:12:11.578>these <00:12:11.705>three <00:12:11.832>pieces <00:12:11.959>together.

00:12:14.908 --> 00:12:14.918 align:start position:0%
<00:12:14.908>mix <00:12:14.909>all <00:12:14.911>of <00:12:14.912>these <00:12:14.914>three <00:12:14.915>pieces <00:12:14.917>together.

00:12:14.918 --> 00:12:15.270 align:start position:0%
<00:12:14.918>mix <00:12:14.953>all <00:12:14.988>of <00:12:15.023>these <00:12:15.058>three <00:12:15.094>pieces <00:12:15.129>together. <00:12:15.164>&gt;&gt; <00:12:15.199>[clears <00:12:15.234>throat]

00:12:15.270 --> 00:12:15.280 align:start position:0%
<00:12:15.270>&gt;&gt; <00:12:15.274>[clears <00:12:15.279>throat]

00:12:15.280 --> 00:12:17.510 align:start position:0%
<00:12:15.280>&gt;&gt; <00:12:15.454>[clears <00:12:15.630>throat] <00:12:15.805>&gt;&gt; <00:12:15.980>And <00:12:16.155>that <00:12:16.329>is <00:12:16.505>definitely <00:12:16.680>something

00:12:17.510 --> 00:12:17.520 align:start position:0%
<00:12:17.510>&gt;&gt; <00:12:17.511>And <00:12:17.513>that <00:12:17.515>is <00:12:17.517>definitely <00:12:17.519>something

00:12:17.520 --> 00:12:20.550 align:start position:0%
<00:12:17.520>&gt;&gt; <00:12:17.660>And <00:12:17.800>that <00:12:17.939>is <00:12:18.079>definitely <00:12:18.220>something <00:12:18.360>that <00:12:18.500>you <00:12:18.640>should <00:12:18.780>avoid <00:12:18.920>by

00:12:20.550 --> 00:12:20.560 align:start position:0%
<00:12:20.550>that <00:12:20.552>you <00:12:20.554>should <00:12:20.556>avoid <00:12:20.559>by

00:12:20.560 --> 00:12:23.070 align:start position:0%
<00:12:20.560>that <00:12:20.699>you <00:12:20.839>should <00:12:20.979>avoid <00:12:21.119>by <00:12:21.260>every <00:12:21.400>single <00:12:21.540>day <00:12:21.680>you're <00:12:21.819>working <00:12:21.959>with

00:12:23.070 --> 00:12:23.080 align:start position:0%
<00:12:23.070>every <00:12:23.071>single <00:12:23.073>day <00:12:23.075>you're <00:12:23.077>working <00:12:23.079>with

00:12:23.080 --> 00:12:27.350 align:start position:0%
<00:12:23.080>every <00:12:23.187>single <00:12:23.295>day <00:12:23.403>you're <00:12:23.510>working <00:12:23.618>with <00:12:23.726>these. <00:12:23.833>Just <00:12:23.941>do <00:12:24.049>not <00:12:24.156>mix <00:12:24.264>stuff <00:12:24.372>up. <00:12:24.480>Don't

00:12:27.350 --> 00:12:27.360 align:start position:0%
<00:12:27.350>these. <00:12:27.351>Just <00:12:27.352>do <00:12:27.353>not <00:12:27.355>mix <00:12:27.356>stuff <00:12:27.357>up. <00:12:27.359>Don't

00:12:27.360 --> 00:12:30.710 align:start position:0%
<00:12:27.360>these. <00:12:27.467>Just <00:12:27.575>do <00:12:27.683>not <00:12:27.790>mix <00:12:27.898>stuff <00:12:28.006>up. <00:12:28.113>Don't <00:12:28.221>tell <00:12:28.329>your <00:12:28.436>agent <00:12:28.544>to <00:12:28.652>modernize <00:12:28.760>something.

00:12:30.710 --> 00:12:30.720 align:start position:0%
<00:12:30.710>tell <00:12:30.711>your <00:12:30.713>agent <00:12:30.715>to <00:12:30.717>modernize <00:12:30.719>something.

00:12:30.720 --> 00:12:32.910 align:start position:0%
<00:12:30.720>tell <00:12:30.827>your <00:12:30.935>agent <00:12:31.043>to <00:12:31.150>modernize <00:12:31.258>something. <00:12:31.366>The <00:12:31.473>result <00:12:31.581>will <00:12:31.689>not <00:12:31.796>even <00:12:31.904>be <00:12:32.012>close <00:12:32.120>to

00:12:32.910 --> 00:12:32.920 align:start position:0%
<00:12:32.910>The <00:12:32.911>result <00:12:32.912>will <00:12:32.913>not <00:12:32.915>even <00:12:32.916>be <00:12:32.917>close <00:12:32.919>to

00:12:32.920 --> 00:12:34.590 align:start position:0%
<00:12:32.920>The <00:12:33.020>result <00:12:33.120>will <00:12:33.219>not <00:12:33.319>even <00:12:33.420>be <00:12:33.520>close <00:12:33.620>to <00:12:33.719>what <00:12:33.819>you're <00:12:33.920>aiming <00:12:34.020>at, <00:12:34.120>right? <00:12:34.219>Make <00:12:34.319>sure

00:12:34.590 --> 00:12:34.600 align:start position:0%
<00:12:34.590>what <00:12:34.591>you're <00:12:34.593>aiming <00:12:34.594>at, <00:12:34.596>right? <00:12:34.597>Make <00:12:34.599>sure

00:12:34.600 --> 00:12:37.070 align:start position:0%
<00:12:34.600>what <00:12:34.727>you're <00:12:34.854>aiming <00:12:34.981>at, <00:12:35.109>right? <00:12:35.236>Make <00:12:35.363>sure <00:12:35.490>that <00:12:35.618>you <00:12:35.745>always <00:12:35.872>split <00:12:36.000>up

00:12:37.070 --> 00:12:37.080 align:start position:0%
<00:12:37.070>that <00:12:37.072>you <00:12:37.074>always <00:12:37.076>split <00:12:37.079>up

00:12:37.080 --> 00:12:39.470 align:start position:0%
<00:12:37.080>that <00:12:37.196>you <00:12:37.313>always <00:12:37.430>split <00:12:37.546>up <00:12:37.663>what <00:12:37.780>needs <00:12:37.896>to <00:12:38.013>be <00:12:38.130>done, <00:12:38.246>how <00:12:38.363>it <00:12:38.480>is

00:12:39.470 --> 00:12:39.480 align:start position:0%
<00:12:39.470>what <00:12:39.471>needs <00:12:39.472>to <00:12:39.473>be <00:12:39.475>done, <00:12:39.476>how <00:12:39.477>it <00:12:39.479>is

00:12:39.480 --> 00:12:42.030 align:start position:0%
<00:12:39.480>what <00:12:39.580>needs <00:12:39.680>to <00:12:39.780>be <00:12:39.880>done, <00:12:39.980>how <00:12:40.080>it <00:12:40.180>is <00:12:40.280>supposed <00:12:40.380>to <00:12:40.480>be <00:12:40.580>implemented, <00:12:40.680>and <00:12:40.780>put <00:12:40.880>in

00:12:42.030 --> 00:12:42.040 align:start position:0%
<00:12:42.030>supposed <00:12:42.031>to <00:12:42.033>be <00:12:42.034>implemented, <00:12:42.036>and <00:12:42.037>put <00:12:42.039>in

00:12:42.040 --> 00:12:46.870 align:start position:0%
<00:12:42.040>supposed <00:12:42.156>to <00:12:42.273>be <00:12:42.390>implemented, <00:12:42.506>and <00:12:42.623>put <00:12:42.740>in <00:12:42.856>statistic <00:12:42.973>verification <00:12:43.089>at <00:12:43.206>the <00:12:43.323>very <00:12:43.439>end.

00:12:46.880 --> 00:12:49.510 align:start position:0%
<00:12:46.880>Everything <00:12:47.160>that <00:12:47.439>is <00:12:47.720>unclear, <00:12:48.000>intents <00:12:48.280>that

00:12:49.510 --> 00:12:49.520 align:start position:0%
<00:12:49.510>Everything <00:12:49.511>that <00:12:49.513>is <00:12:49.515>unclear, <00:12:49.517>intents <00:12:49.519>that

00:12:49.520 --> 00:12:51.870 align:start position:0%
<00:12:49.520>Everything <00:12:49.647>that <00:12:49.774>is <00:12:49.901>unclear, <00:12:50.029>intents <00:12:50.156>that <00:12:50.283>have <00:12:50.410>that <00:12:50.538>you <00:12:50.665>have <00:12:50.792>not <00:12:50.920>explicitly

00:12:51.870 --> 00:12:51.880 align:start position:0%
<00:12:51.870>have <00:12:51.871>that <00:12:51.873>you <00:12:51.875>have <00:12:51.877>not <00:12:51.879>explicitly

00:12:51.880 --> 00:12:55.550 align:start position:0%
<00:12:51.880>have <00:12:51.996>that <00:12:52.113>you <00:12:52.230>have <00:12:52.346>not <00:12:52.463>explicitly <00:12:52.580>expressed <00:12:52.696>in <00:12:52.813>some <00:12:52.930>form <00:12:53.046>or <00:12:53.163>the <00:12:53.280>other

00:12:55.550 --> 00:12:55.560 align:start position:0%
<00:12:55.550>expressed <00:12:55.551>in <00:12:55.553>some <00:12:55.554>form <00:12:55.555>or <00:12:55.557>the <00:12:55.559>other

00:12:55.560 --> 00:12:57.829 align:start position:0%
<00:12:55.560>expressed <00:12:55.687>in <00:12:55.814>some <00:12:55.941>form <00:12:56.069>or <00:12:56.196>the <00:12:56.323>other <00:12:56.450>is <00:12:56.578>going <00:12:56.705>to <00:12:56.832>be <00:12:56.959>filled

00:12:57.829 --> 00:12:57.839 align:start position:0%
<00:12:57.829>is <00:12:57.831>going <00:12:57.833>to <00:12:57.835>be <00:12:57.838>filled

00:12:57.839 --> 00:13:01.070 align:start position:0%
<00:12:57.839>is <00:12:57.994>going <00:12:58.150>to <00:12:58.305>be <00:12:58.461>filled <00:12:58.616>by <00:12:58.772>a <00:12:58.927>very <00:12:59.083>capable <00:12:59.238>agent.

00:13:01.070 --> 00:13:01.080 align:start position:0%
<00:13:01.070>by <00:13:01.072>a <00:13:01.074>very <00:13:01.076>capable <00:13:01.079>agent.

00:13:01.080 --> 00:13:03.110 align:start position:0%
<00:13:01.080>by <00:13:01.196>a <00:13:01.313>very <00:13:01.430>capable <00:13:01.546>agent. <00:13:01.663>And <00:13:01.780>it's <00:13:01.896>most <00:13:02.013>likely <00:13:02.130>not <00:13:02.246>going <00:13:02.363>to <00:13:02.480>be

00:13:03.110 --> 00:13:03.120 align:start position:0%
<00:13:03.110>And <00:13:03.111>it's <00:13:03.112>most <00:13:03.113>likely <00:13:03.115>not <00:13:03.116>going <00:13:03.117>to <00:13:03.119>be

00:13:03.120 --> 00:13:07.030 align:start position:0%
<00:13:03.120>And <00:13:03.227>it's <00:13:03.335>most <00:13:03.443>likely <00:13:03.550>not <00:13:03.658>going <00:13:03.766>to <00:13:03.873>be <00:13:03.981>what <00:13:04.089>you <00:13:04.196>are <00:13:04.304>actually <00:13:04.412>aiming <00:13:04.520>for.

00:13:07.030 --> 00:13:07.040 align:start position:0%
<00:13:07.030>what <00:13:07.031>you <00:13:07.033>are <00:13:07.035>actually <00:13:07.037>aiming <00:13:07.039>for.

00:13:07.040 --> 00:13:09.030 align:start position:0%
<00:13:07.040>what <00:13:07.214>you <00:13:07.390>are <00:13:07.564>actually <00:13:07.740>aiming <00:13:07.915>for. <00:13:08.089>I'm <00:13:08.265>starting <00:13:08.439>with

00:13:09.030 --> 00:13:09.040 align:start position:0%
<00:13:09.030>I'm <00:13:09.034>starting <00:13:09.039>with

00:13:09.040 --> 00:13:10.550 align:start position:0%
<00:13:09.040>I'm <00:13:09.492>starting <00:13:09.945>with <00:13:10.399>guardrails,

00:13:10.550 --> 00:13:10.560 align:start position:0%
guardrails,

00:13:10.560 --> 00:13:13.230 align:start position:0%
<00:13:10.560>guardrails, <00:13:10.760>with <00:13:10.959>boundaries. <00:13:11.160>That's <00:13:11.359>kind <00:13:11.560>of <00:13:11.760>where <00:13:11.959>I

00:13:13.230 --> 00:13:13.240 align:start position:0%
<00:13:13.230>with <00:13:13.231>boundaries. <00:13:13.233>That's <00:13:13.234>kind <00:13:13.236>of <00:13:13.237>where <00:13:13.239>I

00:13:13.240 --> 00:13:16.350 align:start position:0%
<00:13:13.240>with <00:13:13.367>boundaries. <00:13:13.494>That's <00:13:13.621>kind <00:13:13.749>of <00:13:13.876>where <00:13:14.003>I <00:13:14.130>start <00:13:14.258>designing <00:13:14.385>my <00:13:14.512>agent <00:13:14.640>workflows.

00:13:16.350 --> 00:13:16.360 align:start position:0%
<00:13:16.350>start <00:13:16.352>designing <00:13:16.354>my <00:13:16.356>agent <00:13:16.359>workflows.

00:13:16.360 --> 00:13:18.829 align:start position:0%
<00:13:16.360>start <00:13:16.500>designing <00:13:16.640>my <00:13:16.780>agent <00:13:16.920>workflows. <00:13:17.060>Keep <00:13:17.200>something <00:13:17.340>stable. <00:13:17.480>Define <00:13:17.620>how <00:13:17.760>it's

00:13:18.829 --> 00:13:18.839 align:start position:0%
<00:13:18.829>Keep <00:13:18.830>something <00:13:18.832>stable. <00:13:18.834>Define <00:13:18.836>how <00:13:18.838>it's

00:13:18.839 --> 00:13:20.670 align:start position:0%
<00:13:18.839>Keep <00:13:18.966>something <00:13:19.093>stable. <00:13:19.220>Define <00:13:19.348>how <00:13:19.475>it's <00:13:19.602>supposed <00:13:19.729>to <00:13:19.857>look <00:13:19.984>like. <00:13:20.111>Define <00:13:20.238>how

00:13:20.670 --> 00:13:20.680 align:start position:0%
<00:13:20.670>supposed <00:13:20.671>to <00:13:20.673>look <00:13:20.675>like. <00:13:20.677>Define <00:13:20.679>how

00:13:20.680 --> 00:13:23.710 align:start position:0%
<00:13:20.680>supposed <00:13:20.819>to <00:13:20.959>look <00:13:21.099>like. <00:13:21.239>Define <00:13:21.380>how <00:13:21.520>transactions <00:13:21.660>are <00:13:21.800>being <00:13:21.939>implemented <00:13:22.079>in

00:13:23.710 --> 00:13:23.720 align:start position:0%
<00:13:23.710>transactions <00:13:23.712>are <00:13:23.714>being <00:13:23.716>implemented <00:13:23.719>in

00:13:23.720 --> 00:13:25.910 align:start position:0%
<00:13:23.720>transactions <00:13:23.920>are <00:13:24.120>being <00:13:24.320>implemented <00:13:24.520>in <00:13:24.720>your <00:13:24.920>code <00:13:25.120>bases.

00:13:25.910 --> 00:13:25.920 align:start position:0%
<00:13:25.910>your <00:13:25.914>code <00:13:25.919>bases.

00:13:25.920 --> 00:13:28.630 align:start position:0%
<00:13:25.920>your <00:13:26.075>code <00:13:26.231>bases. <00:13:26.386>Make <00:13:26.542>crystal <00:13:26.697>clear <00:13:26.853>that <00:13:27.008>there <00:13:27.164>is <00:13:27.319>no

00:13:28.630 --> 00:13:28.640 align:start position:0%
<00:13:28.630>Make <00:13:28.631>crystal <00:13:28.633>clear <00:13:28.634>that <00:13:28.636>there <00:13:28.637>is <00:13:28.639>no

00:13:28.640 --> 00:13:30.950 align:start position:0%
<00:13:28.640>Make <00:13:28.767>crystal <00:13:28.894>clear <00:13:29.021>that <00:13:29.149>there <00:13:29.276>is <00:13:29.403>no <00:13:29.530>single <00:13:29.658>additional <00:13:29.785>dependency <00:13:29.912>to <00:13:30.040>be

00:13:30.950 --> 00:13:30.960 align:start position:0%
<00:13:30.950>single <00:13:30.952>additional <00:13:30.954>dependency <00:13:30.956>to <00:13:30.959>be

00:13:30.960 --> 00:13:34.590 align:start position:0%
<00:13:30.960>single <00:13:31.100>additional <00:13:31.240>dependency <00:13:31.380>to <00:13:31.520>be <00:13:31.660>added. <00:13:31.800>I <00:13:31.940>don't <00:13:32.080>want <00:13:32.220>20,000 <00:13:32.360>dependencies

00:13:34.590 --> 00:13:34.600 align:start position:0%
<00:13:34.590>added. <00:13:34.591>I <00:13:34.593>don't <00:13:34.595>want <00:13:34.597>20,000 <00:13:34.599>dependencies

00:13:34.600 --> 00:13:37.670 align:start position:0%
<00:13:34.600>added. <00:13:34.700>I <00:13:34.800>don't <00:13:34.900>want <00:13:35.000>20,000 <00:13:35.100>dependencies <00:13:35.200>to <00:13:35.300>be <00:13:35.400>pulled <00:13:35.500>in <00:13:35.600>just <00:13:35.700>to <00:13:35.800>fix <00:13:35.900>one <00:13:36.000>specific

00:13:37.670 --> 00:13:37.680 align:start position:0%
<00:13:37.670>to <00:13:37.671>be <00:13:37.672>pulled <00:13:37.673>in <00:13:37.674>just <00:13:37.675>to <00:13:37.676>fix <00:13:37.677>one <00:13:37.679>specific

00:13:37.680 --> 00:13:39.830 align:start position:0%
<00:13:37.680>to <00:13:37.787>be <00:13:37.895>pulled <00:13:38.003>in <00:13:38.110>just <00:13:38.218>to <00:13:38.326>fix <00:13:38.433>one <00:13:38.541>specific <00:13:38.649>mathematical <00:13:38.756>problem, <00:13:38.864>right? <00:13:38.972>Like <00:13:39.079>the

00:13:39.830 --> 00:13:39.840 align:start position:0%
<00:13:39.830>mathematical <00:13:39.832>problem, <00:13:39.834>right? <00:13:39.836>Like <00:13:39.839>the

00:13:39.840 --> 00:13:42.630 align:start position:0%
<00:13:39.840>mathematical <00:13:40.015>problem, <00:13:40.190>right? <00:13:40.365>Like <00:13:40.540>the <00:13:40.715>agent <00:13:40.890>is <00:13:41.065>super <00:13:41.240>creative.

00:13:42.630 --> 00:13:42.640 align:start position:0%
<00:13:42.630>agent <00:13:42.633>is <00:13:42.636>super <00:13:42.639>creative.

00:13:42.640 --> 00:13:44.750 align:start position:0%
<00:13:42.640>agent <00:13:42.756>is <00:13:42.873>super <00:13:42.990>creative. <00:13:43.106>If <00:13:43.223>you <00:13:43.340>have <00:13:43.456>a <00:13:43.573>Java <00:13:43.689>code <00:13:43.806>base, <00:13:43.923>it <00:13:44.040>will

00:13:44.750 --> 00:13:44.760 align:start position:0%
<00:13:44.750>If <00:13:44.751>you <00:13:44.752>have <00:13:44.753>a <00:13:44.754>Java <00:13:44.755>code <00:13:44.756>base, <00:13:44.757>it <00:13:44.759>will

00:13:44.760 --> 00:13:47.190 align:start position:0%
<00:13:44.760>If <00:13:44.847>you <00:13:44.935>have <00:13:45.022>a <00:13:45.110>Java <00:13:45.197>code <00:13:45.285>base, <00:13:45.372>it <00:13:45.460>will <00:13:45.547>not <00:13:45.635>hesitate <00:13:45.722>a <00:13:45.810>single <00:13:45.897>second <00:13:45.985>to <00:13:46.072>create <00:13:46.160>a

00:13:47.190 --> 00:13:47.200 align:start position:0%
<00:13:47.190>not <00:13:47.191>hesitate <00:13:47.192>a <00:13:47.193>single <00:13:47.195>second <00:13:47.196>to <00:13:47.197>create <00:13:47.199>a

00:13:47.200 --> 00:13:49.670 align:start position:0%
<00:13:47.200>not <00:13:47.327>hesitate <00:13:47.454>a <00:13:47.581>single <00:13:47.709>second <00:13:47.836>to <00:13:47.963>create <00:13:48.090>a <00:13:48.218>Python <00:13:48.345>class <00:13:48.472>to <00:13:48.600>fix

00:13:49.670 --> 00:13:49.680 align:start position:0%
<00:13:49.670>Python <00:13:49.673>class <00:13:49.675>to <00:13:49.679>fix

00:13:49.680 --> 00:13:52.270 align:start position:0%
<00:13:49.680>Python <00:13:49.796>class <00:13:49.913>to <00:13:50.030>fix <00:13:50.146>We <00:13:50.263>do <00:13:50.380>not <00:13:50.496>want <00:13:50.613>this, <00:13:50.729>exactly <00:13:50.846>not <00:13:50.963>as <00:13:51.079>Java

00:13:52.270 --> 00:13:52.280 align:start position:0%
<00:13:52.270>We <00:13:52.271>do <00:13:52.272>not <00:13:52.273>want <00:13:52.274>this, <00:13:52.275>exactly <00:13:52.276>not <00:13:52.277>as <00:13:52.279>Java

00:13:52.280 --> 00:13:54.230 align:start position:0%
<00:13:52.280>We <00:13:52.407>do <00:13:52.534>not <00:13:52.661>want <00:13:52.789>this, <00:13:52.916>exactly <00:13:53.043>not <00:13:53.170>as <00:13:53.298>Java <00:13:53.425>developers <00:13:53.552>in <00:13:53.680>particular.

00:13:54.230 --> 00:13:54.240 align:start position:0%
<00:13:54.230>developers <00:13:54.234>in <00:13:54.239>particular.

00:13:54.240 --> 00:13:56.510 align:start position:0%
<00:13:54.240>developers <00:13:54.380>in <00:13:54.520>particular. <00:13:54.660>And <00:13:54.800>also <00:13:54.940>make <00:13:55.080>sure <00:13:55.220>to <00:13:55.360>start <00:13:55.500>with <00:13:55.640>the

00:13:56.510 --> 00:13:56.520 align:start position:0%
<00:13:56.510>And <00:13:56.511>also <00:13:56.512>make <00:13:56.513>sure <00:13:56.515>to <00:13:56.516>start <00:13:56.517>with <00:13:56.519>the

00:13:56.520 --> 00:13:58.070 align:start position:0%
<00:13:56.520>And <00:13:56.675>also <00:13:56.830>make <00:13:56.985>sure <00:13:57.140>to <00:13:57.295>start <00:13:57.450>with <00:13:57.605>the <00:13:57.760>tests <00:13:57.915>first.

00:13:58.070 --> 00:13:58.080 align:start position:0%
<00:13:58.070>tests <00:13:58.079>first.

00:13:58.080 --> 00:14:00.550 align:start position:0%
<00:13:58.080>tests <00:13:58.196>first. <00:13:58.313>So, <00:13:58.430>I <00:13:58.546>have <00:13:58.663>to <00:13:58.780>admit <00:13:58.896>I <00:13:59.013>do <00:13:59.130>a <00:13:59.246>lot <00:13:59.363>of <00:13:59.480>demos

00:14:00.550 --> 00:14:00.560 align:start position:0%
<00:14:00.550>So, <00:14:00.550>I <00:14:00.551>have <00:14:00.552>to <00:14:00.553>admit <00:14:00.554>I <00:14:00.555>do <00:14:00.556>a <00:14:00.557>lot <00:14:00.558>of <00:14:00.559>demos

00:14:00.560 --> 00:14:03.030 align:start position:0%
<00:14:00.560>So, <00:14:00.642>I <00:14:00.724>have <00:14:00.807>to <00:14:00.889>admit <00:14:00.971>I <00:14:01.054>do <00:14:01.136>a <00:14:01.218>lot <00:14:01.301>of <00:14:01.383>demos <00:14:01.465>as <00:14:01.548>developer <00:14:01.630>advocate. <00:14:01.712>I <00:14:01.795>I <00:14:01.877>tell <00:14:01.959>people

00:14:03.030 --> 00:14:03.040 align:start position:0%
<00:14:03.030>as <00:14:03.031>developer <00:14:03.033>advocate. <00:14:03.034>I <00:14:03.036>I <00:14:03.037>tell <00:14:03.039>people

00:14:03.040 --> 00:14:05.630 align:start position:0%
<00:14:03.040>as <00:14:03.140>developer <00:14:03.240>advocate. <00:14:03.339>I <00:14:03.439>I <00:14:03.540>tell <00:14:03.640>people <00:14:03.740>how <00:14:03.839>to <00:14:03.939>do <00:14:04.040>stuff, <00:14:04.140>right? <00:14:04.240>And <00:14:04.339>all <00:14:04.439>these

00:14:05.630 --> 00:14:05.640 align:start position:0%
<00:14:05.630>how <00:14:05.631>to <00:14:05.632>do <00:14:05.633>stuff, <00:14:05.635>right? <00:14:05.636>And <00:14:05.637>all <00:14:05.639>these

00:14:05.640 --> 00:14:08.390 align:start position:0%
<00:14:05.640>how <00:14:05.740>to <00:14:05.840>do <00:14:05.939>stuff, <00:14:06.040>right? <00:14:06.140>And <00:14:06.240>all <00:14:06.340>these <00:14:06.439>demos <00:14:06.540>have <00:14:06.640>one <00:14:06.740>thing <00:14:06.840>in <00:14:06.939>common. <00:14:07.040>They

00:14:08.390 --> 00:14:08.400 align:start position:0%
<00:14:08.390>demos <00:14:08.391>have <00:14:08.393>one <00:14:08.394>thing <00:14:08.396>in <00:14:08.397>common. <00:14:08.399>They

00:14:08.400 --> 00:14:10.670 align:start position:0%
<00:14:08.400>demos <00:14:08.516>have <00:14:08.633>one <00:14:08.750>thing <00:14:08.866>in <00:14:08.983>common. <00:14:09.100>They <00:14:09.216>basically <00:14:09.333>are <00:14:09.449>created <00:14:09.566>for <00:14:09.683>one <00:14:09.800>specific

00:14:10.670 --> 00:14:10.680 align:start position:0%
<00:14:10.670>basically <00:14:10.671>are <00:14:10.673>created <00:14:10.675>for <00:14:10.677>one <00:14:10.679>specific

00:14:10.680 --> 00:14:13.150 align:start position:0%
<00:14:10.680>basically <00:14:10.787>are <00:14:10.895>created <00:14:11.003>for <00:14:11.110>one <00:14:11.218>specific <00:14:11.326>purpose, <00:14:11.433>for <00:14:11.541>an <00:14:11.649>article, <00:14:11.756>for <00:14:11.864>a <00:14:11.972>demo <00:14:12.079>in

00:14:13.150 --> 00:14:13.160 align:start position:0%
<00:14:13.150>purpose, <00:14:13.151>for <00:14:13.152>an <00:14:13.153>article, <00:14:13.155>for <00:14:13.156>a <00:14:13.157>demo <00:14:13.159>in

00:14:13.160 --> 00:14:14.750 align:start position:0%
<00:14:13.160>purpose, <00:14:13.287>for <00:14:13.414>an <00:14:13.541>article, <00:14:13.669>for <00:14:13.796>a <00:14:13.923>demo <00:14:14.050>in <00:14:14.178>front <00:14:14.305>of <00:14:14.432>people, <00:14:14.560>right?

00:14:14.750 --> 00:14:14.760 align:start position:0%
<00:14:14.750>front <00:14:14.753>of <00:14:14.756>people, <00:14:14.759>right?

00:14:14.760 --> 00:14:16.790 align:start position:0%
<00:14:14.760>front <00:14:14.887>of <00:14:15.014>people, <00:14:15.141>right? <00:14:15.269>And <00:14:15.396>I <00:14:15.523>do <00:14:15.650>hate <00:14:15.778>tests <00:14:15.905>because <00:14:16.032>they <00:14:16.160>are

00:14:16.790 --> 00:14:16.800 align:start position:0%
<00:14:16.790>And <00:14:16.791>I <00:14:16.792>do <00:14:16.793>hate <00:14:16.795>tests <00:14:16.796>because <00:14:16.797>they <00:14:16.799>are

00:14:16.800 --> 00:14:19.710 align:start position:0%
<00:14:16.800>And <00:14:16.900>I <00:14:17.000>do <00:14:17.099>hate <00:14:17.199>tests <00:14:17.300>because <00:14:17.400>they <00:14:17.500>are <00:14:17.599>wasted <00:14:17.699>time <00:14:17.800>for <00:14:17.900>demos. <00:14:18.000>Nobody <00:14:18.099>wants <00:14:18.199>to

00:14:19.710 --> 00:14:19.720 align:start position:0%
<00:14:19.710>wasted <00:14:19.711>time <00:14:19.713>for <00:14:19.714>demos. <00:14:19.716>Nobody <00:14:19.717>wants <00:14:19.719>to

00:14:19.720 --> 00:14:21.390 align:start position:0%
<00:14:19.720>wasted <00:14:19.820>time <00:14:19.920>for <00:14:20.020>demos. <00:14:20.120>Nobody <00:14:20.220>wants <00:14:20.320>to <00:14:20.420>see <00:14:20.520>tests, <00:14:20.620>and <00:14:20.720>I <00:14:20.820>don't <00:14:20.920>want <00:14:21.020>to <00:14:21.120>write

00:14:21.390 --> 00:14:21.400 align:start position:0%
<00:14:21.390>see <00:14:21.391>tests, <00:14:21.392>and <00:14:21.393>I <00:14:21.395>don't <00:14:21.396>want <00:14:21.397>to <00:14:21.399>write

00:14:21.400 --> 00:14:25.710 align:start position:0%
<00:14:21.400>see <00:14:21.500>tests, <00:14:21.600>and <00:14:21.699>I <00:14:21.800>don't <00:14:21.900>want <00:14:22.000>to <00:14:22.100>write <00:14:22.199>them. <00:14:22.300>You <00:14:22.400>know <00:14:22.500>what? <00:14:22.600>Agents <00:14:22.699>changed <00:14:22.800>me.

00:14:25.710 --> 00:14:25.720 align:start position:0%
<00:14:25.710>them. <00:14:25.711>You <00:14:25.713>know <00:14:25.714>what? <00:14:25.716>Agents <00:14:25.717>changed <00:14:25.719>me.

