WEBVTT

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<00:00:40.320>replete <00:00:40.413>and <00:00:40.506>any <00:00:40.600>other <00:00:40.693>tool <00:00:40.786>or <00:00:40.880>open <00:00:40.973>cursor <00:00:41.066>ID <00:00:41.160>and <00:00:41.253>you <00:00:41.346>will <00:00:41.440>be <00:00:41.533>good <00:00:41.626>to <00:00:41.720>go

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<00:00:43.590>with <00:00:43.591>your <00:00:43.593>prompts <00:00:43.594>and <00:00:43.596>the <00:00:43.597>result <00:00:43.599>that

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<00:00:43.600>with <00:00:43.693>your <00:00:43.786>prompts <00:00:43.880>and <00:00:43.973>the <00:00:44.066>result <00:00:44.160>that <00:00:44.253>will <00:00:44.346>come <00:00:44.440>out <00:00:44.533>of <00:00:44.626>it. <00:00:44.720>But <00:00:44.813>if <00:00:44.906>we <00:00:45.000>are

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<00:00:45.350>will <00:00:45.351>come <00:00:45.352>out <00:00:45.353>of <00:00:45.354>it. <00:00:45.355>But <00:00:45.356>if <00:00:45.357>we <00:00:45.359>are

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<00:00:45.360>will <00:00:45.453>come <00:00:45.546>out <00:00:45.640>of <00:00:45.733>it. <00:00:45.826>But <00:00:45.920>if <00:00:46.013>we <00:00:46.106>are <00:00:46.200>talking <00:00:46.293>about <00:00:46.386>something <00:00:46.480>that <00:00:46.573>is <00:00:46.666>about <00:00:46.760>to

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<00:00:47.110>talking <00:00:47.111>about <00:00:47.113>something <00:00:47.114>that <00:00:47.116>is <00:00:47.117>about <00:00:47.119>to

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<00:00:47.120>talking <00:00:47.247>about <00:00:47.374>something <00:00:47.501>that <00:00:47.629>is <00:00:47.756>about <00:00:47.883>to <00:00:48.010>be <00:00:48.138>split <00:00:48.265>into <00:00:48.392>multiple <00:00:48.519>microservices

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<00:00:50.310>be <00:00:50.312>split <00:00:50.314>into <00:00:50.316>multiple <00:00:50.319>microservices

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<00:00:50.320>be <00:00:50.471>split <00:00:50.622>into <00:00:50.772>multiple <00:00:50.924>microservices <00:00:51.075>available <00:00:51.226>on <00:00:51.376>a <00:00:51.528>different <00:00:51.679>regions

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<00:00:51.830>available <00:00:51.832>on <00:00:51.834>a <00:00:51.836>different <00:00:51.839>regions

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<00:00:51.840>available <00:00:51.967>on <00:00:52.094>a <00:00:52.221>different <00:00:52.349>regions <00:00:52.476>integrated <00:00:52.603>all <00:00:52.730>together, <00:00:52.858>we <00:00:52.985>need <00:00:53.112>to <00:00:53.240>take

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<00:00:53.590>integrated <00:00:53.591>all <00:00:53.593>together, <00:00:53.594>we <00:00:53.596>need <00:00:53.597>to <00:00:53.599>take

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<00:00:53.600>integrated <00:00:53.700>all <00:00:53.800>together, <00:00:53.900>we <00:00:54.000>need <00:00:54.100>to <00:00:54.200>take <00:00:54.300>care <00:00:54.400>of <00:00:54.500>it. <00:00:54.600>how <00:00:54.700>it's <00:00:54.800>developed, <00:00:54.900>how <00:00:55.000>it's

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<00:00:57.440>maintained, <00:00:57.556>what <00:00:57.673>are <00:00:57.790>the <00:00:57.906>ways <00:00:58.023>it <00:00:58.140>will <00:00:58.256>integrate, <00:00:58.373>what <00:00:58.489>are <00:00:58.606>the <00:00:58.723>architectures <00:00:58.839>of

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<00:00:59.430>integrate, <00:00:59.431>what <00:00:59.433>are <00:00:59.435>the <00:00:59.437>architectures <00:00:59.439>of

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<00:00:59.440>integrate, <00:00:59.556>what <00:00:59.673>are <00:00:59.790>the <00:00:59.907>architectures <00:01:00.024>of <00:01:00.141>a <00:01:00.258>specific <00:01:00.375>services, <00:01:00.492>how <00:01:00.609>they <00:01:00.726>will

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<00:01:00.869>a <00:01:00.870>specific <00:01:00.872>services, <00:01:00.874>how <00:01:00.876>they <00:01:00.878>will

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<00:01:00.879>a <00:01:00.995>specific <00:01:01.112>services, <00:01:01.229>how <00:01:01.345>they <00:01:01.462>will <00:01:01.579>connect <00:01:01.695>etc. <00:01:01.812>So <00:01:01.928>then <00:01:02.045>comes <00:01:02.162>the <00:01:02.279>question

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<00:01:03.430>connect <00:01:03.431>etc. <00:01:03.433>So <00:01:03.434>then <00:01:03.436>comes <00:01:03.437>the <00:01:03.439>question

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<00:01:03.440>connect <00:01:03.533>etc. <00:01:03.626>So <00:01:03.720>then <00:01:03.813>comes <00:01:03.906>the <00:01:04.000>question <00:01:04.093>how <00:01:04.186>to <00:01:04.280>make <00:01:04.373>the <00:01:04.466>AI <00:01:04.560>to <00:01:04.653>follow <00:01:04.746>the <00:01:04.840>paths

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<00:01:05.830>how <00:01:05.831>to <00:01:05.832>make <00:01:05.833>the <00:01:05.834>AI <00:01:05.835>to <00:01:05.836>follow <00:01:05.837>the <00:01:05.839>paths

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<00:01:05.840>how <00:01:05.933>to <00:01:06.026>make <00:01:06.120>the <00:01:06.213>AI <00:01:06.306>to <00:01:06.400>follow <00:01:06.493>the <00:01:06.586>paths <00:01:06.680>that <00:01:06.773>we <00:01:06.866>would <00:01:06.960>like <00:01:07.053>to <00:01:07.146>achieve. <00:01:07.240>So

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<00:01:08.070>that <00:01:08.071>we <00:01:08.073>would <00:01:08.074>like <00:01:08.076>to <00:01:08.077>achieve. <00:01:08.079>So

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<00:01:08.080>that <00:01:08.187>we <00:01:08.295>would <00:01:08.403>like <00:01:08.510>to <00:01:08.618>achieve. <00:01:08.726>So <00:01:08.833>everybody <00:01:08.941>is <00:01:09.049>building <00:01:09.156>with <00:01:09.264>AI <00:01:09.372>today. <00:01:09.480>So

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<00:01:10.149>everybody <00:01:10.150>is <00:01:10.152>building <00:01:10.153>with <00:01:10.155>AI <00:01:10.156>today. <00:01:10.158>So

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<00:01:10.159>everybody <00:01:10.246>is <00:01:10.334>building <00:01:10.421>with <00:01:10.509>AI <00:01:10.596>today. <00:01:10.684>So <00:01:10.771>if <00:01:10.859>any <00:01:10.946>of <00:01:11.034>you <00:01:11.121>is <00:01:11.209>using <00:01:11.296>AI <00:01:11.384>put <00:01:11.471>your <00:01:11.559>hands

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<00:01:12.070>if <00:01:12.071>any <00:01:12.071>of <00:01:12.073>you <00:01:12.074>is <00:01:12.075>using <00:01:12.076>AI <00:01:12.077>put <00:01:12.078>your <00:01:12.079>hands

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<00:01:12.080>if <00:01:12.157>any <00:01:12.235>of <00:01:12.313>you <00:01:12.391>is <00:01:12.468>using <00:01:12.546>AI <00:01:12.624>put <00:01:12.702>your <00:01:12.780>hands <00:01:12.857>up <00:01:12.935>so <00:01:13.013>I <00:01:13.091>will <00:01:13.168>know <00:01:13.246>what's <00:01:13.324>the <00:01:13.402>okay <00:01:13.480>like

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<00:01:14.950>up <00:01:14.951>so <00:01:14.952>I <00:01:14.953>will <00:01:14.954>know <00:01:14.955>what's <00:01:14.956>the <00:01:14.957>okay <00:01:14.959>like

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<00:01:14.960>up <00:01:15.053>so <00:01:15.146>I <00:01:15.240>will <00:01:15.333>know <00:01:15.426>what's <00:01:15.520>the <00:01:15.613>okay <00:01:15.706>like <00:01:15.800>like <00:01:15.893>the <00:01:15.986>statistics <00:01:16.080>on <00:01:16.173>my <00:01:16.266>next <00:01:16.360>slides

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<00:01:16.550>like <00:01:16.551>the <00:01:16.553>statistics <00:01:16.554>on <00:01:16.556>my <00:01:16.557>next <00:01:16.559>slides

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<00:01:16.560>like <00:01:16.653>the <00:01:16.746>statistics <00:01:16.840>on <00:01:16.933>my <00:01:17.026>next <00:01:17.120>slides <00:01:17.213>are <00:01:17.306>showing <00:01:17.400>80% <00:01:17.493>at <00:01:17.586>least. <00:01:17.680>uh <00:01:17.773>so <00:01:17.866>uh <00:01:17.960>when

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<00:01:20.070>are <00:01:20.071>showing <00:01:20.072>80% <00:01:20.073>at <00:01:20.074>least. <00:01:20.075>uh <00:01:20.076>so <00:01:20.077>uh <00:01:20.079>when

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<00:01:20.080>are <00:01:20.167>showing <00:01:20.255>80% <00:01:20.342>at <00:01:20.429>least. <00:01:20.517>uh <00:01:20.605>so <00:01:20.692>uh <00:01:20.780>when <00:01:20.867>everybody <00:01:20.955>is <00:01:21.042>building <00:01:21.130>with <00:01:21.217>the <00:01:21.304>AI <00:01:21.392>and <00:01:21.480>it

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<00:01:22.390>everybody <00:01:22.391>is <00:01:22.392>building <00:01:22.393>with <00:01:22.395>the <00:01:22.396>AI <00:01:22.397>and <00:01:22.399>it

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<00:01:22.400>everybody <00:01:22.487>is <00:01:22.575>building <00:01:22.662>with <00:01:22.750>the <00:01:22.837>AI <00:01:22.925>and <00:01:23.012>it <00:01:23.100>says <00:01:23.187>that <00:01:23.275>81% <00:01:23.362>already <00:01:23.450>use <00:01:23.537>it <00:01:23.625>40% <00:01:23.712>of <00:01:23.800>code

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<00:01:25.749>says <00:01:25.750>that <00:01:25.751>81% <00:01:25.752>already <00:01:25.753>use <00:01:25.754>it <00:01:25.755>40% <00:01:25.756>of <00:01:25.758>code

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<00:01:25.759>says <00:01:25.846>that <00:01:25.934>81% <00:01:26.021>already <00:01:26.109>use <00:01:26.196>it <00:01:26.284>40% <00:01:26.371>of <00:01:26.459>code <00:01:26.546>is <00:01:26.634>already <00:01:26.721>AI <00:01:26.809>assisted <00:01:26.896>we <00:01:26.984>are <00:01:27.071>coming <00:01:27.159>to

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<00:01:28.710>is <00:01:28.711>already <00:01:28.712>AI <00:01:28.713>assisted <00:01:28.715>we <00:01:28.716>are <00:01:28.717>coming <00:01:28.719>to

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<00:01:28.720>is <00:01:28.820>already <00:01:28.920>AI <00:01:29.020>assisted <00:01:29.120>we <00:01:29.220>are <00:01:29.320>coming <00:01:29.420>to <00:01:29.520>kind <00:01:29.620>of <00:01:29.720>an <00:01:29.820>existential <00:01:29.920>question <00:01:30.020>so <00:01:30.120>it's

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<00:01:32.870>kind <00:01:32.871>of <00:01:32.873>an <00:01:32.874>existential <00:01:32.876>question <00:01:32.877>so <00:01:32.878>it's

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<00:01:32.880>kind <00:01:32.987>of <00:01:33.095>an <00:01:33.203>existential <00:01:33.310>question <00:01:33.418>so <00:01:33.526>it's <00:01:33.633>not <00:01:33.741>uh <00:01:33.849>it's <00:01:33.956>the <00:01:34.064>existential <00:01:34.172>question <00:01:34.280>of

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<00:01:37.190>not <00:01:37.191>uh <00:01:37.193>it's <00:01:37.194>the <00:01:37.196>existential <00:01:37.197>question <00:01:37.199>of

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<00:01:37.200>not <00:01:37.300>uh <00:01:37.400>it's <00:01:37.500>the <00:01:37.600>existential <00:01:37.700>question <00:01:37.800>of <00:01:37.900>what <00:01:38.000>should <00:01:38.100>be <00:01:38.200>the <00:01:38.300>way <00:01:38.400>we <00:01:38.500>should <00:01:38.600>think

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<00:01:38.950>what <00:01:38.951>should <00:01:38.952>be <00:01:38.953>the <00:01:38.955>way <00:01:38.956>we <00:01:38.957>should <00:01:38.959>think

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<00:01:38.960>what <00:01:39.053>should <00:01:39.146>be <00:01:39.240>the <00:01:39.333>way <00:01:39.426>we <00:01:39.520>should <00:01:39.613>think <00:01:39.706>and <00:01:39.800>what <00:01:39.893>should <00:01:39.986>be <00:01:40.080>the <00:01:40.173>way <00:01:40.266>we <00:01:40.360>should

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<00:01:40.550>and <00:01:40.551>what <00:01:40.552>should <00:01:40.553>be <00:01:40.555>the <00:01:40.556>way <00:01:40.557>we <00:01:40.559>should

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<00:01:40.560>and <00:01:40.653>what <00:01:40.746>should <00:01:40.840>be <00:01:40.933>the <00:01:41.026>way <00:01:41.120>we <00:01:41.213>should <00:01:41.306>structure <00:01:41.400>our <00:01:41.493>practices <00:01:41.586>in <00:01:41.680>a <00:01:41.773>so <00:01:41.866>we <00:01:41.960>can

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<00:01:44.469>structure <00:01:44.470>our <00:01:44.471>practices <00:01:44.472>in <00:01:44.474>a <00:01:44.475>so <00:01:44.476>we <00:01:44.478>can

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<00:01:44.479>structure <00:01:44.572>our <00:01:44.665>practices <00:01:44.759>in <00:01:44.852>a <00:01:44.945>so <00:01:45.039>we <00:01:45.132>can <00:01:45.225>strive <00:01:45.319>in <00:01:45.412>this <00:01:45.505>new <00:01:45.599>world <00:01:45.692>of <00:01:45.785>the <00:01:45.879>AI

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<00:01:46.550>strive <00:01:46.551>in <00:01:46.552>this <00:01:46.553>new <00:01:46.555>world <00:01:46.556>of <00:01:46.557>the <00:01:46.559>AI

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<00:01:46.560>strive <00:01:46.676>in <00:01:46.793>this <00:01:46.910>new <00:01:47.026>world <00:01:47.143>of <00:01:47.260>the <00:01:47.376>AI <00:01:47.493>assisted <00:01:47.610>development <00:01:47.726>and <00:01:47.843>That <00:01:47.960>question

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<00:01:48.469>assisted <00:01:48.471>development <00:01:48.473>and <00:01:48.475>That <00:01:48.478>question

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<00:01:48.479>assisted <00:01:48.586>development <00:01:48.694>and <00:01:48.802>That <00:01:48.909>question <00:01:49.017>is <00:01:49.125>software <00:01:49.232>engineer <00:01:49.340>to <00:01:49.448>be <00:01:49.555>or <00:01:49.663>not <00:01:49.771>to <00:01:49.879>be

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<00:01:51.990>is <00:01:51.991>software <00:01:51.992>engineer <00:01:51.993>to <00:01:51.994>be <00:01:51.995>or <00:01:51.996>not <00:01:51.997>to <00:01:51.999>be

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<00:01:52.000>is <00:01:52.087>software <00:01:52.175>engineer <00:01:52.262>to <00:01:52.350>be <00:01:52.437>or <00:01:52.525>not <00:01:52.612>to <00:01:52.700>be <00:01:52.787>anymore. <00:01:52.875>Uh <00:01:52.962>so <00:01:53.050>are <00:01:53.137>we <00:01:53.225>still <00:01:53.312>needed? <00:01:53.400>What

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<00:01:55.509>anymore. <00:01:55.511>Uh <00:01:55.512>so <00:01:55.513>are <00:01:55.515>we <00:01:55.516>still <00:01:55.517>needed? <00:01:55.519>What

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<00:01:55.520>anymore. <00:01:55.607>Uh <00:01:55.695>so <00:01:55.782>are <00:01:55.870>we <00:01:55.957>still <00:01:56.045>needed? <00:01:56.132>What <00:01:56.220>is <00:01:56.307>our <00:01:56.395>role <00:01:56.482>in <00:01:56.570>the <00:01:56.657>projects? <00:01:56.745>Who <00:01:56.832>are <00:01:56.920>we?