00:14:25.720 --> 00:14:28.150 align:start position:0%
<00:14:25.720>them. <00:14:25.836>You <00:14:25.953>know <00:14:26.070>what? <00:14:26.186>Agents <00:14:26.303>changed <00:14:26.420>me. <00:14:26.536>Completely, <00:14:26.653>from <00:14:26.770>the <00:14:26.886>very <00:14:27.003>beginning <00:14:27.120>on.

00:14:28.150 --> 00:14:28.160 align:start position:0%
<00:14:28.150>Completely, <00:14:28.151>from <00:14:28.153>the <00:14:28.155>very <00:14:28.157>beginning <00:14:28.159>on.

00:14:28.160 --> 00:14:30.430 align:start position:0%
<00:14:28.160>Completely, <00:14:28.267>from <00:14:28.375>the <00:14:28.483>very <00:14:28.590>beginning <00:14:28.698>on. <00:14:28.806>I <00:14:28.913>start <00:14:29.021>with <00:14:29.129>tests <00:14:29.236>now. <00:14:29.344>I'm <00:14:29.452>not <00:14:29.560>doing

00:14:30.430 --> 00:14:30.440 align:start position:0%
<00:14:30.430>I <00:14:30.431>start <00:14:30.432>with <00:14:30.433>tests <00:14:30.435>now. <00:14:30.436>I'm <00:14:30.437>not <00:14:30.439>doing

00:14:30.440 --> 00:14:32.710 align:start position:0%
<00:14:30.440>I <00:14:30.547>start <00:14:30.655>with <00:14:30.763>tests <00:14:30.870>now. <00:14:30.978>I'm <00:14:31.086>not <00:14:31.193>doing <00:14:31.301>test-driven <00:14:31.409>development <00:14:31.516>even <00:14:31.624>if <00:14:31.732>that <00:14:31.840>is

00:14:32.710 --> 00:14:32.720 align:start position:0%
<00:14:32.710>test-driven <00:14:32.711>development <00:14:32.713>even <00:14:32.715>if <00:14:32.717>that <00:14:32.719>is

00:14:32.720 --> 00:14:33.990 align:start position:0%
<00:14:32.720>test-driven <00:14:32.883>development <00:14:33.046>even <00:14:33.209>if <00:14:33.373>that <00:14:33.536>is <00:14:33.699>a <00:14:33.863>viable

00:14:33.990 --> 00:14:34.000 align:start position:0%
<00:14:33.990>a <00:14:33.999>viable

00:14:34.000 --> 00:14:36.230 align:start position:0%
<00:14:34.000>a <00:14:34.175>viable <00:14:34.350>opportunity <00:14:34.525>to <00:14:34.700>do <00:14:34.875>this, <00:14:35.050>but <00:14:35.225>think <00:14:35.400>about

00:14:36.230 --> 00:14:36.240 align:start position:0%
<00:14:36.230>opportunity <00:14:36.231>to <00:14:36.233>do <00:14:36.234>this, <00:14:36.236>but <00:14:36.237>think <00:14:36.239>about

00:14:36.240 --> 00:14:38.470 align:start position:0%
<00:14:36.240>opportunity <00:14:36.356>to <00:14:36.473>do <00:14:36.590>this, <00:14:36.706>but <00:14:36.823>think <00:14:36.940>about <00:14:37.056>tests <00:14:37.173>again. <00:14:37.290>If <00:14:37.406>you <00:14:37.523>hate <00:14:37.640>them,

00:14:38.470 --> 00:14:38.480 align:start position:0%
<00:14:38.470>tests <00:14:38.471>again. <00:14:38.473>If <00:14:38.475>you <00:14:38.477>hate <00:14:38.479>them,

00:14:38.480 --> 00:14:39.950 align:start position:0%
<00:14:38.480>tests <00:14:38.581>again. <00:14:38.683>If <00:14:38.785>you <00:14:38.887>hate <00:14:38.988>them, <00:14:39.090>get <00:14:39.192>closer <00:14:39.294>to <00:14:39.395>them. <00:14:39.497>They <00:14:39.599>are <00:14:39.701>not <00:14:39.803>that

00:14:39.950 --> 00:14:39.960 align:start position:0%
<00:14:39.950>get <00:14:39.951>closer <00:14:39.952>to <00:14:39.953>them. <00:14:39.955>They <00:14:39.956>are <00:14:39.957>not <00:14:39.959>that

00:14:39.960 --> 00:14:42.150 align:start position:0%
<00:14:39.960>get <00:14:40.053>closer <00:14:40.146>to <00:14:40.240>them. <00:14:40.333>They <00:14:40.426>are <00:14:40.520>not <00:14:40.613>that <00:14:40.706>bad. <00:14:40.800>They <00:14:40.893>are <00:14:40.986>good <00:14:41.080>guardrails <00:14:41.173>to <00:14:41.266>have <00:14:41.360>in

00:14:42.150 --> 00:14:42.160 align:start position:0%
<00:14:42.150>bad. <00:14:42.151>They <00:14:42.152>are <00:14:42.153>good <00:14:42.155>guardrails <00:14:42.156>to <00:14:42.157>have <00:14:42.159>in

00:14:42.160 --> 00:14:44.230 align:start position:0%
<00:14:42.160>bad. <00:14:42.334>They <00:14:42.510>are <00:14:42.685>good <00:14:42.860>guardrails <00:14:43.035>to <00:14:43.209>have <00:14:43.385>in <00:14:43.560>place.

00:14:44.230 --> 00:14:44.240 align:start position:0%
place.

00:14:44.240 --> 00:14:47.190 align:start position:0%
<00:14:44.240>place. <00:14:44.473>We've <00:14:44.706>talked <00:14:44.940>about <00:14:45.173>this. <00:14:45.406>Constraints <00:14:45.640>are

00:14:47.190 --> 00:14:47.200 align:start position:0%
<00:14:47.190>We've <00:14:47.191>talked <00:14:47.193>about <00:14:47.195>this. <00:14:47.197>Constraints <00:14:47.199>are

00:14:47.200 --> 00:14:49.470 align:start position:0%
<00:14:47.200>We've <00:14:47.316>talked <00:14:47.433>about <00:14:47.550>this. <00:14:47.666>Constraints <00:14:47.783>are <00:14:47.900>the <00:14:48.016>one <00:14:48.133>thing <00:14:48.250>that <00:14:48.366>beats <00:14:48.483>every <00:14:48.600>single

00:14:49.470 --> 00:14:49.480 align:start position:0%
<00:14:49.470>the <00:14:49.471>one <00:14:49.473>thing <00:14:49.474>that <00:14:49.476>beats <00:14:49.477>every <00:14:49.479>single

00:14:49.480 --> 00:14:52.150 align:start position:0%
<00:14:49.480>the <00:14:49.587>one <00:14:49.695>thing <00:14:49.803>that <00:14:49.910>beats <00:14:50.018>every <00:14:50.126>single <00:14:50.233>clever <00:14:50.341>prompt. <00:14:50.449>Do <00:14:50.556>not <00:14:50.664>invest <00:14:50.772>so <00:14:50.880>much

00:14:52.150 --> 00:14:52.160 align:start position:0%
<00:14:52.150>clever <00:14:52.151>prompt. <00:14:52.153>Do <00:14:52.154>not <00:14:52.156>invest <00:14:52.157>so <00:14:52.159>much

00:14:52.160 --> 00:14:54.430 align:start position:0%
<00:14:52.160>clever <00:14:52.276>prompt. <00:14:52.393>Do <00:14:52.510>not <00:14:52.626>invest <00:14:52.743>so <00:14:52.860>much <00:14:52.976>time <00:14:53.093>thinking <00:14:53.209>about <00:14:53.326>your <00:14:53.443>prompts. <00:14:53.560>Think

00:14:54.430 --> 00:14:54.440 align:start position:0%
<00:14:54.430>time <00:14:54.431>thinking <00:14:54.433>about <00:14:54.435>your <00:14:54.437>prompts. <00:14:54.439>Think

00:14:54.440 --> 00:14:57.790 align:start position:0%
<00:14:54.440>time <00:14:54.567>thinking <00:14:54.694>about <00:14:54.821>your <00:14:54.949>prompts. <00:14:55.076>Think <00:14:55.203>about <00:14:55.330>your <00:14:55.458>workflows <00:14:55.585>a <00:14:55.712>lot <00:14:55.840>more.

00:14:57.790 --> 00:14:57.800 align:start position:0%
<00:14:57.790>about <00:14:57.791>your <00:14:57.793>workflows <00:14:57.795>a <00:14:57.797>lot <00:14:57.799>more.

00:14:57.800 --> 00:14:58.950 align:start position:0%
<00:14:57.800>about <00:14:57.947>your <00:14:58.095>workflows <00:14:58.243>a <00:14:58.391>lot <00:14:58.539>more. <00:14:58.687>And <00:14:58.835>uh

00:14:58.950 --> 00:14:58.960 align:start position:0%
<00:14:58.950>And <00:14:58.959>uh

00:14:58.960 --> 00:15:01.070 align:start position:0%
<00:14:58.960>And <00:14:59.087>uh <00:14:59.214>if <00:14:59.341>we <00:14:59.469>look <00:14:59.596>at <00:14:59.723>it <00:14:59.850>um <00:14:59.978>a <00:15:00.105>little <00:15:00.232>bit <00:15:00.360>more

00:15:01.070 --> 00:15:01.080 align:start position:0%
<00:15:01.070>if <00:15:01.071>we <00:15:01.072>look <00:15:01.073>at <00:15:01.074>it <00:15:01.075>um <00:15:01.076>a <00:15:01.077>little <00:15:01.078>bit <00:15:01.079>more

00:15:01.080 --> 00:15:04.870 align:start position:0%
<00:15:01.080>if <00:15:01.167>we <00:15:01.255>look <00:15:01.342>at <00:15:01.430>it <00:15:01.517>um <00:15:01.605>a <00:15:01.692>little <00:15:01.780>bit <00:15:01.867>more <00:15:01.955>deeply, <00:15:02.042>big <00:15:02.130>tasks <00:15:02.217>for <00:15:02.305>agents <00:15:02.392>fail <00:15:02.480>for

00:15:04.870 --> 00:15:04.880 align:start position:0%
<00:15:04.870>deeply, <00:15:04.871>big <00:15:04.873>tasks <00:15:04.874>for <00:15:04.876>agents <00:15:04.877>fail <00:15:04.879>for

00:15:04.880 --> 00:15:07.829 align:start position:0%
<00:15:04.880>deeply, <00:15:04.987>big <00:15:05.095>tasks <00:15:05.203>for <00:15:05.310>agents <00:15:05.418>fail <00:15:05.526>for <00:15:05.633>the <00:15:05.741>same <00:15:05.849>reason <00:15:05.956>big <00:15:06.064>modernization <00:15:06.172>or <00:15:06.280>big

00:15:07.829 --> 00:15:07.839 align:start position:0%
<00:15:07.829>the <00:15:07.830>same <00:15:07.832>reason <00:15:07.833>big <00:15:07.835>modernization <00:15:07.836>or <00:15:07.838>big

00:15:07.839 --> 00:15:11.750 align:start position:0%
<00:15:07.839>the <00:15:07.955>same <00:15:08.072>reason <00:15:08.189>big <00:15:08.305>modernization <00:15:08.422>or <00:15:08.539>big <00:15:08.655>migrations <00:15:08.772>fail. <00:15:08.889>They <00:15:09.005>kind <00:15:09.122>of <00:15:09.239>contain

00:15:11.750 --> 00:15:11.760 align:start position:0%
<00:15:11.750>migrations <00:15:11.751>fail. <00:15:11.753>They <00:15:11.755>kind <00:15:11.757>of <00:15:11.759>contain

00:15:11.760 --> 00:15:13.990 align:start position:0%
<00:15:11.760>migrations <00:15:11.876>fail. <00:15:11.993>They <00:15:12.110>kind <00:15:12.226>of <00:15:12.343>contain <00:15:12.460>too <00:15:12.576>many <00:15:12.693>of <00:15:12.810>pretty <00:15:12.926>much <00:15:13.043>everything, <00:15:13.160>too

00:15:13.990 --> 00:15:14.000 align:start position:0%
<00:15:13.990>too <00:15:13.991>many <00:15:13.993>of <00:15:13.994>pretty <00:15:13.996>much <00:15:13.997>everything, <00:15:13.999>too

00:15:14.000 --> 00:15:16.990 align:start position:0%
<00:15:14.000>too <00:15:14.116>many <00:15:14.233>of <00:15:14.350>pretty <00:15:14.466>much <00:15:14.583>everything, <00:15:14.700>too <00:15:14.816>many <00:15:14.933>unknowns, <00:15:15.050>too <00:15:15.166>many <00:15:15.283>moving <00:15:15.400>parts,

00:15:16.990 --> 00:15:17.000 align:start position:0%
<00:15:16.990>many <00:15:16.991>unknowns, <00:15:16.993>too <00:15:16.995>many <00:15:16.997>moving <00:15:16.999>parts,

00:15:17.000 --> 00:15:21.230 align:start position:0%
<00:15:17.000>many <00:15:17.107>unknowns, <00:15:17.215>too <00:15:17.323>many <00:15:17.430>moving <00:15:17.538>parts, <00:15:17.646>too <00:15:17.753>many <00:15:17.861>changes <00:15:17.969>in <00:15:18.076>general. <00:15:18.184>So, <00:15:18.292>try <00:15:18.400>to

00:15:21.230 --> 00:15:21.240 align:start position:0%
<00:15:21.230>too <00:15:21.231>many <00:15:21.232>changes <00:15:21.233>in <00:15:21.235>general. <00:15:21.236>So, <00:15:21.237>try <00:15:21.239>to

00:15:21.240 --> 00:15:24.630 align:start position:0%
<00:15:21.240>too <00:15:21.347>many <00:15:21.455>changes <00:15:21.563>in <00:15:21.670>general. <00:15:21.778>So, <00:15:21.886>try <00:15:21.993>to <00:15:22.101>not <00:15:22.209>take <00:15:22.316>the <00:15:22.424>big <00:15:22.532>bang <00:15:22.640>approach.

00:15:24.630 --> 00:15:24.640 align:start position:0%
<00:15:24.630>not <00:15:24.631>take <00:15:24.633>the <00:15:24.635>big <00:15:24.637>bang <00:15:24.639>approach.

00:15:24.640 --> 00:15:27.110 align:start position:0%
<00:15:24.640>not <00:15:24.767>take <00:15:24.894>the <00:15:25.021>big <00:15:25.149>bang <00:15:25.276>approach. <00:15:25.403>It <00:15:25.530>is <00:15:25.658>ultimately <00:15:25.785>emotional. <00:15:25.912>It <00:15:26.040>is

00:15:27.110 --> 00:15:27.120 align:start position:0%
<00:15:27.110>It <00:15:27.111>is <00:15:27.113>ultimately <00:15:27.115>emotional. <00:15:27.117>It <00:15:27.119>is

00:15:27.120 --> 00:15:29.030 align:start position:0%
<00:15:27.120>It <00:15:27.275>is <00:15:27.431>ultimately <00:15:27.586>emotional. <00:15:27.742>It <00:15:27.897>is <00:15:28.053>nothing <00:15:28.208>that <00:15:28.364>is <00:15:28.520>helpful.

00:15:29.030 --> 00:15:29.040 align:start position:0%
<00:15:29.030>nothing <00:15:29.033>that <00:15:29.036>is <00:15:29.039>helpful.

00:15:29.040 --> 00:15:31.270 align:start position:0%
<00:15:29.040>nothing <00:15:29.167>that <00:15:29.294>is <00:15:29.421>helpful. <00:15:29.549>Go <00:15:29.676>back <00:15:29.803>to <00:15:29.930>Agile, <00:15:30.058>go <00:15:30.185>back <00:15:30.312>to <00:15:30.439>small

00:15:31.270 --> 00:15:31.280 align:start position:0%
<00:15:31.270>Go <00:15:31.271>back <00:15:31.272>to <00:15:31.273>Agile, <00:15:31.275>go <00:15:31.276>back <00:15:31.277>to <00:15:31.279>small

00:15:31.280 --> 00:15:35.070 align:start position:0%
<00:15:31.280>Go <00:15:31.380>back <00:15:31.480>to <00:15:31.579>Agile, <00:15:31.680>go <00:15:31.780>back <00:15:31.880>to <00:15:31.980>small <00:15:32.079>iterations, <00:15:32.180>make <00:15:32.280>sure <00:15:32.380>that <00:15:32.480>you <00:15:32.579>make <00:15:32.680>all

00:15:35.070 --> 00:15:35.080 align:start position:0%
<00:15:35.070>iterations, <00:15:35.071>make <00:15:35.073>sure <00:15:35.074>that <00:15:35.076>you <00:15:35.077>make <00:15:35.079>all

00:15:35.080 --> 00:15:37.310 align:start position:0%
<00:15:35.080>iterations, <00:15:35.207>make <00:15:35.334>sure <00:15:35.461>that <00:15:35.589>you <00:15:35.716>make <00:15:35.843>all <00:15:35.970>these <00:15:36.098>hidden <00:15:36.225>assumptions <00:15:36.352>disappear <00:15:36.480>by

00:15:37.310 --> 00:15:37.320 align:start position:0%
<00:15:37.310>these <00:15:37.312>hidden <00:15:37.314>assumptions <00:15:37.316>disappear <00:15:37.319>by

00:15:37.320 --> 00:15:41.390 align:start position:0%
<00:15:37.320>these <00:15:37.447>hidden <00:15:37.574>assumptions <00:15:37.701>disappear <00:15:37.829>by <00:15:37.956>making <00:15:38.083>them <00:15:38.210>explicit. <00:15:38.338>Do <00:15:38.465>not <00:15:38.592>start <00:15:38.720>from

00:15:41.390 --> 00:15:41.400 align:start position:0%
<00:15:41.390>making <00:15:41.391>them <00:15:41.393>explicit. <00:15:41.394>Do <00:15:41.396>not <00:15:41.397>start <00:15:41.399>from

00:15:41.400 --> 00:15:44.830 align:start position:0%
<00:15:41.400>making <00:15:41.507>them <00:15:41.615>explicit. <00:15:41.723>Do <00:15:41.830>not <00:15:41.938>start <00:15:42.046>from <00:15:42.153>a <00:15:42.261>clean <00:15:42.369>slate. <00:15:42.476>Do <00:15:42.584>not <00:15:42.692>wipe <00:15:42.800>code.

00:15:44.830 --> 00:15:44.840 align:start position:0%
<00:15:44.830>a <00:15:44.831>clean <00:15:44.833>slate. <00:15:44.834>Do <00:15:44.836>not <00:15:44.837>wipe <00:15:44.839>code.

00:15:44.840 --> 00:15:47.830 align:start position:0%
<00:15:44.840>a <00:15:44.947>clean <00:15:45.055>slate. <00:15:45.163>Do <00:15:45.270>not <00:15:45.378>wipe <00:15:45.486>code. <00:15:45.593>Please. <00:15:45.701>Like, <00:15:45.809>let's <00:15:45.916>all <00:15:46.024>treat <00:15:46.132>this <00:15:46.240>new

00:15:47.830 --> 00:15:47.840 align:start position:0%
<00:15:47.830>Please. <00:15:47.831>Like, <00:15:47.833>let's <00:15:47.834>all <00:15:47.836>treat <00:15:47.837>this <00:15:47.839>new

00:15:47.840 --> 00:15:51.670 align:start position:0%
<00:15:47.840>Please. <00:15:47.980>Like, <00:15:48.120>let's <00:15:48.260>all <00:15:48.400>treat <00:15:48.540>this <00:15:48.680>new <00:15:48.820>world <00:15:48.960>as <00:15:49.100>software <00:15:49.240>engineering.

00:15:51.670 --> 00:15:51.680 align:start position:0%
<00:15:51.670>world <00:15:51.673>as <00:15:51.675>software <00:15:51.679>engineering.

00:15:51.680 --> 00:15:54.150 align:start position:0%
<00:15:51.680>world <00:15:51.807>as <00:15:51.934>software <00:15:52.061>engineering. <00:15:52.189>We <00:15:52.316>just <00:15:52.443>have <00:15:52.570>more <00:15:52.698>tools <00:15:52.825>at <00:15:52.952>our <00:15:53.079>disposal,

00:15:54.150 --> 00:15:54.160 align:start position:0%
<00:15:54.150>We <00:15:54.151>just <00:15:54.152>have <00:15:54.153>more <00:15:54.155>tools <00:15:54.156>at <00:15:54.157>our <00:15:54.159>disposal,

00:15:54.160 --> 00:15:55.990 align:start position:0%
<00:15:54.160>We <00:15:54.242>just <00:15:54.324>have <00:15:54.407>more <00:15:54.489>tools <00:15:54.571>at <00:15:54.654>our <00:15:54.736>disposal, <00:15:54.818>and <00:15:54.901>we <00:15:54.983>all <00:15:55.065>just <00:15:55.148>need <00:15:55.230>to <00:15:55.312>learn <00:15:55.395>how <00:15:55.477>to <00:15:55.560>use

00:15:55.990 --> 00:15:56.000 align:start position:0%
<00:15:55.990>and <00:15:55.991>we <00:15:55.992>all <00:15:55.993>just <00:15:55.994>need <00:15:55.995>to <00:15:55.996>learn <00:15:55.997>how <00:15:55.998>to <00:15:55.999>use

00:15:56.000 --> 00:15:58.110 align:start position:0%
<00:15:56.000>and <00:15:56.140>we <00:15:56.280>all <00:15:56.420>just <00:15:56.560>need <00:15:56.700>to <00:15:56.840>learn <00:15:56.980>how <00:15:57.120>to <00:15:57.260>use <00:15:57.400>them.

00:15:58.110 --> 00:15:58.120 align:start position:0%
them.

00:15:58.120 --> 00:16:00.630 align:start position:0%
<00:15:58.120>them. <00:15:58.400>Decomposition <00:15:58.680>still <00:15:58.960>wins. <00:15:59.240>Like, <00:15:59.520>even

00:16:00.630 --> 00:16:00.640 align:start position:0%
<00:16:00.630>Decomposition <00:16:00.632>still <00:16:00.634>wins. <00:16:00.636>Like, <00:16:00.639>even

00:16:00.640 --> 00:16:03.390 align:start position:0%
<00:16:00.640>Decomposition <00:16:00.780>still <00:16:00.920>wins. <00:16:01.060>Like, <00:16:01.199>even <00:16:01.340>today, <00:16:01.480>even <00:16:01.620>after <00:16:01.760>we've <00:16:01.900>been <00:16:02.040>through

00:16:03.390 --> 00:16:03.400 align:start position:0%
<00:16:03.390>today, <00:16:03.391>even <00:16:03.393>after <00:16:03.395>we've <00:16:03.397>been <00:16:03.399>through

00:16:03.400 --> 00:16:05.830 align:start position:0%
<00:16:03.400>today, <00:16:03.555>even <00:16:03.711>after <00:16:03.866>we've <00:16:04.022>been <00:16:04.177>through <00:16:04.333>monolithic <00:16:04.488>systems <00:16:04.644>decomposed <00:16:04.800>into

00:16:05.830 --> 00:16:05.840 align:start position:0%
<00:16:05.830>monolithic <00:16:05.833>systems <00:16:05.836>decomposed <00:16:05.839>into

00:16:05.840 --> 00:16:07.430 align:start position:0%
<00:16:05.840>monolithic <00:16:06.190>systems <00:16:06.540>decomposed <00:16:06.890>into <00:16:07.240>microservices,

00:16:07.430 --> 00:16:07.440 align:start position:0%
microservices,

00:16:07.440 --> 00:16:10.110 align:start position:0%
<00:16:07.440>microservices, <00:16:07.615>it <00:16:07.790>still <00:16:07.965>wins <00:16:08.140>the <00:16:08.315>game. <00:16:08.490>Even <00:16:08.665>if <00:16:08.840>you

00:16:10.110 --> 00:16:10.120 align:start position:0%
<00:16:10.110>it <00:16:10.111>still <00:16:10.112>wins <00:16:10.113>the <00:16:10.115>game. <00:16:10.116>Even <00:16:10.117>if <00:16:10.119>you

00:16:10.120 --> 00:16:13.270 align:start position:0%
<00:16:10.120>it <00:16:10.220>still <00:16:10.320>wins <00:16:10.420>the <00:16:10.520>game. <00:16:10.620>Even <00:16:10.720>if <00:16:10.820>you <00:16:10.920>decompose <00:16:11.020>your <00:16:11.120>tasks, <00:16:11.220>make <00:16:11.320>sure <00:16:11.420>that <00:16:11.520>you

00:16:13.270 --> 00:16:13.280 align:start position:0%
<00:16:13.270>decompose <00:16:13.271>your <00:16:13.273>tasks, <00:16:13.274>make <00:16:13.276>sure <00:16:13.277>that <00:16:13.279>you

00:16:13.280 --> 00:16:16.270 align:start position:0%
<00:16:13.280>decompose <00:16:13.380>your <00:16:13.480>tasks, <00:16:13.579>make <00:16:13.680>sure <00:16:13.780>that <00:16:13.880>you <00:16:13.980>change <00:16:14.079>one <00:16:14.180>piece <00:16:14.280>at <00:16:14.380>a <00:16:14.480>time <00:16:14.579>and <00:16:14.680>drive

00:16:16.270 --> 00:16:16.280 align:start position:0%
<00:16:16.270>change <00:16:16.271>one <00:16:16.272>piece <00:16:16.273>at <00:16:16.275>a <00:16:16.276>time <00:16:16.277>and <00:16:16.279>drive

00:16:16.280 --> 00:16:19.550 align:start position:0%
<00:16:16.280>change <00:16:16.380>one <00:16:16.480>piece <00:16:16.579>at <00:16:16.680>a <00:16:16.780>time <00:16:16.880>and <00:16:16.980>drive <00:16:17.079>this <00:16:17.180>as <00:16:17.280>a <00:16:17.380>real <00:16:17.480>engineering <00:16:17.579>process <00:16:17.680>from

00:16:19.550 --> 00:16:19.560 align:start position:0%
<00:16:19.550>this <00:16:19.551>as <00:16:19.553>a <00:16:19.554>real <00:16:19.555>engineering <00:16:19.557>process <00:16:19.559>from

00:16:19.560 --> 00:16:22.030 align:start position:0%
<00:16:19.560>this <00:16:19.660>as <00:16:19.760>a <00:16:19.859>real <00:16:19.959>engineering <00:16:20.060>process <00:16:20.160>from <00:16:20.260>the <00:16:20.359>very <00:16:20.459>beginning <00:16:20.560>all <00:16:20.660>the <00:16:20.760>way <00:16:20.859>to <00:16:20.959>the

00:16:22.030 --> 00:16:22.040 align:start position:0%
<00:16:22.030>the <00:16:22.031>very <00:16:22.032>beginning <00:16:22.033>all <00:16:22.035>the <00:16:22.036>way <00:16:22.037>to <00:16:22.039>the

00:16:22.040 --> 00:16:24.270 align:start position:0%
<00:16:22.040>the <00:16:22.133>very <00:16:22.226>beginning <00:16:22.319>all <00:16:22.413>the <00:16:22.506>way <00:16:22.599>to <00:16:22.693>the <00:16:22.786>review. <00:16:22.880>And <00:16:22.973>I <00:16:23.066>know <00:16:23.160>that <00:16:23.253>review <00:16:23.346>is <00:16:23.439>hard

00:16:24.270 --> 00:16:24.280 align:start position:0%
<00:16:24.270>review. <00:16:24.271>And <00:16:24.272>I <00:16:24.273>know <00:16:24.275>that <00:16:24.276>review <00:16:24.277>is <00:16:24.279>hard

00:16:24.280 --> 00:16:26.110 align:start position:0%
<00:16:24.280>review. <00:16:24.380>And <00:16:24.480>I <00:16:24.579>know <00:16:24.680>that <00:16:24.780>review <00:16:24.880>is <00:16:24.980>hard <00:16:25.079>because <00:16:25.180>there's <00:16:25.280>so <00:16:25.380>much <00:16:25.480>to <00:16:25.579>review, <00:16:25.680>but

00:16:26.110 --> 00:16:26.120 align:start position:0%
<00:16:26.110>because <00:16:26.111>there's <00:16:26.113>so <00:16:26.114>much <00:16:26.116>to <00:16:26.117>review, <00:16:26.119>but

00:16:26.120 --> 00:16:28.710 align:start position:0%
<00:16:26.120>because <00:16:26.236>there's <00:16:26.353>so <00:16:26.470>much <00:16:26.586>to <00:16:26.703>review, <00:16:26.820>but <00:16:26.936>still <00:16:27.053>do <00:16:27.170>it. <00:16:27.286>Stick <00:16:27.403>to <00:16:27.520>it.

00:16:28.710 --> 00:16:28.720 align:start position:0%
<00:16:28.710>still <00:16:28.711>do <00:16:28.713>it. <00:16:28.715>Stick <00:16:28.717>to <00:16:28.719>it.

00:16:28.720 --> 00:16:31.790 align:start position:0%
<00:16:28.720>still <00:16:28.836>do <00:16:28.953>it. <00:16:29.070>Stick <00:16:29.186>to <00:16:29.303>it. <00:16:29.420>Your <00:16:29.536>one <00:16:29.653>Monday <00:16:29.770>morning <00:16:29.886>rule, <00:16:30.003>if <00:16:30.120>you

00:16:31.790 --> 00:16:31.800 align:start position:0%
<00:16:31.790>Your <00:16:31.791>one <00:16:31.793>Monday <00:16:31.794>morning <00:16:31.795>rule, <00:16:31.797>if <00:16:31.799>you

00:16:31.800 --> 00:16:34.270 align:start position:0%
<00:16:31.800>Your <00:16:31.900>one <00:16:32.000>Monday <00:16:32.099>morning <00:16:32.199>rule, <00:16:32.300>if <00:16:32.400>you <00:16:32.500>cannot <00:16:32.599>explain <00:16:32.699>what <00:16:32.800>you <00:16:32.900>want <00:16:33.000>an <00:16:33.099>agent <00:16:33.199>to

00:16:34.270 --> 00:16:34.280 align:start position:0%
<00:16:34.270>cannot <00:16:34.271>explain <00:16:34.272>what <00:16:34.273>you <00:16:34.275>want <00:16:34.276>an <00:16:34.277>agent <00:16:34.279>to

00:16:34.280 --> 00:16:38.230 align:start position:0%
<00:16:34.280>cannot <00:16:34.373>explain <00:16:34.466>what <00:16:34.560>you <00:16:34.653>want <00:16:34.746>an <00:16:34.839>agent <00:16:34.933>to <00:16:35.026>do <00:16:35.120>in <00:16:35.213>one <00:16:35.306>sentence, <00:16:35.400>it <00:16:35.493>is <00:16:35.586>too <00:16:35.680>large.

00:16:38.230 --> 00:16:38.240 align:start position:0%
<00:16:38.230>do <00:16:38.231>in <00:16:38.232>one <00:16:38.233>sentence, <00:16:38.235>it <00:16:38.236>is <00:16:38.237>too <00:16:38.239>large.