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<00:01:58.149>is <00:01:58.150>our <00:01:58.151>role <00:01:58.152>in <00:01:58.153>the <00:01:58.154>projects? <00:01:58.155>Who <00:01:58.156>are <00:01:58.157>we?

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<00:01:58.158>is <00:01:58.241>our <00:01:58.323>role <00:01:58.406>in <00:01:58.488>the <00:01:58.570>projects? <00:01:58.653>Who <00:01:58.735>are <00:01:58.817>we? <00:01:58.900>In <00:01:58.982>fact, <00:01:59.064>more <00:01:59.147>or <00:01:59.229>less <00:01:59.311>it <00:01:59.394>looks <00:01:59.476>as <00:01:59.559>it

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<00:02:01.030>In <00:02:01.031>fact, <00:02:01.032>more <00:02:01.033>or <00:02:01.034>less <00:02:01.035>it <00:02:01.036>looks <00:02:01.037>as <00:02:01.039>it

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<00:02:01.040>In <00:02:01.133>fact, <00:02:01.226>more <00:02:01.320>or <00:02:01.413>less <00:02:01.506>it <00:02:01.600>looks <00:02:01.693>as <00:02:01.786>it <00:02:01.880>changes <00:02:01.973>almost <00:02:02.066>every <00:02:02.160>week <00:02:02.253>that <00:02:02.346>we <00:02:02.440>are

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<00:02:02.870>changes <00:02:02.871>almost <00:02:02.873>every <00:02:02.874>week <00:02:02.876>that <00:02:02.877>we <00:02:02.878>are

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<00:02:02.880>changes <00:02:02.987>almost <00:02:03.095>every <00:02:03.203>week <00:02:03.310>that <00:02:03.418>we <00:02:03.526>are <00:02:03.633>becoming <00:02:03.741>kind <00:02:03.849>of <00:02:03.956>a <00:02:04.064>team <00:02:04.172>coordinator. <00:02:04.280>And

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<00:02:05.350>becoming <00:02:05.351>kind <00:02:05.353>of <00:02:05.354>a <00:02:05.356>team <00:02:05.357>coordinator. <00:02:05.359>And

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<00:02:05.360>becoming <00:02:05.453>kind <00:02:05.546>of <00:02:05.640>a <00:02:05.733>team <00:02:05.826>coordinator. <00:02:05.920>And <00:02:06.013>in <00:02:06.106>some <00:02:06.200>of <00:02:06.293>you <00:02:06.386>are <00:02:06.480>already <00:02:06.573>as <00:02:06.666>CTOs, <00:02:06.760>tech

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<00:02:07.830>in <00:02:07.831>some <00:02:07.832>of <00:02:07.833>you <00:02:07.834>are <00:02:07.835>already <00:02:07.836>as <00:02:07.837>CTOs, <00:02:07.839>tech

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<00:02:07.840>in <00:02:07.947>some <00:02:08.055>of <00:02:08.163>you <00:02:08.270>are <00:02:08.378>already <00:02:08.486>as <00:02:08.593>CTOs, <00:02:08.701>tech <00:02:08.809>leaders, <00:02:08.916>senior <00:02:09.024>engineers, <00:02:09.132>you <00:02:09.240>are

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<00:02:09.509>leaders, <00:02:09.512>senior <00:02:09.514>engineers, <00:02:09.516>you <00:02:09.519>are

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<00:02:09.520>leaders, <00:02:09.695>senior <00:02:09.870>engineers, <00:02:10.045>you <00:02:10.220>are <00:02:10.395>already <00:02:10.570>guiding, <00:02:10.745>coaching, <00:02:10.920>instructing,

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<00:02:11.750>already <00:02:11.753>guiding, <00:02:11.756>coaching, <00:02:11.759>instructing,

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<00:02:11.760>already <00:02:11.993>guiding, <00:02:12.226>coaching, <00:02:12.459>instructing, <00:02:12.693>monitoring, <00:02:12.926>supervising, <00:02:13.160>indicating

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<00:02:13.589>monitoring, <00:02:13.593>supervising, <00:02:13.597>indicating

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<00:02:13.599>monitoring, <00:02:13.798>supervising, <00:02:13.999>indicating <00:02:14.198>architecture, <00:02:14.399>text <00:02:14.599>patterns <00:02:14.798>and <00:02:14.999>support

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<00:02:15.830>architecture, <00:02:15.832>text <00:02:15.834>patterns <00:02:15.836>and <00:02:15.839>support

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<00:02:15.840>architecture, <00:02:15.967>text <00:02:16.094>patterns <00:02:16.221>and <00:02:16.349>support <00:02:16.476>to <00:02:16.603>the <00:02:16.730>rest <00:02:16.858>of <00:02:16.985>your <00:02:17.112>team. <00:02:17.240>And

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<00:02:18.196>to <00:02:18.197>the <00:02:18.198>rest <00:02:18.200>of <00:02:18.202>your <00:02:18.203>team. <00:02:18.204>And

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<00:02:18.206>to <00:02:18.322>the <00:02:18.439>rest <00:02:18.555>of <00:02:18.672>your <00:02:18.789>team. <00:02:18.905>And <00:02:19.022>[clears <00:02:19.139>throat] <00:02:19.256>what <00:02:19.372>changes <00:02:19.489>is <00:02:19.606>that

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<00:02:19.910>[clears <00:02:19.911>throat] <00:02:19.913>what <00:02:19.915>changes <00:02:19.917>is <00:02:19.919>that

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<00:02:19.920>[clears <00:02:20.027>throat] <00:02:20.135>what <00:02:20.243>changes <00:02:20.350>is <00:02:20.458>that <00:02:20.566>your <00:02:20.673>team <00:02:20.781>become <00:02:20.889>an <00:02:20.996>agents <00:02:21.104>and <00:02:21.212>then <00:02:21.320>it's

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<00:02:22.550>your <00:02:22.551>team <00:02:22.552>become <00:02:22.553>an <00:02:22.555>agents <00:02:22.556>and <00:02:22.557>then <00:02:22.559>it's

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<00:02:22.560>your <00:02:22.660>team <00:02:22.760>become <00:02:22.860>an <00:02:22.960>agents <00:02:23.060>and <00:02:23.160>then <00:02:23.260>it's <00:02:23.360>a <00:02:23.460>question <00:02:23.560>what <00:02:23.660>happens <00:02:23.760>with <00:02:23.860>all <00:02:23.960>your

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<00:02:24.470>a <00:02:24.471>question <00:02:24.472>what <00:02:24.474>happens <00:02:24.476>with <00:02:24.477>all <00:02:24.478>your

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<00:02:24.480>a <00:02:24.578>question <00:02:24.678>what <00:02:24.777>happens <00:02:24.876>with <00:02:24.975>all <00:02:25.073>your <00:02:25.173>colleagues <00:02:25.272>that <00:02:25.370>were <00:02:25.470>in <00:02:25.569>part <00:02:25.668>of <00:02:25.767>that

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<00:02:25.910>colleagues <00:02:25.911>that <00:02:25.913>were <00:02:25.914>in <00:02:25.916>part <00:02:25.917>of <00:02:25.919>that

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<00:02:25.920>colleagues <00:02:26.027>that <00:02:26.135>were <00:02:26.243>in <00:02:26.350>part <00:02:26.458>of <00:02:26.566>that <00:02:26.673>team. <00:02:26.781>So <00:02:26.889>they <00:02:26.996>don't <00:02:27.104>disappear. <00:02:27.212>I <00:02:27.320>will

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<00:02:27.510>team. <00:02:27.511>So <00:02:27.513>they <00:02:27.514>don't <00:02:27.516>disappear. <00:02:27.517>I <00:02:27.519>will

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<00:02:27.520>team. <00:02:27.636>So <00:02:27.753>they <00:02:27.870>don't <00:02:27.986>disappear. <00:02:28.103>I <00:02:28.220>will <00:02:28.336>explain <00:02:28.453>you <00:02:28.570>later <00:02:28.686>why. <00:02:28.803>[snorts] <00:02:28.920>But

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<00:02:29.270>explain <00:02:29.271>you <00:02:29.273>later <00:02:29.275>why. <00:02:29.277>[snorts] <00:02:29.279>But

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<00:02:29.280>explain <00:02:29.387>you <00:02:29.495>later <00:02:29.603>why. <00:02:29.710>[snorts] <00:02:29.818>But <00:02:29.926>still <00:02:30.033>your <00:02:30.141>goal <00:02:30.249>is <00:02:30.356>like <00:02:30.464>to <00:02:30.572>guide <00:02:30.680>coach

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<00:02:31.350>still <00:02:31.351>your <00:02:31.352>goal <00:02:31.353>is <00:02:31.355>like <00:02:31.356>to <00:02:31.357>guide <00:02:31.359>coach

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<00:02:31.360>still <00:02:31.487>your <00:02:31.614>goal <00:02:31.741>is <00:02:31.869>like <00:02:31.996>to <00:02:32.123>guide <00:02:32.250>coach <00:02:32.378>instruct <00:02:32.505>monitor <00:02:32.632>supervise <00:02:32.760>indicate

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<00:02:33.110>instruct <00:02:33.113>monitor <00:02:33.116>supervise <00:02:33.119>indicate

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<00:02:33.120>instruct <00:02:33.295>monitor <00:02:33.470>supervise <00:02:33.645>indicate <00:02:33.820>architecture <00:02:33.995>text <00:02:34.170>tax <00:02:34.345>patterns <00:02:34.520>and

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<00:02:34.710>architecture <00:02:34.712>text <00:02:34.714>tax <00:02:34.716>patterns <00:02:34.719>and

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<00:02:34.720>architecture <00:02:34.836>text <00:02:34.953>tax <00:02:35.070>patterns <00:02:35.186>and <00:02:35.303>support <00:02:35.420>but <00:02:35.536>now <00:02:35.653>to <00:02:35.770>the <00:02:35.886>AI <00:02:36.003>engines. <00:02:36.120>Why?

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<00:02:37.670>support <00:02:37.671>but <00:02:37.672>now <00:02:37.673>to <00:02:37.675>the <00:02:37.676>AI <00:02:37.677>engines. <00:02:37.679>Why?

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<00:02:37.680>support <00:02:37.787>but <00:02:37.895>now <00:02:38.003>to <00:02:38.110>the <00:02:38.218>AI <00:02:38.326>engines. <00:02:38.433>Why? <00:02:38.541>Because <00:02:38.649>agents <00:02:38.756>should <00:02:38.864>follow <00:02:38.972>and <00:02:39.080>realize

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<00:02:40.228>Because <00:02:40.230>agents <00:02:40.232>should <00:02:40.234>follow <00:02:40.236>and <00:02:40.238>realize

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<00:02:40.239>Because <00:02:40.355>agents <00:02:40.472>should <00:02:40.589>follow <00:02:40.705>and <00:02:40.822>realize <00:02:40.939>the <00:02:41.055>system <00:02:41.172>based <00:02:41.289>on <00:02:41.405>your <00:02:41.522>knowledge <00:02:41.639>and

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<00:02:42.470>the <00:02:42.471>system <00:02:42.472>based <00:02:42.474>on <00:02:42.476>your <00:02:42.477>knowledge <00:02:42.478>and

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<00:02:42.480>the <00:02:42.579>system <00:02:42.679>based <00:02:42.780>on <00:02:42.880>your <00:02:42.980>knowledge <00:02:43.079>and <00:02:43.179>your <00:02:43.280>guidance. <00:02:43.380>as <00:02:43.480>if <00:02:43.579>it's <00:02:43.679>not <00:02:43.780>the <00:02:43.880>your

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<00:02:46.150>your <00:02:46.151>guidance. <00:02:46.152>as <00:02:46.153>if <00:02:46.155>it's <00:02:46.156>not <00:02:46.157>the <00:02:46.159>your

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<00:02:46.160>your <00:02:46.253>guidance. <00:02:46.346>as <00:02:46.440>if <00:02:46.533>it's <00:02:46.626>not <00:02:46.720>the <00:02:46.813>your <00:02:46.906>guidance <00:02:47.000>uh <00:02:47.093>what <00:02:47.186>is <00:02:47.280>telling <00:02:47.373>the <00:02:47.466>AI <00:02:47.560>what

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<00:02:48.150>guidance <00:02:48.151>uh <00:02:48.152>what <00:02:48.153>is <00:02:48.155>telling <00:02:48.156>the <00:02:48.157>AI <00:02:48.159>what

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<00:02:48.160>guidance <00:02:48.247>uh <00:02:48.335>what <00:02:48.422>is <00:02:48.510>telling <00:02:48.597>the <00:02:48.685>AI <00:02:48.772>what <00:02:48.859>to <00:02:48.947>do <00:02:49.035>it <00:02:49.122>will <00:02:49.210>be <00:02:49.297>an <00:02:49.385>internet <00:02:49.472>average <00:02:49.560>uh

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<00:02:50.949>to <00:02:50.950>do <00:02:50.951>it <00:02:50.952>will <00:02:50.953>be <00:02:50.954>an <00:02:50.955>internet <00:02:50.956>average <00:02:50.958>uh

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<00:02:50.959>to <00:02:51.046>do <00:02:51.134>it <00:02:51.221>will <00:02:51.309>be <00:02:51.396>an <00:02:51.484>internet <00:02:51.571>average <00:02:51.659>uh <00:02:51.746>if <00:02:51.834>you <00:02:51.921>know <00:02:52.009>such <00:02:52.096>a <00:02:52.184>play-doh <00:02:52.271>toys <00:02:52.359>that

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<00:02:52.949>if <00:02:52.950>you <00:02:52.951>know <00:02:52.952>such <00:02:52.954>a <00:02:52.955>play-doh <00:02:52.956>toys <00:02:52.958>that