00:16:38.240 --> 00:16:40.470 align:start position:0%
<00:16:38.240>do <00:16:38.367>in <00:16:38.494>one <00:16:38.621>sentence, <00:16:38.749>it <00:16:38.876>is <00:16:39.003>too <00:16:39.130>large. <00:16:39.258>Make <00:16:39.385>it <00:16:39.512>smaller, <00:16:39.640>please.

00:16:40.470 --> 00:16:40.480 align:start position:0%
<00:16:40.470>Make <00:16:40.473>it <00:16:40.476>smaller, <00:16:40.479>please.

00:16:40.480 --> 00:16:43.590 align:start position:0%
<00:16:40.480>Make <00:16:40.620>it <00:16:40.760>smaller, <00:16:40.900>please. <00:16:41.040>Help <00:16:41.180>these <00:16:41.320>things <00:16:41.460>to <00:16:41.600>be <00:16:41.740>super <00:16:41.880>efficient.

00:16:43.590 --> 00:16:43.600 align:start position:0%
<00:16:43.590>Help <00:16:43.591>these <00:16:43.593>things <00:16:43.594>to <00:16:43.596>be <00:16:43.597>super <00:16:43.599>efficient.

00:16:43.600 --> 00:16:46.350 align:start position:0%
<00:16:43.600>Help <00:16:43.727>these <00:16:43.854>things <00:16:43.981>to <00:16:44.109>be <00:16:44.236>super <00:16:44.363>efficient. <00:16:44.490>Make <00:16:44.618>it <00:16:44.745>safe <00:16:44.872>for <00:16:45.000>delegation.

00:16:46.350 --> 00:16:46.360 align:start position:0%
<00:16:46.350>Make <00:16:46.352>it <00:16:46.354>safe <00:16:46.356>for <00:16:46.359>delegation.

00:16:46.360 --> 00:16:48.870 align:start position:0%
<00:16:46.360>Make <00:16:46.500>it <00:16:46.640>safe <00:16:46.780>for <00:16:46.920>delegation. <00:16:47.060>Use <00:16:47.200>this <00:16:47.340>as <00:16:47.480>your <00:16:47.620>little <00:16:47.760>reminder

00:16:48.870 --> 00:16:48.880 align:start position:0%
<00:16:48.870>Use <00:16:48.871>this <00:16:48.873>as <00:16:48.875>your <00:16:48.877>little <00:16:48.879>reminder

00:16:48.880 --> 00:16:50.590 align:start position:0%
<00:16:48.880>Use <00:16:48.996>this <00:16:49.113>as <00:16:49.230>your <00:16:49.346>little <00:16:49.463>reminder <00:16:49.580>whenever <00:16:49.696>you <00:16:49.813>put <00:16:49.930>yourself <00:16:50.046>in <00:16:50.163>front <00:16:50.280>of

00:16:50.590 --> 00:16:50.600 align:start position:0%
<00:16:50.590>whenever <00:16:50.591>you <00:16:50.593>put <00:16:50.594>yourself <00:16:50.596>in <00:16:50.597>front <00:16:50.599>of

00:16:50.600 --> 00:16:54.790 align:start position:0%
<00:16:50.600>whenever <00:16:50.727>you <00:16:50.854>put <00:16:50.981>yourself <00:16:51.109>in <00:16:51.236>front <00:16:51.363>of <00:16:51.490>one <00:16:51.618>of <00:16:51.745>these <00:16:51.872>coding <00:16:52.000>agents.

00:16:54.800 --> 00:16:57.670 align:start position:0%
<00:16:54.800>Prompts <00:16:55.079>are <00:16:55.359>moments, <00:16:55.640>um, <00:16:55.920>systems <00:16:56.199>do

00:16:57.670 --> 00:16:57.680 align:start position:0%
<00:16:57.670>Prompts <00:16:57.671>are <00:16:57.673>moments, <00:16:57.675>um, <00:16:57.677>systems <00:16:57.679>do

00:16:57.680 --> 00:17:01.030 align:start position:0%
<00:16:57.680>Prompts <00:16:57.796>are <00:16:57.913>moments, <00:16:58.030>um, <00:16:58.146>systems <00:16:58.263>do <00:16:58.380>compound, <00:16:58.496>right? <00:16:58.613>They <00:16:58.729>need <00:16:58.846>just <00:16:58.963>way <00:16:59.079>more

00:17:01.030 --> 00:17:01.040 align:start position:0%
<00:17:01.030>compound, <00:17:01.031>right? <00:17:01.033>They <00:17:01.034>need <00:17:01.036>just <00:17:01.037>way <00:17:01.039>more

00:17:01.040 --> 00:17:04.429 align:start position:0%
<00:17:01.040>compound, <00:17:01.147>right? <00:17:01.255>They <00:17:01.363>need <00:17:01.470>just <00:17:01.578>way <00:17:01.686>more <00:17:01.793>details <00:17:01.901>and <00:17:02.009>way <00:17:02.116>more <00:17:02.224>moving <00:17:02.332>pieces <00:17:02.439>that

00:17:04.429 --> 00:17:04.439 align:start position:0%
<00:17:04.429>details <00:17:04.430>and <00:17:04.432>way <00:17:04.433>more <00:17:04.435>moving <00:17:04.436>pieces <00:17:04.438>that

00:17:04.439 --> 00:17:06.550 align:start position:0%
<00:17:04.439>details <00:17:04.539>and <00:17:04.639>way <00:17:04.739>more <00:17:04.839>moving <00:17:04.939>pieces <00:17:05.039>that <00:17:05.139>need <00:17:05.239>to <00:17:05.339>be <00:17:05.439>controlled. <00:17:05.539>And <00:17:05.639>I <00:17:05.739>think <00:17:05.839>this

00:17:06.550 --> 00:17:06.560 align:start position:0%
<00:17:06.550>need <00:17:06.551>to <00:17:06.552>be <00:17:06.553>controlled. <00:17:06.555>And <00:17:06.556>I <00:17:06.557>think <00:17:06.559>this

00:17:06.560 --> 00:17:07.510 align:start position:0%
<00:17:06.560>need <00:17:06.666>to <00:17:06.773>be <00:17:06.880>controlled. <00:17:06.987>And <00:17:07.094>I <00:17:07.201>think <00:17:07.308>this <00:17:07.415>is

00:17:07.510 --> 00:17:07.520 align:start position:0%
is

00:17:07.520 --> 00:17:10.990 align:start position:0%
<00:17:07.520>is <00:17:07.694>exactly <00:17:07.869>what <00:17:08.045>I'm <00:17:08.220>asking <00:17:08.395>you <00:17:08.569>all <00:17:08.744>to <00:17:08.920>do.

00:17:10.990 --> 00:17:11.000 align:start position:0%
<00:17:10.990>exactly <00:17:10.991>what <00:17:10.992>I'm <00:17:10.993>asking <00:17:10.995>you <00:17:10.996>all <00:17:10.997>to <00:17:10.999>do.

00:17:11.000 --> 00:17:13.150 align:start position:0%
<00:17:11.000>exactly <00:17:11.107>what <00:17:11.215>I'm <00:17:11.323>asking <00:17:11.430>you <00:17:11.538>all <00:17:11.646>to <00:17:11.753>do. <00:17:11.861>Think <00:17:11.969>about <00:17:12.076>your <00:17:12.184>workflows. <00:17:12.292>Don't <00:17:12.400>think

00:17:13.150 --> 00:17:13.160 align:start position:0%
<00:17:13.150>Think <00:17:13.151>about <00:17:13.153>your <00:17:13.155>workflows. <00:17:13.157>Don't <00:17:13.159>think

00:17:13.160 --> 00:17:16.150 align:start position:0%
<00:17:13.160>Think <00:17:13.300>about <00:17:13.440>your <00:17:13.580>workflows. <00:17:13.720>Don't <00:17:13.860>think <00:17:14.000>about <00:17:14.140>prompting <00:17:14.280>and <00:17:14.420>changing <00:17:14.560>pieces.

00:17:16.150 --> 00:17:16.160 align:start position:0%
<00:17:16.150>about <00:17:16.152>prompting <00:17:16.154>and <00:17:16.156>changing <00:17:16.159>pieces.

00:17:16.160 --> 00:17:19.270 align:start position:0%
<00:17:16.160>about <00:17:16.300>prompting <00:17:16.440>and <00:17:16.580>changing <00:17:16.720>pieces. <00:17:16.860>Think <00:17:17.000>about <00:17:17.140>a <00:17:17.280>cohesive <00:17:17.420>end-to-end <00:17:17.560>change

00:17:19.270 --> 00:17:19.280 align:start position:0%
<00:17:19.270>Think <00:17:19.271>about <00:17:19.273>a <00:17:19.275>cohesive <00:17:19.277>end-to-end <00:17:19.279>change

00:17:19.280 --> 00:17:21.230 align:start position:0%
<00:17:19.280>Think <00:17:19.420>about <00:17:19.560>a <00:17:19.700>cohesive <00:17:19.839>end-to-end <00:17:19.980>change <00:17:20.119>workflow <00:17:20.260>in <00:17:20.399>your <00:17:20.540>systems <00:17:20.680>throughout

00:17:21.230 --> 00:17:21.240 align:start position:0%
<00:17:21.230>workflow <00:17:21.232>in <00:17:21.234>your <00:17:21.236>systems <00:17:21.239>throughout

00:17:21.240 --> 00:17:23.470 align:start position:0%
<00:17:21.240>workflow <00:17:21.520>in <00:17:21.800>your <00:17:22.079>systems <00:17:22.359>throughout <00:17:22.640>these

00:17:23.470 --> 00:17:23.480 align:start position:0%
these

00:17:23.480 --> 00:17:26.429 align:start position:0%
<00:17:23.480>these <00:17:23.680>throughout <00:17:23.880>these <00:17:24.079>new <00:17:24.280>tools. <00:17:24.480>And <00:17:24.680>I'm <00:17:24.880>I'm

00:17:26.429 --> 00:17:26.439 align:start position:0%
<00:17:26.429>throughout <00:17:26.430>these <00:17:26.432>new <00:17:26.433>tools. <00:17:26.435>And <00:17:26.436>I'm <00:17:26.438>I'm

00:17:26.439 --> 00:17:28.510 align:start position:0%
<00:17:26.439>throughout <00:17:26.546>these <00:17:26.654>new <00:17:26.762>tools. <00:17:26.869>And <00:17:26.977>I'm <00:17:27.085>I'm <00:17:27.192>almost <00:17:27.300>thinking <00:17:27.408>about <00:17:27.515>it <00:17:27.623>as <00:17:27.731>an <00:17:27.839>operating

00:17:28.510 --> 00:17:28.520 align:start position:0%
<00:17:28.510>almost <00:17:28.511>thinking <00:17:28.512>about <00:17:28.514>it <00:17:28.516>as <00:17:28.517>an <00:17:28.519>operating

00:17:28.520 --> 00:17:29.830 align:start position:0%
<00:17:28.520>almost <00:17:28.688>thinking <00:17:28.856>about <00:17:29.025>it <00:17:29.193>as <00:17:29.362>an <00:17:29.530>operating <00:17:29.698>system.

00:17:29.830 --> 00:17:29.840 align:start position:0%
system.

00:17:29.840 --> 00:17:31.230 align:start position:0%
<00:17:29.840>system. <00:17:30.090>Instead <00:17:30.340>of <00:17:30.590>having <00:17:30.840>one <00:17:31.091>clever

00:17:31.230 --> 00:17:31.240 align:start position:0%
<00:17:31.230>Instead <00:17:31.232>of <00:17:31.234>having <00:17:31.236>one <00:17:31.239>clever

00:17:31.240 --> 00:17:33.430 align:start position:0%
<00:17:31.240>Instead <00:17:31.380>of <00:17:31.520>having <00:17:31.660>one <00:17:31.800>clever <00:17:31.940>conversation <00:17:32.080>in <00:17:32.220>an <00:17:32.360>endless <00:17:32.500>long <00:17:32.640>tasks

00:17:33.430 --> 00:17:33.440 align:start position:0%
<00:17:33.430>conversation <00:17:33.431>in <00:17:33.433>an <00:17:33.435>endless <00:17:33.437>long <00:17:33.439>tasks

00:17:33.440 --> 00:17:36.030 align:start position:0%
<00:17:33.440>conversation <00:17:33.567>in <00:17:33.694>an <00:17:33.821>endless <00:17:33.949>long <00:17:34.076>tasks <00:17:34.203>that <00:17:34.330>actually <00:17:34.458>does <00:17:34.585>not <00:17:34.712>profit <00:17:34.840>anybody

00:17:36.030 --> 00:17:36.040 align:start position:0%
<00:17:36.030>that <00:17:36.031>actually <00:17:36.033>does <00:17:36.035>not <00:17:36.037>profit <00:17:36.039>anybody

00:17:36.040 --> 00:17:38.430 align:start position:0%
<00:17:36.040>that <00:17:36.180>actually <00:17:36.320>does <00:17:36.460>not <00:17:36.600>profit <00:17:36.740>anybody <00:17:36.879>except <00:17:37.020>all <00:17:37.159>the <00:17:37.300>token <00:17:37.440>providers,

00:17:38.430 --> 00:17:38.440 align:start position:0%
<00:17:38.430>except <00:17:38.432>all <00:17:38.434>the <00:17:38.436>token <00:17:38.439>providers,

00:17:38.440 --> 00:17:39.830 align:start position:0%
<00:17:38.440>except <00:17:38.553>all <00:17:38.667>the <00:17:38.781>token <00:17:38.894>providers, <00:17:39.008>make <00:17:39.122>sure <00:17:39.236>to <00:17:39.349>treat <00:17:39.463>this <00:17:39.577>as <00:17:39.691>an

00:17:39.830 --> 00:17:39.840 align:start position:0%
<00:17:39.830>make <00:17:39.831>sure <00:17:39.832>to <00:17:39.834>treat <00:17:39.836>this <00:17:39.837>as <00:17:39.839>an

00:17:39.840 --> 00:17:43.070 align:start position:0%
<00:17:39.840>make <00:17:39.956>sure <00:17:40.073>to <00:17:40.189>treat <00:17:40.306>this <00:17:40.423>as <00:17:40.540>an <00:17:40.656>opportunity <00:17:40.773>to <00:17:40.889>break <00:17:41.006>your <00:17:41.123>workflows <00:17:41.240>down

00:17:43.070 --> 00:17:43.080 align:start position:0%
<00:17:43.070>opportunity <00:17:43.071>to <00:17:43.073>break <00:17:43.075>your <00:17:43.077>workflows <00:17:43.079>down

00:17:43.080 --> 00:17:45.270 align:start position:0%
<00:17:43.080>opportunity <00:17:43.196>to <00:17:43.313>break <00:17:43.429>your <00:17:43.546>workflows <00:17:43.663>down <00:17:43.780>into <00:17:43.896>the <00:17:44.013>rules, <00:17:44.129>into <00:17:44.246>the <00:17:44.363>skills, <00:17:44.480>into

00:17:45.270 --> 00:17:45.280 align:start position:0%
<00:17:45.270>into <00:17:45.271>the <00:17:45.273>rules, <00:17:45.274>into <00:17:45.276>the <00:17:45.277>skills, <00:17:45.279>into

00:17:45.280 --> 00:17:47.710 align:start position:0%
<00:17:45.280>into <00:17:45.420>the <00:17:45.560>rules, <00:17:45.700>into <00:17:45.840>the <00:17:45.980>skills, <00:17:46.120>into <00:17:46.260>the <00:17:46.399>architecture <00:17:46.540>decision <00:17:46.680>decision

00:17:47.710 --> 00:17:47.720 align:start position:0%
<00:17:47.710>the <00:17:47.713>architecture <00:17:47.716>decision <00:17:47.719>decision

00:17:47.720 --> 00:17:50.790 align:start position:0%
<00:17:47.720>the <00:17:47.875>architecture <00:17:48.031>decision <00:17:48.186>decision <00:17:48.342>records <00:17:48.497>like <00:17:48.653>markdown <00:17:48.808>files <00:17:48.964>that <00:17:49.120>can

00:17:50.790 --> 00:17:50.800 align:start position:0%
<00:17:50.790>records <00:17:50.791>like <00:17:50.793>markdown <00:17:50.795>files <00:17:50.797>that <00:17:50.799>can

00:17:50.800 --> 00:17:54.150 align:start position:0%
<00:17:50.800>records <00:17:50.927>like <00:17:51.054>markdown <00:17:51.181>files <00:17:51.309>that <00:17:51.436>can <00:17:51.563>grow <00:17:51.690>and <00:17:51.818>live <00:17:51.945>with <00:17:52.072>your <00:17:52.200>project.

00:17:54.150 --> 00:17:54.160 align:start position:0%
<00:17:54.150>grow <00:17:54.151>and <00:17:54.153>live <00:17:54.155>with <00:17:54.157>your <00:17:54.159>project.

00:17:54.160 --> 00:17:57.190 align:start position:0%
<00:17:54.160>grow <00:17:54.300>and <00:17:54.440>live <00:17:54.580>with <00:17:54.720>your <00:17:54.860>project. <00:17:55.000>Architecture <00:17:55.140>has <00:17:55.280>to <00:17:55.420>become <00:17:55.560>explicit.

00:17:57.190 --> 00:17:57.200 align:start position:0%
<00:17:57.190>Architecture <00:17:57.192>has <00:17:57.194>to <00:17:57.196>become <00:17:57.199>explicit.

00:17:57.200 --> 00:18:01.230 align:start position:0%
<00:17:57.200>Architecture <00:17:57.327>has <00:17:57.454>to <00:17:57.581>become <00:17:57.709>explicit. <00:17:57.836>This <00:17:57.963>is <00:17:58.090>ultimately <00:17:58.218>what <00:17:58.345>needs <00:17:58.472>to <00:17:58.600>happen.

00:18:01.230 --> 00:18:01.240 align:start position:0%
<00:18:01.230>This <00:18:01.231>is <00:18:01.233>ultimately <00:18:01.234>what <00:18:01.236>needs <00:18:01.237>to <00:18:01.239>happen.

00:18:01.240 --> 00:18:04.110 align:start position:0%
<00:18:01.240>This <00:18:01.333>is <00:18:01.426>ultimately <00:18:01.520>what <00:18:01.613>needs <00:18:01.706>to <00:18:01.800>happen. <00:18:01.893>ADRs <00:18:01.986>are <00:18:02.080>one <00:18:02.173>of <00:18:02.266>my <00:18:02.360>favorite <00:18:02.453>way <00:18:02.546>to <00:18:02.640>do

00:18:04.110 --> 00:18:04.120 align:start position:0%
<00:18:04.110>ADRs <00:18:04.111>are <00:18:04.112>one <00:18:04.113>of <00:18:04.114>my <00:18:04.115>favorite <00:18:04.116>way <00:18:04.117>to <00:18:04.119>do

00:18:04.120 --> 00:18:08.830 align:start position:0%
<00:18:04.120>ADRs <00:18:04.213>are <00:18:04.306>one <00:18:04.399>of <00:18:04.493>my <00:18:04.586>favorite <00:18:04.679>way <00:18:04.773>to <00:18:04.866>do <00:18:04.959>this. <00:18:05.053>I <00:18:05.146>really <00:18:05.239>love <00:18:05.333>how <00:18:05.426>you <00:18:05.520>can

00:18:08.830 --> 00:18:08.840 align:start position:0%
<00:18:08.830>this. <00:18:08.831>I <00:18:08.832>really <00:18:08.834>love <00:18:08.836>how <00:18:08.837>you <00:18:08.839>can

00:18:08.840 --> 00:18:12.390 align:start position:0%
<00:18:08.840>this. <00:18:08.967>I <00:18:09.094>really <00:18:09.221>love <00:18:09.349>how <00:18:09.476>you <00:18:09.603>can <00:18:09.730>formalize <00:18:09.858>writing <00:18:09.985>down <00:18:10.112>the <00:18:10.240>why.

00:18:12.390 --> 00:18:12.400 align:start position:0%
<00:18:12.390>formalize <00:18:12.392>writing <00:18:12.394>down <00:18:12.396>the <00:18:12.399>why.

00:18:12.400 --> 00:18:13.270 align:start position:0%
<00:18:12.400>formalize <00:18:12.556>writing <00:18:12.713>down <00:18:12.869>the <00:18:13.026>why. <00:18:13.183>And

00:18:13.270 --> 00:18:13.280 align:start position:0%
And

00:18:13.280 --> 00:18:15.590 align:start position:0%
<00:18:13.280>And <00:18:13.455>I'm <00:18:13.629>not <00:18:13.805>saying <00:18:13.980>this <00:18:14.155>is <00:18:14.330>the <00:18:14.504>holy <00:18:14.680>grail.

00:18:15.590 --> 00:18:15.600 align:start position:0%
<00:18:15.590>I'm <00:18:15.591>not <00:18:15.592>saying <00:18:15.593>this <00:18:15.595>is <00:18:15.596>the <00:18:15.597>holy <00:18:15.599>grail.

00:18:15.600 --> 00:18:17.950 align:start position:0%
<00:18:15.600>I'm <00:18:15.693>not <00:18:15.786>saying <00:18:15.879>this <00:18:15.973>is <00:18:16.066>the <00:18:16.159>holy <00:18:16.253>grail. <00:18:16.346>I'm <00:18:16.439>just <00:18:16.533>saying <00:18:16.626>this <00:18:16.719>can <00:18:16.813>be <00:18:16.906>a <00:18:17.000>viable

00:18:17.950 --> 00:18:17.960 align:start position:0%
<00:18:17.950>I'm <00:18:17.951>just <00:18:17.952>saying <00:18:17.953>this <00:18:17.955>can <00:18:17.956>be <00:18:17.957>a <00:18:17.959>viable

00:18:17.960 --> 00:18:20.110 align:start position:0%
<00:18:17.960>I'm <00:18:18.076>just <00:18:18.193>saying <00:18:18.310>this <00:18:18.426>can <00:18:18.543>be <00:18:18.660>a <00:18:18.776>viable <00:18:18.893>way. <00:18:19.010>Marcus, <00:18:19.126>what <00:18:19.243>about <00:18:19.360>spec-driven

00:18:20.110 --> 00:18:20.120 align:start position:0%
<00:18:20.110>way. <00:18:20.112>Marcus, <00:18:20.114>what <00:18:20.116>about <00:18:20.119>spec-driven

00:18:20.120 --> 00:18:22.350 align:start position:0%
<00:18:20.120>way. <00:18:20.399>Marcus, <00:18:20.679>what <00:18:20.959>about <00:18:21.239>spec-driven <00:18:21.520>development?

00:18:22.350 --> 00:18:22.360 align:start position:0%
development?

00:18:22.360 --> 00:18:24.790 align:start position:0%
<00:18:22.360>development? <00:18:22.639>That <00:18:22.919>is <00:18:23.199>another <00:18:23.479>viable <00:18:23.760>way.

00:18:24.790 --> 00:18:24.800 align:start position:0%
<00:18:24.790>That <00:18:24.792>is <00:18:24.794>another <00:18:24.796>viable <00:18:24.799>way.

00:18:24.800 --> 00:18:26.710 align:start position:0%
<00:18:24.800>That <00:18:24.916>is <00:18:25.033>another <00:18:25.149>viable <00:18:25.266>way. <00:18:25.383>You <00:18:25.500>need <00:18:25.616>to <00:18:25.733>pick <00:18:25.850>your <00:18:25.966>weapons. <00:18:26.083>We're <00:18:26.200>all

00:18:26.710 --> 00:18:26.720 align:start position:0%
<00:18:26.710>You <00:18:26.711>need <00:18:26.712>to <00:18:26.713>pick <00:18:26.715>your <00:18:26.716>weapons. <00:18:26.717>We're <00:18:26.719>all

00:18:26.720 --> 00:18:28.990 align:start position:0%
<00:18:26.720>You <00:18:26.836>need <00:18:26.953>to <00:18:27.070>pick <00:18:27.186>your <00:18:27.303>weapons. <00:18:27.420>We're <00:18:27.536>all <00:18:27.653>experimenting <00:18:27.770>and <00:18:27.886>some <00:18:28.003>things <00:18:28.120>work

00:18:28.990 --> 00:18:29.000 align:start position:0%
<00:18:28.990>experimenting <00:18:28.992>and <00:18:28.994>some <00:18:28.996>things <00:18:28.999>work

00:18:29.000 --> 00:18:30.910 align:start position:0%
<00:18:29.000>experimenting <00:18:29.116>and <00:18:29.233>some <00:18:29.350>things <00:18:29.466>work <00:18:29.583>better <00:18:29.700>the <00:18:29.816>one <00:18:29.933>way <00:18:30.050>and <00:18:30.166>the <00:18:30.283>other <00:18:30.400>way,

00:18:30.910 --> 00:18:30.920 align:start position:0%
<00:18:30.910>better <00:18:30.911>the <00:18:30.912>one <00:18:30.913>way <00:18:30.915>and <00:18:30.916>the <00:18:30.917>other <00:18:30.919>way,

00:18:30.920 --> 00:18:33.710 align:start position:0%
<00:18:30.920>better <00:18:31.027>the <00:18:31.135>one <00:18:31.243>way <00:18:31.350>and <00:18:31.458>the <00:18:31.566>other <00:18:31.673>way, <00:18:31.781>right? <00:18:31.889>Not <00:18:31.996>all <00:18:32.104>context <00:18:32.212>ultimately <00:18:32.320>helps

00:18:33.710 --> 00:18:33.720 align:start position:0%
<00:18:33.710>right? <00:18:33.711>Not <00:18:33.713>all <00:18:33.715>context <00:18:33.717>ultimately <00:18:33.719>helps

00:18:33.720 --> 00:18:35.070 align:start position:0%
<00:18:33.720>right? <00:18:33.893>Not <00:18:34.067>all <00:18:34.240>context <00:18:34.414>ultimately <00:18:34.587>helps <00:18:34.761>an <00:18:34.935>agent.

00:18:35.070 --> 00:18:35.080 align:start position:0%
<00:18:35.070>an <00:18:35.079>agent.

00:18:35.080 --> 00:18:36.950 align:start position:0%
<00:18:35.080>an <00:18:35.254>agent. <00:18:35.429>Your <00:18:35.605>context <00:18:35.780>window <00:18:35.955>is <00:18:36.129>limited. <00:18:36.304>You <00:18:36.480>need

00:18:36.950 --> 00:18:36.960 align:start position:0%
<00:18:36.950>Your <00:18:36.951>context <00:18:36.953>window <00:18:36.954>is <00:18:36.956>limited. <00:18:36.957>You <00:18:36.959>need

00:18:36.960 --> 00:18:39.470 align:start position:0%
<00:18:36.960>Your <00:18:37.067>context <00:18:37.175>window <00:18:37.283>is <00:18:37.390>limited. <00:18:37.498>You <00:18:37.606>need <00:18:37.713>to <00:18:37.821>make <00:18:37.929>sure <00:18:38.036>that <00:18:38.144>you're <00:18:38.252>not <00:18:38.360>just

00:18:39.470 --> 00:18:39.480 align:start position:0%
<00:18:39.470>to <00:18:39.471>make <00:18:39.473>sure <00:18:39.474>that <00:18:39.476>you're <00:18:39.477>not <00:18:39.479>just

00:18:39.480 --> 00:18:41.990 align:start position:0%
<00:18:39.480>to <00:18:39.596>make <00:18:39.713>sure <00:18:39.830>that <00:18:39.946>you're <00:18:40.063>not <00:18:40.180>just <00:18:40.296>dumping <00:18:40.413>your <00:18:40.530>Obsidian <00:18:40.646>and <00:18:40.763>wiki <00:18:40.880>notes

00:18:41.990 --> 00:18:42.000 align:start position:0%
<00:18:41.990>dumping <00:18:41.991>your <00:18:41.993>Obsidian <00:18:41.995>and <00:18:41.997>wiki <00:18:41.999>notes

00:18:42.000 --> 00:18:44.070 align:start position:0%
<00:18:42.000>dumping <00:18:42.127>your <00:18:42.254>Obsidian <00:18:42.381>and <00:18:42.509>wiki <00:18:42.636>notes <00:18:42.763>into <00:18:42.890>every <00:18:43.018>single <00:18:43.145>1 <00:18:43.272>million <00:18:43.400>context

00:18:44.070 --> 00:18:44.080 align:start position:0%
<00:18:44.070>into <00:18:44.071>every <00:18:44.073>single <00:18:44.075>1 <00:18:44.077>million <00:18:44.079>context

00:18:44.080 --> 00:18:47.150 align:start position:0%
<00:18:44.080>into <00:18:44.196>every <00:18:44.313>single <00:18:44.429>1 <00:18:44.546>million <00:18:44.663>context <00:18:44.780>window. <00:18:44.896>Keep <00:18:45.013>your <00:18:45.129>agents <00:18:45.246>focused <00:18:45.363>as <00:18:45.480>much

00:18:47.150 --> 00:18:47.160 align:start position:0%
<00:18:47.150>window. <00:18:47.151>Keep <00:18:47.153>your <00:18:47.154>agents <00:18:47.156>focused <00:18:47.157>as <00:18:47.159>much

00:18:47.160 --> 00:18:51.670 align:start position:0%
<00:18:47.160>window. <00:18:47.315>Keep <00:18:47.471>your <00:18:47.626>agents <00:18:47.782>focused <00:18:47.937>as <00:18:48.093>much <00:18:48.248>as <00:18:48.404>you <00:18:48.560>can.

00:18:51.680 --> 00:18:55.790 align:start position:0%
<00:18:51.680>I <00:18:51.960>like <00:18:52.240>compressing <00:18:52.520>my <00:18:52.800>context <00:18:53.080>really

00:18:55.790 --> 00:18:55.800 align:start position:0%
<00:18:55.790>I <00:18:55.791>like <00:18:55.793>compressing <00:18:55.795>my <00:18:55.797>context <00:18:55.799>really

00:18:55.800 --> 00:18:58.750 align:start position:0%
<00:18:55.800>I <00:18:55.916>like <00:18:56.033>compressing <00:18:56.149>my <00:18:56.266>context <00:18:56.383>really <00:18:56.500>very <00:18:56.616>focused <00:18:56.733>on <00:18:56.850>what <00:18:56.966>needs <00:18:57.083>to <00:18:57.200>change.

00:18:58.750 --> 00:18:58.760 align:start position:0%
<00:18:58.750>very <00:18:58.751>focused <00:18:58.753>on <00:18:58.754>what <00:18:58.756>needs <00:18:58.757>to <00:18:58.759>change.