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<00:02:52.959>if <00:02:53.066>you <00:02:53.174>know <00:02:53.282>such <00:02:53.389>a <00:02:53.497>play-doh <00:02:53.605>toys <00:02:53.712>that <00:02:53.820>the <00:02:53.928>children <00:02:54.035>are <00:02:54.143>using <00:02:54.251>with <00:02:54.359>colorful

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<00:02:54.869>the <00:02:54.870>children <00:02:54.872>are <00:02:54.874>using <00:02:54.876>with <00:02:54.878>colorful

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<00:02:54.879>the <00:02:54.995>children <00:02:55.112>are <00:02:55.228>using <00:02:55.345>with <00:02:55.462>colorful <00:02:55.578>they <00:02:55.695>usually <00:02:55.812>mix <00:02:55.929>all <00:02:56.045>the <00:02:56.162>colors <00:02:56.279>together

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<00:02:56.710>they <00:02:56.711>usually <00:02:56.713>mix <00:02:56.714>all <00:02:56.716>the <00:02:56.717>colors <00:02:56.719>together

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<00:02:56.720>they <00:02:56.807>usually <00:02:56.895>mix <00:02:56.982>all <00:02:57.070>the <00:02:57.157>colors <00:02:57.245>together <00:02:57.332>and <00:02:57.420>what <00:02:57.507>they <00:02:57.595>get <00:02:57.682>is <00:02:57.770>such <00:02:57.857>a <00:02:57.945>gray <00:02:58.032>slop <00:02:58.120>of

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<00:02:59.589>and <00:02:59.590>what <00:02:59.591>they <00:02:59.591>get <00:02:59.593>is <00:02:59.594>such <00:02:59.595>a <00:02:59.596>gray <00:02:59.596>slop <00:02:59.597>of

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<00:02:59.599>and <00:02:59.676>what <00:02:59.754>they <00:02:59.832>get <00:02:59.910>is <00:02:59.987>such <00:03:00.065>a <00:03:00.143>gray <00:03:00.221>slop <00:03:00.298>of <00:03:00.376>the <00:03:00.454>of <00:03:00.532>the <00:03:00.610>ball <00:03:00.687>and <00:03:00.765>that <00:03:00.843>same <00:03:00.921>happens <00:03:00.999>if

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<00:03:01.990>the <00:03:01.991>of <00:03:01.992>the <00:03:01.993>ball <00:03:01.994>and <00:03:01.995>that <00:03:01.996>same <00:03:01.997>happens <00:03:01.999>if

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<00:03:02.000>the <00:03:02.100>of <00:03:02.200>the <00:03:02.300>ball <00:03:02.400>and <00:03:02.500>that <00:03:02.600>same <00:03:02.700>happens <00:03:02.800>if <00:03:02.900>you <00:03:03.000>don't <00:03:03.100>instruct <00:03:03.200>the <00:03:03.300>AI <00:03:03.400>properly

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<00:03:03.830>you <00:03:03.831>don't <00:03:03.833>instruct <00:03:03.835>the <00:03:03.837>AI <00:03:03.839>properly

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<00:03:03.840>you <00:03:03.957>don't <00:03:04.074>instruct <00:03:04.191>the <00:03:04.308>AI <00:03:04.425>properly <00:03:04.542>because <00:03:04.659>you <00:03:04.776>will <00:03:04.893>get <00:03:05.010>the <00:03:05.127>internet

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<00:03:05.270>because <00:03:05.271>you <00:03:05.273>will <00:03:05.275>get <00:03:05.277>the <00:03:05.279>internet

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<00:03:05.280>because <00:03:05.387>you <00:03:05.495>will <00:03:05.603>get <00:03:05.710>the <00:03:05.818>internet <00:03:05.926>average <00:03:06.033>such <00:03:06.141>a <00:03:06.249>gray <00:03:06.356>outcome <00:03:06.464>so <00:03:06.572>if <00:03:06.680>you

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<00:03:08.070>average <00:03:08.071>such <00:03:08.072>a <00:03:08.073>gray <00:03:08.075>outcome <00:03:08.076>so <00:03:08.077>if <00:03:08.079>you

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<00:03:08.080>average <00:03:08.167>such <00:03:08.255>a <00:03:08.342>gray <00:03:08.430>outcome <00:03:08.517>so <00:03:08.605>if <00:03:08.692>you <00:03:08.780>put <00:03:08.867>the <00:03:08.955>right <00:03:09.042>uh <00:03:09.130>message <00:03:09.217>to <00:03:09.305>the <00:03:09.392>AI <00:03:09.480>the

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<00:03:10.630>put <00:03:10.631>the <00:03:10.632>right <00:03:10.633>uh <00:03:10.634>message <00:03:10.635>to <00:03:10.636>the <00:03:10.637>AI <00:03:10.638>the

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<00:03:10.640>put <00:03:10.722>the <00:03:10.804>right <00:03:10.887>uh <00:03:10.969>message <00:03:11.051>to <00:03:11.134>the <00:03:11.216>AI <00:03:11.298>the <00:03:11.381>question <00:03:11.463>is <00:03:11.545>how <00:03:11.628>to <00:03:11.710>talk <00:03:11.792>to <00:03:11.875>it <00:03:11.957>before <00:03:12.040>the

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<00:03:12.710>question <00:03:12.711>is <00:03:12.712>how <00:03:12.713>to <00:03:12.714>talk <00:03:12.715>to <00:03:12.716>it <00:03:12.717>before <00:03:12.719>the

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<00:03:12.720>question <00:03:12.820>is <00:03:12.920>how <00:03:13.020>to <00:03:13.120>talk <00:03:13.220>to <00:03:13.320>it <00:03:13.420>before <00:03:13.520>the <00:03:13.620>covid <00:03:13.720>session <00:03:13.820>Probably <00:03:13.920>you <00:03:14.020>were <00:03:14.120>just

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<00:03:14.309>covid <00:03:14.310>session <00:03:14.312>Probably <00:03:14.314>you <00:03:14.316>were <00:03:14.317>just

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<00:03:14.319>covid <00:03:14.416>session <00:03:14.513>Probably <00:03:14.611>you <00:03:14.708>were <00:03:14.805>just <00:03:14.903>taking <00:03:15.000>your <00:03:15.097>new <00:03:15.195>colleagues <00:03:15.292>to <00:03:15.390>the

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<00:03:15.509>taking <00:03:15.510>your <00:03:15.512>new <00:03:15.514>colleagues <00:03:15.516>to <00:03:15.518>the

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<00:03:15.519>taking <00:03:15.646>your <00:03:15.773>new <00:03:15.900>colleagues <00:03:16.028>to <00:03:16.155>the <00:03:16.282>cafeteria <00:03:16.409>explaining <00:03:16.537>okay <00:03:16.664>here <00:03:16.791>we <00:03:16.919>do

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<00:03:17.589>cafeteria <00:03:17.590>explaining <00:03:17.592>okay <00:03:17.594>here <00:03:17.596>we <00:03:17.597>do

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<00:03:17.599>cafeteria <00:03:17.715>explaining <00:03:17.832>okay <00:03:17.948>here <00:03:18.065>we <00:03:18.182>do <00:03:18.298>CQRS <00:03:18.415>here <00:03:18.532>we <00:03:18.649>do <00:03:18.765>dependency <00:03:18.882>injection <00:03:18.999>we

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<00:03:19.750>CQRS <00:03:19.751>here <00:03:19.753>we <00:03:19.754>do <00:03:19.756>dependency <00:03:19.757>injection <00:03:19.759>we

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<00:03:19.760>CQRS <00:03:19.859>here <00:03:19.959>we <00:03:20.060>do <00:03:20.160>dependency <00:03:20.260>injection <00:03:20.359>we <00:03:20.459>are <00:03:20.560>using <00:03:20.660>ReactJS <00:03:20.760>on <00:03:20.859>the <00:03:20.959>front <00:03:21.060>end <00:03:21.160>but

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<00:03:43.509>that <00:03:43.513>paths <00:03:43.518>blindly

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<00:04:07.030>sandbox <00:04:07.031>in <00:04:07.033>the <00:04:07.034>cloud <00:04:07.036>as <00:04:07.037>a <00:04:07.039>standalone

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<00:04:07.040>sandbox <00:04:07.147>in <00:04:07.255>the <00:04:07.363>cloud <00:04:07.470>as <00:04:07.578>a <00:04:07.686>standalone <00:04:07.793>engines <00:04:07.901>on <00:04:08.009>your <00:04:08.116>codebase. <00:04:08.224>that <00:04:08.332>will <00:04:08.440>be

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<00:04:09.040>engines <00:04:09.147>on <00:04:09.255>your <00:04:09.363>codebase. <00:04:09.470>that <00:04:09.578>will <00:04:09.686>be <00:04:09.793>using <00:04:09.901>your <00:04:10.009>repository <00:04:10.116>and <00:04:10.224>you <00:04:10.332>have <00:04:10.440>a

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<00:04:10.949>using <00:04:10.950>your <00:04:10.952>repository <00:04:10.953>and <00:04:10.955>you <00:04:10.956>have <00:04:10.958>a

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<00:04:10.959>using <00:04:11.075>your <00:04:11.192>repository <00:04:11.309>and <00:04:11.425>you <00:04:11.542>have <00:04:11.659>a <00:04:11.775>tools <00:04:11.892>like <00:04:12.009>policies, <00:04:12.125>skills, <00:04:12.242>rules <00:04:12.359>and

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<00:04:14.070>tools <00:04:14.071>like <00:04:14.073>policies, <00:04:14.075>skills, <00:04:14.077>rules <00:04:14.079>and

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<00:04:14.080>tools <00:04:14.187>like <00:04:14.295>policies, <00:04:14.403>skills, <00:04:14.510>rules <00:04:14.618>and <00:04:14.726>specs. <00:04:14.833>How <00:04:14.941>many <00:04:15.049>of <00:04:15.156>you <00:04:15.264>already <00:04:15.372>use <00:04:15.480>the

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<00:04:16.469>specs. <00:04:16.470>How <00:04:16.471>many <00:04:16.472>of <00:04:16.474>you <00:04:16.475>already <00:04:16.476>use <00:04:16.478>the

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<00:04:16.478>specs. <00:04:16.586>How <00:04:16.694>many <00:04:16.802>of <00:04:16.909>you <00:04:17.017>already <00:04:17.125>use <00:04:17.232>the <00:04:17.340>policies, <00:04:17.448>rules <00:04:17.555>or <00:04:17.663>skills? <00:04:17.771>Please <00:04:17.878>put

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<00:04:18.228>policies, <00:04:18.230>rules <00:04:18.232>or <00:04:18.234>skills? <00:04:18.236>Please <00:04:18.238>put

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<00:04:18.238>policies, <00:04:18.343>rules <00:04:18.448>or <00:04:18.552>skills? <00:04:18.657>Please <00:04:18.761>put <00:04:18.866>your <00:04:18.970>hands <00:04:19.075>up <00:04:19.179>so <00:04:19.284>I <00:04:19.388>also <00:04:19.493>have <00:04:19.598>better

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<00:04:19.749>your <00:04:19.750>hands <00:04:19.751>up <00:04:19.752>so <00:04:19.754>I <00:04:19.755>also <00:04:19.756>have <00:04:19.758>better

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<00:04:22.950>understanding. <00:04:22.952>And <00:04:22.954>uh <00:04:22.956>explaining <00:04:22.959>what

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<00:04:24.639>you <00:04:24.721>can <00:04:24.803>do <00:04:24.886>with <00:04:24.968>that <00:04:25.050>part <00:04:25.133>of <00:04:25.215>you <00:04:25.297>already <00:04:25.380>know <00:04:25.462>is <00:04:25.544>that <00:04:25.627>with <00:04:25.709>rules <00:04:25.791>you <00:04:25.874>can <00:04:25.956>say <00:04:26.039>what

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<00:04:26.870>know <00:04:26.871>is <00:04:26.872>that <00:04:26.873>with <00:04:26.874>rules <00:04:26.875>you <00:04:26.876>can <00:04:26.877>say <00:04:26.879>what

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<00:04:26.880>know <00:04:26.971>is <00:04:27.063>that <00:04:27.155>with <00:04:27.247>rules <00:04:27.339>you <00:04:27.431>can <00:04:27.523>say <00:04:27.615>what <00:04:27.707>is <00:04:27.799>the <00:04:27.891>must <00:04:27.983>follow, <00:04:28.075>must <00:04:28.167>avoid

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<00:04:28.310>is <00:04:28.311>the <00:04:28.313>must <00:04:28.315>follow, <00:04:28.317>must <00:04:28.319>avoid

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<00:04:28.320>is <00:04:28.448>the <00:04:28.577>must <00:04:28.705>follow, <00:04:28.834>must <00:04:28.963>avoid <00:04:29.091>conditions, <00:04:29.220>how <00:04:29.348>you <00:04:29.477>structure <00:04:29.606>your

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<00:04:29.749>conditions, <00:04:29.751>how <00:04:29.753>you <00:04:29.755>structure <00:04:29.758>your

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<00:04:29.759>conditions, <00:04:29.886>how <00:04:30.013>you <00:04:30.140>structure <00:04:30.268>your <00:04:30.395>products <00:04:30.522>etc. <00:04:30.649>With <00:04:30.777>the <00:04:30.904>skills <00:04:31.031>you <00:04:31.159>can

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<00:04:31.990>products <00:04:31.991>etc. <00:04:31.993>With <00:04:31.994>the <00:04:31.996>skills <00:04:31.997>you <00:04:31.999>can

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<00:04:32.000>products <00:04:32.107>etc. <00:04:32.215>With <00:04:32.323>the <00:04:32.430>skills <00:04:32.538>you <00:04:32.646>can <00:04:32.753>explain <00:04:32.861>how <00:04:32.969>to <00:04:33.076>use <00:04:33.184>the <00:04:33.292>special <00:04:33.400>tools,

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<00:04:34.230>explain <00:04:34.231>how <00:04:34.233>to <00:04:34.234>use <00:04:34.236>the <00:04:34.237>special <00:04:34.239>tools,

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<00:04:34.240>explain <00:04:34.347>how <00:04:34.455>to <00:04:34.563>use <00:04:34.670>the <00:04:34.778>special <00:04:34.886>tools, <00:04:34.993>for <00:04:35.101>example, <00:04:35.209>how <00:04:35.316>to <00:04:35.424>generate <00:04:35.532>diagrams <00:04:35.640>in

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<00:04:36.070>for <00:04:36.071>example, <00:04:36.073>how <00:04:36.074>to <00:04:36.075>generate <00:04:36.077>diagrams <00:04:36.079>in

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<00:04:36.080>for <00:04:36.196>example, <00:04:36.313>how <00:04:36.430>to <00:04:36.546>generate <00:04:36.663>diagrams <00:04:36.780>in <00:04:36.896>the <00:04:37.013>way <00:04:37.130>your <00:04:37.246>organization <00:04:37.363>expects, <00:04:37.479>how

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<00:04:38.150>the <00:04:38.151>way <00:04:38.153>your <00:04:38.155>organization <00:04:38.157>expects, <00:04:38.159>how

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<00:04:38.159>the <00:04:38.276>way <00:04:38.393>your <00:04:38.510>organization <00:04:38.626>expects, <00:04:38.743>how <00:04:38.859>to <00:04:38.976>leverage <00:04:39.093>other <00:04:39.210>uh <00:04:39.326>frameworks <00:04:39.443>you <00:04:39.559>are

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<00:04:41.030>to <00:04:41.031>leverage <00:04:41.033>other <00:04:41.034>uh <00:04:41.036>frameworks <00:04:41.037>you <00:04:41.039>are

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<00:04:41.040>to <00:04:41.144>leverage <00:04:41.249>other <00:04:41.353>uh <00:04:41.458>frameworks <00:04:41.562>you <00:04:41.667>are <00:04:41.771>using. <00:04:41.876>And <00:04:41.980>with <00:04:42.085>the <00:04:42.189>specs, <00:04:42.294>you <00:04:42.399>can

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<00:04:42.550>using. <00:04:42.551>And <00:04:42.553>with <00:04:42.554>the <00:04:42.556>specs, <00:04:42.557>you <00:04:42.559>can

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<00:04:42.560>using. <00:04:42.676>And <00:04:42.793>with <00:04:42.910>the <00:04:43.026>specs, <00:04:43.143>you <00:04:43.260>can <00:04:43.376>define <00:04:43.493>the <00:04:43.610>architecture <00:04:43.726>and <00:04:43.843>way <00:04:43.960>your

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<00:04:44.390>define <00:04:44.391>the <00:04:44.393>architecture <00:04:44.395>and <00:04:44.397>way <00:04:44.399>your

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<00:04:44.400>define <00:04:44.516>the <00:04:44.633>architecture <00:04:44.750>and <00:04:44.866>way <00:04:44.983>your <00:04:45.099>system <00:04:45.216>should <00:04:45.333>be <00:04:45.450>built. <00:04:45.566>The <00:04:45.683>truth <00:04:45.799>is

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<00:04:46.390>system <00:04:46.391>should <00:04:46.393>be <00:04:46.394>built. <00:04:46.395>The <00:04:46.397>truth <00:04:46.399>is

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<00:04:46.400>system <00:04:46.500>should <00:04:46.599>be <00:04:46.700>built. <00:04:46.799>The <00:04:46.900>truth <00:04:47.000>is <00:04:47.099>that <00:04:47.200>AI <00:04:47.299>runs <00:04:47.400>the <00:04:47.500>same <00:04:47.599>play <00:04:47.700>every <00:04:47.799>time.

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<00:04:48.550>that <00:04:48.551>AI <00:04:48.552>runs <00:04:48.553>the <00:04:48.555>same <00:04:48.556>play <00:04:48.557>every <00:04:48.559>time.

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<00:04:48.560>that <00:04:48.660>AI <00:04:48.760>runs <00:04:48.860>the <00:04:48.960>same <00:04:49.060>play <00:04:49.160>every <00:04:49.260>time. <00:04:49.360>So <00:04:49.460>your <00:04:49.560>10th <00:04:49.660>service <00:04:49.760>should <00:04:49.860>look <00:04:49.960>like

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<00:04:50.870>So <00:04:50.871>your <00:04:50.873>10th <00:04:50.874>service <00:04:50.876>should <00:04:50.877>look <00:04:50.879>like

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<00:04:50.880>So <00:04:50.973>your <00:04:51.066>10th <00:04:51.159>service <00:04:51.253>should <00:04:51.346>look <00:04:51.440>like <00:04:51.533>your <00:04:51.626>first <00:04:51.719>one. <00:04:51.813>So <00:04:51.906>how <00:04:52.000>to <00:04:52.093>check <00:04:52.186>if <00:04:52.280>the

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<00:04:53.350>your <00:04:53.351>first <00:04:53.352>one. <00:04:53.353>So <00:04:53.354>how <00:04:53.355>to <00:04:53.356>check <00:04:53.357>if <00:04:53.359>the

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<00:04:53.360>your <00:04:53.467>first <00:04:53.575>one. <00:04:53.683>So <00:04:53.790>how <00:04:53.898>to <00:04:54.006>check <00:04:54.113>if <00:04:54.221>the <00:04:54.329>AI <00:04:54.436>understood? <00:04:54.544>Normally <00:04:54.652>with <00:04:54.760>your

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<00:04:55.110>AI <00:04:55.112>understood? <00:04:55.114>Normally <00:04:55.116>with <00:04:55.119>your

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<00:04:55.120>AI <00:04:55.260>understood? <00:04:55.400>Normally <00:04:55.540>with <00:04:55.680>your <00:04:55.820>colleague <00:04:55.960>that <00:04:56.100>you <00:04:56.240>took <00:04:56.380>to <00:04:56.520>cafeteria,

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<00:04:56.870>colleague <00:04:56.871>that <00:04:56.873>you <00:04:56.875>took <00:04:56.877>to <00:04:56.879>cafeteria,

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<00:04:56.880>colleague <00:04:56.984>that <00:04:57.089>you <00:04:57.193>took <00:04:57.298>to <00:04:57.402>cafeteria, <00:04:57.507>you <00:04:57.611>would <00:04:57.716>come <00:04:57.820>to <00:04:57.925>him, <00:04:58.029>look <00:04:58.134>over <00:04:58.239>the

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<00:04:58.390>you <00:04:58.391>would <00:04:58.392>come <00:04:58.393>to <00:04:58.395>him, <00:04:58.396>look <00:04:58.397>over <00:04:58.399>the

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<00:04:58.400>you <00:04:58.493>would <00:04:58.586>come <00:04:58.679>to <00:04:58.773>him, <00:04:58.866>look <00:04:58.960>over <00:04:59.053>the <00:04:59.146>shoulder <00:04:59.239>on <00:04:59.333>his <00:04:59.426>screen <00:04:59.520>and <00:04:59.613>check <00:04:59.706>if <00:04:59.799>the

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<00:05:00.390>shoulder <00:05:00.391>on <00:05:00.392>his <00:05:00.393>screen <00:05:00.395>and <00:05:00.396>check <00:05:00.397>if <00:05:00.399>the

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<00:05:00.400>shoulder <00:05:00.500>on <00:05:00.599>his <00:05:00.700>screen <00:05:00.799>and <00:05:00.900>check <00:05:01.000>if <00:05:01.099>the <00:05:01.200>outcome <00:05:01.299>is <00:05:01.400>the <00:05:01.500>one <00:05:01.599>you <00:05:01.700>are <00:05:01.799>expecting

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<00:05:02.150>outcome <00:05:02.151>is <00:05:02.153>the <00:05:02.154>one <00:05:02.156>you <00:05:02.157>are <00:05:02.159>expecting

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<00:05:02.160>outcome <00:05:02.260>is <00:05:02.360>the <00:05:02.460>one <00:05:02.560>you <00:05:02.660>are <00:05:02.760>expecting <00:05:02.860>based <00:05:02.960>on <00:05:03.060>this <00:05:03.160>what <00:05:03.260>you <00:05:03.360>are <00:05:03.460>explaining <00:05:03.560>to

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<00:05:03.990>based <00:05:03.991>on <00:05:03.992>this <00:05:03.993>what <00:05:03.995>you <00:05:03.996>are <00:05:03.997>explaining <00:05:03.999>to

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<00:05:04.000>based <00:05:04.087>on <00:05:04.175>this <00:05:04.262>what <00:05:04.350>you <00:05:04.437>are <00:05:04.525>explaining <00:05:04.612>to <00:05:04.700>him. <00:05:04.787>But <00:05:04.875>with <00:05:04.962>AI, <00:05:05.050>we <00:05:05.137>have <00:05:05.225>a <00:05:05.312>little <00:05:05.400>bit

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<00:05:06.310>him. <00:05:06.311>But <00:05:06.312>with <00:05:06.313>AI, <00:05:06.314>we <00:05:06.315>have <00:05:06.316>a <00:05:06.317>little <00:05:06.319>bit

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<00:05:06.320>him. <00:05:06.413>But <00:05:06.506>with <00:05:06.599>AI, <00:05:06.693>we <00:05:06.786>have <00:05:06.880>a <00:05:06.973>little <00:05:07.066>bit <00:05:07.159>different <00:05:07.253>uh <00:05:07.346>solutions <00:05:07.440>to <00:05:07.533>make <00:05:07.626>the <00:05:07.719>same

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<00:05:09.590>different <00:05:09.591>uh <00:05:09.592>solutions <00:05:09.594>to <00:05:09.596>make <00:05:09.597>the <00:05:09.599>same

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<00:05:09.600>different <00:05:09.700>uh <00:05:09.800>solutions <00:05:09.900>to <00:05:10.000>make <00:05:10.100>the <00:05:10.200>same <00:05:10.300>uh <00:05:10.400>check. <00:05:10.500>So <00:05:10.600>we <00:05:10.700>have <00:05:10.800>on <00:05:10.900>many <00:05:11.000>different

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<00:05:11.909>uh <00:05:11.910>check. <00:05:11.911>So <00:05:11.912>we <00:05:11.914>have <00:05:11.915>on <00:05:11.916>many <00:05:11.918>different

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<00:05:11.919>uh <00:05:12.019>check. <00:05:12.119>So <00:05:12.219>we <00:05:12.318>have <00:05:12.419>on <00:05:12.519>many <00:05:12.619>different <00:05:12.719>platforms <00:05:12.818>like <00:05:12.919>codeex <00:05:13.019>like <00:05:13.119>uh <00:05:13.219>cloud <00:05:13.318>like

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<00:05:15.749>platforms <00:05:15.750>like <00:05:15.752>codeex <00:05:15.753>like <00:05:15.755>uh <00:05:15.756>cloud <00:05:15.758>like

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<00:05:15.759>platforms <00:05:15.859>like <00:05:15.959>codeex <00:05:16.059>like <00:05:16.159>uh <00:05:16.259>cloud <00:05:16.359>like <00:05:16.459>uh <00:05:16.559>uh <00:05:16.659>other <00:05:16.759>LLMs <00:05:16.859>for <00:05:16.959>generating <00:05:17.059>code <00:05:17.159>the

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<00:05:18.710>uh <00:05:18.711>uh <00:05:18.712>other <00:05:18.713>LLMs <00:05:18.715>for <00:05:18.716>generating <00:05:18.717>code <00:05:18.719>the

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<00:05:18.720>uh <00:05:18.813>uh <00:05:18.906>other <00:05:19.000>LLMs <00:05:19.093>for <00:05:19.186>generating <00:05:19.280>code <00:05:19.373>the <00:05:19.466>evals <00:05:19.560>data <00:05:19.653>sets <00:05:19.746>and <00:05:19.840>graders. <00:05:19.933>Any <00:05:20.026>of <00:05:20.120>you

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<00:05:21.670>evals <00:05:21.671>data <00:05:21.672>sets <00:05:21.673>and <00:05:21.675>graders. <00:05:21.676>Any <00:05:21.677>of <00:05:21.679>you

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<00:05:21.680>evals <00:05:21.787>data <00:05:21.895>sets <00:05:22.003>and <00:05:22.110>graders. <00:05:22.218>Any <00:05:22.326>of <00:05:22.433>you <00:05:22.541>already <00:05:22.649>use <00:05:22.756>the <00:05:22.864>graders <00:05:22.972>and <00:05:23.080>evils?

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<00:05:24.230>already <00:05:24.231>use <00:05:24.233>the <00:05:24.235>graders <00:05:24.237>and <00:05:24.239>evils?

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<00:05:24.240>already <00:05:24.347>use <00:05:24.455>the <00:05:24.563>graders <00:05:24.670>and <00:05:24.778>evils? <00:05:24.886>That's <00:05:24.993>less <00:05:25.101>popular. <00:05:25.209>This <00:05:25.316>is <00:05:25.424>kind <00:05:25.532>of <00:05:25.640>an

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<00:05:25.990>That's <00:05:25.991>less <00:05:25.992>popular. <00:05:25.993>This <00:05:25.995>is <00:05:25.996>kind <00:05:25.997>of <00:05:25.999>an

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<00:05:26.000>That's <00:05:26.100>less <00:05:26.200>popular. <00:05:26.300>This <00:05:26.400>is <00:05:26.500>kind <00:05:26.600>of <00:05:26.700>an <00:05:26.800>mechanism, <00:05:26.900>the <00:05:27.000>evils <00:05:27.100>and <00:05:27.200>data <00:05:27.300>sets <00:05:27.400>that

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<00:05:27.990>mechanism, <00:05:27.991>the <00:05:27.993>evils <00:05:27.994>and <00:05:27.996>data <00:05:27.997>sets <00:05:27.999>that

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<00:05:28.000>mechanism, <00:05:28.093>the <00:05:28.186>evils <00:05:28.280>and <00:05:28.373>data <00:05:28.466>sets <00:05:28.560>that <00:05:28.653>allow <00:05:28.746>you <00:05:28.840>to <00:05:28.933>prepare <00:05:29.026>a <00:05:29.120>set <00:05:29.213>of <00:05:29.306>a <00:05:29.400>pattern

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<00:05:30.710>allow <00:05:30.711>you <00:05:30.712>to <00:05:30.713>prepare <00:05:30.714>a <00:05:30.715>set <00:05:30.716>of <00:05:30.717>a <00:05:30.719>pattern

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<00:05:30.720>allow <00:05:30.807>you <00:05:30.895>to <00:05:30.982>prepare <00:05:31.070>a <00:05:31.157>set <00:05:31.245>of <00:05:31.332>a <00:05:31.420>pattern <00:05:31.507>uh <00:05:31.595>prompts <00:05:31.682>that <00:05:31.770>will <00:05:31.857>uh <00:05:31.945>run <00:05:32.032>through <00:05:32.120>your

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<00:05:33.909>uh <00:05:33.910>prompts <00:05:33.911>that <00:05:33.912>will <00:05:33.914>uh <00:05:33.915>run <00:05:33.916>through <00:05:33.918>your

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<00:05:33.919>uh <00:05:34.026>prompts <00:05:34.134>that <00:05:34.242>will <00:05:34.349>uh <00:05:34.457>run <00:05:34.565>through <00:05:34.672>your <00:05:34.780>rules <00:05:34.888>on <00:05:34.995>your <00:05:35.103>codebase <00:05:35.211>on <00:05:35.318>different

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<00:05:35.590>rules <00:05:35.591>on <00:05:35.593>your <00:05:35.595>codebase <00:05:35.597>on <00:05:35.599>different

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<00:05:35.600>rules <00:05:35.716>on <00:05:35.833>your <00:05:35.950>codebase <00:05:36.066>on <00:05:36.183>different <00:05:36.300>pieces <00:05:36.416>and <00:05:36.533>tasks <00:05:36.650>and <00:05:36.766>will <00:05:36.883>produce <00:05:37.000>the

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<00:05:37.670>pieces <00:05:37.671>and <00:05:37.673>tasks <00:05:37.674>and <00:05:37.676>will <00:05:37.677>produce <00:05:37.679>the

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<00:05:37.680>pieces <00:05:37.787>and <00:05:37.895>tasks <00:05:38.003>and <00:05:38.110>will <00:05:38.218>produce <00:05:38.326>the <00:05:38.433>outcome <00:05:38.541>that <00:05:38.649>you <00:05:38.756>can <00:05:38.864>measure. <00:05:38.972>So <00:05:39.080>it's

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<00:05:39.270>outcome <00:05:39.271>that <00:05:39.272>you <00:05:39.274>can <00:05:39.275>measure. <00:05:39.277>So <00:05:39.279>it's

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<00:05:39.280>outcome <00:05:39.384>that <00:05:39.489>you <00:05:39.593>can <00:05:39.698>measure. <00:05:39.802>So <00:05:39.907>it's <00:05:40.011>kind <00:05:40.116>of <00:05:40.220>a <00:05:40.325>regression <00:05:40.429>testing <00:05:40.534>of <00:05:40.639>the

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<00:05:40.790>kind <00:05:40.791>of <00:05:40.793>a <00:05:40.794>regression <00:05:40.796>testing <00:05:40.797>of <00:05:40.799>the