00:18:58.760 --> 00:19:02.150 align:start position:0%
<00:18:58.760>very <00:18:58.867>focused <00:18:58.975>on <00:18:59.083>what <00:18:59.190>needs <00:18:59.298>to <00:18:59.406>change. <00:18:59.513>Really <00:18:59.621>having <00:18:59.729>that <00:18:59.836>front <00:18:59.944>and <00:19:00.052>center. <00:19:00.160>And

00:19:02.150 --> 00:19:02.160 align:start position:0%
<00:19:02.150>Really <00:19:02.151>having <00:19:02.153>that <00:19:02.154>front <00:19:02.156>and <00:19:02.157>center. <00:19:02.159>And

00:19:02.160 --> 00:19:04.310 align:start position:0%
<00:19:02.160>Really <00:19:02.276>having <00:19:02.393>that <00:19:02.510>front <00:19:02.626>and <00:19:02.743>center. <00:19:02.860>And <00:19:02.976>I'm <00:19:03.093>also <00:19:03.210>arranging <00:19:03.326>my <00:19:03.443>tasks <00:19:03.560>around

00:19:04.310 --> 00:19:04.320 align:start position:0%
<00:19:04.310>I'm <00:19:04.311>also <00:19:04.313>arranging <00:19:04.315>my <00:19:04.317>tasks <00:19:04.319>around

00:19:04.320 --> 00:19:07.470 align:start position:0%
<00:19:04.320>I'm <00:19:04.460>also <00:19:04.600>arranging <00:19:04.740>my <00:19:04.879>tasks <00:19:05.020>around <00:19:05.159>exactly <00:19:05.300>that <00:19:05.439>kind <00:19:05.580>of <00:19:05.720>approach.

00:19:07.470 --> 00:19:07.480 align:start position:0%
<00:19:07.470>exactly <00:19:07.472>that <00:19:07.474>kind <00:19:07.476>of <00:19:07.479>approach.

00:19:07.480 --> 00:19:09.510 align:start position:0%
<00:19:07.480>exactly <00:19:07.596>that <00:19:07.713>kind <00:19:07.830>of <00:19:07.946>approach. <00:19:08.063>What <00:19:08.180>does <00:19:08.296>not <00:19:08.413>need <00:19:08.530>to <00:19:08.646>break? <00:19:08.763>What <00:19:08.880>must

00:19:09.510 --> 00:19:09.520 align:start position:0%
<00:19:09.510>What <00:19:09.511>does <00:19:09.512>not <00:19:09.513>need <00:19:09.515>to <00:19:09.516>break? <00:19:09.517>What <00:19:09.519>must

00:19:09.520 --> 00:19:11.630 align:start position:0%
<00:19:09.520>What <00:19:09.660>does <00:19:09.800>not <00:19:09.940>need <00:19:10.080>to <00:19:10.220>break? <00:19:10.360>What <00:19:10.500>must <00:19:10.639>never <00:19:10.780>break? <00:19:10.920>And

00:19:11.630 --> 00:19:11.640 align:start position:0%
<00:19:11.630>never <00:19:11.634>break? <00:19:11.639>And

00:19:11.640 --> 00:19:14.550 align:start position:0%
<00:19:11.640>never <00:19:11.840>break? <00:19:12.040>And <00:19:12.240>all <00:19:12.440>the <00:19:12.640>trade-offs <00:19:12.840>that <00:19:13.040>I'm

00:19:14.550 --> 00:19:14.560 align:start position:0%
<00:19:14.550>all <00:19:14.552>the <00:19:14.554>trade-offs <00:19:14.556>that <00:19:14.559>I'm

00:19:14.560 --> 00:19:18.150 align:start position:0%
<00:19:14.560>all <00:19:14.735>the <00:19:14.909>trade-offs <00:19:15.085>that <00:19:15.260>I'm <00:19:15.435>willing <00:19:15.610>to <00:19:15.784>make <00:19:15.960>ultimately.

00:19:18.150 --> 00:19:18.160 align:start position:0%
<00:19:18.150>willing <00:19:18.153>to <00:19:18.156>make <00:19:18.159>ultimately.

00:19:18.160 --> 00:19:20.390 align:start position:0%
<00:19:18.160>willing <00:19:18.315>to <00:19:18.471>make <00:19:18.626>ultimately. <00:19:18.782>Standards, <00:19:18.937>just <00:19:19.093>a <00:19:19.248>brief <00:19:19.404>mention. <00:19:19.560>Um,

00:19:20.390 --> 00:19:20.400 align:start position:0%
<00:19:20.390>Standards, <00:19:20.391>just <00:19:20.393>a <00:19:20.395>brief <00:19:20.397>mention. <00:19:20.399>Um,

00:19:20.400 --> 00:19:22.430 align:start position:0%
<00:19:20.400>Standards, <00:19:20.540>just <00:19:20.680>a <00:19:20.820>brief <00:19:20.960>mention. <00:19:21.100>Um, <00:19:21.240>Java <00:19:21.380>developers <00:19:21.520>in <00:19:21.660>particularly, <00:19:21.800>they

00:19:22.430 --> 00:19:22.440 align:start position:0%
<00:19:22.430>Java <00:19:22.432>developers <00:19:22.434>in <00:19:22.436>particularly, <00:19:22.439>they

00:19:22.440 --> 00:19:25.070 align:start position:0%
<00:19:22.440>Java <00:19:22.580>developers <00:19:22.720>in <00:19:22.860>particularly, <00:19:23.000>they <00:19:23.140>hate <00:19:23.280>standards <00:19:23.420>and <00:19:23.560>love <00:19:23.700>them <00:19:23.840>because

00:19:25.070 --> 00:19:25.080 align:start position:0%
<00:19:25.070>hate <00:19:25.071>standards <00:19:25.073>and <00:19:25.075>love <00:19:25.077>them <00:19:25.079>because

00:19:25.080 --> 00:19:27.230 align:start position:0%
<00:19:25.080>hate <00:19:25.196>standards <00:19:25.313>and <00:19:25.429>love <00:19:25.546>them <00:19:25.663>because <00:19:25.780>standards, <00:19:25.896>I <00:19:26.013>mean, <00:19:26.129>it <00:19:26.246>sounds <00:19:26.363>like <00:19:26.480>an

00:19:27.230 --> 00:19:27.240 align:start position:0%
<00:19:27.230>standards, <00:19:27.231>I <00:19:27.233>mean, <00:19:27.234>it <00:19:27.236>sounds <00:19:27.237>like <00:19:27.239>an

00:19:27.240 --> 00:19:29.350 align:start position:0%
<00:19:27.240>standards, <00:19:27.356>I <00:19:27.473>mean, <00:19:27.590>it <00:19:27.706>sounds <00:19:27.823>like <00:19:27.940>an <00:19:28.056>outdated <00:19:28.173>kind <00:19:28.290>of <00:19:28.406>construct, <00:19:28.523>right? <00:19:28.640>Even

00:19:29.350 --> 00:19:29.360 align:start position:0%
<00:19:29.350>outdated <00:19:29.351>kind <00:19:29.353>of <00:19:29.355>construct, <00:19:29.357>right? <00:19:29.359>Even

00:19:29.360 --> 00:19:32.030 align:start position:0%
<00:19:29.360>outdated <00:19:29.459>kind <00:19:29.560>of <00:19:29.659>construct, <00:19:29.760>right? <00:19:29.860>Even <00:19:29.959>in <00:19:30.060>the <00:19:30.159>times <00:19:30.260>of <00:19:30.360>where <00:19:30.459>code <00:19:30.560>is <00:19:30.659>cheap. <00:19:30.760>But

00:19:32.030 --> 00:19:32.040 align:start position:0%
<00:19:32.030>in <00:19:32.031>the <00:19:32.032>times <00:19:32.033>of <00:19:32.034>where <00:19:32.035>code <00:19:32.036>is <00:19:32.037>cheap. <00:19:32.039>But

00:19:32.040 --> 00:19:34.270 align:start position:0%
<00:19:32.040>in <00:19:32.133>the <00:19:32.226>times <00:19:32.320>of <00:19:32.413>where <00:19:32.506>code <00:19:32.600>is <00:19:32.693>cheap. <00:19:32.786>But <00:19:32.879>ultimately, <00:19:32.973>this <00:19:33.066>also <00:19:33.159>makes <00:19:33.253>up <00:19:33.346>for <00:19:33.440>great

00:19:34.270 --> 00:19:34.280 align:start position:0%
<00:19:34.270>ultimately, <00:19:34.271>this <00:19:34.273>also <00:19:34.274>makes <00:19:34.276>up <00:19:34.277>for <00:19:34.279>great

00:19:34.280 --> 00:19:37.230 align:start position:0%
<00:19:34.280>ultimately, <00:19:34.387>this <00:19:34.495>also <00:19:34.603>makes <00:19:34.710>up <00:19:34.818>for <00:19:34.926>great <00:19:35.033>training <00:19:35.141>data <00:19:35.249>over <00:19:35.356>the <00:19:35.464>years. <00:19:35.572>And <00:19:35.680>these

00:19:37.230 --> 00:19:37.240 align:start position:0%
<00:19:37.230>training <00:19:37.231>data <00:19:37.233>over <00:19:37.234>the <00:19:37.236>years. <00:19:37.237>And <00:19:37.239>these

00:19:37.240 --> 00:19:40.110 align:start position:0%
<00:19:37.240>training <00:19:37.367>data <00:19:37.494>over <00:19:37.621>the <00:19:37.749>years. <00:19:37.876>And <00:19:38.003>these <00:19:38.130>standards, <00:19:38.258>they <00:19:38.385>already <00:19:38.512>embodied <00:19:38.640>into

00:19:40.110 --> 00:19:40.120 align:start position:0%
<00:19:40.110>standards, <00:19:40.112>they <00:19:40.114>already <00:19:40.116>embodied <00:19:40.119>into

00:19:40.120 --> 00:19:42.630 align:start position:0%
<00:19:40.120>standards, <00:19:40.247>they <00:19:40.374>already <00:19:40.501>embodied <00:19:40.629>into <00:19:40.756>like <00:19:40.883>training <00:19:41.010>data <00:19:41.138>across <00:19:41.265>all <00:19:41.392>the <00:19:41.520>model

00:19:42.630 --> 00:19:42.640 align:start position:0%
<00:19:42.630>like <00:19:42.631>training <00:19:42.633>data <00:19:42.634>across <00:19:42.636>all <00:19:42.637>the <00:19:42.639>model

00:19:42.640 --> 00:19:45.350 align:start position:0%
<00:19:42.640>like <00:19:42.756>training <00:19:42.873>data <00:19:42.990>across <00:19:43.106>all <00:19:43.223>the <00:19:43.340>model <00:19:43.456>invariance, <00:19:43.573>but <00:19:43.690>think <00:19:43.806>about <00:19:43.923>your <00:19:44.040>own

00:19:45.350 --> 00:19:45.360 align:start position:0%
<00:19:45.350>invariance, <00:19:45.351>but <00:19:45.353>think <00:19:45.355>about <00:19:45.357>your <00:19:45.359>own

00:19:45.360 --> 00:19:46.750 align:start position:0%
<00:19:45.360>invariance, <00:19:45.568>but <00:19:45.777>think <00:19:45.985>about <00:19:46.194>your <00:19:46.402>own <00:19:46.610>workflows

00:19:46.750 --> 00:19:46.760 align:start position:0%
workflows

00:19:46.760 --> 00:19:49.310 align:start position:0%
<00:19:46.760>workflows <00:19:46.935>um <00:19:47.110>of <00:19:47.285>moving <00:19:47.460>from <00:19:47.635>this <00:19:47.810>kind <00:19:47.985>of <00:19:48.160>like

00:19:49.310 --> 00:19:49.320 align:start position:0%
<00:19:49.310>um <00:19:49.311>of <00:19:49.312>moving <00:19:49.313>from <00:19:49.315>this <00:19:49.316>kind <00:19:49.317>of <00:19:49.319>like

00:19:49.320 --> 00:19:52.750 align:start position:0%
<00:19:49.320>um <00:19:49.419>of <00:19:49.520>moving <00:19:49.620>from <00:19:49.720>this <00:19:49.820>kind <00:19:49.919>of <00:19:50.020>like <00:19:50.120>vague <00:19:50.220>memory <00:19:50.320>into <00:19:50.419>a <00:19:50.520>mechanism <00:19:50.620>that <00:19:50.720>can

00:19:52.750 --> 00:19:52.760 align:start position:0%
<00:19:52.750>vague <00:19:52.751>memory <00:19:52.753>into <00:19:52.754>a <00:19:52.756>mechanism <00:19:52.757>that <00:19:52.759>can

00:19:52.760 --> 00:19:55.190 align:start position:0%
<00:19:52.760>vague <00:19:52.876>memory <00:19:52.993>into <00:19:53.110>a <00:19:53.226>mechanism <00:19:53.343>that <00:19:53.460>can <00:19:53.576>be <00:19:53.693>followed <00:19:53.810>by <00:19:53.926>agents. <00:19:54.043>And <00:19:54.160>there's

00:19:55.190 --> 00:19:55.200 align:start position:0%
<00:19:55.190>be <00:19:55.191>followed <00:19:55.193>by <00:19:55.195>agents. <00:19:55.197>And <00:19:55.199>there's

00:19:55.200 --> 00:19:57.350 align:start position:0%
<00:19:55.200>be <00:19:55.327>followed <00:19:55.454>by <00:19:55.581>agents. <00:19:55.709>And <00:19:55.836>there's <00:19:55.963>various <00:19:56.090>constructs <00:19:56.218>you <00:19:56.345>can <00:19:56.472>use <00:19:56.600>um

00:19:57.350 --> 00:19:57.360 align:start position:0%
<00:19:57.350>various <00:19:57.351>constructs <00:19:57.353>you <00:19:57.355>can <00:19:57.357>use <00:19:57.359>um

00:19:57.360 --> 00:19:59.790 align:start position:0%
<00:19:57.360>various <00:19:57.515>constructs <00:19:57.671>you <00:19:57.826>can <00:19:57.982>use <00:19:58.137>um <00:19:58.293>personas, <00:19:58.448>modes, <00:19:58.604>commands, <00:19:58.760>skills,

00:19:59.790 --> 00:19:59.800 align:start position:0%
<00:19:59.790>personas, <00:19:59.793>modes, <00:19:59.796>commands, <00:19:59.799>skills,

00:19:59.800 --> 00:20:01.230 align:start position:0%
<00:19:59.800>personas, <00:19:59.928>modes, <00:20:00.057>commands, <00:20:00.186>skills, <00:20:00.314>whatever <00:20:00.443>they <00:20:00.572>are <00:20:00.700>called <00:20:00.829>in <00:20:00.958>in <00:20:01.087>your

00:20:01.230 --> 00:20:01.240 align:start position:0%
<00:20:01.230>whatever <00:20:01.231>they <00:20:01.233>are <00:20:01.234>called <00:20:01.236>in <00:20:01.237>in <00:20:01.239>your

00:20:01.240 --> 00:20:03.630 align:start position:0%
<00:20:01.240>whatever <00:20:01.347>they <00:20:01.455>are <00:20:01.563>called <00:20:01.670>in <00:20:01.778>in <00:20:01.886>your <00:20:01.993>various <00:20:02.101>tools, <00:20:02.209>right? <00:20:02.316>But <00:20:02.424>make <00:20:02.532>sure <00:20:02.640>that

00:20:03.630 --> 00:20:03.640 align:start position:0%
<00:20:03.630>various <00:20:03.631>tools, <00:20:03.633>right? <00:20:03.634>But <00:20:03.636>make <00:20:03.637>sure <00:20:03.639>that

00:20:03.640 --> 00:20:06.670 align:start position:0%
<00:20:03.640>various <00:20:03.756>tools, <00:20:03.873>right? <00:20:03.990>But <00:20:04.106>make <00:20:04.223>sure <00:20:04.340>that <00:20:04.456>you <00:20:04.573>use <00:20:04.690>this <00:20:04.806>as <00:20:04.923>an <00:20:05.040>extension

00:20:06.670 --> 00:20:06.680 align:start position:0%
<00:20:06.670>you <00:20:06.671>use <00:20:06.673>this <00:20:06.675>as <00:20:06.677>an <00:20:06.679>extension

00:20:06.680 --> 00:20:09.190 align:start position:0%
<00:20:06.680>you <00:20:06.787>use <00:20:06.895>this <00:20:07.003>as <00:20:07.110>an <00:20:07.218>extension <00:20:07.326>um <00:20:07.433>to <00:20:07.541>enable <00:20:07.649>your <00:20:07.756>agents <00:20:07.864>to <00:20:07.972>follow <00:20:08.080>your

00:20:09.190 --> 00:20:09.200 align:start position:0%
<00:20:09.190>um <00:20:09.191>to <00:20:09.192>enable <00:20:09.193>your <00:20:09.195>agents <00:20:09.196>to <00:20:09.197>follow <00:20:09.199>your

00:20:09.200 --> 00:20:11.070 align:start position:0%
<00:20:09.200>um <00:20:09.307>to <00:20:09.415>enable <00:20:09.523>your <00:20:09.630>agents <00:20:09.738>to <00:20:09.846>follow <00:20:09.953>your <00:20:10.061>rules <00:20:10.169>because <00:20:10.276>that's <00:20:10.384>what <00:20:10.492>we <00:20:10.600>actually

00:20:11.070 --> 00:20:11.080 align:start position:0%
<00:20:11.070>rules <00:20:11.071>because <00:20:11.073>that's <00:20:11.075>what <00:20:11.077>we <00:20:11.079>actually

00:20:11.080 --> 00:20:13.630 align:start position:0%
<00:20:11.080>rules <00:20:11.235>because <00:20:11.391>that's <00:20:11.546>what <00:20:11.702>we <00:20:11.857>actually <00:20:12.013>want <00:20:12.168>to <00:20:12.324>do, <00:20:12.480>right?

00:20:13.630 --> 00:20:13.640 align:start position:0%
<00:20:13.630>want <00:20:13.633>to <00:20:13.636>do, <00:20:13.639>right?

00:20:13.640 --> 00:20:16.830 align:start position:0%
<00:20:13.640>want <00:20:13.795>to <00:20:13.951>do, <00:20:14.106>right? <00:20:14.262>They <00:20:14.417>all <00:20:14.573>solve <00:20:14.728>slightly <00:20:14.884>different <00:20:15.040>um

00:20:16.830 --> 00:20:16.840 align:start position:0%
<00:20:16.830>They <00:20:16.831>all <00:20:16.833>solve <00:20:16.835>slightly <00:20:16.837>different <00:20:16.839>um

00:20:16.840 --> 00:20:21.430 align:start position:0%
<00:20:16.840>They <00:20:16.967>all <00:20:17.094>solve <00:20:17.221>slightly <00:20:17.349>different <00:20:17.476>um <00:20:17.603>different <00:20:17.730>problems. <00:20:17.858>I <00:20:17.985>use <00:20:18.112>them <00:20:18.240>all

00:20:21.430 --> 00:20:21.440 align:start position:0%
<00:20:21.430>different <00:20:21.431>problems. <00:20:21.433>I <00:20:21.435>use <00:20:21.437>them <00:20:21.439>all

00:20:21.440 --> 00:20:23.990 align:start position:0%
<00:20:21.440>different <00:20:21.580>problems. <00:20:21.720>I <00:20:21.860>use <00:20:22.000>them <00:20:22.140>all <00:20:22.280>very <00:20:22.420>extensively. <00:20:22.560>And <00:20:22.700>I'm <00:20:22.840>playing

00:20:23.990 --> 00:20:24.000 align:start position:0%
<00:20:23.990>very <00:20:23.992>extensively. <00:20:23.994>And <00:20:23.996>I'm <00:20:23.999>playing

00:20:24.000 --> 00:20:26.550 align:start position:0%
<00:20:24.000>very <00:20:24.140>extensively. <00:20:24.280>And <00:20:24.420>I'm <00:20:24.560>playing <00:20:24.700>around. <00:20:24.840>I'm <00:20:24.980>moving <00:20:25.120>stuff <00:20:25.260>from <00:20:25.400>personas

00:20:26.550 --> 00:20:26.560 align:start position:0%
<00:20:26.550>around. <00:20:26.551>I'm <00:20:26.553>moving <00:20:26.555>stuff <00:20:26.557>from <00:20:26.559>personas

00:20:26.560 --> 00:20:30.190 align:start position:0%
<00:20:26.560>around. <00:20:26.700>I'm <00:20:26.840>moving <00:20:26.980>stuff <00:20:27.120>from <00:20:27.260>personas <00:20:27.399>to <00:20:27.540>skills. <00:20:27.679>It's <00:20:27.820>all <00:20:27.960>interesting.

00:20:30.190 --> 00:20:30.200 align:start position:0%
<00:20:30.190>to <00:20:30.192>skills. <00:20:30.194>It's <00:20:30.196>all <00:20:30.199>interesting.

00:20:30.200 --> 00:20:32.550 align:start position:0%
<00:20:30.200>to <00:20:30.316>skills. <00:20:30.433>It's <00:20:30.550>all <00:20:30.666>interesting. <00:20:30.783>Um <00:20:30.900>and <00:20:31.016>it <00:20:31.133>heavily <00:20:31.250>depends <00:20:31.366>on <00:20:31.483>the <00:20:31.600>code

00:20:32.550 --> 00:20:32.560 align:start position:0%
<00:20:32.550>Um <00:20:32.551>and <00:20:32.552>it <00:20:32.553>heavily <00:20:32.555>depends <00:20:32.556>on <00:20:32.557>the <00:20:32.559>code

00:20:32.560 --> 00:20:33.870 align:start position:0%
<00:20:32.560>Um <00:20:32.650>and <00:20:32.741>it <00:20:32.832>heavily <00:20:32.922>depends <00:20:33.013>on <00:20:33.104>the <00:20:33.194>code <00:20:33.285>base <00:20:33.376>and <00:20:33.466>the <00:20:33.557>quality <00:20:33.648>of <00:20:33.738>your

00:20:33.870 --> 00:20:33.880 align:start position:0%
<00:20:33.870>base <00:20:33.871>and <00:20:33.873>the <00:20:33.875>quality <00:20:33.877>of <00:20:33.879>your

00:20:33.880 --> 00:20:36.630 align:start position:0%
<00:20:33.880>base <00:20:33.996>and <00:20:34.113>the <00:20:34.230>quality <00:20:34.346>of <00:20:34.463>your <00:20:34.580>documentation <00:20:34.696>that <00:20:34.813>you <00:20:34.930>have <00:20:35.046>in <00:20:35.163>in <00:20:35.280>place.

00:20:36.630 --> 00:20:36.640 align:start position:0%
<00:20:36.630>documentation <00:20:36.631>that <00:20:36.633>you <00:20:36.634>have <00:20:36.636>in <00:20:36.637>in <00:20:36.639>place.

00:20:36.640 --> 00:20:39.750 align:start position:0%
<00:20:36.640>documentation <00:20:36.747>that <00:20:36.855>you <00:20:36.963>have <00:20:37.070>in <00:20:37.178>in <00:20:37.286>place. <00:20:37.393>What <00:20:37.501>skills <00:20:37.609>basically <00:20:37.716>do <00:20:37.824>for <00:20:37.932>me, <00:20:38.040>they

00:20:39.750 --> 00:20:39.760 align:start position:0%
<00:20:39.750>What <00:20:39.751>skills <00:20:39.753>basically <00:20:39.754>do <00:20:39.756>for <00:20:39.757>me, <00:20:39.759>they

00:20:39.760 --> 00:20:41.470 align:start position:0%
<00:20:39.760>What <00:20:39.960>skills <00:20:40.160>basically <00:20:40.360>do <00:20:40.560>for <00:20:40.760>me, <00:20:40.960>they <00:20:41.160>turn

00:20:41.470 --> 00:20:41.480 align:start position:0%
turn

00:20:41.480 --> 00:20:43.830 align:start position:0%
<00:20:41.480>turn <00:20:41.713>prompting <00:20:41.946>into <00:20:42.180>engineering. <00:20:42.413>They <00:20:42.646>give <00:20:42.880>me

00:20:43.830 --> 00:20:43.840 align:start position:0%
<00:20:43.830>prompting <00:20:43.831>into <00:20:43.833>engineering. <00:20:43.835>They <00:20:43.837>give <00:20:43.839>me

00:20:43.840 --> 00:20:46.590 align:start position:0%
<00:20:43.840>prompting <00:20:43.956>into <00:20:44.073>engineering. <00:20:44.189>They <00:20:44.306>give <00:20:44.423>me <00:20:44.540>the <00:20:44.656>right <00:20:44.773>context, <00:20:44.889>the <00:20:45.006>right <00:20:45.123>steps. <00:20:45.240>They

00:20:46.590 --> 00:20:46.600 align:start position:0%
<00:20:46.590>the <00:20:46.591>right <00:20:46.592>context, <00:20:46.594>the <00:20:46.596>right <00:20:46.597>steps. <00:20:46.599>They

00:20:46.600 --> 00:20:48.510 align:start position:0%
<00:20:46.600>the <00:20:46.707>right <00:20:46.815>context, <00:20:46.923>the <00:20:47.030>right <00:20:47.138>steps. <00:20:47.246>They <00:20:47.353>follow <00:20:47.461>the <00:20:47.569>right <00:20:47.676>constraints, <00:20:47.784>and <00:20:47.892>I <00:20:48.000>can

00:20:48.510 --> 00:20:48.520 align:start position:0%
<00:20:48.510>follow <00:20:48.511>the <00:20:48.513>right <00:20:48.514>constraints, <00:20:48.516>and <00:20:48.517>I <00:20:48.519>can

00:20:48.520 --> 00:20:52.030 align:start position:0%
<00:20:48.520>follow <00:20:48.647>the <00:20:48.774>right <00:20:48.901>constraints, <00:20:49.029>and <00:20:49.156>I <00:20:49.283>can <00:20:49.410>couple <00:20:49.538>them <00:20:49.665>with <00:20:49.792>the <00:20:49.920>statistic

00:20:52.030 --> 00:20:52.040 align:start position:0%
<00:20:52.030>couple <00:20:52.032>them <00:20:52.034>with <00:20:52.036>the <00:20:52.039>statistic

00:20:52.040 --> 00:20:53.550 align:start position:0%
<00:20:52.040>couple <00:20:52.311>them <00:20:52.583>with <00:20:52.855>the <00:20:53.127>statistic <00:20:53.399>analysis.

00:20:53.550 --> 00:20:53.560 align:start position:0%
analysis.

00:20:53.560 --> 00:20:56.830 align:start position:0%
<00:20:53.560>analysis. <00:20:53.715>I <00:20:53.871>can <00:20:54.026>make <00:20:54.182>sure <00:20:54.337>that <00:20:54.493>I <00:20:54.648>run <00:20:54.804>scripts <00:20:54.960>to

00:20:56.830 --> 00:20:56.840 align:start position:0%
<00:20:56.830>I <00:20:56.831>can <00:20:56.832>make <00:20:56.833>sure <00:20:56.834>that <00:20:56.835>I <00:20:56.836>run <00:20:56.837>scripts <00:20:56.839>to

00:20:56.840 --> 00:21:00.990 align:start position:0%
<00:20:56.840>I <00:20:56.967>can <00:20:57.094>make <00:20:57.221>sure <00:20:57.349>that <00:20:57.476>I <00:20:57.603>run <00:20:57.730>scripts <00:20:57.858>to <00:20:57.985>check <00:20:58.112>certain <00:20:58.240>things.

00:21:01.000 --> 00:21:03.830 align:start position:0%
<00:21:01.000>Safe <00:21:01.233>refactoring <00:21:01.466>skill <00:21:01.700>is <00:21:01.933>one <00:21:02.166>of <00:21:02.400>these

00:21:03.830 --> 00:21:03.840 align:start position:0%
<00:21:03.830>Safe <00:21:03.831>refactoring <00:21:03.832>skill <00:21:03.834>is <00:21:03.836>one <00:21:03.837>of <00:21:03.839>these

00:21:03.840 --> 00:21:05.670 align:start position:0%
<00:21:03.840>Safe <00:21:03.967>refactoring <00:21:04.094>skill <00:21:04.221>is <00:21:04.349>one <00:21:04.476>of <00:21:04.603>these <00:21:04.730>amazing <00:21:04.858>examples, <00:21:04.985>right? <00:21:05.112>It <00:21:05.240>could

00:21:05.670 --> 00:21:05.680 align:start position:0%
<00:21:05.670>amazing <00:21:05.672>examples, <00:21:05.674>right? <00:21:05.676>It <00:21:05.679>could

00:21:05.680 --> 00:21:09.110 align:start position:0%
<00:21:05.680>amazing <00:21:05.880>examples, <00:21:06.080>right? <00:21:06.280>It <00:21:06.480>could <00:21:06.680>actually <00:21:06.880>run <00:21:07.080>tests.

00:21:09.110 --> 00:21:09.120 align:start position:0%
<00:21:09.110>actually <00:21:09.114>run <00:21:09.119>tests.