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<00:05:40.800>kind <00:05:40.876>of <00:05:40.953>a <00:05:41.030>regression <00:05:41.107>testing <00:05:41.183>of <00:05:41.260>the <00:05:41.337>rules <00:05:41.414>that <00:05:41.490>you <00:05:41.567>are <00:05:41.644>applying <00:05:41.721>to <00:05:41.798>your

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<00:05:41.909>rules <00:05:41.910>that <00:05:41.912>you <00:05:41.913>are <00:05:41.914>applying <00:05:41.916>to <00:05:41.918>your

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<00:05:41.919>rules <00:05:42.035>that <00:05:42.152>you <00:05:42.269>are <00:05:42.385>applying <00:05:42.502>to <00:05:42.619>your <00:05:42.735>repository <00:05:42.852>and <00:05:42.969>you <00:05:43.085>should <00:05:43.202>check <00:05:43.318>that

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<00:05:43.590>repository <00:05:43.591>and <00:05:43.593>you <00:05:43.595>should <00:05:43.597>check <00:05:43.599>that

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<00:05:43.600>repository <00:05:43.707>and <00:05:43.815>you <00:05:43.923>should <00:05:44.030>check <00:05:44.138>that <00:05:44.246>over <00:05:44.353>how <00:05:44.461>it <00:05:44.569>you <00:05:44.676>can <00:05:44.784>lose <00:05:44.892>in <00:05:45.000>your

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<00:05:45.670>over <00:05:45.671>how <00:05:45.672>it <00:05:45.673>you <00:05:45.675>can <00:05:45.676>lose <00:05:45.677>in <00:05:45.679>your

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<00:05:45.680>over <00:05:45.780>how <00:05:45.880>it <00:05:45.980>you <00:05:46.080>can <00:05:46.180>lose <00:05:46.280>in <00:05:46.380>your <00:05:46.480>project. <00:05:46.580>So <00:05:46.680>you <00:05:46.780>can <00:05:46.880>validate <00:05:46.980>if <00:05:47.080>the

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<00:05:47.430>project. <00:05:47.431>So <00:05:47.433>you <00:05:47.434>can <00:05:47.436>validate <00:05:47.437>if <00:05:47.439>the

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<00:05:47.440>project. <00:05:47.547>So <00:05:47.655>you <00:05:47.763>can <00:05:47.870>validate <00:05:47.978>if <00:05:48.086>the <00:05:48.193>rules <00:05:48.301>that <00:05:48.409>you <00:05:48.516>have <00:05:48.624>created <00:05:48.732>are <00:05:48.840>properly

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<00:05:49.670>rules <00:05:49.671>that <00:05:49.673>you <00:05:49.674>have <00:05:49.676>created <00:05:49.677>are <00:05:49.679>properly

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<00:05:49.680>rules <00:05:49.796>that <00:05:49.913>you <00:05:50.030>have <00:05:50.146>created <00:05:50.263>are <00:05:50.380>properly <00:05:50.496>protruding <00:05:50.613>the <00:05:50.730>outcome <00:05:50.846>and <00:05:50.963>the <00:05:51.080>graders

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<00:05:51.590>protruding <00:05:51.591>the <00:05:51.593>outcome <00:05:51.595>and <00:05:51.597>the <00:05:51.599>graders

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<00:05:51.600>protruding <00:05:51.707>the <00:05:51.815>outcome <00:05:51.923>and <00:05:52.030>the <00:05:52.138>graders <00:05:52.246>is <00:05:52.353>a <00:05:52.461>solution <00:05:52.569>that <00:05:52.676>you <00:05:52.784>will <00:05:52.892>leverage <00:05:53.000>to

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<00:05:53.270>is <00:05:53.271>a <00:05:53.272>solution <00:05:53.273>that <00:05:53.275>you <00:05:53.276>will <00:05:53.277>leverage <00:05:53.279>to

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<00:05:53.280>is <00:05:53.387>a <00:05:53.495>solution <00:05:53.603>that <00:05:53.710>you <00:05:53.818>will <00:05:53.926>leverage <00:05:54.033>to <00:05:54.141>validate <00:05:54.249>this <00:05:54.356>outcome. <00:05:54.464>So <00:05:54.572>graders <00:05:54.679>allows

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<00:05:55.510>validate <00:05:55.511>this <00:05:55.513>outcome. <00:05:55.515>So <00:05:55.517>graders <00:05:55.519>allows

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<00:05:55.520>validate <00:05:55.627>this <00:05:55.735>outcome. <00:05:55.843>So <00:05:55.950>graders <00:05:56.058>allows <00:05:56.166>you <00:05:56.273>to <00:05:56.381>check <00:05:56.489>the <00:05:56.596>outcome <00:05:56.704>of <00:05:56.812>the <00:05:56.919>evils

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<00:05:57.350>you <00:05:57.351>to <00:05:57.352>check <00:05:57.353>the <00:05:57.355>outcome <00:05:57.356>of <00:05:57.357>the <00:05:57.359>evils

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<00:05:57.360>you <00:05:57.460>to <00:05:57.560>check <00:05:57.660>the <00:05:57.760>outcome <00:05:57.860>of <00:05:57.960>the <00:05:58.060>evils <00:05:58.160>and <00:05:58.260>data <00:05:58.360>sets. <00:05:58.460>If <00:05:58.560>it's <00:05:58.660>matching <00:05:58.760>special

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<00:05:59.350>and <00:05:59.351>data <00:05:59.353>sets. <00:05:59.354>If <00:05:59.356>it's <00:05:59.357>matching <00:05:59.359>special

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<00:05:59.360>and <00:05:59.476>data <00:05:59.593>sets. <00:05:59.710>If <00:05:59.826>it's <00:05:59.943>matching <00:06:00.060>special <00:06:00.176>reg <00:06:00.293>x <00:06:00.410>expression <00:06:00.526>it's <00:06:00.643>validates <00:06:00.760>against

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<00:06:01.430>reg <00:06:01.431>x <00:06:01.433>expression <00:06:01.435>it's <00:06:01.437>validates <00:06:01.439>against

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<00:06:01.440>reg <00:06:01.567>x <00:06:01.694>expression <00:06:01.821>it's <00:06:01.949>validates <00:06:02.076>against <00:06:02.203>special <00:06:02.330>unit <00:06:02.458>test <00:06:02.585>passes <00:06:02.712>the <00:06:02.840>human

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<00:06:03.909>special <00:06:03.910>unit <00:06:03.912>test <00:06:03.914>passes <00:06:03.916>the <00:06:03.918>human

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<00:06:03.919>special <00:06:04.019>unit <00:06:04.119>test <00:06:04.219>passes <00:06:04.318>the <00:06:04.419>human <00:06:04.519>review <00:06:04.619>etc <00:06:04.719>etc. <00:06:04.818>So <00:06:04.919>the <00:06:05.019>stage <00:06:05.119>one <00:06:05.219>of <00:06:05.318>your

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<00:06:07.350>review <00:06:07.351>etc <00:06:07.352>etc. <00:06:07.353>So <00:06:07.354>the <00:06:07.355>stage <00:06:07.356>one <00:06:07.357>of <00:06:07.359>your

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<00:06:07.360>review <00:06:07.453>etc <00:06:07.546>etc. <00:06:07.640>So <00:06:07.733>the <00:06:07.826>stage <00:06:07.920>one <00:06:08.013>of <00:06:08.106>your <00:06:08.200>rules <00:06:08.293>which <00:06:08.386>probably <00:06:08.480>most <00:06:08.573>of <00:06:08.666>you <00:06:08.760>already

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<00:06:09.110>rules <00:06:09.111>which <00:06:09.113>probably <00:06:09.114>most <00:06:09.116>of <00:06:09.117>you <00:06:09.119>already

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<00:06:09.120>rules <00:06:09.213>which <00:06:09.306>probably <00:06:09.400>most <00:06:09.493>of <00:06:09.586>you <00:06:09.680>already <00:06:09.773>did <00:06:09.866>is <00:06:09.960>you <00:06:10.053>put <00:06:10.146>your <00:06:10.240>rules <00:06:10.333>and <00:06:10.426>skills <00:06:10.520>and

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<00:06:11.189>did <00:06:11.190>is <00:06:11.191>you <00:06:11.192>put <00:06:11.193>your <00:06:11.194>rules <00:06:11.195>and <00:06:11.196>skills <00:06:11.198>and

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<00:06:11.199>did <00:06:11.281>is <00:06:11.363>you <00:06:11.446>put <00:06:11.528>your <00:06:11.610>rules <00:06:11.693>and <00:06:11.775>skills <00:06:11.857>and <00:06:11.940>then <00:06:12.022>you <00:06:12.104>checked <00:06:12.187>on <00:06:12.269>your <00:06:12.351>ID <00:06:12.434>what <00:06:12.516>was <00:06:12.599>the

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<00:06:13.270>then <00:06:13.271>you <00:06:13.272>checked <00:06:13.273>on <00:06:13.274>your <00:06:13.275>ID <00:06:13.276>what <00:06:13.277>was <00:06:13.279>the

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<00:06:13.280>then <00:06:13.360>you <00:06:13.441>checked <00:06:13.522>on <00:06:13.603>your <00:06:13.684>ID <00:06:13.765>what <00:06:13.846>was <00:06:13.927>the <00:06:14.008>outcome <00:06:14.089>and <00:06:14.170>if <00:06:14.251>you <00:06:14.332>are <00:06:14.413>satisfied <00:06:14.494>and

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<00:06:14.629>outcome <00:06:14.630>and <00:06:14.632>if <00:06:14.633>you <00:06:14.635>are <00:06:14.636>satisfied <00:06:14.638>and

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<00:06:14.639>outcome <00:06:14.746>and <00:06:14.854>if <00:06:14.962>you <00:06:15.069>are <00:06:15.177>satisfied <00:06:15.285>and <00:06:15.392>maybe <00:06:15.500>adjusted <00:06:15.608>those <00:06:15.715>rules. <00:06:15.823>But <00:06:15.931>if <00:06:16.039>your

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<00:06:16.950>maybe <00:06:16.951>adjusted <00:06:16.953>those <00:06:16.954>rules. <00:06:16.955>But <00:06:16.957>if <00:06:16.959>your

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<00:06:16.960>maybe <00:06:17.067>adjusted <00:06:17.175>those <00:06:17.283>rules. <00:06:17.390>But <00:06:17.498>if <00:06:17.606>your <00:06:17.713>project <00:06:17.821>grows <00:06:17.929>you <00:06:18.036>should <00:06:18.144>follow <00:06:18.252>the <00:06:18.359>more

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<00:06:19.270>project <00:06:19.271>grows <00:06:19.272>you <00:06:19.274>should <00:06:19.275>follow <00:06:19.277>the <00:06:19.279>more

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<00:06:19.280>project <00:06:19.419>grows <00:06:19.559>you <00:06:19.700>should <00:06:19.840>follow <00:06:19.979>the <00:06:20.119>more <00:06:20.260>advanced <00:06:20.400>approach. <00:06:20.539>So <00:06:20.679>repeatable

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<00:06:20.950>advanced <00:06:20.953>approach. <00:06:20.955>So <00:06:20.959>repeatable

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<00:06:20.960>advanced <00:06:21.099>approach. <00:06:21.239>So <00:06:21.380>repeatable <00:06:21.520>regression <00:06:21.659>of <00:06:21.799>all <00:06:21.940>your <00:06:22.080>rules <00:06:22.219>and <00:06:22.359>evals

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<00:06:23.189>regression <00:06:23.190>of <00:06:23.192>all <00:06:23.193>your <00:06:23.195>rules <00:06:23.196>and <00:06:23.198>evals

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<00:06:23.199>regression <00:06:23.326>of <00:06:23.453>all <00:06:23.580>your <00:06:23.708>rules <00:06:23.835>and <00:06:23.962>evals <00:06:24.089>because <00:06:24.217>the <00:06:24.344>environment <00:06:24.471>and <00:06:24.599>landscape

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<00:06:25.270>because <00:06:25.272>the <00:06:25.274>environment <00:06:25.276>and <00:06:25.279>landscape

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<00:06:25.280>because <00:06:25.407>the <00:06:25.534>environment <00:06:25.661>and <00:06:25.788>landscape <00:06:25.915>continuously <00:06:26.042>changes. <00:06:26.169>There <00:06:26.296>are <00:06:26.423>new

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<00:06:26.550>continuously <00:06:26.552>changes. <00:06:26.554>There <00:06:26.556>are <00:06:26.559>new

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<00:06:26.560>continuously <00:06:26.687>changes. <00:06:26.814>There <00:06:26.941>are <00:06:27.069>new <00:06:27.196>versions <00:06:27.323>of <00:06:27.450>net <00:06:27.578>java <00:06:27.705>etc. <00:06:27.832>Maybe <00:06:27.960>your

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<00:06:29.029>versions <00:06:29.030>of <00:06:29.032>net <00:06:29.033>java <00:06:29.034>etc. <00:06:29.036>Maybe <00:06:29.038>your

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<00:06:29.039>versions <00:06:29.155>of <00:06:29.272>net <00:06:29.389>java <00:06:29.505>etc. <00:06:29.622>Maybe <00:06:29.739>your <00:06:29.855>rules <00:06:29.972>are <00:06:30.089>not <00:06:30.205>more <00:06:30.322>relevant <00:06:30.438>anymore.

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<00:06:31.270>rules <00:06:31.271>are <00:06:31.273>not <00:06:31.275>more <00:06:31.277>relevant <00:06:31.279>anymore.