00:21:09.120 --> 00:21:09.990 align:start position:0%
<00:21:09.120>actually <00:21:09.315>run <00:21:09.511>tests. <00:21:09.707>And <00:21:09.903>uh

00:21:09.990 --> 00:21:10.000 align:start position:0%
<00:21:09.990>And <00:21:09.999>uh

00:21:10.000 --> 00:21:12.110 align:start position:0%
<00:21:10.000>And <00:21:10.200>uh <00:21:10.400>it <00:21:10.600>could <00:21:10.800>also <00:21:11.000>summarize <00:21:11.200>all <00:21:11.400>the

00:21:12.110 --> 00:21:12.120 align:start position:0%
<00:21:12.110>it <00:21:12.111>could <00:21:12.113>also <00:21:12.115>summarize <00:21:12.117>all <00:21:12.119>the

00:21:12.120 --> 00:21:14.350 align:start position:0%
<00:21:12.120>it <00:21:12.247>could <00:21:12.374>also <00:21:12.501>summarize <00:21:12.629>all <00:21:12.756>the <00:21:12.883>assumptions <00:21:13.010>being <00:21:13.138>made <00:21:13.265>during <00:21:13.392>this <00:21:13.520>step,

00:21:14.350 --> 00:21:14.360 align:start position:0%
<00:21:14.350>assumptions <00:21:14.351>being <00:21:14.353>made <00:21:14.355>during <00:21:14.357>this <00:21:14.359>step,

00:21:14.360 --> 00:21:17.110 align:start position:0%
<00:21:14.360>assumptions <00:21:14.476>being <00:21:14.593>made <00:21:14.709>during <00:21:14.826>this <00:21:14.943>step, <00:21:15.060>right? <00:21:15.176>So, <00:21:15.293>it's <00:21:15.409>treated <00:21:15.526>as <00:21:15.643>a <00:21:15.760>repeatable

00:21:17.110 --> 00:21:17.120 align:start position:0%
<00:21:17.110>right? <00:21:17.111>So, <00:21:17.112>it's <00:21:17.114>treated <00:21:17.116>as <00:21:17.117>a <00:21:17.119>repeatable

00:21:17.120 --> 00:21:19.950 align:start position:0%
<00:21:17.120>right? <00:21:17.236>So, <00:21:17.353>it's <00:21:17.469>treated <00:21:17.586>as <00:21:17.703>a <00:21:17.820>repeatable <00:21:17.936>workflow <00:21:18.053>almost. <00:21:18.169>We've <00:21:18.286>all <00:21:18.403>seen <00:21:18.520>this

00:21:19.950 --> 00:21:19.960 align:start position:0%
<00:21:19.950>workflow <00:21:19.951>almost. <00:21:19.953>We've <00:21:19.955>all <00:21:19.957>seen <00:21:19.959>this

00:21:19.960 --> 00:21:23.710 align:start position:0%
<00:21:19.960>workflow <00:21:20.067>almost. <00:21:20.175>We've <00:21:20.283>all <00:21:20.390>seen <00:21:20.498>this <00:21:20.606>review <00:21:20.713>PR <00:21:20.821>or <00:21:20.929>grill <00:21:21.036>me <00:21:21.144>or <00:21:21.252>whatever. <00:21:21.360>I'm

00:21:23.710 --> 00:21:23.720 align:start position:0%
<00:21:23.710>review <00:21:23.711>PR <00:21:23.712>or <00:21:23.713>grill <00:21:23.715>me <00:21:23.716>or <00:21:23.717>whatever. <00:21:23.719>I'm

00:21:23.720 --> 00:21:26.070 align:start position:0%
<00:21:23.720>review <00:21:23.820>PR <00:21:23.920>or <00:21:24.020>grill <00:21:24.120>me <00:21:24.220>or <00:21:24.320>whatever. <00:21:24.420>I'm <00:21:24.520>totally <00:21:24.620>impressive. <00:21:24.720>What <00:21:24.820>you <00:21:24.920>need <00:21:25.020>on <00:21:25.120>a

00:21:26.070 --> 00:21:26.080 align:start position:0%
<00:21:26.070>totally <00:21:26.071>impressive. <00:21:26.072>What <00:21:26.074>you <00:21:26.076>need <00:21:26.077>on <00:21:26.079>a

00:21:26.080 --> 00:21:29.350 align:start position:0%
<00:21:26.080>totally <00:21:26.196>impressive. <00:21:26.313>What <00:21:26.429>you <00:21:26.546>need <00:21:26.663>on <00:21:26.780>a <00:21:26.896>day-by-day <00:21:27.013>basis <00:21:27.129>is <00:21:27.246>to <00:21:27.363>glue <00:21:27.480>your

00:21:29.350 --> 00:21:29.360 align:start position:0%
<00:21:29.350>day-by-day <00:21:29.351>basis <00:21:29.353>is <00:21:29.355>to <00:21:29.357>glue <00:21:29.359>your

00:21:29.360 --> 00:21:31.470 align:start position:0%
<00:21:29.360>day-by-day <00:21:29.487>basis <00:21:29.614>is <00:21:29.741>to <00:21:29.869>glue <00:21:29.996>your <00:21:30.123>repeated <00:21:30.250>steps <00:21:30.378>into <00:21:30.505>something <00:21:30.632>that <00:21:30.760>you

00:21:31.470 --> 00:21:31.480 align:start position:0%
<00:21:31.470>repeated <00:21:31.471>steps <00:21:31.473>into <00:21:31.475>something <00:21:31.477>that <00:21:31.479>you

00:21:31.480 --> 00:21:34.470 align:start position:0%
<00:21:31.480>repeated <00:21:31.580>steps <00:21:31.680>into <00:21:31.780>something <00:21:31.880>that <00:21:31.980>you <00:21:32.080>can <00:21:32.180>just <00:21:32.280>call <00:21:32.380>as <00:21:32.480>a <00:21:32.580>command, <00:21:32.680>as <00:21:32.780>a <00:21:32.880>skill.

00:21:34.470 --> 00:21:34.480 align:start position:0%
<00:21:34.470>can <00:21:34.471>just <00:21:34.472>call <00:21:34.473>as <00:21:34.474>a <00:21:34.475>command, <00:21:34.476>as <00:21:34.477>a <00:21:34.479>skill.

00:21:34.480 --> 00:21:36.550 align:start position:0%
<00:21:34.480>can <00:21:34.573>just <00:21:34.666>call <00:21:34.760>as <00:21:34.853>a <00:21:34.946>command, <00:21:35.040>as <00:21:35.133>a <00:21:35.226>skill. <00:21:35.320>That's <00:21:35.413>the <00:21:35.506>whole <00:21:35.600>magic <00:21:35.693>behind <00:21:35.786>skills <00:21:35.880>for

00:21:36.550 --> 00:21:36.560 align:start position:0%
<00:21:36.550>That's <00:21:36.551>the <00:21:36.553>whole <00:21:36.554>magic <00:21:36.556>behind <00:21:36.557>skills <00:21:36.559>for

00:21:36.560 --> 00:21:39.710 align:start position:0%
<00:21:36.560>That's <00:21:36.735>the <00:21:36.909>whole <00:21:37.085>magic <00:21:37.260>behind <00:21:37.435>skills <00:21:37.610>for <00:21:37.784>me <00:21:37.960>personally.

00:21:39.720 --> 00:21:42.550 align:start position:0%
<00:21:39.720>Commands <00:21:39.920>kind <00:21:40.120>of <00:21:40.320>the <00:21:40.520>same, <00:21:40.720>but <00:21:40.920>a <00:21:41.120>little

00:21:42.550 --> 00:21:42.560 align:start position:0%
<00:21:42.550>Commands <00:21:42.551>kind <00:21:42.552>of <00:21:42.553>the <00:21:42.555>same, <00:21:42.556>but <00:21:42.557>a <00:21:42.559>little

00:21:42.560 --> 00:21:45.230 align:start position:0%
<00:21:42.560>Commands <00:21:42.659>kind <00:21:42.760>of <00:21:42.860>the <00:21:42.960>same, <00:21:43.060>but <00:21:43.159>a <00:21:43.260>little <00:21:43.360>bit <00:21:43.460>more <00:21:43.560>limited. <00:21:43.659>It's <00:21:43.760>not <00:21:43.860>a <00:21:43.960>complete

00:21:45.230 --> 00:21:45.240 align:start position:0%
<00:21:45.230>bit <00:21:45.231>more <00:21:45.233>limited. <00:21:45.234>It's <00:21:45.236>not <00:21:45.237>a <00:21:45.239>complete

00:21:45.240 --> 00:21:47.550 align:start position:0%
<00:21:45.240>bit <00:21:45.367>more <00:21:45.494>limited. <00:21:45.621>It's <00:21:45.749>not <00:21:45.876>a <00:21:46.003>complete <00:21:46.130>workflow. <00:21:46.258>It's <00:21:46.385>kind <00:21:46.512>of <00:21:46.640>the

00:21:47.550 --> 00:21:47.560 align:start position:0%
<00:21:47.550>workflow. <00:21:47.552>It's <00:21:47.554>kind <00:21:47.556>of <00:21:47.559>the

00:21:47.560 --> 00:21:48.270 align:start position:0%
<00:21:47.560>workflow. <00:21:47.687>It's <00:21:47.815>kind <00:21:47.943>of <00:21:48.071>the <00:21:48.199>um

00:21:48.270 --> 00:21:48.280 align:start position:0%
um

00:21:48.280 --> 00:21:50.950 align:start position:0%
<00:21:48.280>um <00:21:48.435>the <00:21:48.591>one <00:21:48.746>command <00:21:48.902>that <00:21:49.057>you <00:21:49.213>want <00:21:49.368>to <00:21:49.524>be <00:21:49.680>done

00:21:50.950 --> 00:21:50.960 align:start position:0%
<00:21:50.950>the <00:21:50.951>one <00:21:50.952>command <00:21:50.953>that <00:21:50.954>you <00:21:50.955>want <00:21:50.956>to <00:21:50.957>be <00:21:50.959>done

00:21:50.960 --> 00:21:53.030 align:start position:0%
<00:21:50.960>the <00:21:51.100>one <00:21:51.240>command <00:21:51.380>that <00:21:51.520>you <00:21:51.660>want <00:21:51.800>to <00:21:51.940>be <00:21:52.080>done <00:21:52.220>right <00:21:52.360>now.

00:21:53.030 --> 00:21:53.040 align:start position:0%
<00:21:53.030>right <00:21:53.039>now.

00:21:53.040 --> 00:21:54.110 align:start position:0%
<00:21:53.040>right <00:21:53.360>now. <00:21:53.682>But <00:21:54.003>um

00:21:54.110 --> 00:21:54.120 align:start position:0%
<00:21:54.110>But <00:21:54.119>um

00:21:54.120 --> 00:21:56.550 align:start position:0%
<00:21:54.120>But <00:21:54.320>um <00:21:54.520>expanding <00:21:54.719>this <00:21:54.919>a <00:21:55.120>little <00:21:55.320>bit <00:21:55.520>more,

00:21:56.550 --> 00:21:56.560 align:start position:0%
<00:21:56.550>expanding <00:21:56.551>this <00:21:56.553>a <00:21:56.555>little <00:21:56.557>bit <00:21:56.559>more,

00:21:56.560 --> 00:21:59.390 align:start position:0%
<00:21:56.560>expanding <00:21:56.676>this <00:21:56.793>a <00:21:56.909>little <00:21:57.026>bit <00:21:57.143>more, <00:21:57.260>code <00:21:57.376>as <00:21:57.493>a <00:21:57.610>context <00:21:57.726>is <00:21:57.843>definitely <00:21:57.960>not

00:21:59.390 --> 00:21:59.400 align:start position:0%
<00:21:59.390>code <00:21:59.391>as <00:21:59.393>a <00:21:59.394>context <00:21:59.396>is <00:21:59.397>definitely <00:21:59.399>not

00:21:59.400 --> 00:22:02.070 align:start position:0%
<00:21:59.400>code <00:21:59.507>as <00:21:59.615>a <00:21:59.723>context <00:21:59.830>is <00:21:59.938>definitely <00:22:00.046>not <00:22:00.153>enough. <00:22:00.261>Even <00:22:00.369>if <00:22:00.476>ADRs <00:22:00.584>might <00:22:00.692>help <00:22:00.800>to

00:22:02.070 --> 00:22:02.080 align:start position:0%
<00:22:02.070>enough. <00:22:02.071>Even <00:22:02.072>if <00:22:02.074>ADRs <00:22:02.076>might <00:22:02.077>help <00:22:02.079>to

00:22:02.080 --> 00:22:05.030 align:start position:0%
<00:22:02.080>enough. <00:22:02.196>Even <00:22:02.313>if <00:22:02.429>ADRs <00:22:02.546>might <00:22:02.663>help <00:22:02.780>to <00:22:02.896>enrich <00:22:03.013>the <00:22:03.129>architectural <00:22:03.246>side, <00:22:03.363>there's <00:22:03.480>a

00:22:05.030 --> 00:22:05.040 align:start position:0%
<00:22:05.030>enrich <00:22:05.031>the <00:22:05.033>architectural <00:22:05.035>side, <00:22:05.037>there's <00:22:05.039>a

00:22:05.040 --> 00:22:06.630 align:start position:0%
<00:22:05.040>enrich <00:22:05.215>the <00:22:05.389>architectural <00:22:05.565>side, <00:22:05.740>there's <00:22:05.915>a <00:22:06.090>ton <00:22:06.264>of <00:22:06.440>other

00:22:06.630 --> 00:22:06.640 align:start position:0%
<00:22:06.630>ton <00:22:06.634>of <00:22:06.639>other

00:22:06.640 --> 00:22:09.070 align:start position:0%
<00:22:06.640>ton <00:22:06.795>of <00:22:06.951>other <00:22:07.106>information <00:22:07.262>that <00:22:07.417>needs <00:22:07.573>to <00:22:07.728>come <00:22:07.884>in <00:22:08.040>into

00:22:09.070 --> 00:22:09.080 align:start position:0%
<00:22:09.070>information <00:22:09.071>that <00:22:09.072>needs <00:22:09.074>to <00:22:09.076>come <00:22:09.077>in <00:22:09.079>into

00:22:09.080 --> 00:22:11.670 align:start position:0%
<00:22:09.080>information <00:22:09.220>that <00:22:09.360>needs <00:22:09.500>to <00:22:09.639>come <00:22:09.780>in <00:22:09.919>into <00:22:10.060>your <00:22:10.199>software <00:22:10.340>design <00:22:10.480>methodologies,

00:22:11.670 --> 00:22:11.680 align:start position:0%
<00:22:11.670>your <00:22:11.673>software <00:22:11.676>design <00:22:11.679>methodologies,

00:22:11.680 --> 00:22:14.270 align:start position:0%
<00:22:11.680>your <00:22:11.796>software <00:22:11.913>design <00:22:12.030>methodologies, <00:22:12.146>right? <00:22:12.263>That <00:22:12.380>the <00:22:12.496>it's <00:22:12.613>a <00:22:12.730>plan <00:22:12.846>for <00:22:12.963>a <00:22:13.080>of

00:22:14.270 --> 00:22:14.280 align:start position:0%
<00:22:14.270>right? <00:22:14.271>That <00:22:14.272>the <00:22:14.273>it's <00:22:14.274>a <00:22:14.275>plan <00:22:14.276>for <00:22:14.277>a <00:22:14.279>of

00:22:14.280 --> 00:22:16.310 align:start position:0%
<00:22:14.280>right? <00:22:14.367>That <00:22:14.455>the <00:22:14.542>it's <00:22:14.629>a <00:22:14.717>plan <00:22:14.805>for <00:22:14.892>a <00:22:14.980>of <00:22:15.067>ideas <00:22:15.155>that <00:22:15.242>I'm <00:22:15.330>just <00:22:15.417>putting <00:22:15.504>out <00:22:15.592>here <00:22:15.680>on

00:22:16.310 --> 00:22:16.320 align:start position:0%
<00:22:16.310>ideas <00:22:16.311>that <00:22:16.312>I'm <00:22:16.313>just <00:22:16.315>putting <00:22:16.316>out <00:22:16.317>here <00:22:16.319>on

00:22:16.320 --> 00:22:18.910 align:start position:0%
<00:22:16.320>ideas <00:22:16.419>that <00:22:16.520>I'm <00:22:16.620>just <00:22:16.720>putting <00:22:16.820>out <00:22:16.919>here <00:22:17.020>on <00:22:17.120>the <00:22:17.220>slide, <00:22:17.320>right? <00:22:17.419>Could <00:22:17.520>be <00:22:17.620>issues, <00:22:17.720>could

00:22:18.910 --> 00:22:18.920 align:start position:0%
<00:22:18.910>the <00:22:18.911>slide, <00:22:18.913>right? <00:22:18.914>Could <00:22:18.916>be <00:22:18.917>issues, <00:22:18.919>could

00:22:18.920 --> 00:22:19.990 align:start position:0%
<00:22:18.920>the <00:22:19.057>slide, <00:22:19.195>right? <00:22:19.332>Could <00:22:19.470>be <00:22:19.607>issues, <00:22:19.745>could <00:22:19.883>be

00:22:19.990 --> 00:22:20.000 align:start position:0%
be

00:22:20.000 --> 00:22:22.670 align:start position:0%
<00:22:20.000>be <00:22:20.233>whatever <00:22:20.466>system <00:22:20.700>you're <00:22:20.933>using, <00:22:21.166>um <00:22:21.400>run

00:22:22.670 --> 00:22:22.680 align:start position:0%
<00:22:22.670>whatever <00:22:22.671>system <00:22:22.673>you're <00:22:22.675>using, <00:22:22.677>um <00:22:22.679>run

00:22:22.680 --> 00:22:24.630 align:start position:0%
<00:22:22.680>whatever <00:22:22.807>system <00:22:22.934>you're <00:22:23.061>using, <00:22:23.189>um <00:22:23.316>run <00:22:23.443>books, <00:22:23.570>incident <00:22:23.698>notes, <00:22:23.825>you <00:22:23.952>name <00:22:24.080>them,

00:22:24.630 --> 00:22:24.640 align:start position:0%
<00:22:24.630>books, <00:22:24.631>incident <00:22:24.633>notes, <00:22:24.635>you <00:22:24.637>name <00:22:24.639>them,

00:22:24.640 --> 00:22:27.550 align:start position:0%
<00:22:24.640>books, <00:22:24.795>incident <00:22:24.951>notes, <00:22:25.106>you <00:22:25.262>name <00:22:25.417>them, <00:22:25.573>right? <00:22:25.728>All <00:22:25.884>this <00:22:26.040>basically

00:22:27.550 --> 00:22:27.560 align:start position:0%
<00:22:27.550>right? <00:22:27.553>All <00:22:27.556>this <00:22:27.559>basically

00:22:27.560 --> 00:22:30.710 align:start position:0%
<00:22:27.560>right? <00:22:27.760>All <00:22:27.960>this <00:22:28.159>basically <00:22:28.360>goes <00:22:28.560>into <00:22:28.760>your <00:22:28.960>context.

00:22:30.710 --> 00:22:30.720 align:start position:0%
<00:22:30.710>goes <00:22:30.713>into <00:22:30.716>your <00:22:30.719>context.

00:22:30.720 --> 00:22:33.670 align:start position:0%
<00:22:30.720>goes <00:22:30.836>into <00:22:30.953>your <00:22:31.070>context. <00:22:31.186>Um <00:22:31.303>and <00:22:31.420>not <00:22:31.536>just <00:22:31.653>the <00:22:31.770>the <00:22:31.886>database. <00:22:32.003>I'm <00:22:32.120>I

00:22:33.670 --> 00:22:33.680 align:start position:0%
<00:22:33.670>Um <00:22:33.671>and <00:22:33.672>not <00:22:33.673>just <00:22:33.674>the <00:22:33.675>the <00:22:33.676>database. <00:22:33.677>I'm <00:22:33.679>I

00:22:33.680 --> 00:22:35.950 align:start position:0%
<00:22:33.680>Um <00:22:33.807>and <00:22:33.934>not <00:22:34.061>just <00:22:34.189>the <00:22:34.316>the <00:22:34.443>database. <00:22:34.570>I'm <00:22:34.698>I <00:22:34.825>love <00:22:34.952>using <00:22:35.080>um

00:22:35.950 --> 00:22:35.960 align:start position:0%
<00:22:35.950>love <00:22:35.954>using <00:22:35.959>um

00:22:35.960 --> 00:22:40.510 align:start position:0%
<00:22:35.960>love <00:22:36.100>using <00:22:36.240>um <00:22:36.380>the <00:22:36.520>Grounded <00:22:36.660>Docs <00:22:36.800>server, <00:22:36.940>Docs <00:22:37.080>MCP. <00:22:37.220>Um <00:22:37.360>I

00:22:40.510 --> 00:22:40.520 align:start position:0%
<00:22:40.510>the <00:22:40.511>Grounded <00:22:40.512>Docs <00:22:40.513>server, <00:22:40.515>Docs <00:22:40.516>MCP. <00:22:40.517>Um <00:22:40.519>I

00:22:40.520 --> 00:22:42.190 align:start position:0%
<00:22:40.520>the <00:22:40.607>Grounded <00:22:40.695>Docs <00:22:40.782>server, <00:22:40.870>Docs <00:22:40.957>MCP. <00:22:41.045>Um <00:22:41.132>I <00:22:41.220>actually <00:22:41.307>have <00:22:41.395>a <00:22:41.482>link <00:22:41.570>up <00:22:41.657>here. <00:22:41.745>So, <00:22:41.832>if <00:22:41.920>you

00:22:42.190 --> 00:22:42.200 align:start position:0%
<00:22:42.190>actually <00:22:42.191>have <00:22:42.192>a <00:22:42.193>link <00:22:42.194>up <00:22:42.195>here. <00:22:42.196>So, <00:22:42.197>if <00:22:42.199>you

00:22:42.200 --> 00:22:43.990 align:start position:0%
<00:22:42.200>actually <00:22:42.287>have <00:22:42.375>a <00:22:42.462>link <00:22:42.550>up <00:22:42.637>here. <00:22:42.725>So, <00:22:42.812>if <00:22:42.900>you <00:22:42.987>want <00:22:43.075>to <00:22:43.162>play <00:22:43.250>around <00:22:43.337>with <00:22:43.425>this, <00:22:43.512>this <00:22:43.600>lets

00:22:43.990 --> 00:22:44.000 align:start position:0%
<00:22:43.990>want <00:22:43.991>to <00:22:43.992>play <00:22:43.993>around <00:22:43.995>with <00:22:43.996>this, <00:22:43.997>this <00:22:43.999>lets

00:22:44.000 --> 00:22:46.830 align:start position:0%
<00:22:44.000>want <00:22:44.107>to <00:22:44.215>play <00:22:44.323>around <00:22:44.430>with <00:22:44.538>this, <00:22:44.646>this <00:22:44.753>lets <00:22:44.861>you <00:22:44.969>have <00:22:45.076>little <00:22:45.184>small <00:22:45.292>index <00:22:45.400>collections

00:22:46.830 --> 00:22:46.840 align:start position:0%
<00:22:46.830>you <00:22:46.831>have <00:22:46.833>little <00:22:46.835>small <00:22:46.837>index <00:22:46.839>collections

00:22:46.840 --> 00:22:48.790 align:start position:0%
<00:22:46.840>you <00:22:46.947>have <00:22:47.055>little <00:22:47.163>small <00:22:47.270>index <00:22:47.378>collections <00:22:47.486>that <00:22:47.593>you <00:22:47.701>can <00:22:47.809>ultimately <00:22:47.916>just <00:22:48.024>pull <00:22:48.132>in <00:22:48.240>on

00:22:48.790 --> 00:22:48.800 align:start position:0%
<00:22:48.790>that <00:22:48.791>you <00:22:48.792>can <00:22:48.793>ultimately <00:22:48.795>just <00:22:48.796>pull <00:22:48.797>in <00:22:48.799>on

00:22:48.800 --> 00:22:52.190 align:start position:0%
<00:22:48.800>that <00:22:48.893>you <00:22:48.986>can <00:22:49.080>ultimately <00:22:49.173>just <00:22:49.266>pull <00:22:49.360>in <00:22:49.453>on <00:22:49.546>demand. <00:22:49.639>And <00:22:49.733>it's <00:22:49.826>it's <00:22:49.919>exposed <00:22:50.013>via <00:22:50.106>an <00:22:50.200>MCP

00:22:52.190 --> 00:22:52.200 align:start position:0%
<00:22:52.190>demand. <00:22:52.191>And <00:22:52.192>it's <00:22:52.193>it's <00:22:52.195>exposed <00:22:52.196>via <00:22:52.197>an <00:22:52.199>MCP

00:22:52.200 --> 00:22:54.830 align:start position:0%
<00:22:52.200>demand. <00:22:52.300>And <00:22:52.400>it's <00:22:52.500>it's <00:22:52.600>exposed <00:22:52.700>via <00:22:52.800>an <00:22:52.900>MCP <00:22:53.000>server. <00:22:53.100>Super <00:22:53.200>easy. <00:22:53.300>If <00:22:53.400>you <00:22:53.500>happen <00:22:53.600>to

00:22:54.830 --> 00:22:54.840 align:start position:0%
<00:22:54.830>server. <00:22:54.831>Super <00:22:54.832>easy. <00:22:54.834>If <00:22:54.836>you <00:22:54.837>happen <00:22:54.839>to

00:22:54.840 --> 00:22:56.350 align:start position:0%
<00:22:54.840>server. <00:22:54.991>Super <00:22:55.141>easy. <00:22:55.293>If <00:22:55.444>you <00:22:55.594>happen <00:22:55.745>to <00:22:55.897>work <00:22:56.048>with <00:22:56.198>Quarkus,

00:22:56.350 --> 00:22:56.360 align:start position:0%
<00:22:56.350>work <00:22:56.354>with <00:22:56.359>Quarkus,

00:22:56.360 --> 00:22:59.630 align:start position:0%
<00:22:56.360>work <00:22:56.515>with <00:22:56.671>Quarkus, <00:22:56.826>Quarkus <00:22:56.982>comes <00:22:57.137>with <00:22:57.293>a <00:22:57.448>ton <00:22:57.604>of <00:22:57.760>built-in

00:22:59.630 --> 00:22:59.640 align:start position:0%
<00:22:59.630>Quarkus <00:22:59.631>comes <00:22:59.633>with <00:22:59.634>a <00:22:59.636>ton <00:22:59.637>of <00:22:59.639>built-in

00:22:59.640 --> 00:23:02.230 align:start position:0%
<00:22:59.640>Quarkus <00:22:59.767>comes <00:22:59.894>with <00:23:00.021>a <00:23:00.149>ton <00:23:00.276>of <00:23:00.403>built-in <00:23:00.530>time <00:23:00.658>optimizations. <00:23:00.785>Helps <00:23:00.912>you <00:23:01.040>write

00:23:02.230 --> 00:23:02.240 align:start position:0%
<00:23:02.230>time <00:23:02.232>optimizations. <00:23:02.234>Helps <00:23:02.236>you <00:23:02.239>write

00:23:02.240 --> 00:23:05.590 align:start position:0%
<00:23:02.240>time <00:23:02.395>optimizations. <00:23:02.551>Helps <00:23:02.706>you <00:23:02.862>write <00:23:03.017>super <00:23:03.173>efficient <00:23:03.328>Java <00:23:03.484>code, <00:23:03.640>server-side

00:23:05.590 --> 00:23:05.600 align:start position:0%
<00:23:05.590>super <00:23:05.592>efficient <00:23:05.594>Java <00:23:05.596>code, <00:23:05.599>server-side

00:23:05.600 --> 00:23:07.670 align:start position:0%
<00:23:05.600>super <00:23:05.755>efficient <00:23:05.911>Java <00:23:06.066>code, <00:23:06.222>server-side <00:23:06.377>code, <00:23:06.533>and <00:23:06.688>Quarkus <00:23:06.844>delivers <00:23:07.000>something

00:23:07.670 --> 00:23:07.680 align:start position:0%
<00:23:07.670>code, <00:23:07.672>and <00:23:07.674>Quarkus <00:23:07.676>delivers <00:23:07.679>something

00:23:07.680 --> 00:23:09.990 align:start position:0%
<00:23:07.680>code, <00:23:07.820>and <00:23:07.960>Quarkus <00:23:08.100>delivers <00:23:08.240>something <00:23:08.380>that's <00:23:08.520>called <00:23:08.660>the <00:23:08.800>Quarkus <00:23:08.940>Agent <00:23:09.080>MCP.

00:23:09.990 --> 00:23:10.000 align:start position:0%
<00:23:09.990>that's <00:23:09.991>called <00:23:09.993>the <00:23:09.995>Quarkus <00:23:09.997>Agent <00:23:09.999>MCP.

00:23:10.000 --> 00:23:12.910 align:start position:0%
<00:23:10.000>that's <00:23:10.107>called <00:23:10.215>the <00:23:10.323>Quarkus <00:23:10.430>Agent <00:23:10.538>MCP. <00:23:10.646>That <00:23:10.753>is <00:23:10.861>an <00:23:10.969>MCP <00:23:11.076>server <00:23:11.184>that <00:23:11.292>comes <00:23:11.400>with

00:23:12.910 --> 00:23:12.920 align:start position:0%
<00:23:12.910>That <00:23:12.911>is <00:23:12.912>an <00:23:12.913>MCP <00:23:12.915>server <00:23:12.916>that <00:23:12.917>comes <00:23:12.919>with

00:23:12.920 --> 00:23:15.390 align:start position:0%
<00:23:12.920>That <00:23:13.036>is <00:23:13.153>an <00:23:13.270>MCP <00:23:13.386>server <00:23:13.503>that <00:23:13.620>comes <00:23:13.736>with <00:23:13.853>skills, <00:23:13.970>with <00:23:14.086>prompt <00:23:14.203>templates, <00:23:14.320>with

00:23:15.390 --> 00:23:15.400 align:start position:0%
<00:23:15.390>skills, <00:23:15.392>with <00:23:15.394>prompt <00:23:15.396>templates, <00:23:15.399>with

00:23:15.400 --> 00:23:17.950 align:start position:0%
<00:23:15.400>skills, <00:23:15.555>with <00:23:15.711>prompt <00:23:15.866>templates, <00:23:16.022>with <00:23:16.177>knowledge <00:23:16.333>about <00:23:16.488>the <00:23:16.644>Quarkus <00:23:16.800>version

00:23:17.950 --> 00:23:17.960 align:start position:0%
<00:23:17.950>knowledge <00:23:17.952>about <00:23:17.954>the <00:23:17.956>Quarkus <00:23:17.959>version

00:23:17.960 --> 00:23:21.270 align:start position:0%
<00:23:17.960>knowledge <00:23:18.115>about <00:23:18.271>the <00:23:18.426>Quarkus <00:23:18.582>version <00:23:18.737>you're <00:23:18.893>using, <00:23:19.048>like <00:23:19.204>documentation <00:23:19.360>search.

00:23:21.270 --> 00:23:21.280 align:start position:0%
<00:23:21.270>you're <00:23:21.272>using, <00:23:21.274>like <00:23:21.276>documentation <00:23:21.279>search.

00:23:21.280 --> 00:23:24.910 align:start position:0%
<00:23:21.280>you're <00:23:21.396>using, <00:23:21.513>like <00:23:21.629>documentation <00:23:21.746>search. <00:23:21.863>This <00:23:21.980>is <00:23:22.096>a <00:23:22.213>vast <00:23:22.330>difference <00:23:22.446>to <00:23:22.563>you <00:23:22.680>just

00:23:24.910 --> 00:23:24.920 align:start position:0%
<00:23:24.910>This <00:23:24.911>is <00:23:24.912>a <00:23:24.913>vast <00:23:24.915>difference <00:23:24.916>to <00:23:24.917>you <00:23:24.919>just

00:23:24.920 --> 00:23:28.670 align:start position:0%
<00:23:24.920>This <00:23:25.027>is <00:23:25.135>a <00:23:25.243>vast <00:23:25.350>difference <00:23:25.458>to <00:23:25.566>you <00:23:25.673>just <00:23:25.781>building <00:23:25.889>something <00:23:25.996>on <00:23:26.104>a <00:23:26.212>Quarkus <00:23:26.320>plain

00:23:28.670 --> 00:23:28.680 align:start position:0%
<00:23:28.670>building <00:23:28.671>something <00:23:28.673>on <00:23:28.675>a <00:23:28.677>Quarkus <00:23:28.679>plain

00:23:28.680 --> 00:23:32.110 align:start position:0%
<00:23:28.680>building <00:23:28.796>something <00:23:28.913>on <00:23:29.030>a <00:23:29.146>Quarkus <00:23:29.263>plain <00:23:29.380>installation <00:23:29.496>um <00:23:29.613>with <00:23:29.730>a <00:23:29.846>random <00:23:29.963>agent. <00:23:30.080>You

00:23:32.110 --> 00:23:32.120 align:start position:0%
<00:23:32.110>installation <00:23:32.111>um <00:23:32.112>with <00:23:32.114>a <00:23:32.116>random <00:23:32.117>agent. <00:23:32.119>You

00:23:32.120 --> 00:23:34.110 align:start position:0%
<00:23:32.120>installation <00:23:32.236>um <00:23:32.353>with <00:23:32.469>a <00:23:32.586>random <00:23:32.703>agent. <00:23:32.820>You <00:23:32.936>can <00:23:33.053>literally <00:23:33.169>see <00:23:33.286>the <00:23:33.403>difference. <00:23:33.520>It's

00:23:34.110 --> 00:23:34.120 align:start position:0%
<00:23:34.110>can <00:23:34.111>literally <00:23:34.113>see <00:23:34.115>the <00:23:34.117>difference. <00:23:34.119>It's

00:23:34.120 --> 00:23:36.110 align:start position:0%
<00:23:34.120>can <00:23:34.294>literally <00:23:34.469>see <00:23:34.645>the <00:23:34.820>difference. <00:23:34.995>It's <00:23:35.169>night <00:23:35.344>and <00:23:35.520>day.

00:23:36.110 --> 00:23:36.120 align:start position:0%
<00:23:36.110>night <00:23:36.114>and <00:23:36.119>day.

00:23:36.120 --> 00:23:39.190 align:start position:0%
<00:23:36.120>night <00:23:36.247>and <00:23:36.374>day. <00:23:36.501>Context <00:23:36.629>7 <00:23:36.756>is <00:23:36.883>my <00:23:37.010>other <00:23:37.138>go-to. <00:23:37.265>Um <00:23:37.392>I <00:23:37.520>use

00:23:39.190 --> 00:23:39.200 align:start position:0%
<00:23:39.190>Context <00:23:39.191>7 <00:23:39.192>is <00:23:39.193>my <00:23:39.194>other <00:23:39.195>go-to. <00:23:39.196>Um <00:23:39.197>I <00:23:39.199>use

00:23:39.200 --> 00:23:41.030 align:start position:0%
<00:23:39.200>Context <00:23:39.282>7 <00:23:39.364>is <00:23:39.447>my <00:23:39.529>other <00:23:39.611>go-to. <00:23:39.694>Um <00:23:39.776>I <00:23:39.858>use <00:23:39.941>this <00:23:40.023>a <00:23:40.105>lot <00:23:40.188>and <00:23:40.270>I'm <00:23:40.352>still <00:23:40.435>on <00:23:40.517>the <00:23:40.600>free

00:23:41.030 --> 00:23:41.040 align:start position:0%
<00:23:41.030>this <00:23:41.031>a <00:23:41.032>lot <00:23:41.033>and <00:23:41.034>I'm <00:23:41.035>still <00:23:41.036>on <00:23:41.037>the <00:23:41.039>free

00:23:41.040 --> 00:23:43.630 align:start position:0%
<00:23:41.040>this <00:23:41.139>a <00:23:41.240>lot <00:23:41.340>and <00:23:41.440>I'm <00:23:41.540>still <00:23:41.639>on <00:23:41.740>the <00:23:41.840>free <00:23:41.940>tier. <00:23:42.040>Don't <00:23:42.139>tell <00:23:42.240>anybody. <00:23:42.340>Um <00:23:42.440>it's

00:23:43.630 --> 00:23:43.640 align:start position:0%
<00:23:43.630>tier. <00:23:43.631>Don't <00:23:43.633>tell <00:23:43.635>anybody. <00:23:43.637>Um <00:23:43.639>it's

00:23:43.640 --> 00:23:46.470 align:start position:0%
<00:23:43.640>tier. <00:23:43.767>Don't <00:23:43.894>tell <00:23:44.021>anybody. <00:23:44.149>Um <00:23:44.276>it's <00:23:44.403>probably <00:23:44.530>one <00:23:44.658>of <00:23:44.785>the <00:23:44.912>easiest <00:23:45.040>ways

00:23:46.470 --> 00:23:46.480 align:start position:0%
<00:23:46.470>probably <00:23:46.471>one <00:23:46.473>of <00:23:46.475>the <00:23:46.477>easiest <00:23:46.479>ways

00:23:46.480 --> 00:23:49.350 align:start position:0%
<00:23:46.480>probably <00:23:46.620>one <00:23:46.760>of <00:23:46.900>the <00:23:47.040>easiest <00:23:47.180>ways <00:23:47.320>uh <00:23:47.460>to <00:23:47.600>have <00:23:47.740>your <00:23:47.880>agent

00:23:49.350 --> 00:23:49.360 align:start position:0%
<00:23:49.350>uh <00:23:49.352>to <00:23:49.354>have <00:23:49.356>your <00:23:49.359>agent

00:23:49.360 --> 00:23:51.390 align:start position:0%
<00:23:49.360>uh <00:23:49.487>to <00:23:49.614>have <00:23:49.741>your <00:23:49.869>agent <00:23:49.996>going <00:23:50.123>into <00:23:50.250>the <00:23:50.378>right <00:23:50.505>direction. <00:23:50.632>Just <00:23:50.760>by

00:23:51.390 --> 00:23:51.400 align:start position:0%
<00:23:51.390>going <00:23:51.391>into <00:23:51.393>the <00:23:51.394>right <00:23:51.396>direction. <00:23:51.397>Just <00:23:51.399>by

00:23:51.400 --> 00:23:53.910 align:start position:0%
<00:23:51.400>going <00:23:51.507>into <00:23:51.615>the <00:23:51.723>right <00:23:51.830>direction. <00:23:51.938>Just <00:23:52.046>by <00:23:52.153>knowing <00:23:52.261>what <00:23:52.369>kind <00:23:52.476>of <00:23:52.584>version <00:23:52.692>of <00:23:52.800>what

00:23:53.910 --> 00:23:53.920 align:start position:0%
<00:23:53.910>knowing <00:23:53.911>what <00:23:53.913>kind <00:23:53.914>of <00:23:53.916>version <00:23:53.917>of <00:23:53.919>what

00:23:53.920 --> 00:23:55.630 align:start position:0%
<00:23:53.920>knowing <00:23:54.036>what <00:23:54.153>kind <00:23:54.270>of <00:23:54.386>version <00:23:54.503>of <00:23:54.620>what <00:23:54.736>kind <00:23:54.853>of <00:23:54.970>framework <00:23:55.086>or <00:23:55.203>technology <00:23:55.320>you're

00:23:55.630 --> 00:23:55.640 align:start position:0%
<00:23:55.630>kind <00:23:55.631>of <00:23:55.633>framework <00:23:55.635>or <00:23:55.637>technology <00:23:55.639>you're

00:23:55.640 --> 00:23:57.590 align:start position:0%
<00:23:55.640>kind <00:23:55.873>of <00:23:56.106>framework <00:23:56.340>or <00:23:56.573>technology <00:23:56.806>you're <00:23:57.040>using.

00:23:57.590 --> 00:23:57.600 align:start position:0%
using.

00:23:57.600 --> 00:24:00.590 align:start position:0%
<00:23:57.600>using. <00:23:57.800>Quarkus <00:23:58.000>also <00:23:58.199>exposes <00:23:58.399>a <00:23:58.600>runtime <00:23:58.800>live <00:23:59.000>MCP

00:24:00.590 --> 00:24:00.600 align:start position:0%
<00:24:00.590>Quarkus <00:24:00.591>also <00:24:00.592>exposes <00:24:00.594>a <00:24:00.596>runtime <00:24:00.597>live <00:24:00.599>MCP

00:24:00.600 --> 00:24:03.910 align:start position:0%
<00:24:00.600>Quarkus <00:24:00.716>also <00:24:00.833>exposes <00:24:00.949>a <00:24:01.066>runtime <00:24:01.183>live <00:24:01.300>MCP <00:24:01.416>endpoint <00:24:01.533>um <00:24:01.649>that <00:24:01.766>has <00:24:01.883>one <00:24:02.000>limitation.

00:24:03.910 --> 00:24:03.920 align:start position:0%
<00:24:03.910>endpoint <00:24:03.911>um <00:24:03.913>that <00:24:03.915>has <00:24:03.917>one <00:24:03.919>limitation.

00:24:03.920 --> 00:24:05.670 align:start position:0%
<00:24:03.920>endpoint <00:24:04.047>um <00:24:04.174>that <00:24:04.301>has <00:24:04.429>one <00:24:04.556>limitation. <00:24:04.683>Your <00:24:04.810>Quarkus <00:24:04.938>application <00:24:05.065>actually <00:24:05.192>has <00:24:05.320>to

00:24:05.670 --> 00:24:05.680 align:start position:0%
<00:24:05.670>Your <00:24:05.671>Quarkus <00:24:05.673>application <00:24:05.675>actually <00:24:05.677>has <00:24:05.679>to

00:24:05.680 --> 00:24:08.630 align:start position:0%
<00:24:05.680>Your <00:24:05.780>Quarkus <00:24:05.880>application <00:24:05.980>actually <00:24:06.080>has <00:24:06.180>to <00:24:06.280>be <00:24:06.380>running, <00:24:06.480>but <00:24:06.580>as <00:24:06.680>soon <00:24:06.780>as <00:24:06.880>it <00:24:06.980>runs, <00:24:07.080>you

00:24:08.630 --> 00:24:08.640 align:start position:0%
<00:24:08.630>be <00:24:08.631>running, <00:24:08.632>but <00:24:08.633>as <00:24:08.634>soon <00:24:08.635>as <00:24:08.636>it <00:24:08.637>runs, <00:24:08.639>you

00:24:08.640 --> 00:24:11.790 align:start position:0%
<00:24:08.640>be <00:24:08.733>running, <00:24:08.826>but <00:24:08.920>as <00:24:09.013>soon <00:24:09.106>as <00:24:09.200>it <00:24:09.293>runs, <00:24:09.386>you <00:24:09.480>get <00:24:09.573>runtime <00:24:09.666>information <00:24:09.760>live <00:24:09.853>out <00:24:09.946>of <00:24:10.040>your

00:24:11.790 --> 00:24:11.800 align:start position:0%
<00:24:11.790>get <00:24:11.791>runtime <00:24:11.793>information <00:24:11.794>live <00:24:11.796>out <00:24:11.797>of <00:24:11.799>your

00:24:11.800 --> 00:24:14.430 align:start position:0%
<00:24:11.800>get <00:24:11.916>runtime <00:24:12.033>information <00:24:12.149>live <00:24:12.266>out <00:24:12.383>of <00:24:12.500>your <00:24:12.616>development <00:24:12.733>environment. <00:24:12.850>Um <00:24:12.966>I <00:24:13.083>have <00:24:13.200>not

00:24:14.430 --> 00:24:14.440 align:start position:0%
<00:24:14.430>development <00:24:14.431>environment. <00:24:14.433>Um <00:24:14.435>I <00:24:14.437>have <00:24:14.439>not

00:24:14.440 --> 00:24:16.390 align:start position:0%
<00:24:14.440>development <00:24:14.547>environment. <00:24:14.655>Um <00:24:14.763>I <00:24:14.870>have <00:24:14.978>not <00:24:15.086>seen <00:24:15.193>this <00:24:15.301>before <00:24:15.409>ever, <00:24:15.516>and <00:24:15.624>it <00:24:15.732>makes <00:24:15.840>a

00:24:16.390 --> 00:24:16.400 align:start position:0%
<00:24:16.390>seen <00:24:16.391>this <00:24:16.392>before <00:24:16.393>ever, <00:24:16.395>and <00:24:16.396>it <00:24:16.397>makes <00:24:16.399>a

00:24:16.400 --> 00:24:18.030 align:start position:0%
<00:24:16.400>seen <00:24:16.507>this <00:24:16.615>before <00:24:16.723>ever, <00:24:16.830>and <00:24:16.938>it <00:24:17.046>makes <00:24:17.153>a <00:24:17.261>real <00:24:17.369>difference <00:24:17.476>if <00:24:17.584>you're <00:24:17.692>starting <00:24:17.800>to

00:24:18.030 --> 00:24:18.040 align:start position:0%
<00:24:18.030>real <00:24:18.031>difference <00:24:18.033>if <00:24:18.035>you're <00:24:18.037>starting <00:24:18.039>to

00:24:18.040 --> 00:24:20.001 align:start position:0%
<00:24:18.040>real <00:24:18.215>difference <00:24:18.389>if <00:24:18.565>you're <00:24:18.740>starting <00:24:18.915>to <00:24:19.090>optimize <00:24:19.264>your <00:24:19.440>applications.

00:24:20.001 --> 00:24:20.011 align:start position:0%
<00:24:20.001>optimize <00:24:20.005>your <00:24:20.010>applications.

00:24:20.011 --> 00:24:20.550 align:start position:0%
<00:24:20.011>optimize <00:24:20.132>your <00:24:20.253>applications. <00:24:20.374>&gt;&gt; <00:24:20.496>[snorts]

00:24:20.550 --> 00:24:20.560 align:start position:0%
<00:24:20.550>&gt;&gt; <00:24:20.559>[snorts]

00:24:20.560 --> 00:24:22.710 align:start position:0%
<00:24:20.560>&gt;&gt; <00:24:20.735>[snorts] <00:24:20.909>&gt;&gt; <00:24:21.085>Personal <00:24:21.260>memory <00:24:21.435>can <00:24:21.610>also <00:24:21.784>be <00:24:21.960>grounding.

00:24:22.710 --> 00:24:22.720 align:start position:0%
<00:24:22.710>&gt;&gt; <00:24:22.711>Personal <00:24:22.713>memory <00:24:22.714>can <00:24:22.716>also <00:24:22.717>be <00:24:22.719>grounding.

00:24:22.720 --> 00:24:23.990 align:start position:0%
<00:24:22.720>&gt;&gt; <00:24:22.883>Personal <00:24:23.046>memory <00:24:23.209>can <00:24:23.373>also <00:24:23.536>be <00:24:23.699>grounding. <00:24:23.863>Um

00:24:23.990 --> 00:24:24.000 align:start position:0%
Um

00:24:24.000 --> 00:24:25.150 align:start position:0%
<00:24:24.000>Um <00:24:25.035>I

00:24:25.150 --> 00:24:25.160 align:start position:0%
I

00:24:25.160 --> 00:24:27.390 align:start position:0%
<00:24:25.160>I <00:24:25.360>don't <00:24:25.560>know <00:24:25.760>if <00:24:25.960>I <00:24:26.160>like <00:24:26.360>this. <00:24:26.560>Um

00:24:27.390 --> 00:24:27.400 align:start position:0%
<00:24:27.390>don't <00:24:27.391>know <00:24:27.393>if <00:24:27.394>I <00:24:27.396>like <00:24:27.397>this. <00:24:27.399>Um

00:24:27.400 --> 00:24:29.590 align:start position:0%
<00:24:27.400>don't <00:24:27.507>know <00:24:27.615>if <00:24:27.723>I <00:24:27.830>like <00:24:27.938>this. <00:24:28.046>Um <00:24:28.153>superpowers <00:24:28.261>is <00:24:28.369>being <00:24:28.476>mentioned <00:24:28.584>as <00:24:28.692>one <00:24:28.800>of

00:24:29.590 --> 00:24:29.600 align:start position:0%
<00:24:29.590>superpowers <00:24:29.591>is <00:24:29.592>being <00:24:29.594>mentioned <00:24:29.596>as <00:24:29.597>one <00:24:29.599>of

00:24:29.600 --> 00:24:33.350 align:start position:0%
<00:24:29.600>superpowers <00:24:29.727>is <00:24:29.854>being <00:24:29.981>mentioned <00:24:30.109>as <00:24:30.236>one <00:24:30.363>of <00:24:30.490>the <00:24:30.618>premier <00:24:30.745>skills. <00:24:30.872>I <00:24:31.000>have

00:24:33.350 --> 00:24:33.360 align:start position:0%
<00:24:33.350>the <00:24:33.352>premier <00:24:33.354>skills. <00:24:33.356>I <00:24:33.359>have

00:24:33.360 --> 00:24:34.590 align:start position:0%
<00:24:33.360>the <00:24:33.544>premier <00:24:33.728>skills. <00:24:33.913>I <00:24:34.098>have <00:24:34.282>used <00:24:34.466>it.

00:24:34.590 --> 00:24:34.600 align:start position:0%
<00:24:34.590>used <00:24:34.599>it.

00:24:34.600 --> 00:24:36.790 align:start position:0%
<00:24:34.600>used <00:24:34.774>it. <00:24:34.949>Um <00:24:35.125>it <00:24:35.300>doesn't <00:24:35.475>fit <00:24:35.649>my <00:24:35.824>personal <00:24:36.000>workflow.

00:24:36.790 --> 00:24:36.800 align:start position:0%
<00:24:36.790>Um <00:24:36.791>it <00:24:36.793>doesn't <00:24:36.794>fit <00:24:36.796>my <00:24:36.797>personal <00:24:36.799>workflow.

00:24:36.800 --> 00:24:39.470 align:start position:0%
<00:24:36.800>Um <00:24:36.907>it <00:24:37.015>doesn't <00:24:37.123>fit <00:24:37.230>my <00:24:37.338>personal <00:24:37.446>workflow. <00:24:37.553>I <00:24:37.661>love <00:24:37.769>my <00:24:37.876>workflow <00:24:37.984>and <00:24:38.092>not <00:24:38.200>somebody

00:24:39.470 --> 00:24:39.480 align:start position:0%
<00:24:39.470>I <00:24:39.471>love <00:24:39.473>my <00:24:39.474>workflow <00:24:39.476>and <00:24:39.477>not <00:24:39.479>somebody

00:24:39.480 --> 00:24:41.430 align:start position:0%
<00:24:39.480>I <00:24:39.596>love <00:24:39.713>my <00:24:39.830>workflow <00:24:39.946>and <00:24:40.063>not <00:24:40.180>somebody <00:24:40.296>else's <00:24:40.413>workflow. <00:24:40.530>So, <00:24:40.646>I'm <00:24:40.763>not <00:24:40.880>falling

00:24:41.430 --> 00:24:41.440 align:start position:0%
<00:24:41.430>else's <00:24:41.431>workflow. <00:24:41.433>So, <00:24:41.435>I'm <00:24:41.437>not <00:24:41.439>falling

00:24:41.440 --> 00:24:43.630 align:start position:0%
<00:24:41.440>else's <00:24:41.556>workflow. <00:24:41.673>So, <00:24:41.790>I'm <00:24:41.906>not <00:24:42.023>falling <00:24:42.140>back <00:24:42.256>to <00:24:42.373>to <00:24:42.490>standard <00:24:42.606>skills. <00:24:42.723>I'm <00:24:42.840>actually

00:24:43.630 --> 00:24:43.640 align:start position:0%
<00:24:43.630>back <00:24:43.631>to <00:24:43.633>to <00:24:43.634>standard <00:24:43.636>skills. <00:24:43.637>I'm <00:24:43.639>actually

00:24:43.640 --> 00:24:49.590 align:start position:0%
<00:24:43.640>back <00:24:43.740>to <00:24:43.840>to <00:24:43.940>standard <00:24:44.040>skills. <00:24:44.140>I'm <00:24:44.240>actually <00:24:44.340>building <00:24:44.440>my <00:24:44.540>own <00:24:44.640>skills <00:24:44.740>most <00:24:44.840>of <00:24:44.940>the <00:24:45.040>time.

00:24:49.600 --> 00:24:53.470 align:start position:0%
<00:24:49.600>I <00:24:49.833>think <00:24:50.066>it <00:24:50.300>is <00:24:50.533>super <00:24:50.766>important <00:24:51.000>that

00:24:53.470 --> 00:24:53.480 align:start position:0%
<00:24:53.470>I <00:24:53.471>think <00:24:53.473>it <00:24:53.474>is <00:24:53.476>super <00:24:53.477>important <00:24:53.479>that

00:24:53.480 --> 00:24:55.390 align:start position:0%
<00:24:53.480>I <00:24:53.596>think <00:24:53.713>it <00:24:53.830>is <00:24:53.946>super <00:24:54.063>important <00:24:54.180>that <00:24:54.296>you <00:24:54.413>start <00:24:54.530>to <00:24:54.646>understand <00:24:54.763>the <00:24:54.880>whole

00:24:55.390 --> 00:24:55.400 align:start position:0%
<00:24:55.390>you <00:24:55.391>start <00:24:55.393>to <00:24:55.395>understand <00:24:55.397>the <00:24:55.399>whole

00:24:55.400 --> 00:24:57.830 align:start position:0%
<00:24:55.400>you <00:24:55.527>start <00:24:55.654>to <00:24:55.781>understand <00:24:55.909>the <00:24:56.036>whole <00:24:56.163>picture <00:24:56.290>of <00:24:56.418>software <00:24:56.545>development <00:24:56.672>and <00:24:56.800>that

00:24:57.830 --> 00:24:57.840 align:start position:0%
<00:24:57.830>picture <00:24:57.831>of <00:24:57.833>software <00:24:57.835>development <00:24:57.837>and <00:24:57.839>that

00:24:57.840 --> 00:25:01.390 align:start position:0%
<00:24:57.840>picture <00:24:57.947>of <00:24:58.055>software <00:24:58.163>development <00:24:58.270>and <00:24:58.378>that <00:24:58.486>we <00:24:58.593>also <00:24:58.701>start <00:24:58.809>to <00:24:58.916>embody <00:24:59.024>all <00:24:59.132>this <00:24:59.240>into

00:25:01.390 --> 00:25:01.400 align:start position:0%
<00:25:01.390>we <00:25:01.391>also <00:25:01.392>start <00:25:01.393>to <00:25:01.395>embody <00:25:01.396>all <00:25:01.397>this <00:25:01.399>into

00:25:01.400 --> 00:25:04.070 align:start position:0%
<00:25:01.400>we <00:25:01.516>also <00:25:01.633>start <00:25:01.750>to <00:25:01.866>embody <00:25:01.983>all <00:25:02.100>this <00:25:02.216>into <00:25:02.333>our <00:25:02.450>agentic <00:25:02.566>product <00:25:02.683>development <00:25:02.800>life

00:25:04.070 --> 00:25:04.080 align:start position:0%
<00:25:04.070>our <00:25:04.072>agentic <00:25:04.074>product <00:25:04.076>development <00:25:04.079>life

00:25:04.080 --> 00:25:06.670 align:start position:0%
<00:25:04.080>our <00:25:04.235>agentic <00:25:04.391>product <00:25:04.546>development <00:25:04.702>life <00:25:04.857>cycle, <00:25:05.013>software <00:25:05.168>development <00:25:05.324>life <00:25:05.480>cycles.

00:25:06.670 --> 00:25:06.680 align:start position:0%
<00:25:06.670>cycle, <00:25:06.672>software <00:25:06.674>development <00:25:06.676>life <00:25:06.679>cycles.

00:25:06.680 --> 00:25:10.790 align:start position:0%
<00:25:06.680>cycle, <00:25:06.807>software <00:25:06.934>development <00:25:07.061>life <00:25:07.189>cycles. <00:25:07.316>Um <00:25:07.443>not <00:25:07.570>really <00:25:07.698>starting <00:25:07.825>about <00:25:07.952>thinking <00:25:08.080>um

00:25:10.790 --> 00:25:10.800 align:start position:0%
<00:25:10.790>Um <00:25:10.791>not <00:25:10.793>really <00:25:10.794>starting <00:25:10.796>about <00:25:10.797>thinking <00:25:10.799>um

00:25:10.800 --> 00:25:13.030 align:start position:0%
<00:25:10.800>Um <00:25:10.927>not <00:25:11.054>really <00:25:11.181>starting <00:25:11.309>about <00:25:11.436>thinking <00:25:11.563>um <00:25:11.690>how <00:25:11.818>to <00:25:11.945>create <00:25:12.072>code <00:25:12.200>faster,

00:25:13.030 --> 00:25:13.040 align:start position:0%
<00:25:13.030>how <00:25:13.032>to <00:25:13.034>create <00:25:13.036>code <00:25:13.039>faster,

00:25:13.040 --> 00:25:15.150 align:start position:0%
<00:25:13.040>how <00:25:13.180>to <00:25:13.320>create <00:25:13.460>code <00:25:13.600>faster, <00:25:13.740>but <00:25:13.879>thinking <00:25:14.020>about <00:25:14.159>how <00:25:14.300>to <00:25:14.440>make

00:25:15.150 --> 00:25:15.160 align:start position:0%
<00:25:15.150>but <00:25:15.151>thinking <00:25:15.153>about <00:25:15.155>how <00:25:15.157>to <00:25:15.159>make

00:25:15.160 --> 00:25:19.070 align:start position:0%
<00:25:15.160>but <00:25:15.267>thinking <00:25:15.375>about <00:25:15.483>how <00:25:15.590>to <00:25:15.698>make <00:25:15.806>changes <00:25:15.913>safer, <00:25:16.021>and <00:25:16.129>how <00:25:16.236>to <00:25:16.344>make <00:25:16.452>your <00:25:16.560>AI

00:25:19.070 --> 00:25:19.080 align:start position:0%
<00:25:19.070>changes <00:25:19.071>safer, <00:25:19.072>and <00:25:19.073>how <00:25:19.075>to <00:25:19.076>make <00:25:19.077>your <00:25:19.079>AI

00:25:19.080 --> 00:25:22.110 align:start position:0%
<00:25:19.080>changes <00:25:19.179>safer, <00:25:19.280>and <00:25:19.379>how <00:25:19.480>to <00:25:19.580>make <00:25:19.679>your <00:25:19.780>AI <00:25:19.879>more <00:25:19.980>intelligent <00:25:20.080>with <00:25:20.179>all <00:25:20.280>the <00:25:20.379>context <00:25:20.480>it

00:25:22.110 --> 00:25:22.120 align:start position:0%
<00:25:22.110>more <00:25:22.111>intelligent <00:25:22.112>with <00:25:22.114>all <00:25:22.116>the <00:25:22.117>context <00:25:22.119>it

00:25:22.120 --> 00:25:24.270 align:start position:0%
<00:25:22.120>more <00:25:22.227>intelligent <00:25:22.335>with <00:25:22.443>all <00:25:22.550>the <00:25:22.658>context <00:25:22.766>it <00:25:22.873>actually <00:25:22.981>needs <00:25:23.089>to <00:25:23.196>produce <00:25:23.304>the <00:25:23.412>results <00:25:23.520>we

00:25:24.270 --> 00:25:24.280 align:start position:0%
<00:25:24.270>actually <00:25:24.271>needs <00:25:24.273>to <00:25:24.274>produce <00:25:24.276>the <00:25:24.277>results <00:25:24.279>we

00:25:24.280 --> 00:25:26.390 align:start position:0%
<00:25:24.280>actually <00:25:24.435>needs <00:25:24.591>to <00:25:24.746>produce <00:25:24.902>the <00:25:25.057>results <00:25:25.213>we <00:25:25.368>want. <00:25:25.524>And <00:25:25.680>uh

00:25:26.390 --> 00:25:26.400 align:start position:0%
<00:25:26.390>want. <00:25:26.394>And <00:25:26.399>uh

00:25:26.400 --> 00:25:29.950 align:start position:0%
<00:25:26.400>want. <00:25:26.527>And <00:25:26.654>uh <00:25:26.781>one <00:25:26.909>very <00:25:27.036>good <00:25:27.163>approach <00:25:27.290>is <00:25:27.418>to <00:25:27.545>do <00:25:27.672>this <00:25:27.800>in

00:25:29.950 --> 00:25:29.960 align:start position:0%
<00:25:29.950>one <00:25:29.951>very <00:25:29.952>good <00:25:29.953>approach <00:25:29.954>is <00:25:29.955>to <00:25:29.956>do <00:25:29.957>this <00:25:29.959>in

00:25:29.960 --> 00:25:32.470 align:start position:0%
<00:25:29.960>one <00:25:30.053>very <00:25:30.146>good <00:25:30.240>approach <00:25:30.333>is <00:25:30.426>to <00:25:30.520>do <00:25:30.613>this <00:25:30.706>in <00:25:30.800>phases, <00:25:30.893>and <00:25:30.986>not <00:25:31.080>just <00:25:31.173>in <00:25:31.266>in <00:25:31.360>one-shot

00:25:32.470 --> 00:25:32.480 align:start position:0%
<00:25:32.470>phases, <00:25:32.471>and <00:25:32.473>not <00:25:32.474>just <00:25:32.476>in <00:25:32.477>in <00:25:32.479>one-shot

00:25:32.480 --> 00:25:35.910 align:start position:0%
<00:25:32.480>phases, <00:25:32.607>and <00:25:32.734>not <00:25:32.861>just <00:25:32.989>in <00:25:33.116>in <00:25:33.243>one-shot <00:25:33.370>sessions, <00:25:33.498>right? <00:25:33.625>So, <00:25:33.752>explicitly <00:25:33.880>drive

00:25:35.910 --> 00:25:35.920 align:start position:0%
<00:25:35.910>sessions, <00:25:35.912>right? <00:25:35.914>So, <00:25:35.916>explicitly <00:25:35.919>drive

00:25:35.920 --> 00:25:39.350 align:start position:0%
<00:25:35.920>sessions, <00:25:36.060>right? <00:25:36.200>So, <00:25:36.340>explicitly <00:25:36.480>drive <00:25:36.620>exploration, <00:25:36.760>save <00:25:36.900>what <00:25:37.040>you <00:25:37.180>explore, <00:25:37.320>use

00:25:39.350 --> 00:25:39.360 align:start position:0%
<00:25:39.350>exploration, <00:25:39.351>save <00:25:39.353>what <00:25:39.355>you <00:25:39.357>explore, <00:25:39.359>use

00:25:39.360 --> 00:25:42.070 align:start position:0%
<00:25:39.360>exploration, <00:25:39.467>save <00:25:39.575>what <00:25:39.683>you <00:25:39.790>explore, <00:25:39.898>use <00:25:40.006>this <00:25:40.113>as <00:25:40.221>input <00:25:40.329>for <00:25:40.436>any <00:25:40.544>kind <00:25:40.652>of <00:25:40.760>decisions

00:25:42.070 --> 00:25:42.080 align:start position:0%
<00:25:42.070>this <00:25:42.071>as <00:25:42.072>input <00:25:42.073>for <00:25:42.075>any <00:25:42.076>kind <00:25:42.077>of <00:25:42.079>decisions

00:25:42.080 --> 00:25:44.110 align:start position:0%
<00:25:42.080>this <00:25:42.173>as <00:25:42.266>input <00:25:42.360>for <00:25:42.453>any <00:25:42.546>kind <00:25:42.639>of <00:25:42.733>decisions <00:25:42.826>that <00:25:42.919>you <00:25:43.013>are <00:25:43.106>going <00:25:43.199>to <00:25:43.293>to <00:25:43.386>derive <00:25:43.480>from

00:25:44.110 --> 00:25:44.120 align:start position:0%
<00:25:44.110>that <00:25:44.111>you <00:25:44.112>are <00:25:44.113>going <00:25:44.115>to <00:25:44.116>to <00:25:44.117>derive <00:25:44.119>from

00:25:44.120 --> 00:25:47.990 align:start position:0%
<00:25:44.120>that <00:25:44.213>you <00:25:44.306>are <00:25:44.399>going <00:25:44.493>to <00:25:44.586>to <00:25:44.679>derive <00:25:44.773>from <00:25:44.866>this. <00:25:44.959>Make <00:25:45.053>sure <00:25:45.146>you <00:25:45.239>review <00:25:45.333>this, <00:25:45.426>um <00:25:45.520>and

00:25:47.990 --> 00:25:48.000 align:start position:0%
<00:25:47.990>this. <00:25:47.991>Make <00:25:47.992>sure <00:25:47.993>you <00:25:47.995>review <00:25:47.996>this, <00:25:47.997>um <00:25:47.999>and

00:25:48.000 --> 00:25:51.510 align:start position:0%
<00:25:48.000>this. <00:25:48.082>Make <00:25:48.164>sure <00:25:48.247>you <00:25:48.329>review <00:25:48.411>this, <00:25:48.494>um <00:25:48.576>and <00:25:48.658>go <00:25:48.741>all <00:25:48.823>the <00:25:48.905>way <00:25:48.988>to <00:25:49.070>a <00:25:49.152>fix. <00:25:49.235>This <00:25:49.317>is <00:25:49.400>almost

00:25:51.510 --> 00:25:51.520 align:start position:0%
<00:25:51.510>go <00:25:51.511>all <00:25:51.512>the <00:25:51.513>way <00:25:51.514>to <00:25:51.514>a <00:25:51.516>fix. <00:25:51.517>This <00:25:51.518>is <00:25:51.519>almost

00:25:51.520 --> 00:25:55.110 align:start position:0%
<00:25:51.520>go <00:25:51.607>all <00:25:51.695>the <00:25:51.782>way <00:25:51.870>to <00:25:51.957>a <00:25:52.045>fix. <00:25:52.132>This <00:25:52.220>is <00:25:52.307>almost <00:25:52.395>a <00:25:52.482>process <00:25:52.570>that <00:25:52.657>I'm <00:25:52.745>building. <00:25:52.832>If <00:25:52.920>you're

00:25:55.110 --> 00:25:55.120 align:start position:0%
<00:25:55.110>a <00:25:55.111>process <00:25:55.112>that <00:25:55.114>I'm <00:25:55.116>building. <00:25:55.117>If <00:25:55.119>you're

00:25:55.120 --> 00:25:57.590 align:start position:0%
<00:25:55.120>a <00:25:55.227>process <00:25:55.335>that <00:25:55.443>I'm <00:25:55.550>building. <00:25:55.658>If <00:25:55.766>you're <00:25:55.873>curious, <00:25:55.981>you <00:25:56.089>can <00:25:56.196>actually <00:25:56.304>run <00:25:56.412>an <00:25:56.520>example

00:25:57.590 --> 00:25:57.600 align:start position:0%
<00:25:57.590>curious, <00:25:57.591>you <00:25:57.592>can <00:25:57.594>actually <00:25:57.596>run <00:25:57.597>an <00:25:57.599>example

00:25:57.600 --> 00:25:59.830 align:start position:0%
<00:25:57.600>curious, <00:25:57.693>you <00:25:57.786>can <00:25:57.879>actually <00:25:57.973>run <00:25:58.066>an <00:25:58.159>example <00:25:58.253>in <00:25:58.346>the <00:25:58.439>IBM <00:25:58.533>booth. <00:25:58.626>Um <00:25:58.719>there <00:25:58.813>is <00:25:58.906>a <00:25:59.000>little

00:25:59.830 --> 00:25:59.840 align:start position:0%
<00:25:59.830>in <00:25:59.831>the <00:25:59.832>IBM <00:25:59.833>booth. <00:25:59.834>Um <00:25:59.835>there <00:25:59.836>is <00:25:59.837>a <00:25:59.839>little

00:25:59.840 --> 00:26:02.670 align:start position:0%
<00:25:59.840>in <00:25:59.939>the <00:26:00.040>IBM <00:26:00.139>booth. <00:26:00.240>Um <00:26:00.340>there <00:26:00.439>is <00:26:00.540>a <00:26:00.639>little <00:26:00.740>demo <00:26:00.840>running <00:26:00.939>that <00:26:01.040>follows <00:26:01.139>exactly <00:26:01.240>these

00:26:02.670 --> 00:26:02.680 align:start position:0%
<00:26:02.670>demo <00:26:02.671>running <00:26:02.673>that <00:26:02.675>follows <00:26:02.677>exactly <00:26:02.679>these

00:26:02.680 --> 00:26:05.790 align:start position:0%
<00:26:02.680>demo <00:26:02.787>running <00:26:02.895>that <00:26:03.003>follows <00:26:03.110>exactly <00:26:03.218>these <00:26:03.326>kind <00:26:03.433>of <00:26:03.541>steps, <00:26:03.649>and <00:26:03.756>was <00:26:03.864>just <00:26:03.972>built <00:26:04.080>as

00:26:05.790 --> 00:26:05.800 align:start position:0%
<00:26:05.790>kind <00:26:05.791>of <00:26:05.792>steps, <00:26:05.793>and <00:26:05.795>was <00:26:05.796>just <00:26:05.797>built <00:26:05.799>as

00:26:05.800 --> 00:26:08.070 align:start position:0%
<00:26:05.800>kind <00:26:05.893>of <00:26:05.986>steps, <00:26:06.080>and <00:26:06.173>was <00:26:06.266>just <00:26:06.360>built <00:26:06.453>as <00:26:06.546>like <00:26:06.639>a <00:26:06.733>little <00:26:06.826>case <00:26:06.919>that <00:26:07.013>you <00:26:07.106>can <00:26:07.200>play.