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<00:06:31.280>rules <00:06:31.396>are <00:06:31.513>not <00:06:31.630>more <00:06:31.746>relevant <00:06:31.863>anymore. <00:06:31.979>Maybe <00:06:32.096>the <00:06:32.213>agent <00:06:32.330>itself <00:06:32.446>has <00:06:32.563>upgraded <00:06:32.679>and

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<00:06:33.990>Maybe <00:06:33.991>the <00:06:33.993>agent <00:06:33.994>itself <00:06:33.996>has <00:06:33.997>upgraded <00:06:33.999>and

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<00:06:34.000>Maybe <00:06:34.093>the <00:06:34.186>agent <00:06:34.280>itself <00:06:34.373>has <00:06:34.466>upgraded <00:06:34.560>and <00:06:34.653>you <00:06:34.746>need <00:06:34.840>to <00:06:34.933>still <00:06:35.026>check <00:06:35.120>if <00:06:35.213>it <00:06:35.306>behaves <00:06:35.400>as

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<00:06:35.909>you <00:06:35.910>need <00:06:35.911>to <00:06:35.912>still <00:06:35.913>check <00:06:35.914>if <00:06:35.915>it <00:06:35.916>behaves <00:06:35.918>as

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<00:06:35.919>you <00:06:36.009>need <00:06:36.100>to <00:06:36.190>still <00:06:36.281>check <00:06:36.372>if <00:06:36.462>it <00:06:36.553>behaves <00:06:36.644>as <00:06:36.734>you <00:06:36.825>would <00:06:36.916>like. <00:06:37.006>So <00:06:37.097>we <00:06:37.188>have <00:06:37.278>two

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<00:06:37.430>you <00:06:37.431>would <00:06:37.433>like. <00:06:37.434>So <00:06:37.436>we <00:06:37.437>have <00:06:37.439>two

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<00:06:37.440>you <00:06:37.567>would <00:06:37.694>like. <00:06:37.821>So <00:06:37.949>we <00:06:38.076>have <00:06:38.203>two <00:06:38.330>approaches <00:06:38.458>for <00:06:38.585>this <00:06:38.712>regression <00:06:38.840>and

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<00:06:39.430>approaches <00:06:39.432>for <00:06:39.434>this <00:06:39.436>regression <00:06:39.439>and

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<00:06:39.440>approaches <00:06:39.580>for <00:06:39.719>this <00:06:39.860>regression <00:06:40.000>and <00:06:40.140>continuous <00:06:40.280>testing <00:06:40.420>of <00:06:40.560>your <00:06:40.700>rules <00:06:40.840>which

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<00:06:41.029>continuous <00:06:41.030>testing <00:06:41.032>of <00:06:41.034>your <00:06:41.036>rules <00:06:41.038>which

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<00:06:41.039>continuous <00:06:41.146>testing <00:06:41.254>of <00:06:41.362>your <00:06:41.469>rules <00:06:41.577>which <00:06:41.685>is <00:06:41.792>a <00:06:41.900>single <00:06:42.008>turn <00:06:42.115>approach. <00:06:42.223>So <00:06:42.331>you <00:06:42.438>are

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<00:06:43.350>is <00:06:43.351>a <00:06:43.352>single <00:06:43.353>turn <00:06:43.355>approach. <00:06:43.356>So <00:06:43.357>you <00:06:43.359>are

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<00:06:43.360>is <00:06:43.467>a <00:06:43.575>single <00:06:43.683>turn <00:06:43.790>approach. <00:06:43.898>So <00:06:44.006>you <00:06:44.113>are <00:06:44.221>just <00:06:44.329>running <00:06:44.436>a <00:06:44.544>specific <00:06:44.652>prompts <00:06:44.760>and

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<00:06:44.950>just <00:06:44.951>running <00:06:44.953>a <00:06:44.955>specific <00:06:44.957>prompts <00:06:44.959>and

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<00:06:44.960>just <00:06:45.067>running <00:06:45.175>a <00:06:45.283>specific <00:06:45.390>prompts <00:06:45.498>and <00:06:45.606>validate <00:06:45.713>them <00:06:45.821>with <00:06:45.929>a <00:06:46.036>graders <00:06:46.144>if <00:06:46.252>they <00:06:46.359>are

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<00:06:46.790>validate <00:06:46.791>them <00:06:46.792>with <00:06:46.793>a <00:06:46.795>graders <00:06:46.796>if <00:06:46.797>they <00:06:46.799>are

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<00:06:46.800>validate <00:06:46.900>them <00:06:47.000>with <00:06:47.100>a <00:06:47.200>graders <00:06:47.300>if <00:06:47.400>they <00:06:47.500>are <00:06:47.600>still <00:06:47.700>producing <00:06:47.800>the <00:06:47.900>outcomes <00:06:48.000>you <00:06:48.100>want <00:06:48.200>or

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<00:06:49.270>still <00:06:49.271>producing <00:06:49.272>the <00:06:49.274>outcomes <00:06:49.275>you <00:06:49.277>want <00:06:49.279>or

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<00:06:49.280>still <00:06:49.396>producing <00:06:49.513>the <00:06:49.630>outcomes <00:06:49.746>you <00:06:49.863>want <00:06:49.979>or <00:06:50.096>you <00:06:50.213>create <00:06:50.330>an <00:06:50.446>automated <00:06:50.563>scaled <00:06:50.679>out

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<00:06:51.430>you <00:06:51.431>create <00:06:51.433>an <00:06:51.435>automated <00:06:51.437>scaled <00:06:51.439>out

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<00:06:51.440>you <00:06:51.556>create <00:06:51.673>an <00:06:51.790>automated <00:06:51.906>scaled <00:06:52.023>out <00:06:52.140>solution <00:06:52.256>with <00:06:52.373>AI <00:06:52.490>agents <00:06:52.606>again <00:06:52.723>which <00:06:52.840>is

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<00:06:53.909>solution <00:06:53.910>with <00:06:53.912>AI <00:06:53.913>agents <00:06:53.914>again <00:06:53.916>which <00:06:53.918>is

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<00:06:53.919>solution <00:06:54.035>with <00:06:54.152>AI <00:06:54.269>agents <00:06:54.385>again <00:06:54.502>which <00:06:54.619>is <00:06:54.735>passing <00:06:54.852>your <00:06:54.969>prompts <00:06:55.085>through <00:06:55.202>let's <00:06:55.318>say

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<00:06:56.790>passing <00:06:56.791>your <00:06:56.793>prompts <00:06:56.795>through <00:06:56.797>let's <00:06:56.799>say

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<00:06:56.800>passing <00:06:56.940>your <00:06:57.080>prompts <00:06:57.220>through <00:06:57.360>let's <00:06:57.500>say <00:06:57.640>more <00:06:57.780>randomized <00:06:57.920>approach <00:06:58.060>figuring <00:06:58.200>out

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<00:06:58.790>more <00:06:58.792>randomized <00:06:58.794>approach <00:06:58.796>figuring <00:06:58.799>out

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<00:06:58.800>more <00:06:58.927>randomized <00:06:59.054>approach <00:06:59.181>figuring <00:06:59.309>out <00:06:59.436>more <00:06:59.563>ideas <00:06:59.690>based <00:06:59.818>on <00:06:59.945>your <00:07:00.072>prompts <00:07:00.200>taking

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<00:07:00.629>more <00:07:00.630>ideas <00:07:00.632>based <00:07:00.633>on <00:07:00.635>your <00:07:00.636>prompts <00:07:00.638>taking

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<00:07:00.639>more <00:07:00.739>ideas <00:07:00.839>based <00:07:00.939>on <00:07:01.039>your <00:07:01.139>prompts <00:07:01.239>taking <00:07:01.339>your <00:07:01.439>code <00:07:01.539>base <00:07:01.639>from <00:07:01.739>the <00:07:01.839>past <00:07:01.939>taking <00:07:02.039>your

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<00:07:02.550>your <00:07:02.551>code <00:07:02.552>base <00:07:02.553>from <00:07:02.555>the <00:07:02.556>past <00:07:02.557>taking <00:07:02.559>your

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<00:07:02.560>your <00:07:02.667>code <00:07:02.775>base <00:07:02.883>from <00:07:02.990>the <00:07:03.098>past <00:07:03.206>taking <00:07:03.313>your <00:07:03.421>tasks <00:07:03.529>from <00:07:03.636>the <00:07:03.744>pasting <00:07:03.852>through <00:07:03.960>your

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<00:07:04.469>tasks <00:07:04.470>from <00:07:04.472>the <00:07:04.474>pasting <00:07:04.476>through <00:07:04.478>your

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<00:07:04.479>tasks <00:07:04.595>from <00:07:04.712>the <00:07:04.829>pasting <00:07:04.945>through <00:07:05.062>your <00:07:05.179>rules <00:07:05.295>and <00:07:05.412>checking <00:07:05.529>if <00:07:05.645>still <00:07:05.762>the <00:07:05.878>outcome

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<00:07:06.150>rules <00:07:06.151>and <00:07:06.153>checking <00:07:06.154>if <00:07:06.156>still <00:07:06.157>the <00:07:06.159>outcome

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<00:07:06.160>rules <00:07:06.276>and <00:07:06.393>checking <00:07:06.510>if <00:07:06.626>still <00:07:06.743>the <00:07:06.860>outcome <00:07:06.976>is <00:07:07.093>meeting <00:07:07.210>your <00:07:07.326>requirements <00:07:07.443>and <00:07:07.560>who

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<00:07:08.950>is <00:07:08.951>meeting <00:07:08.953>your <00:07:08.955>requirements <00:07:08.957>and <00:07:08.959>who

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<00:07:08.960>is <00:07:09.067>meeting <00:07:09.175>your <00:07:09.283>requirements <00:07:09.390>and <00:07:09.498>who <00:07:09.606>should <00:07:09.713>do <00:07:09.821>that <00:07:09.929>should <00:07:10.036>be <00:07:10.144>done <00:07:10.252>by <00:07:10.359>the

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<00:07:11.029>should <00:07:11.030>do <00:07:11.031>that <00:07:11.032>should <00:07:11.034>be <00:07:11.035>done <00:07:11.036>by <00:07:11.038>the

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<00:07:11.039>should <00:07:11.146>do <00:07:11.254>that <00:07:11.362>should <00:07:11.469>be <00:07:11.577>done <00:07:11.685>by <00:07:11.792>the <00:07:11.900>conscious <00:07:12.008>person <00:07:12.115>so <00:07:12.223>probably <00:07:12.331>that <00:07:12.438>should

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<00:07:13.029>conscious <00:07:13.030>person <00:07:13.032>so <00:07:13.034>probably <00:07:13.036>that <00:07:13.038>should

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<00:07:13.039>conscious <00:07:13.139>person <00:07:13.239>so <00:07:13.339>probably <00:07:13.438>that <00:07:13.539>should <00:07:13.639>be <00:07:13.739>still <00:07:13.839>done <00:07:13.938>by <00:07:14.039>your <00:07:14.139>team <00:07:14.239>which <00:07:14.339>is <00:07:14.438>now

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<00:07:15.029>be <00:07:15.030>still <00:07:15.031>done <00:07:15.032>by <00:07:15.033>your <00:07:15.034>team <00:07:15.035>which <00:07:15.036>is <00:07:15.038>now

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<00:07:15.039>be <00:07:15.155>still <00:07:15.272>done <00:07:15.389>by <00:07:15.505>your <00:07:15.622>team <00:07:15.739>which <00:07:15.855>is <00:07:15.972>now <00:07:16.089>replaced <00:07:16.205>by <00:07:16.322>those <00:07:16.438>agents.

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<00:07:17.350>replaced <00:07:17.353>by <00:07:17.356>those <00:07:17.359>agents.

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<00:07:17.360>replaced <00:07:17.500>by <00:07:17.640>those <00:07:17.780>agents. <00:07:17.920>So <00:07:18.060>the <00:07:18.200>third <00:07:18.340>approach <00:07:18.480>is <00:07:18.620>that <00:07:18.760>after

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<00:07:19.270>So <00:07:19.271>the <00:07:19.272>third <00:07:19.274>approach <00:07:19.275>is <00:07:19.277>that <00:07:19.279>after

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<00:07:19.280>So <00:07:19.396>the <00:07:19.513>third <00:07:19.630>approach <00:07:19.746>is <00:07:19.863>that <00:07:19.979>after <00:07:20.096>every <00:07:20.213>pull <00:07:20.330>request <00:07:20.446>you <00:07:20.563>are <00:07:20.679>continuously

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<00:07:21.670>every <00:07:21.671>pull <00:07:21.673>request <00:07:21.675>you <00:07:21.677>are <00:07:21.679>continuously

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<00:07:21.680>every <00:07:21.820>pull <00:07:21.960>request <00:07:22.100>you <00:07:22.240>are <00:07:22.380>continuously <00:07:22.520>automatically <00:07:22.660>validating <00:07:22.800>if <00:07:22.940>the <00:07:23.080>pull

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<00:07:24.150>automatically <00:07:24.152>validating <00:07:24.154>if <00:07:24.156>the <00:07:24.159>pull

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<00:07:24.160>automatically <00:07:24.287>validating <00:07:24.414>if <00:07:24.541>the <00:07:24.669>pull <00:07:24.796>request <00:07:24.923>is <00:07:25.050>meeting <00:07:25.178>those <00:07:25.305>rules <00:07:25.432>and <00:07:25.560>uh

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<00:07:26.469>request <00:07:26.470>is <00:07:26.472>meeting <00:07:26.473>those <00:07:26.474>rules <00:07:26.476>and <00:07:26.478>uh

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<00:07:26.479>request <00:07:26.595>is <00:07:26.712>meeting <00:07:26.829>those <00:07:26.945>rules <00:07:27.062>and <00:07:27.179>uh <00:07:27.295>policies <00:07:27.412>so <00:07:27.529>you <00:07:27.645>can <00:07:27.762>continuously <00:07:27.878>improve

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<00:07:29.189>policies <00:07:29.190>so <00:07:29.192>you <00:07:29.194>can <00:07:29.196>continuously <00:07:29.198>improve

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<00:07:29.199>policies <00:07:29.315>so <00:07:29.432>you <00:07:29.549>can <00:07:29.665>continuously <00:07:29.782>improve <00:07:29.899>them. <00:07:30.015>So <00:07:30.132>your <00:07:30.249>checklist <00:07:30.365>should <00:07:30.482>look <00:07:30.599>like

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<00:07:31.510>them. <00:07:31.511>So <00:07:31.513>your <00:07:31.514>checklist <00:07:31.515>should <00:07:31.517>look <00:07:31.519>like

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<00:07:31.520>them. <00:07:31.636>So <00:07:31.753>your <00:07:31.870>checklist <00:07:31.986>should <00:07:32.103>look <00:07:32.219>like <00:07:32.336>this. <00:07:32.453>Creates <00:07:32.570>rules, <00:07:32.686>skills <00:07:32.803>and <00:07:32.919>policies

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<00:07:33.670>this. <00:07:33.671>Creates <00:07:33.673>rules, <00:07:33.675>skills <00:07:33.677>and <00:07:33.679>policies

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<00:07:33.680>this. <00:07:33.820>Creates <00:07:33.960>rules, <00:07:34.100>skills <00:07:34.240>and <00:07:34.380>policies <00:07:34.520>probably <00:07:34.660>immediately <00:07:34.800>today <00:07:34.940>because <00:07:35.080>if

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<00:07:36.070>probably <00:07:36.072>immediately <00:07:36.074>today <00:07:36.076>because <00:07:36.079>if

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<00:07:36.080>probably <00:07:36.196>immediately <00:07:36.313>today <00:07:36.430>because <00:07:36.546>if <00:07:36.663>you <00:07:36.780>don't <00:07:36.896>do <00:07:37.013>that <00:07:37.130>the <00:07:37.246>AI <00:07:37.363>will <00:07:37.479>start

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<00:07:38.308>you <00:07:38.310>don't <00:07:38.311>do <00:07:38.312>that <00:07:38.314>the <00:07:38.315>AI <00:07:38.316>will <00:07:38.318>start

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<00:07:38.319>you <00:07:38.419>don't <00:07:38.519>do <00:07:38.619>that <00:07:38.719>the <00:07:38.819>AI <00:07:38.919>will <00:07:39.019>start <00:07:39.119>using <00:07:39.219>the <00:07:39.319>internet <00:07:39.419>average <00:07:39.519>to <00:07:39.619>figure <00:07:39.719>out

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<00:07:40.150>using <00:07:40.151>the <00:07:40.152>internet <00:07:40.154>average <00:07:40.155>to <00:07:40.157>figure <00:07:40.159>out

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<00:07:40.159>using <00:07:40.260>the <00:07:40.359>internet <00:07:40.460>average <00:07:40.559>to <00:07:40.659>figure <00:07:40.760>out <00:07:40.859>what <00:07:40.960>should <00:07:41.059>be <00:07:41.159>done. <00:07:41.260>If <00:07:41.359>you <00:07:41.460>ask <00:07:41.559>him

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<00:07:41.990>what <00:07:41.991>should <00:07:41.992>be <00:07:41.993>done. <00:07:41.995>If <00:07:41.996>you <00:07:41.997>ask <00:07:41.999>him

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<00:07:42.000>what <00:07:42.104>should <00:07:42.209>be <00:07:42.313>done. <00:07:42.418>If <00:07:42.522>you <00:07:42.627>ask <00:07:42.731>him <00:07:42.836>create <00:07:42.940>me <00:07:43.045>a <00:07:43.149>backend <00:07:43.254>service <00:07:43.359>most