00:26:08.070 --> 00:26:08.080 align:start position:0%
<00:26:08.070>like <00:26:08.071>a <00:26:08.072>little <00:26:08.073>case <00:26:08.075>that <00:26:08.076>you <00:26:08.077>can <00:26:08.079>play.

00:26:08.080 --> 00:26:10.190 align:start position:0%
<00:26:08.080>like <00:26:08.167>a <00:26:08.254>little <00:26:08.342>case <00:26:08.429>that <00:26:08.517>you <00:26:08.605>can <00:26:08.692>play. <00:26:08.780>So, <00:26:08.867>it's <00:26:08.955>a <00:26:09.042>booth <00:26:09.129>game. <00:26:09.217>Come <00:26:09.304>try <00:26:09.392>this <00:26:09.480>out

00:26:10.190 --> 00:26:10.200 align:start position:0%
<00:26:10.190>So, <00:26:10.191>it's <00:26:10.192>a <00:26:10.193>booth <00:26:10.194>game. <00:26:10.195>Come <00:26:10.196>try <00:26:10.197>this <00:26:10.199>out

00:26:10.200 --> 00:26:11.390 align:start position:0%
<00:26:10.200>So, <00:26:10.297>it's <00:26:10.394>a <00:26:10.492>booth <00:26:10.589>game. <00:26:10.686>Come <00:26:10.784>try <00:26:10.881>this <00:26:10.978>out <00:26:11.076>when <00:26:11.173>you <00:26:11.271>want.

00:26:11.390 --> 00:26:11.400 align:start position:0%
<00:26:11.390>when <00:26:11.394>you <00:26:11.399>want.

00:26:11.400 --> 00:26:12.710 align:start position:0%
<00:26:11.400>when <00:26:11.793>you <00:26:12.186>want. <00:26:12.579>Um

00:26:12.710 --> 00:26:12.720 align:start position:0%
Um

00:26:12.720 --> 00:26:15.950 align:start position:0%
<00:26:12.720>Um <00:26:13.070>treat <00:26:13.420>AI-generated <00:26:13.770>code <00:26:14.120>as

00:26:15.950 --> 00:26:15.960 align:start position:0%
<00:26:15.950>treat <00:26:15.953>AI-generated <00:26:15.956>code <00:26:15.959>as

00:26:15.960 --> 00:26:17.910 align:start position:0%
<00:26:15.960>treat <00:26:16.135>AI-generated <00:26:16.310>code <00:26:16.485>as <00:26:16.660>pull <00:26:16.835>requests <00:26:17.010>from <00:26:17.185>community <00:26:17.360>members

00:26:17.910 --> 00:26:17.920 align:start position:0%
<00:26:17.910>pull <00:26:17.912>requests <00:26:17.914>from <00:26:17.916>community <00:26:17.919>members

00:26:17.920 --> 00:26:19.750 align:start position:0%
<00:26:17.920>pull <00:26:18.095>requests <00:26:18.270>from <00:26:18.445>community <00:26:18.620>members <00:26:18.795>that <00:26:18.970>you <00:26:19.145>don't <00:26:19.320>know.

00:26:19.750 --> 00:26:19.760 align:start position:0%
<00:26:19.750>that <00:26:19.753>you <00:26:19.756>don't <00:26:19.759>know.

00:26:19.760 --> 00:26:21.270 align:start position:0%
<00:26:19.760>that <00:26:19.911>you <00:26:20.062>don't <00:26:20.213>know. <00:26:20.364>So, <00:26:20.514>it's <00:26:20.666>not <00:26:20.817>your <00:26:20.968>friend <00:26:21.119>sending

00:26:21.270 --> 00:26:21.280 align:start position:0%
<00:26:21.270>So, <00:26:21.271>it's <00:26:21.273>not <00:26:21.275>your <00:26:21.277>friend <00:26:21.279>sending

00:26:21.280 --> 00:26:22.510 align:start position:0%
<00:26:21.280>So, <00:26:21.464>it's <00:26:21.649>not <00:26:21.833>your <00:26:22.018>friend <00:26:22.202>sending <00:26:22.387>something.

00:26:22.510 --> 00:26:22.520 align:start position:0%
something.

00:26:22.520 --> 00:26:24.870 align:start position:0%
<00:26:22.520>something. <00:26:22.720>It <00:26:22.920>is <00:26:23.120>definitely <00:26:23.320>somebody <00:26:23.520>else <00:26:23.720>that <00:26:23.920>you

00:26:24.870 --> 00:26:24.880 align:start position:0%
<00:26:24.870>It <00:26:24.871>is <00:26:24.873>definitely <00:26:24.874>somebody <00:26:24.876>else <00:26:24.877>that <00:26:24.879>you

00:26:24.880 --> 00:26:26.790 align:start position:0%
<00:26:24.880>It <00:26:24.987>is <00:26:25.095>definitely <00:26:25.203>somebody <00:26:25.310>else <00:26:25.418>that <00:26:25.526>you <00:26:25.633>have <00:26:25.741>never <00:26:25.849>seen <00:26:25.956>before <00:26:26.064>that <00:26:26.172>is <00:26:26.280>sending

00:26:26.790 --> 00:26:26.800 align:start position:0%
<00:26:26.790>have <00:26:26.791>never <00:26:26.793>seen <00:26:26.794>before <00:26:26.796>that <00:26:26.797>is <00:26:26.799>sending

00:26:26.800 --> 00:26:29.870 align:start position:0%
<00:26:26.800>have <00:26:26.955>never <00:26:27.111>seen <00:26:27.266>before <00:26:27.422>that <00:26:27.577>is <00:26:27.733>sending <00:26:27.888>you <00:26:28.044>20,000 <00:26:28.200>files.

00:26:29.870 --> 00:26:29.880 align:start position:0%
<00:26:29.870>you <00:26:29.874>20,000 <00:26:29.879>files.

00:26:29.880 --> 00:26:31.510 align:start position:0%
<00:26:29.880>you <00:26:30.035>20,000 <00:26:30.191>files. <00:26:30.346>And <00:26:30.502>this <00:26:30.657>is <00:26:30.813>exactly <00:26:30.968>the <00:26:31.124>approach <00:26:31.280>I'm

00:26:31.510 --> 00:26:31.520 align:start position:0%
<00:26:31.510>And <00:26:31.511>this <00:26:31.513>is <00:26:31.514>exactly <00:26:31.516>the <00:26:31.517>approach <00:26:31.519>I'm

00:26:31.520 --> 00:26:33.150 align:start position:0%
<00:26:31.520>And <00:26:31.647>this <00:26:31.774>is <00:26:31.901>exactly <00:26:32.029>the <00:26:32.156>approach <00:26:32.283>I'm <00:26:32.410>taking <00:26:32.538>with <00:26:32.665>everything <00:26:32.792>that <00:26:32.920>AI

00:26:33.150 --> 00:26:33.160 align:start position:0%
<00:26:33.150>taking <00:26:33.152>with <00:26:33.154>everything <00:26:33.156>that <00:26:33.159>AI

00:26:33.160 --> 00:26:36.670 align:start position:0%
<00:26:33.160>taking <00:26:33.300>with <00:26:33.440>everything <00:26:33.580>that <00:26:33.720>AI <00:26:33.860>generates. <00:26:34.000>Make <00:26:34.140>sure <00:26:34.280>to <00:26:34.420>review <00:26:34.560>it.

00:26:36.670 --> 00:26:36.680 align:start position:0%
<00:26:36.670>generates. <00:26:36.671>Make <00:26:36.673>sure <00:26:36.675>to <00:26:36.677>review <00:26:36.679>it.

00:26:36.680 --> 00:26:39.190 align:start position:0%
<00:26:36.680>generates. <00:26:36.855>Make <00:26:37.030>sure <00:26:37.205>to <00:26:37.380>review <00:26:37.555>it. <00:26:37.730>Do <00:26:37.905>various <00:26:38.080>passes.

00:26:39.190 --> 00:26:39.200 align:start position:0%
<00:26:39.190>Do <00:26:39.194>various <00:26:39.199>passes.

00:26:39.200 --> 00:26:42.230 align:start position:0%
<00:26:39.200>Do <00:26:39.340>various <00:26:39.480>passes. <00:26:39.620>Don't <00:26:39.760>just <00:26:39.900>skim <00:26:40.040>it <00:26:40.180>over <00:26:40.320>a <00:26:40.460>coffee <00:26:40.600>break.

00:26:42.230 --> 00:26:42.240 align:start position:0%
<00:26:42.230>Don't <00:26:42.231>just <00:26:42.232>skim <00:26:42.233>it <00:26:42.235>over <00:26:42.236>a <00:26:42.237>coffee <00:26:42.239>break.

00:26:42.240 --> 00:26:44.550 align:start position:0%
<00:26:42.240>Don't <00:26:42.327>just <00:26:42.415>skim <00:26:42.502>it <00:26:42.590>over <00:26:42.677>a <00:26:42.765>coffee <00:26:42.852>break. <00:26:42.940>This <00:26:43.027>is <00:26:43.115>now <00:26:43.202>part <00:26:43.290>of <00:26:43.377>our <00:26:43.465>new <00:26:43.552>job, <00:26:43.640>right?

00:26:44.550 --> 00:26:44.560 align:start position:0%
<00:26:44.550>This <00:26:44.551>is <00:26:44.552>now <00:26:44.553>part <00:26:44.554>of <00:26:44.555>our <00:26:44.556>new <00:26:44.557>job, <00:26:44.559>right?

00:26:44.560 --> 00:26:46.750 align:start position:0%
<00:26:44.560>This <00:26:44.647>is <00:26:44.735>now <00:26:44.822>part <00:26:44.909>of <00:26:44.997>our <00:26:45.085>new <00:26:45.172>job, <00:26:45.260>right? <00:26:45.347>We <00:26:45.435>need <00:26:45.522>to <00:26:45.610>make <00:26:45.697>sure <00:26:45.784>what <00:26:45.872>is <00:26:45.960>being

00:26:46.750 --> 00:26:46.760 align:start position:0%
<00:26:46.750>We <00:26:46.751>need <00:26:46.752>to <00:26:46.753>make <00:26:46.755>sure <00:26:46.756>what <00:26:46.757>is <00:26:46.759>being

00:26:46.760 --> 00:26:49.390 align:start position:0%
<00:26:46.760>We <00:26:46.876>need <00:26:46.993>to <00:26:47.110>make <00:26:47.226>sure <00:26:47.343>what <00:26:47.460>is <00:26:47.576>being <00:26:47.693>generated <00:26:47.810>under <00:26:47.926>our <00:26:48.043>supervision <00:26:48.160>actually

00:26:49.390 --> 00:26:49.400 align:start position:0%
<00:26:49.390>generated <00:26:49.392>under <00:26:49.394>our <00:26:49.396>supervision <00:26:49.399>actually

00:26:49.400 --> 00:26:51.830 align:start position:0%
<00:26:49.400>generated <00:26:49.600>under <00:26:49.800>our <00:26:50.000>supervision <00:26:50.200>actually <00:26:50.400>follows <00:26:50.600>our <00:26:50.800>rules.

00:26:51.830 --> 00:26:51.840 align:start position:0%
<00:26:51.830>follows <00:26:51.834>our <00:26:51.839>rules.

00:26:51.840 --> 00:26:54.030 align:start position:0%
<00:26:51.840>follows <00:26:52.040>our <00:26:52.240>rules. <00:26:52.439>This <00:26:52.639>directly <00:26:52.840>leads <00:26:53.040>to <00:26:53.240>verification

00:26:54.030 --> 00:26:54.040 align:start position:0%
<00:26:54.030>This <00:26:54.032>directly <00:26:54.034>leads <00:26:54.036>to <00:26:54.039>verification

00:26:54.040 --> 00:26:56.510 align:start position:0%
<00:26:54.040>This <00:26:54.195>directly <00:26:54.351>leads <00:26:54.506>to <00:26:54.662>verification <00:26:54.817>becoming <00:26:54.973>your <00:26:55.128>next <00:26:55.284>bottleneck, <00:26:55.440>but

00:26:56.510 --> 00:26:56.520 align:start position:0%
<00:26:56.510>becoming <00:26:56.512>your <00:26:56.514>next <00:26:56.516>bottleneck, <00:26:56.519>but

00:26:56.520 --> 00:26:58.870 align:start position:0%
<00:26:56.520>becoming <00:26:56.660>your <00:26:56.800>next <00:26:56.940>bottleneck, <00:26:57.080>but <00:26:57.220>if <00:26:57.360>you <00:26:57.500>cannot <00:26:57.639>verify <00:26:57.780>what's <00:26:57.920>happening,

00:26:58.870 --> 00:26:58.880 align:start position:0%
<00:26:58.870>if <00:26:58.871>you <00:26:58.873>cannot <00:26:58.875>verify <00:26:58.877>what's <00:26:58.879>happening,

00:26:58.880 --> 00:27:02.150 align:start position:0%
<00:26:58.880>if <00:26:58.996>you <00:26:59.113>cannot <00:26:59.230>verify <00:26:59.346>what's <00:26:59.463>happening, <00:26:59.580>don't <00:26:59.696>delegate <00:26:59.813>it. <00:26:59.930>This <00:27:00.046>comes <00:27:00.163>back <00:27:00.280>to

00:27:02.150 --> 00:27:02.160 align:start position:0%
<00:27:02.150>don't <00:27:02.151>delegate <00:27:02.153>it. <00:27:02.154>This <00:27:02.156>comes <00:27:02.157>back <00:27:02.159>to

00:27:02.160 --> 00:27:04.030 align:start position:0%
<00:27:02.160>don't <00:27:02.335>delegate <00:27:02.510>it. <00:27:02.685>This <00:27:02.860>comes <00:27:03.035>back <00:27:03.210>to <00:27:03.385>small <00:27:03.560>tasks.

00:27:04.030 --> 00:27:04.040 align:start position:0%
<00:27:04.030>small <00:27:04.039>tasks.

00:27:04.040 --> 00:27:06.190 align:start position:0%
<00:27:04.040>small <00:27:04.215>tasks. <00:27:04.389>Make <00:27:04.565>sure <00:27:04.740>that <00:27:04.915>you're <00:27:05.090>taking <00:27:05.264>a <00:27:05.440>phased

00:27:06.190 --> 00:27:06.200 align:start position:0%
<00:27:06.190>Make <00:27:06.191>sure <00:27:06.193>that <00:27:06.194>you're <00:27:06.196>taking <00:27:06.197>a <00:27:06.199>phased

00:27:06.200 --> 00:27:08.270 align:start position:0%
<00:27:06.200>Make <00:27:06.327>sure <00:27:06.454>that <00:27:06.581>you're <00:27:06.709>taking <00:27:06.836>a <00:27:06.963>phased <00:27:07.090>approach. <00:27:07.218>You're <00:27:07.345>going <00:27:07.472>in <00:27:07.600>like

00:27:08.270 --> 00:27:08.280 align:start position:0%
<00:27:08.270>approach. <00:27:08.272>You're <00:27:08.274>going <00:27:08.276>in <00:27:08.279>like

00:27:08.280 --> 00:27:10.790 align:start position:0%
<00:27:08.280>approach. <00:27:08.420>You're <00:27:08.560>going <00:27:08.700>in <00:27:08.840>like <00:27:08.980>manageable <00:27:09.120>tasks. <00:27:09.260>None <00:27:09.399>of <00:27:09.540>this <00:27:09.680>has

00:27:10.790 --> 00:27:10.800 align:start position:0%
<00:27:10.790>manageable <00:27:10.791>tasks. <00:27:10.793>None <00:27:10.795>of <00:27:10.797>this <00:27:10.799>has

00:27:10.800 --> 00:27:13.430 align:start position:0%
<00:27:10.800>manageable <00:27:10.927>tasks. <00:27:11.054>None <00:27:11.181>of <00:27:11.309>this <00:27:11.436>has <00:27:11.563>changed. <00:27:11.690>Our <00:27:11.818>goal <00:27:11.945>is <00:27:12.072>to <00:27:12.200>create

00:27:13.430 --> 00:27:13.440 align:start position:0%
<00:27:13.430>changed. <00:27:13.431>Our <00:27:13.433>goal <00:27:13.435>is <00:27:13.437>to <00:27:13.439>create

00:27:13.440 --> 00:27:15.550 align:start position:0%
<00:27:13.440>changed. <00:27:13.595>Our <00:27:13.751>goal <00:27:13.906>is <00:27:14.062>to <00:27:14.217>create <00:27:14.373>world-class <00:27:14.528>software <00:27:14.684>with <00:27:14.840>our

00:27:15.550 --> 00:27:15.560 align:start position:0%
<00:27:15.550>world-class <00:27:15.553>software <00:27:15.556>with <00:27:15.559>our

00:27:15.560 --> 00:27:18.030 align:start position:0%
<00:27:15.560>world-class <00:27:15.735>software <00:27:15.909>with <00:27:16.085>our <00:27:16.260>engineering <00:27:16.435>skills. <00:27:16.610>That's <00:27:16.784>pretty <00:27:16.960>much

00:27:18.030 --> 00:27:18.040 align:start position:0%
<00:27:18.030>engineering <00:27:18.032>skills. <00:27:18.034>That's <00:27:18.036>pretty <00:27:18.039>much

00:27:18.040 --> 00:27:19.270 align:start position:0%
<00:27:18.040>engineering <00:27:18.261>skills. <00:27:18.482>That's <00:27:18.704>pretty <00:27:18.925>much <00:27:19.147>all.

00:27:19.270 --> 00:27:19.280 align:start position:0%
all.

00:27:19.280 --> 00:27:21.670 align:start position:0%
<00:27:19.280>all. <00:27:19.513>The <00:27:19.746>hidden <00:27:19.980>cost <00:27:20.213>I'm <00:27:20.446>experiencing <00:27:20.680>is

00:27:21.670 --> 00:27:21.680 align:start position:0%
<00:27:21.670>The <00:27:21.671>hidden <00:27:21.673>cost <00:27:21.675>I'm <00:27:21.677>experiencing <00:27:21.679>is

00:27:21.680 --> 00:27:23.590 align:start position:0%
<00:27:21.680>The <00:27:21.820>hidden <00:27:21.960>cost <00:27:22.100>I'm <00:27:22.240>experiencing <00:27:22.380>is <00:27:22.520>cognitive <00:27:22.660>overload. <00:27:22.800>Like <00:27:22.940>we're <00:27:23.080>all

00:27:23.590 --> 00:27:23.600 align:start position:0%
<00:27:23.590>cognitive <00:27:23.592>overload. <00:27:23.594>Like <00:27:23.596>we're <00:27:23.599>all

00:27:23.600 --> 00:27:25.710 align:start position:0%
<00:27:23.600>cognitive <00:27:23.800>overload. <00:27:24.000>Like <00:27:24.199>we're <00:27:24.399>all <00:27:24.600>tired. <00:27:24.800>I'm <00:27:25.000>tired.

00:27:25.710 --> 00:27:25.720 align:start position:0%
<00:27:25.710>tired. <00:27:25.714>I'm <00:27:25.719>tired.

00:27:25.720 --> 00:27:27.550 align:start position:0%
<00:27:25.720>tired. <00:27:25.860>I'm <00:27:26.000>tired. <00:27:26.140>And <00:27:26.280>we <00:27:26.420>will <00:27:26.560>stay <00:27:26.700>tired <00:27:26.840>for <00:27:26.980>a <00:27:27.120>little

00:27:27.550 --> 00:27:27.560 align:start position:0%
<00:27:27.550>And <00:27:27.551>we <00:27:27.552>will <00:27:27.553>stay <00:27:27.555>tired <00:27:27.556>for <00:27:27.557>a <00:27:27.559>little

00:27:27.560 --> 00:27:29.830 align:start position:0%
<00:27:27.560>And <00:27:27.653>we <00:27:27.746>will <00:27:27.840>stay <00:27:27.933>tired <00:27:28.026>for <00:27:28.120>a <00:27:28.213>little <00:27:28.306>longer <00:27:28.399>because <00:27:28.493>this <00:27:28.586>is <00:27:28.679>not <00:27:28.773>going <00:27:28.866>to <00:27:28.960>die

00:27:29.830 --> 00:27:29.840 align:start position:0%
<00:27:29.830>longer <00:27:29.831>because <00:27:29.832>this <00:27:29.833>is <00:27:29.835>not <00:27:29.836>going <00:27:29.837>to <00:27:29.839>die

00:27:29.840 --> 00:27:33.670 align:start position:0%
<00:27:29.840>longer <00:27:29.933>because <00:27:30.026>this <00:27:30.120>is <00:27:30.213>not <00:27:30.306>going <00:27:30.399>to <00:27:30.493>die <00:27:30.586>out <00:27:30.679>anytime <00:27:30.773>soon. <00:27:30.866>So, <00:27:30.959>make <00:27:31.053>sure <00:27:31.146>you <00:27:31.240>are

00:27:33.670 --> 00:27:33.680 align:start position:0%
<00:27:33.670>out <00:27:33.671>anytime <00:27:33.672>soon. <00:27:33.673>So, <00:27:33.675>make <00:27:33.676>sure <00:27:33.677>you <00:27:33.679>are

00:27:33.680 --> 00:27:37.510 align:start position:0%
<00:27:33.680>out <00:27:33.780>anytime <00:27:33.880>soon. <00:27:33.980>So, <00:27:34.080>make <00:27:34.180>sure <00:27:34.280>you <00:27:34.380>are <00:27:34.480>keeping <00:27:34.580>an <00:27:34.680>eye <00:27:34.780>on <00:27:34.880>your <00:27:34.980>mental <00:27:35.080>health.

00:27:37.510 --> 00:27:37.520 align:start position:0%
<00:27:37.510>keeping <00:27:37.511>an <00:27:37.513>eye <00:27:37.514>on <00:27:37.516>your <00:27:37.517>mental <00:27:37.519>health.

00:27:37.520 --> 00:27:40.030 align:start position:0%
<00:27:37.520>keeping <00:27:37.627>an <00:27:37.735>eye <00:27:37.843>on <00:27:37.950>your <00:27:38.058>mental <00:27:38.166>health. <00:27:38.273>Even <00:27:38.381>if <00:27:38.489>you <00:27:38.596>can <00:27:38.704>build <00:27:38.812>everything <00:27:38.920>on

00:27:40.030 --> 00:27:40.040 align:start position:0%
<00:27:40.030>Even <00:27:40.031>if <00:27:40.033>you <00:27:40.034>can <00:27:40.036>build <00:27:40.037>everything <00:27:40.039>on

00:27:40.040 --> 00:27:42.470 align:start position:0%
<00:27:40.040>Even <00:27:40.139>if <00:27:40.240>you <00:27:40.340>can <00:27:40.440>build <00:27:40.540>everything <00:27:40.639>on <00:27:40.740>planet <00:27:40.840>Earth <00:27:40.940>with <00:27:41.040>the <00:27:41.139>snip <00:27:41.240>of <00:27:41.340>a <00:27:41.440>finger

00:27:42.470 --> 00:27:42.480 align:start position:0%
<00:27:42.470>planet <00:27:42.471>Earth <00:27:42.472>with <00:27:42.473>the <00:27:42.475>snip <00:27:42.476>of <00:27:42.477>a <00:27:42.479>finger

00:27:42.480 --> 00:27:44.390 align:start position:0%
<00:27:42.480>planet <00:27:42.587>Earth <00:27:42.695>with <00:27:42.803>the <00:27:42.910>snip <00:27:43.018>of <00:27:43.126>a <00:27:43.233>finger <00:27:43.341>right <00:27:43.449>now, <00:27:43.556>think <00:27:43.664>about <00:27:43.772>what <00:27:43.880>you're

00:27:44.390 --> 00:27:44.400 align:start position:0%
<00:27:44.390>right <00:27:44.391>now, <00:27:44.393>think <00:27:44.395>about <00:27:44.397>what <00:27:44.399>you're

00:27:44.400 --> 00:27:47.030 align:start position:0%
<00:27:44.400>right <00:27:44.527>now, <00:27:44.654>think <00:27:44.781>about <00:27:44.909>what <00:27:45.036>you're <00:27:45.163>building <00:27:45.290>and <00:27:45.418>why <00:27:45.545>you're <00:27:45.672>building <00:27:45.800>it.

00:27:47.030 --> 00:27:47.040 align:start position:0%
<00:27:47.030>building <00:27:47.031>and <00:27:47.033>why <00:27:47.035>you're <00:27:47.037>building <00:27:47.039>it.

00:27:47.040 --> 00:27:48.710 align:start position:0%
<00:27:47.040>building <00:27:47.240>and <00:27:47.440>why <00:27:47.639>you're <00:27:47.840>building <00:27:48.040>it. <00:27:48.240>Protect <00:27:48.440>yourself.

00:27:48.710 --> 00:27:48.720 align:start position:0%
<00:27:48.710>Protect <00:27:48.719>yourself.

00:27:48.720 --> 00:27:51.590 align:start position:0%
<00:27:48.720>Protect <00:27:48.920>yourself. <00:27:49.120>You're <00:27:49.320>humans. <00:27:49.520>I'm <00:27:49.720>human. <00:27:49.920>Um <00:27:50.120>small

00:27:51.590 --> 00:27:51.600 align:start position:0%
<00:27:51.590>You're <00:27:51.591>humans. <00:27:51.593>I'm <00:27:51.595>human. <00:27:51.597>Um <00:27:51.599>small

00:27:51.600 --> 00:27:52.990 align:start position:0%
<00:27:51.600>You're <00:27:51.808>humans. <00:27:52.016>I'm <00:27:52.225>human. <00:27:52.434>Um <00:27:52.642>small <00:27:52.851>tasks.

00:27:52.990 --> 00:27:53.000 align:start position:0%
tasks.

00:27:53.000 --> 00:27:55.550 align:start position:0%
<00:27:53.000>tasks. <00:27:53.233>Review <00:27:53.466>pauses. <00:27:53.700>Drink <00:27:53.933>a <00:27:54.166>coffee <00:27:54.400>or

00:27:55.550 --> 00:27:55.560 align:start position:0%
<00:27:55.550>Review <00:27:55.551>pauses. <00:27:55.553>Drink <00:27:55.555>a <00:27:55.557>coffee <00:27:55.559>or

00:27:55.560 --> 00:27:57.670 align:start position:0%
<00:27:55.560>Review <00:27:55.715>pauses. <00:27:55.871>Drink <00:27:56.026>a <00:27:56.182>coffee <00:27:56.337>or <00:27:56.493>beverage <00:27:56.648>of <00:27:56.804>your <00:27:56.960>choice.