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<00:07:43.510>create <00:07:43.511>me <00:07:43.513>a <00:07:43.515>backend <00:07:43.517>service <00:07:43.519>most

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<00:07:43.520>create <00:07:43.627>me <00:07:43.735>a <00:07:43.843>backend <00:07:43.950>service <00:07:44.058>most <00:07:44.166>probably <00:07:44.273>it <00:07:44.381>will <00:07:44.489>be <00:07:44.596>net <00:07:44.704>because <00:07:44.812>it <00:07:44.919>was

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<00:07:45.189>probably <00:07:45.190>it <00:07:45.191>will <00:07:45.192>be <00:07:45.194>net <00:07:45.195>because <00:07:45.196>it <00:07:45.198>was

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<00:07:45.199>probably <00:07:45.306>it <00:07:45.414>will <00:07:45.522>be <00:07:45.629>net <00:07:45.737>because <00:07:45.845>it <00:07:45.952>was <00:07:46.060>popular <00:07:46.168>across <00:07:46.275>the <00:07:46.383>internet <00:07:46.491>15 <00:07:46.599>pabytes

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<00:07:47.350>popular <00:07:47.351>across <00:07:47.353>the <00:07:47.355>internet <00:07:47.357>15 <00:07:47.359>pabytes

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<00:07:47.360>popular <00:07:47.467>across <00:07:47.575>the <00:07:47.683>internet <00:07:47.790>15 <00:07:47.898>pabytes <00:07:48.006>of <00:07:48.113>data <00:07:48.221>it <00:07:48.329>has <00:07:48.436>ingested <00:07:48.544>but <00:07:48.652>if <00:07:48.760>you

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<00:07:49.110>of <00:07:49.111>data <00:07:49.112>it <00:07:49.113>has <00:07:49.115>ingested <00:07:49.116>but <00:07:49.117>if <00:07:49.119>you

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<00:07:49.120>of <00:07:49.217>data <00:07:49.314>it <00:07:49.411>has <00:07:49.508>ingested <00:07:49.605>but <00:07:49.702>if <00:07:49.799>you <00:07:49.896>provide <00:07:49.993>the <00:07:50.090>rules <00:07:50.187>it <00:07:50.284>will <00:07:50.381>stop <00:07:50.478>guessing

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<00:07:50.629>provide <00:07:50.630>the <00:07:50.632>rules <00:07:50.633>it <00:07:50.635>will <00:07:50.636>stop <00:07:50.638>guessing

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<00:07:50.639>provide <00:07:50.746>the <00:07:50.854>rules <00:07:50.962>it <00:07:51.069>will <00:07:51.177>stop <00:07:51.285>guessing <00:07:51.392>and <00:07:51.500>will <00:07:51.608>start <00:07:51.715>following <00:07:51.823>what <00:07:51.931>you <00:07:52.039>say.

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<00:07:52.950>and <00:07:52.951>will <00:07:52.953>start <00:07:52.954>following <00:07:52.955>what <00:07:52.957>you <00:07:52.959>say.

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<00:07:52.960>and <00:07:53.060>will <00:07:53.159>start <00:07:53.260>following <00:07:53.359>what <00:07:53.460>you <00:07:53.560>say. <00:07:53.659>The <00:07:53.760>next <00:07:53.859>steps <00:07:53.960>would <00:07:54.060>be <00:07:54.159>create <00:07:54.260>those <00:07:54.359>e

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<00:07:54.710>The <00:07:54.711>next <00:07:54.712>steps <00:07:54.713>would <00:07:54.715>be <00:07:54.716>create <00:07:54.717>those <00:07:54.719>e

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<00:07:54.720>The <00:07:54.820>next <00:07:54.920>steps <00:07:55.020>would <00:07:55.120>be <00:07:55.220>create <00:07:55.320>those <00:07:55.420>e <00:07:55.520>data <00:07:55.620>sets <00:07:55.720>graders <00:07:55.820>etc. <00:07:55.920>Keep <00:07:56.020>running <00:07:56.120>them

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<00:07:57.189>data <00:07:57.190>sets <00:07:57.192>graders <00:07:57.193>etc. <00:07:57.195>Keep <00:07:57.196>running <00:07:57.198>them

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<00:07:57.199>data <00:07:57.326>sets <00:07:57.453>graders <00:07:57.580>etc. <00:07:57.708>Keep <00:07:57.835>running <00:07:57.962>them <00:07:58.089>occasionally <00:07:58.217>after <00:07:58.344>the <00:07:58.471>changes <00:07:58.599>in

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<00:07:59.189>occasionally <00:07:59.191>after <00:07:59.193>the <00:07:59.195>changes <00:07:59.198>in

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<00:07:59.199>occasionally <00:07:59.339>after <00:07:59.479>the <00:07:59.619>changes <00:07:59.759>in <00:07:59.899>environment <00:08:00.039>and <00:08:00.179>then <00:08:00.319>keep <00:08:00.459>running <00:08:00.599>them

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<00:08:00.790>environment <00:08:00.791>and <00:08:00.793>then <00:08:00.795>keep <00:08:00.797>running <00:08:00.799>them

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<00:08:00.800>environment <00:08:00.955>and <00:08:01.111>then <00:08:01.266>keep <00:08:01.422>running <00:08:01.577>them <00:08:01.733>continuously <00:08:01.888>and <00:08:02.044>continuously <00:08:02.200>evolve

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<00:08:02.469>continuously <00:08:02.472>and <00:08:02.474>continuously <00:08:02.478>evolve

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<00:08:02.479>continuously <00:08:02.606>and <00:08:02.733>continuously <00:08:02.860>evolve <00:08:02.988>your <00:08:03.115>machine. <00:08:03.242>So <00:08:03.369>how <00:08:03.497>to <00:08:03.624>assign <00:08:03.751>the <00:08:03.878>tasks

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<00:08:05.909>your <00:08:05.910>machine. <00:08:05.911>So <00:08:05.912>how <00:08:05.914>to <00:08:05.915>assign <00:08:05.916>the <00:08:05.918>tasks

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<00:08:05.919>your <00:08:06.001>machine. <00:08:06.083>So <00:08:06.166>how <00:08:06.248>to <00:08:06.330>assign <00:08:06.413>the <00:08:06.495>tasks <00:08:06.577>if <00:08:06.660>we <00:08:06.742>already <00:08:06.824>know <00:08:06.907>how <00:08:06.989>to <00:08:07.071>talk <00:08:07.154>to <00:08:07.236>AI <00:08:07.318>and

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<00:08:08.150>if <00:08:08.150>we <00:08:08.152>already <00:08:08.153>know <00:08:08.154>how <00:08:08.155>to <00:08:08.156>talk <00:08:08.157>to <00:08:08.158>AI <00:08:08.159>and

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<00:08:08.160>if <00:08:08.242>we <00:08:08.324>already <00:08:08.407>know <00:08:08.489>how <00:08:08.571>to <00:08:08.654>talk <00:08:08.736>to <00:08:08.818>AI <00:08:08.901>and <00:08:08.983>how <00:08:09.065>to <00:08:09.148>explain <00:08:09.230>him <00:08:09.312>what <00:08:09.395>should <00:08:09.477>be <00:08:09.560>done

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<00:08:09.909>how <00:08:09.910>to <00:08:09.911>explain <00:08:09.912>him <00:08:09.914>what <00:08:09.915>should <00:08:09.916>be <00:08:09.918>done

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<00:08:09.919>how <00:08:10.001>to <00:08:10.083>explain <00:08:10.166>him <00:08:10.248>what <00:08:10.330>should <00:08:10.413>be <00:08:10.495>done <00:08:10.577>and <00:08:10.660>how. <00:08:10.742>So <00:08:10.824>to <00:08:10.907>assign <00:08:10.989>a <00:08:11.071>task <00:08:11.154>we <00:08:11.236>have <00:08:11.318>an

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<00:08:13.510>and <00:08:13.510>how. <00:08:13.512>So <00:08:13.513>to <00:08:13.514>assign <00:08:13.515>a <00:08:13.515>task <00:08:13.517>we <00:08:13.518>have <00:08:13.519>an

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<00:08:13.520>and <00:08:13.620>how. <00:08:13.719>So <00:08:13.820>to <00:08:13.919>assign <00:08:14.020>a <00:08:14.120>task <00:08:14.219>we <00:08:14.320>have <00:08:14.419>an <00:08:14.520>old-fashioned <00:08:14.620>caveman <00:08:14.719>approach <00:08:14.820>that <00:08:14.919>you

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<00:08:15.350>old-fashioned <00:08:15.352>caveman <00:08:15.354>approach <00:08:15.356>that <00:08:15.359>you

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<00:08:15.360>old-fashioned <00:08:15.500>caveman <00:08:15.640>approach <00:08:15.780>that <00:08:15.920>you <00:08:16.060>are <00:08:16.200>just <00:08:16.340>manually <00:08:16.480>coding <00:08:16.620>and <00:08:16.760>submitting

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<00:08:17.270>are <00:08:17.271>just <00:08:17.273>manually <00:08:17.275>coding <00:08:17.277>and <00:08:17.279>submitting

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<00:08:17.280>are <00:08:17.396>just <00:08:17.513>manually <00:08:17.630>coding <00:08:17.746>and <00:08:17.863>submitting <00:08:17.979>your <00:08:18.096>pull <00:08:18.213>request. <00:08:18.330>The <00:08:18.446>other <00:08:18.563>approach <00:08:18.679>is

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<00:08:19.749>your <00:08:19.750>pull <00:08:19.752>request. <00:08:19.753>The <00:08:19.755>other <00:08:19.756>approach <00:08:19.758>is

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<00:08:19.759>your <00:08:19.852>pull <00:08:19.945>request. <00:08:20.039>The <00:08:20.132>other <00:08:20.225>approach <00:08:20.319>is <00:08:20.412>that <00:08:20.505>you <00:08:20.599>are <00:08:20.692>using <00:08:20.785>the <00:08:20.879>a <00:08:20.972>AI <00:08:21.065>assisted <00:08:21.159>ID.

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<00:08:22.230>that <00:08:22.231>you <00:08:22.232>are <00:08:22.233>using <00:08:22.234>the <00:08:22.235>a <00:08:22.236>AI <00:08:22.237>assisted <00:08:22.239>ID.

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<00:08:22.240>that <00:08:22.327>you <00:08:22.415>are <00:08:22.502>using <00:08:22.590>the <00:08:22.677>a <00:08:22.765>AI <00:08:22.852>assisted <00:08:22.940>ID. <00:08:23.027>You <00:08:23.115>code <00:08:23.202>with <00:08:23.290>the <00:08:23.377>prompts <00:08:23.465>in <00:08:23.552>your <00:08:23.640>IDE.

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<00:08:24.309>You <00:08:24.310>code <00:08:24.311>with <00:08:24.312>the <00:08:24.314>prompts <00:08:24.315>in <00:08:24.316>your <00:08:24.318>IDE.

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<00:08:24.319>You <00:08:24.419>code <00:08:24.519>with <00:08:24.619>the <00:08:24.719>prompts <00:08:24.819>in <00:08:24.919>your <00:08:25.019>IDE. <00:08:25.119>It <00:08:25.219>is <00:08:25.319>going <00:08:25.419>through <00:08:25.519>CI/CD. <00:08:25.619>Some <00:08:25.719>your

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<00:08:26.309>It <00:08:26.310>is <00:08:26.312>going <00:08:26.313>through <00:08:26.315>CI/CD. <00:08:26.316>Some <00:08:26.318>your

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<00:08:26.319>It <00:08:26.435>is <00:08:26.552>going <00:08:26.669>through <00:08:26.785>CI/CD. <00:08:26.902>Some <00:08:27.019>your <00:08:27.135>colleagues <00:08:27.252>are <00:08:27.369>reviewing <00:08:27.485>that. <00:08:27.602>The <00:08:27.719>third

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<00:08:28.070>colleagues <00:08:28.071>are <00:08:28.073>reviewing <00:08:28.075>that. <00:08:28.077>The <00:08:28.079>third

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<00:08:28.080>colleagues <00:08:28.219>are <00:08:28.359>reviewing <00:08:28.500>that. <00:08:28.640>The <00:08:28.780>third <00:08:28.919>approach <00:08:29.060>is <00:08:29.200>assisted <00:08:29.340>control <00:08:29.479>checks

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<00:08:30.230>approach <00:08:30.232>is <00:08:30.234>assisted <00:08:30.236>control <00:08:30.239>checks

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<00:08:30.240>approach <00:08:30.367>is <00:08:30.494>assisted <00:08:30.621>control <00:08:30.749>checks <00:08:30.876>where <00:08:31.003>your <00:08:31.130>pull <00:08:31.258>request <00:08:31.385>is <00:08:31.512>validated <00:08:31.640>by

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<00:08:32.469>where <00:08:32.470>your <00:08:32.472>pull <00:08:32.473>request <00:08:32.475>is <00:08:32.476>validated <00:08:32.478>by

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<00:08:32.479>where <00:08:32.586>your <00:08:32.694>pull <00:08:32.802>request <00:08:32.909>is <00:08:33.017>validated <00:08:33.125>by <00:08:33.232>another <00:08:33.340>agent <00:08:33.448>and <00:08:33.555>they <00:08:33.663>put <00:08:33.771>the <00:08:33.879>comments

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<00:08:34.469>another <00:08:34.470>agent <00:08:34.472>and <00:08:34.473>they <00:08:34.475>put <00:08:34.476>the <00:08:34.478>comments

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<00:08:34.479>another <00:08:34.579>agent <00:08:34.679>and <00:08:34.779>they <00:08:34.879>put <00:08:34.979>the <00:08:35.079>comments <00:08:35.179>on <00:08:35.279>that <00:08:35.379>pull <00:08:35.479>request <00:08:35.579>and <00:08:35.679>you <00:08:35.779>review <00:08:35.879>the

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<00:08:36.230>on <00:08:36.231>that <00:08:36.232>pull <00:08:36.233>request <00:08:36.235>and <00:08:36.236>you <00:08:36.237>review <00:08:36.239>the

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<00:08:36.240>on <00:08:36.347>that <00:08:36.455>pull <00:08:36.563>request <00:08:36.670>and <00:08:36.778>you <00:08:36.886>review <00:08:36.993>the <00:08:37.101>summary <00:08:37.209>report <00:08:37.316>of <00:08:37.424>that <00:08:37.532>checks <00:08:37.640>and

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<00:08:38.469>summary <00:08:38.470>report <00:08:38.472>of <00:08:38.474>that <00:08:38.476>checks <00:08:38.478>and

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<00:08:38.479>summary <00:08:38.606>report <00:08:38.733>of <00:08:38.860>that <00:08:38.988>checks <00:08:39.115>and <00:08:39.242>validations. <00:08:39.369>And <00:08:39.497>the <00:08:39.624>highest <00:08:39.751>level <00:08:39.879>of

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<00:08:40.870>validations. <00:08:40.871>And <00:08:40.873>the <00:08:40.875>highest <00:08:40.877>level <00:08:40.879>of

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<00:08:40.880>validations. <00:08:40.996>And <00:08:41.113>the <00:08:41.230>highest <00:08:41.346>level <00:08:41.463>of <00:08:41.580>autonomous <00:08:41.696>behavior <00:08:41.813>is <00:08:41.929>that <00:08:42.046>you <00:08:42.163>if <00:08:42.280>you