00:27:57.670 --> 00:27:57.680 align:start position:0%
<00:27:57.670>beverage <00:27:57.673>of <00:27:57.676>your <00:27:57.679>choice.

00:27:57.680 --> 00:28:01.150 align:start position:0%
<00:27:57.680>beverage <00:27:57.807>of <00:27:57.934>your <00:27:58.061>choice. <00:27:58.189>Um <00:27:58.316>go <00:27:58.443>for <00:27:58.570>walks. <00:27:58.698>Go <00:27:58.825>for <00:27:58.952>runs. <00:27:59.080>Stay

00:28:01.150 --> 00:28:01.160 align:start position:0%
<00:28:01.150>Um <00:28:01.151>go <00:28:01.152>for <00:28:01.153>walks. <00:28:01.155>Go <00:28:01.156>for <00:28:01.157>runs. <00:28:01.159>Stay

00:28:01.160 --> 00:28:03.310 align:start position:0%
<00:28:01.160>Um <00:28:01.260>go <00:28:01.360>for <00:28:01.460>walks. <00:28:01.560>Go <00:28:01.660>for <00:28:01.760>runs. <00:28:01.860>Stay <00:28:01.960>mentally <00:28:02.060>healthy. <00:28:02.160>This <00:28:02.260>is <00:28:02.360>as <00:28:02.460>I <00:28:02.560>said,

00:28:03.310 --> 00:28:03.320 align:start position:0%
<00:28:03.310>mentally <00:28:03.311>healthy. <00:28:03.312>This <00:28:03.314>is <00:28:03.316>as <00:28:03.317>I <00:28:03.319>said,

00:28:03.320 --> 00:28:04.790 align:start position:0%
<00:28:03.320>mentally <00:28:03.430>healthy. <00:28:03.540>This <00:28:03.650>is <00:28:03.761>as <00:28:03.871>I <00:28:03.981>said, <00:28:04.091>that's <00:28:04.202>not <00:28:04.312>only <00:28:04.422>challenging <00:28:04.532>for <00:28:04.643>you,

00:28:04.790 --> 00:28:04.800 align:start position:0%
<00:28:04.790>that's <00:28:04.791>not <00:28:04.793>only <00:28:04.795>challenging <00:28:04.797>for <00:28:04.799>you,

00:28:04.800 --> 00:28:06.510 align:start position:0%
<00:28:04.800>that's <00:28:04.927>not <00:28:05.054>only <00:28:05.181>challenging <00:28:05.309>for <00:28:05.436>you, <00:28:05.563>it's <00:28:05.690>challenging <00:28:05.818>for <00:28:05.945>all <00:28:06.072>of <00:28:06.200>us,

00:28:06.510 --> 00:28:06.520 align:start position:0%
<00:28:06.510>it's <00:28:06.511>challenging <00:28:06.513>for <00:28:06.515>all <00:28:06.517>of <00:28:06.519>us,

00:28:06.520 --> 00:28:08.150 align:start position:0%
<00:28:06.520>it's <00:28:06.720>challenging <00:28:06.920>for <00:28:07.120>all <00:28:07.320>of <00:28:07.520>us, <00:28:07.720>including <00:28:07.920>me.

00:28:08.150 --> 00:28:08.160 align:start position:0%
<00:28:08.150>including <00:28:08.159>me.

00:28:08.160 --> 00:28:10.830 align:start position:0%
<00:28:08.160>including <00:28:08.335>me. <00:28:08.510>Java <00:28:08.685>teams <00:28:08.860>are <00:28:09.035>very <00:28:09.210>well <00:28:09.385>positioned <00:28:09.560>to

00:28:10.830 --> 00:28:10.840 align:start position:0%
<00:28:10.830>Java <00:28:10.831>teams <00:28:10.832>are <00:28:10.834>very <00:28:10.836>well <00:28:10.837>positioned <00:28:10.839>to

00:28:10.840 --> 00:28:13.030 align:start position:0%
<00:28:10.840>Java <00:28:10.956>teams <00:28:11.073>are <00:28:11.189>very <00:28:11.306>well <00:28:11.423>positioned <00:28:11.540>to <00:28:11.656>do <00:28:11.773>all <00:28:11.889>of <00:28:12.006>this. <00:28:12.123>Java <00:28:12.240>is

00:28:13.030 --> 00:28:13.040 align:start position:0%
<00:28:13.030>do <00:28:13.031>all <00:28:13.033>of <00:28:13.035>this. <00:28:13.037>Java <00:28:13.039>is

00:28:13.040 --> 00:28:15.230 align:start position:0%
<00:28:13.040>do <00:28:13.167>all <00:28:13.294>of <00:28:13.421>this. <00:28:13.549>Java <00:28:13.676>is <00:28:13.803>in <00:28:13.930>training <00:28:14.058>data <00:28:14.185>everywhere. <00:28:14.312>It <00:28:14.440>has

00:28:15.230 --> 00:28:15.240 align:start position:0%
<00:28:15.230>in <00:28:15.231>training <00:28:15.233>data <00:28:15.235>everywhere. <00:28:15.237>It <00:28:15.239>has

00:28:15.240 --> 00:28:17.670 align:start position:0%
<00:28:15.240>in <00:28:15.440>training <00:28:15.640>data <00:28:15.840>everywhere. <00:28:16.040>It <00:28:16.240>has <00:28:16.440>contracts, <00:28:16.640>compatibility.

00:28:17.670 --> 00:28:17.680 align:start position:0%
<00:28:17.670>contracts, <00:28:17.679>compatibility.

00:28:17.680 --> 00:28:20.150 align:start position:0%
<00:28:17.680>contracts, <00:28:17.855>compatibility. <00:28:18.030>We <00:28:18.205>know <00:28:18.380>everything <00:28:18.555>about <00:28:18.730>Java. <00:28:18.905>If <00:28:19.080>you

00:28:20.150 --> 00:28:20.160 align:start position:0%
<00:28:20.150>We <00:28:20.151>know <00:28:20.153>everything <00:28:20.154>about <00:28:20.156>Java. <00:28:20.157>If <00:28:20.159>you

00:28:20.160 --> 00:28:21.750 align:start position:0%
<00:28:20.160>We <00:28:20.276>know <00:28:20.393>everything <00:28:20.510>about <00:28:20.626>Java. <00:28:20.743>If <00:28:20.860>you <00:28:20.976>are <00:28:21.093>not <00:28:21.210>using <00:28:21.326>Java, <00:28:21.443>you're <00:28:21.560>doing

00:28:21.750 --> 00:28:21.760 align:start position:0%
<00:28:21.750>are <00:28:21.751>not <00:28:21.753>using <00:28:21.755>Java, <00:28:21.757>you're <00:28:21.759>doing

00:28:21.760 --> 00:28:24.670 align:start position:0%
<00:28:21.760>are <00:28:21.887>not <00:28:22.014>using <00:28:22.141>Java, <00:28:22.269>you're <00:28:22.396>doing <00:28:22.523>absolutely <00:28:22.650>something <00:28:22.778>wrong. <00:28:22.905>I <00:28:23.032>love <00:28:23.160>it.

00:28:24.670 --> 00:28:24.680 align:start position:0%
<00:28:24.670>absolutely <00:28:24.671>something <00:28:24.673>wrong. <00:28:24.675>I <00:28:24.677>love <00:28:24.679>it.

00:28:24.680 --> 00:28:26.910 align:start position:0%
<00:28:24.680>absolutely <00:28:24.787>something <00:28:24.895>wrong. <00:28:25.003>I <00:28:25.110>love <00:28:25.218>it. <00:28:25.326>They <00:28:25.433>are <00:28:25.541>all <00:28:25.649>old <00:28:25.756>habits, <00:28:25.864>but <00:28:25.972>AI <00:28:26.080>loves

00:28:26.910 --> 00:28:26.920 align:start position:0%
<00:28:26.910>They <00:28:26.911>are <00:28:26.912>all <00:28:26.913>old <00:28:26.915>habits, <00:28:26.916>but <00:28:26.917>AI <00:28:26.919>loves

00:28:26.920 --> 00:28:29.830 align:start position:0%
<00:28:26.920>They <00:28:27.027>are <00:28:27.135>all <00:28:27.243>old <00:28:27.350>habits, <00:28:27.458>but <00:28:27.566>AI <00:28:27.673>loves <00:28:27.781>old <00:28:27.889>habits <00:28:27.996>because <00:28:28.104>it's <00:28:28.212>training <00:28:28.320>data.

00:28:29.830 --> 00:28:29.840 align:start position:0%
<00:28:29.830>old <00:28:29.831>habits <00:28:29.833>because <00:28:29.835>it's <00:28:29.837>training <00:28:29.839>data.

00:28:29.840 --> 00:28:31.870 align:start position:0%
<00:28:29.840>old <00:28:29.947>habits <00:28:30.055>because <00:28:30.163>it's <00:28:30.270>training <00:28:30.378>data. <00:28:30.486>And <00:28:30.593>this <00:28:30.701>is <00:28:30.809>what <00:28:30.916>I <00:28:31.024>look <00:28:31.132>for. <00:28:31.240>My

00:28:31.870 --> 00:28:31.880 align:start position:0%
<00:28:31.870>And <00:28:31.871>this <00:28:31.872>is <00:28:31.873>what <00:28:31.875>I <00:28:31.876>look <00:28:31.877>for. <00:28:31.879>My

00:28:31.880 --> 00:28:33.590 align:start position:0%
<00:28:31.880>And <00:28:31.996>this <00:28:32.113>is <00:28:32.230>what <00:28:32.346>I <00:28:32.463>look <00:28:32.580>for. <00:28:32.696>My <00:28:32.813>practical <00:28:32.930>operating <00:28:33.046>model <00:28:33.163>that <00:28:33.280>might

00:28:33.590 --> 00:28:33.600 align:start position:0%
<00:28:33.590>practical <00:28:33.592>operating <00:28:33.594>model <00:28:33.596>that <00:28:33.599>might

00:28:33.600 --> 00:28:35.590 align:start position:0%
<00:28:33.600>practical <00:28:33.707>operating <00:28:33.815>model <00:28:33.923>that <00:28:34.030>might <00:28:34.138>actually <00:28:34.246>be <00:28:34.353>a <00:28:34.461>slide <00:28:34.569>for <00:28:34.676>you <00:28:34.784>to <00:28:34.892>look <00:28:35.000>up

00:28:35.590 --> 00:28:35.600 align:start position:0%
<00:28:35.590>actually <00:28:35.591>be <00:28:35.592>a <00:28:35.593>slide <00:28:35.594>for <00:28:35.595>you <00:28:35.596>to <00:28:35.597>look <00:28:35.599>up

00:28:35.600 --> 00:28:38.670 align:start position:0%
<00:28:35.600>actually <00:28:35.693>be <00:28:35.786>a <00:28:35.879>slide <00:28:35.973>for <00:28:36.066>you <00:28:36.159>to <00:28:36.253>look <00:28:36.346>up <00:28:36.439>as <00:28:36.533>soon <00:28:36.626>as <00:28:36.719>they <00:28:36.813>are <00:28:36.906>online <00:28:37.000>somewhere,

00:28:38.670 --> 00:28:38.680 align:start position:0%
<00:28:38.670>as <00:28:38.671>soon <00:28:38.673>as <00:28:38.674>they <00:28:38.676>are <00:28:38.677>online <00:28:38.679>somewhere,

00:28:38.680 --> 00:28:41.350 align:start position:0%
<00:28:38.680>as <00:28:38.787>soon <00:28:38.895>as <00:28:39.003>they <00:28:39.110>are <00:28:39.218>online <00:28:39.326>somewhere, <00:28:39.433>but <00:28:39.541>uh <00:28:39.649>I'm <00:28:39.756>I'm <00:28:39.864>not <00:28:39.972>really <00:28:40.080>looping

00:28:41.350 --> 00:28:41.360 align:start position:0%
<00:28:41.350>but <00:28:41.351>uh <00:28:41.352>I'm <00:28:41.354>I'm <00:28:41.356>not <00:28:41.357>really <00:28:41.359>looping

00:28:41.360 --> 00:28:42.830 align:start position:0%
<00:28:41.360>but <00:28:41.549>uh <00:28:41.737>I'm <00:28:41.927>I'm <00:28:42.116>not <00:28:42.304>really <00:28:42.494>looping <00:28:42.683>aggressively.

00:28:42.830 --> 00:28:42.840 align:start position:0%
aggressively.

00:28:42.840 --> 00:28:44.750 align:start position:0%
<00:28:42.840>aggressively. <00:28:43.014>Um <00:28:43.189>I <00:28:43.365>have <00:28:43.540>the <00:28:43.715>same <00:28:43.889>process, <00:28:44.064>and <00:28:44.240>it

00:28:44.750 --> 00:28:44.760 align:start position:0%
<00:28:44.750>Um <00:28:44.751>I <00:28:44.752>have <00:28:44.753>the <00:28:44.755>same <00:28:44.756>process, <00:28:44.757>and <00:28:44.759>it

00:28:44.760 --> 00:28:46.990 align:start position:0%
<00:28:44.760>Um <00:28:44.847>I <00:28:44.935>have <00:28:45.022>the <00:28:45.110>same <00:28:45.197>process, <00:28:45.285>and <00:28:45.372>it <00:28:45.460>actually <00:28:45.547>hints <00:28:45.635>at <00:28:45.722>a <00:28:45.810>loop, <00:28:45.897>but <00:28:45.985>it's <00:28:46.072>not <00:28:46.160>a

00:28:46.990 --> 00:28:47.000 align:start position:0%
<00:28:46.990>actually <00:28:46.991>hints <00:28:46.992>at <00:28:46.993>a <00:28:46.994>loop, <00:28:46.995>but <00:28:46.996>it's <00:28:46.997>not <00:28:46.999>a

00:28:47.000 --> 00:28:49.470 align:start position:0%
<00:28:47.000>actually <00:28:47.100>hints <00:28:47.200>at <00:28:47.300>a <00:28:47.400>loop, <00:28:47.500>but <00:28:47.600>it's <00:28:47.700>not <00:28:47.800>a <00:28:47.900>fully <00:28:48.000>automated <00:28:48.100>loop <00:28:48.200>because <00:28:48.300>I <00:28:48.400>cannot

00:28:49.470 --> 00:28:49.480 align:start position:0%
<00:28:49.470>fully <00:28:49.471>automated <00:28:49.473>loop <00:28:49.475>because <00:28:49.477>I <00:28:49.479>cannot

00:28:49.480 --> 00:28:51.390 align:start position:0%
<00:28:49.480>fully <00:28:49.607>automated <00:28:49.734>loop <00:28:49.861>because <00:28:49.989>I <00:28:50.116>cannot <00:28:50.243>review <00:28:50.370>what's <00:28:50.498>being <00:28:50.625>produced <00:28:50.752>by <00:28:50.880>loops.

00:28:51.390 --> 00:28:51.400 align:start position:0%
<00:28:51.390>review <00:28:51.391>what's <00:28:51.393>being <00:28:51.395>produced <00:28:51.397>by <00:28:51.399>loops.

00:28:51.400 --> 00:28:53.710 align:start position:0%
<00:28:51.400>review <00:28:51.555>what's <00:28:51.711>being <00:28:51.866>produced <00:28:52.022>by <00:28:52.177>loops. <00:28:52.333>It's <00:28:52.488>just <00:28:52.644>too <00:28:52.800>much.

00:28:53.710 --> 00:28:53.720 align:start position:0%
<00:28:53.710>It's <00:28:53.713>just <00:28:53.716>too <00:28:53.719>much.

00:28:53.720 --> 00:28:55.510 align:start position:0%
<00:28:53.720>It's <00:28:53.920>just <00:28:54.120>too <00:28:54.320>much. <00:28:54.520>Code <00:28:54.720>is <00:28:54.920>cheap. <00:28:55.120>Um

00:28:55.510 --> 00:28:55.520 align:start position:0%
<00:28:55.510>Code <00:28:55.513>is <00:28:55.516>cheap. <00:28:55.519>Um

00:28:55.520 --> 00:28:57.310 align:start position:0%
<00:28:55.520>Code <00:28:55.695>is <00:28:55.870>cheap. <00:28:56.045>Um <00:28:56.220>intent <00:28:56.395>is <00:28:56.570>hard. <00:28:56.745>Verification <00:28:56.920>is

00:28:57.310 --> 00:28:57.320 align:start position:0%
<00:28:57.310>intent <00:28:57.312>is <00:28:57.314>hard. <00:28:57.316>Verification <00:28:57.319>is

00:28:57.320 --> 00:29:00.030 align:start position:0%
<00:28:57.320>intent <00:28:57.460>is <00:28:57.600>hard. <00:28:57.740>Verification <00:28:57.879>is <00:28:58.020>everything. <00:28:58.159>Make <00:28:58.300>sure <00:28:58.439>to <00:28:58.580>actually <00:28:58.720>keep

00:29:00.030 --> 00:29:00.040 align:start position:0%
<00:29:00.030>everything. <00:29:00.031>Make <00:29:00.033>sure <00:29:00.035>to <00:29:00.037>actually <00:29:00.039>keep

00:29:00.040 --> 00:29:02.230 align:start position:0%
<00:29:00.040>everything. <00:29:00.156>Make <00:29:00.273>sure <00:29:00.389>to <00:29:00.506>actually <00:29:00.623>keep <00:29:00.740>that <00:29:00.856>in <00:29:00.973>mind. <00:29:01.090>Um <00:29:01.206>it's <00:29:01.323>not <00:29:01.440>about

00:29:02.230 --> 00:29:02.240 align:start position:0%
<00:29:02.230>that <00:29:02.231>in <00:29:02.233>mind. <00:29:02.234>Um <00:29:02.236>it's <00:29:02.237>not <00:29:02.239>about

00:29:02.240 --> 00:29:04.670 align:start position:0%
<00:29:02.240>that <00:29:02.367>in <00:29:02.494>mind. <00:29:02.621>Um <00:29:02.749>it's <00:29:02.876>not <00:29:03.003>about <00:29:03.130>generating <00:29:03.258>code. <00:29:03.385>It's <00:29:03.512>about <00:29:03.640>software

00:29:04.670 --> 00:29:04.680 align:start position:0%
<00:29:04.670>generating <00:29:04.672>code. <00:29:04.674>It's <00:29:04.676>about <00:29:04.679>software

00:29:04.680 --> 00:29:07.430 align:start position:0%
<00:29:04.680>generating <00:29:04.807>code. <00:29:04.934>It's <00:29:05.061>about <00:29:05.189>software <00:29:05.316>engineering <00:29:05.443>with <00:29:05.570>new <00:29:05.698>tools, <00:29:05.825>and <00:29:05.952>I <00:29:06.080>really

00:29:07.430 --> 00:29:07.440 align:start position:0%
<00:29:07.430>engineering <00:29:07.431>with <00:29:07.433>new <00:29:07.434>tools, <00:29:07.436>and <00:29:07.437>I <00:29:07.439>really

00:29:07.440 --> 00:29:09.510 align:start position:0%
<00:29:07.440>engineering <00:29:07.540>with <00:29:07.640>new <00:29:07.740>tools, <00:29:07.840>and <00:29:07.940>I <00:29:08.040>really <00:29:08.140>want <00:29:08.240>you <00:29:08.340>to <00:29:08.440>be <00:29:08.540>successful <00:29:08.640>with <00:29:08.740>all <00:29:08.840>of

00:29:09.510 --> 00:29:09.520 align:start position:0%
<00:29:09.510>want <00:29:09.511>you <00:29:09.512>to <00:29:09.513>be <00:29:09.515>successful <00:29:09.516>with <00:29:09.517>all <00:29:09.519>of

00:29:09.520 --> 00:29:10.590 align:start position:0%
<00:29:09.520>want <00:29:09.640>you <00:29:09.760>to <00:29:09.881>be <00:29:10.001>successful <00:29:10.121>with <00:29:10.242>all <00:29:10.362>of <00:29:10.483>this.

00:29:10.590 --> 00:29:10.600 align:start position:0%
this.

00:29:10.600 --> 00:29:12.430 align:start position:0%
<00:29:10.600>this. <00:29:10.774>Winning <00:29:10.949>teams <00:29:11.125>are <00:29:11.300>not <00:29:11.475>the <00:29:11.649>ones <00:29:11.824>who <00:29:12.000>are

00:29:12.430 --> 00:29:12.440 align:start position:0%
<00:29:12.430>Winning <00:29:12.431>teams <00:29:12.432>are <00:29:12.433>not <00:29:12.435>the <00:29:12.436>ones <00:29:12.437>who <00:29:12.439>are

00:29:12.440 --> 00:29:15.310 align:start position:0%
<00:29:12.440>Winning <00:29:12.540>teams <00:29:12.640>are <00:29:12.740>not <00:29:12.840>the <00:29:12.940>ones <00:29:13.040>who <00:29:13.140>are <00:29:13.240>the <00:29:13.340>fastest <00:29:13.440>creating <00:29:13.540>code. <00:29:13.640>Um <00:29:13.740>you <00:29:13.840>need

00:29:15.310 --> 00:29:15.320 align:start position:0%
<00:29:15.310>the <00:29:15.311>fastest <00:29:15.312>creating <00:29:15.314>code. <00:29:15.316>Um <00:29:15.317>you <00:29:15.319>need

00:29:15.320 --> 00:29:18.510 align:start position:0%
<00:29:15.320>the <00:29:15.436>fastest <00:29:15.553>creating <00:29:15.669>code. <00:29:15.786>Um <00:29:15.903>you <00:29:16.020>need <00:29:16.136>to <00:29:16.253>verify <00:29:16.370>without <00:29:16.486>compromises. <00:29:16.603>You <00:29:16.720>are

00:29:18.510 --> 00:29:18.520 align:start position:0%
<00:29:18.510>to <00:29:18.511>verify <00:29:18.513>without <00:29:18.515>compromises. <00:29:18.517>You <00:29:18.519>are

00:29:18.520 --> 00:29:21.230 align:start position:0%
<00:29:18.520>to <00:29:18.627>verify <00:29:18.735>without <00:29:18.843>compromises. <00:29:18.950>You <00:29:19.058>are <00:29:19.166>responsible <00:29:19.273>for <00:29:19.381>all <00:29:19.489>of <00:29:19.596>this. <00:29:19.704>Uh <00:29:19.812>we <00:29:19.920>are.

00:29:21.230 --> 00:29:21.240 align:start position:0%
<00:29:21.230>responsible <00:29:21.231>for <00:29:21.232>all <00:29:21.233>of <00:29:21.235>this. <00:29:21.236>Uh <00:29:21.237>we <00:29:21.239>are.

00:29:21.240 --> 00:29:23.270 align:start position:0%
<00:29:21.240>responsible <00:29:21.333>for <00:29:21.426>all <00:29:21.520>of <00:29:21.613>this. <00:29:21.706>Uh <00:29:21.800>we <00:29:21.893>are. <00:29:21.986>And <00:29:22.080>uh <00:29:22.173>this <00:29:22.266>is <00:29:22.360>something <00:29:22.453>that <00:29:22.546>we <00:29:22.640>should

00:29:23.270 --> 00:29:23.280 align:start position:0%
<00:29:23.270>And <00:29:23.271>uh <00:29:23.272>this <00:29:23.273>is <00:29:23.275>something <00:29:23.276>that <00:29:23.277>we <00:29:23.279>should

00:29:23.280 --> 00:29:25.950 align:start position:0%
<00:29:23.280>And <00:29:23.387>uh <00:29:23.495>this <00:29:23.603>is <00:29:23.710>something <00:29:23.818>that <00:29:23.926>we <00:29:24.033>should <00:29:24.141>absolutely <00:29:24.249>be <00:29:24.356>aware <00:29:24.464>of. <00:29:24.572>So, <00:29:24.680>protect

00:29:25.950 --> 00:29:25.960 align:start position:0%
<00:29:25.950>absolutely <00:29:25.951>be <00:29:25.953>aware <00:29:25.955>of. <00:29:25.957>So, <00:29:25.959>protect

00:29:25.960 --> 00:29:28.750 align:start position:0%
<00:29:25.960>absolutely <00:29:26.115>be <00:29:26.271>aware <00:29:26.426>of. <00:29:26.582>So, <00:29:26.737>protect <00:29:26.893>yourself. <00:29:27.048>Stay <00:29:27.204>healthy. <00:29:27.360>Um

00:29:28.750 --> 00:29:28.760 align:start position:0%
<00:29:28.750>yourself. <00:29:28.753>Stay <00:29:28.756>healthy. <00:29:28.759>Um

00:29:28.760 --> 00:29:31.230 align:start position:0%
<00:29:28.760>yourself. <00:29:28.887>Stay <00:29:29.014>healthy. <00:29:29.141>Um <00:29:29.269>make <00:29:29.396>sure <00:29:29.523>that <00:29:29.650>you <00:29:29.778>learn <00:29:29.905>more <00:29:30.032>about <00:29:30.160>Bob.

00:29:31.230 --> 00:29:31.240 align:start position:0%
<00:29:31.230>make <00:29:31.231>sure <00:29:31.232>that <00:29:31.233>you <00:29:31.235>learn <00:29:31.236>more <00:29:31.237>about <00:29:31.239>Bob.

00:29:31.240 --> 00:29:32.670 align:start position:0%
<00:29:31.240>make <00:29:31.325>sure <00:29:31.411>that <00:29:31.497>you <00:29:31.583>learn <00:29:31.669>more <00:29:31.754>about <00:29:31.840>Bob. <00:29:31.926>So, <00:29:32.012>now <00:29:32.098>it's <00:29:32.183>time <00:29:32.269>to <00:29:32.355>pull <00:29:32.441>out <00:29:32.527>your

00:29:32.670 --> 00:29:32.680 align:start position:0%
<00:29:32.670>So, <00:29:32.671>now <00:29:32.672>it's <00:29:32.673>time <00:29:32.675>to <00:29:32.676>pull <00:29:32.677>out <00:29:32.679>your

00:29:32.680 --> 00:29:35.510 align:start position:0%
<00:29:32.680>So, <00:29:32.767>now <00:29:32.855>it's <00:29:32.942>time <00:29:33.030>to <00:29:33.117>pull <00:29:33.205>out <00:29:33.292>your <00:29:33.380>phones. <00:29:33.467>Scan <00:29:33.555>this <00:29:33.642>QR <00:29:33.730>code. <00:29:33.817>Sign <00:29:33.905>up <00:29:33.992>for <00:29:34.080>a

00:29:35.510 --> 00:29:35.520 align:start position:0%
<00:29:35.510>phones. <00:29:35.511>Scan <00:29:35.512>this <00:29:35.513>QR <00:29:35.514>code. <00:29:35.515>Sign <00:29:35.516>up <00:29:35.517>for <00:29:35.519>a

00:29:35.520 --> 00:29:38.030 align:start position:0%
<00:29:35.520>phones. <00:29:35.607>Scan <00:29:35.695>this <00:29:35.782>QR <00:29:35.870>code. <00:29:35.957>Sign <00:29:36.045>up <00:29:36.132>for <00:29:36.220>a <00:29:36.307>trial <00:29:36.395>of <00:29:36.482>Bob. <00:29:36.570>A <00:29:36.657>coding <00:29:36.745>agent <00:29:36.832>that <00:29:36.920>you

00:29:38.030 --> 00:29:38.040 align:start position:0%
<00:29:38.030>trial <00:29:38.031>of <00:29:38.032>Bob. <00:29:38.033>A <00:29:38.035>coding <00:29:38.036>agent <00:29:38.037>that <00:29:38.039>you

00:29:38.040 --> 00:29:40.230 align:start position:0%
<00:29:38.040>trial <00:29:38.139>of <00:29:38.240>Bob. <00:29:38.340>A <00:29:38.440>coding <00:29:38.540>agent <00:29:38.639>that <00:29:38.740>you <00:29:38.840>can <00:29:38.940>experience <00:29:39.040>in <00:29:39.139>our <00:29:39.240>booth. <00:29:39.340>There's <00:29:39.440>a

00:29:40.230 --> 00:29:40.240 align:start position:0%
<00:29:40.230>can <00:29:40.231>experience <00:29:40.233>in <00:29:40.234>our <00:29:40.236>booth. <00:29:40.237>There's <00:29:40.239>a

00:29:40.240 --> 00:29:42.430 align:start position:0%
<00:29:40.240>can <00:29:40.333>experience <00:29:40.426>in <00:29:40.520>our <00:29:40.613>booth. <00:29:40.706>There's <00:29:40.800>a <00:29:40.893>ton <00:29:40.986>of <00:29:41.080>videos <00:29:41.173>online. <00:29:41.266>I <00:29:41.360>have <00:29:41.453>a <00:29:41.546>ton <00:29:41.640>of

00:29:42.430 --> 00:29:42.440 align:start position:0%
<00:29:42.430>ton <00:29:42.431>of <00:29:42.432>videos <00:29:42.433>online. <00:29:42.434>I <00:29:42.435>have <00:29:42.436>a <00:29:42.437>ton <00:29:42.439>of

00:29:42.440 --> 00:29:46.030 align:start position:0%
<00:29:42.440>ton <00:29:42.533>of <00:29:42.626>videos <00:29:42.720>online. <00:29:42.813>I <00:29:42.906>have <00:29:43.000>a <00:29:43.093>ton <00:29:43.186>of <00:29:43.280>content. <00:29:43.373>If <00:29:43.466>you <00:29:43.560>do <00:29:43.653>have <00:29:43.746>more <00:29:43.840>questions,

00:29:46.030 --> 00:29:46.040 align:start position:0%
<00:29:46.030>content. <00:29:46.031>If <00:29:46.033>you <00:29:46.034>do <00:29:46.036>have <00:29:46.037>more <00:29:46.039>questions,

00:29:46.040 --> 00:29:47.470 align:start position:0%
<00:29:46.040>content. <00:29:46.131>If <00:29:46.223>you <00:29:46.315>do <00:29:46.407>have <00:29:46.499>more <00:29:46.591>questions, <00:29:46.683>please <00:29:46.775>find <00:29:46.867>me <00:29:46.959>at <00:29:47.051>the <00:29:47.143>booth. <00:29:47.235>Thank <00:29:47.327>you

00:29:47.470 --> 00:29:47.480 align:start position:0%
<00:29:47.470>please <00:29:47.471>find <00:29:47.472>me <00:29:47.473>at <00:29:47.475>the <00:29:47.476>booth. <00:29:47.477>Thank <00:29:47.479>you

00:29:47.480 --> 00:29:49.470 align:start position:0%
<00:29:47.480>please <00:29:47.607>find <00:29:47.734>me <00:29:47.861>at <00:29:47.989>the <00:29:48.116>booth. <00:29:48.243>Thank <00:29:48.370>you <00:29:48.498>for <00:29:48.625>your <00:29:48.752>time <00:29:48.880>today.

00:29:49.470 --> 00:29:49.480 align:start position:0%
<00:29:49.470>for <00:29:49.473>your <00:29:49.476>time <00:29:49.479>today.

00:29:49.480 --> 00:29:51.500 align:start position:0%
<00:29:49.480>for <00:29:49.760>your <00:29:50.040>time <00:29:50.320>today. <00:29:50.600>&gt;&gt; <00:29:50.880>[applause]