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<00:08:43.350>autonomous <00:08:43.351>behavior <00:08:43.353>is <00:08:43.354>that <00:08:43.356>you <00:08:43.357>if <00:08:43.359>you

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<00:08:43.360>autonomous <00:08:43.460>behavior <00:08:43.560>is <00:08:43.659>that <00:08:43.760>you <00:08:43.860>if <00:08:43.960>you <00:08:44.060>are <00:08:44.159>courage <00:08:44.260>enough <00:08:44.360>give <00:08:44.460>the <00:08:44.560>task <00:08:44.660>to <00:08:44.760>the

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<00:08:45.590>are <00:08:45.591>courage <00:08:45.592>enough <00:08:45.593>give <00:08:45.595>the <00:08:45.596>task <00:08:45.597>to <00:08:45.599>the

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<00:08:45.600>are <00:08:45.687>courage <00:08:45.775>enough <00:08:45.862>give <00:08:45.950>the <00:08:46.037>task <00:08:46.125>to <00:08:46.212>the <00:08:46.300>AI <00:08:46.387>agent <00:08:46.475>that <00:08:46.562>is <00:08:46.650>running <00:08:46.737>in <00:08:46.825>cloud <00:08:46.912>in <00:08:47.000>the

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<00:08:47.509>AI <00:08:47.510>agent <00:08:47.511>that <00:08:47.512>is <00:08:47.513>running <00:08:47.514>in <00:08:47.515>cloud <00:08:47.516>in <00:08:47.518>the

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<00:08:47.519>AI <00:08:47.619>agent <00:08:47.719>that <00:08:47.819>is <00:08:47.919>running <00:08:48.019>in <00:08:48.119>cloud <00:08:48.219>in <00:08:48.319>the <00:08:48.419>sandbox <00:08:48.519>environment. <00:08:48.619>It <00:08:48.719>check <00:08:48.819>out <00:08:48.919>your

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<00:08:49.190>sandbox <00:08:49.191>environment. <00:08:49.193>It <00:08:49.195>check <00:08:49.197>out <00:08:49.199>your

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<00:08:49.200>sandbox <00:08:49.316>environment. <00:08:49.433>It <00:08:49.550>check <00:08:49.666>out <00:08:49.783>your <00:08:49.900>repository <00:08:50.016>do <00:08:50.133>the <00:08:50.250>check <00:08:50.366>do <00:08:50.483>the <00:08:50.600>coding

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<00:08:51.110>repository <00:08:51.111>do <00:08:51.113>the <00:08:51.114>check <00:08:51.116>do <00:08:51.117>the <00:08:51.119>coding

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<00:08:51.120>repository <00:08:51.227>do <00:08:51.335>the <00:08:51.443>check <00:08:51.550>do <00:08:51.658>the <00:08:51.766>coding <00:08:51.873>pushes <00:08:51.981>the <00:08:52.089>result <00:08:52.196>then <00:08:52.304>another <00:08:52.412>agent <00:08:52.520>is

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<00:08:53.269>pushes <00:08:53.270>the <00:08:53.272>result <00:08:53.273>then <00:08:53.275>another <00:08:53.276>agent <00:08:53.278>is

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<00:08:53.279>pushes <00:08:53.380>the <00:08:53.481>result <00:08:53.582>then <00:08:53.684>another <00:08:53.785>agent <00:08:53.886>is <00:08:53.988>validating <00:08:54.089>and <00:08:54.190>you <00:08:54.292>just <00:08:54.393>check <00:08:54.494>the

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<00:08:54.630>validating <00:08:54.631>and <00:08:54.633>you <00:08:54.635>just <00:08:54.637>check <00:08:54.639>the

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<00:08:54.640>validating <00:08:54.756>and <00:08:54.873>you <00:08:54.990>just <00:08:55.106>check <00:08:55.223>the <00:08:55.340>outcome <00:08:55.456>of <00:08:55.573>that <00:08:55.689>validation. <00:08:55.806>Any <00:08:55.923>of <00:08:56.040>you

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<00:08:56.630>outcome <00:08:56.631>of <00:08:56.633>that <00:08:56.634>validation. <00:08:56.636>Any <00:08:56.637>of <00:08:56.639>you

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<00:08:56.640>outcome <00:08:56.756>of <00:08:56.873>that <00:08:56.990>validation. <00:08:57.106>Any <00:08:57.223>of <00:08:57.340>you <00:08:57.456>already <00:08:57.573>tried <00:08:57.689>to <00:08:57.806>put <00:08:57.923>fully <00:08:58.040>autonomous

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<00:08:59.269>already <00:08:59.270>tried <00:08:59.272>to <00:08:59.274>put <00:08:59.276>fully <00:08:59.278>autonomous

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<00:08:59.279>already <00:08:59.419>tried <00:08:59.559>to <00:08:59.699>put <00:08:59.839>fully <00:08:59.979>autonomous <00:09:00.119>behavior <00:09:00.259>on <00:09:00.399>the <00:09:00.539>code <00:09:00.679>generation?

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<00:09:02.070>behavior <00:09:02.072>on <00:09:02.074>the <00:09:02.076>code <00:09:02.079>generation?

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<00:09:02.080>behavior <00:09:02.207>on <00:09:02.334>the <00:09:02.461>code <00:09:02.589>generation? <00:09:02.716>I <00:09:02.843>thought <00:09:02.970>so. <00:09:03.098>There <00:09:03.225>is <00:09:03.352>one <00:09:03.480>person.

00:09:03.910 --> 00:09:03.920 align:start position:0%
<00:09:03.910>I <00:09:03.911>thought <00:09:03.913>so. <00:09:03.914>There <00:09:03.915>is <00:09:03.917>one <00:09:03.919>person.

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<00:09:03.920>I <00:09:04.036>thought <00:09:04.153>so. <00:09:04.270>There <00:09:04.386>is <00:09:04.503>one <00:09:04.620>person. <00:09:04.736>There's <00:09:04.853>one <00:09:04.969>person. <00:09:05.086>Uh <00:09:05.203>that <00:09:05.319>probably

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<00:09:05.910>There's <00:09:05.911>one <00:09:05.913>person. <00:09:05.915>Uh <00:09:05.917>that <00:09:05.919>probably

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<00:09:05.920>There's <00:09:06.027>one <00:09:06.135>person. <00:09:06.243>Uh <00:09:06.350>that <00:09:06.458>probably <00:09:06.566>will <00:09:06.673>change <00:09:06.781>over <00:09:06.889>time <00:09:06.996>but <00:09:07.104>only <00:09:07.212>if <00:09:07.319>you

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<00:09:07.829>will <00:09:07.830>change <00:09:07.831>over <00:09:07.832>time <00:09:07.834>but <00:09:07.835>only <00:09:07.836>if <00:09:07.838>you

00:09:07.839 --> 00:09:10.550 align:start position:0%
<00:09:07.839>will <00:09:07.939>change <00:09:08.039>over <00:09:08.139>time <00:09:08.239>but <00:09:08.339>only <00:09:08.439>if <00:09:08.539>you <00:09:08.639>will <00:09:08.739>build <00:09:08.839>the <00:09:08.939>right <00:09:09.039>system <00:09:09.139>of <00:09:09.239>ensuring

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<00:09:10.550>will <00:09:10.551>build <00:09:10.553>the <00:09:10.554>right <00:09:10.555>system <00:09:10.557>of <00:09:10.559>ensuring

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<00:09:10.560>will <00:09:10.653>build <00:09:10.746>the <00:09:10.839>right <00:09:10.933>system <00:09:11.026>of <00:09:11.119>ensuring <00:09:11.213>that <00:09:11.306>AI <00:09:11.400>is <00:09:11.493>doing <00:09:11.586>what <00:09:11.680>you <00:09:11.773>would <00:09:11.866>like <00:09:11.959>to

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<00:09:12.550>that <00:09:12.551>AI <00:09:12.552>is <00:09:12.553>doing <00:09:12.554>what <00:09:12.555>you <00:09:12.556>would <00:09:12.557>like <00:09:12.559>to

00:09:12.560 --> 00:09:15.110 align:start position:0%
<00:09:12.560>that <00:09:12.653>AI <00:09:12.746>is <00:09:12.839>doing <00:09:12.933>what <00:09:13.026>you <00:09:13.119>would <00:09:13.213>like <00:09:13.306>to <00:09:13.400>do. <00:09:13.493>So <00:09:13.586>our <00:09:13.680>work <00:09:13.773>is <00:09:13.866>changing <00:09:13.959>from

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<00:09:15.110>do. <00:09:15.111>So <00:09:15.113>our <00:09:15.114>work <00:09:15.116>is <00:09:15.117>changing <00:09:15.119>from

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<00:09:15.120>do. <00:09:15.247>So <00:09:15.374>our <00:09:15.501>work <00:09:15.629>is <00:09:15.756>changing <00:09:15.883>from <00:09:16.010>understand <00:09:16.138>the <00:09:16.265>topic, <00:09:16.392>understand <00:09:16.520>the

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<00:09:16.870>understand <00:09:16.872>the <00:09:16.874>topic, <00:09:16.876>understand <00:09:16.879>the

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<00:09:16.880>understand <00:09:17.035>the <00:09:17.191>topic, <00:09:17.346>understand <00:09:17.502>the <00:09:17.657>business <00:09:17.813>requirements <00:09:17.968>and <00:09:18.124>implement <00:09:18.280>to

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<00:09:19.269>business <00:09:19.271>requirements <00:09:19.273>and <00:09:19.275>implement <00:09:19.278>to

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<00:09:19.279>business <00:09:19.395>requirements <00:09:19.512>and <00:09:19.629>implement <00:09:19.745>to <00:09:19.862>understand <00:09:19.979>all <00:09:20.095>of <00:09:20.212>that <00:09:20.329>but <00:09:20.445>to <00:09:20.562>steer <00:09:20.679>the

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<00:09:21.910>understand <00:09:21.911>all <00:09:21.912>of <00:09:21.913>that <00:09:21.915>but <00:09:21.916>to <00:09:21.917>steer <00:09:21.919>the

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<00:09:21.920>understand <00:09:22.036>all <00:09:22.153>of <00:09:22.270>that <00:09:22.386>but <00:09:22.503>to <00:09:22.620>steer <00:09:22.736>the <00:09:22.853>statistical <00:09:22.969>machine <00:09:23.086>to <00:09:23.203>keep <00:09:23.319>implementing

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<00:09:24.150>statistical <00:09:24.152>machine <00:09:24.154>to <00:09:24.156>keep <00:09:24.159>implementing

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<00:09:24.160>statistical <00:09:24.260>machine <00:09:24.360>to <00:09:24.459>keep <00:09:24.560>implementing <00:09:24.660>it <00:09:24.760>in <00:09:24.860>the <00:09:24.959>way <00:09:25.060>you <00:09:25.160>would <00:09:25.260>like <00:09:25.360>it <00:09:25.459>to <00:09:25.560>do.

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<00:09:26.949>it <00:09:26.949>in <00:09:26.950>the <00:09:26.952>way <00:09:26.953>you <00:09:26.954>would <00:09:26.954>like <00:09:26.955>it <00:09:26.957>to <00:09:26.958>do.

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<00:09:26.959>it <00:09:27.041>in <00:09:27.123>the <00:09:27.206>way <00:09:27.288>you <00:09:27.370>would <00:09:27.453>like <00:09:27.535>it <00:09:27.617>to <00:09:27.700>do. <00:09:27.782>So <00:09:27.864>you <00:09:27.947>can <00:09:28.029>imagine <00:09:28.111>yourself <00:09:28.194>as <00:09:28.276>a <00:09:28.358>captain

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<00:09:29.190>So <00:09:29.191>you <00:09:29.192>can <00:09:29.193>imagine <00:09:29.195>yourself <00:09:29.196>as <00:09:29.197>a <00:09:29.199>captain

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<00:09:29.200>So <00:09:29.287>you <00:09:29.375>can <00:09:29.462>imagine <00:09:29.550>yourself <00:09:29.637>as <00:09:29.725>a <00:09:29.812>captain <00:09:29.900>on <00:09:29.987>a <00:09:30.075>ship <00:09:30.162>where <00:09:30.250>your <00:09:30.337>crew <00:09:30.425>that <00:09:30.512>so <00:09:30.600>your

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<00:09:31.829>on <00:09:31.830>a <00:09:31.831>ship <00:09:31.832>where <00:09:31.833>your <00:09:31.834>crew <00:09:31.835>that <00:09:31.836>so <00:09:31.838>your

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<00:09:31.839>on <00:09:31.916>a <00:09:31.994>ship <00:09:32.072>where <00:09:32.150>your <00:09:32.227>crew <00:09:32.305>that <00:09:32.383>so <00:09:32.461>your <00:09:32.539>the <00:09:32.616>rest <00:09:32.694>of <00:09:32.772>the <00:09:32.850>team <00:09:32.927>you <00:09:33.005>had <00:09:33.083>is <00:09:33.161>a <00:09:33.238>crew

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<00:09:33.750>the <00:09:33.751>rest <00:09:33.752>of <00:09:33.753>the <00:09:33.754>team <00:09:33.755>you <00:09:33.756>had <00:09:33.757>is <00:09:33.758>a <00:09:33.759>crew

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<00:09:33.760>the <00:09:33.837>rest <00:09:33.915>of <00:09:33.993>the <00:09:34.071>team <00:09:34.148>you <00:09:34.226>had <00:09:34.304>is <00:09:34.382>a <00:09:34.460>crew <00:09:34.537>of <00:09:34.615>that <00:09:34.693>ship <00:09:34.771>and <00:09:34.848>all <00:09:34.926>of <00:09:35.004>you <00:09:35.082>are <00:09:35.160>working

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<00:09:35.990>of <00:09:35.991>that <00:09:35.992>ship <00:09:35.993>and <00:09:35.994>all <00:09:35.995>of <00:09:35.996>you <00:09:35.997>are <00:09:35.999>working

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<00:09:36.000>of <00:09:36.093>that <00:09:36.186>ship <00:09:36.280>and <00:09:36.373>all <00:09:36.466>of <00:09:36.560>you <00:09:36.653>are <00:09:36.746>working <00:09:36.840>to <00:09:36.933>steer <00:09:37.026>that <00:09:37.120>huge <00:09:37.213>ship <00:09:37.306>that <00:09:37.400>machine

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<00:09:38.310>to <00:09:38.311>steer <00:09:38.313>that <00:09:38.314>huge <00:09:38.316>ship <00:09:38.317>that <00:09:38.319>machine

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<00:09:38.320>to <00:09:38.420>steer <00:09:38.520>that <00:09:38.620>huge <00:09:38.720>ship <00:09:38.820>that <00:09:38.920>machine <00:09:39.020>that <00:09:39.120>statistical <00:09:39.220>machine <00:09:39.320>to <00:09:39.420>uh <00:09:39.520>go <00:09:39.620>in <00:09:39.720>the

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<00:09:41.190>that <00:09:41.191>statistical <00:09:41.192>machine <00:09:41.193>to <00:09:41.195>uh <00:09:41.196>go <00:09:41.197>in <00:09:41.199>the

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<00:09:41.200>that <00:09:41.316>statistical <00:09:41.433>machine <00:09:41.550>to <00:09:41.666>uh <00:09:41.783>go <00:09:41.900>in <00:09:42.016>the <00:09:42.133>direction <00:09:42.250>you <00:09:42.366>want <00:09:42.483>avoiding <00:09:42.600>any

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<00:09:42.870>direction <00:09:42.872>you <00:09:42.874>want <00:09:42.876>avoiding <00:09:42.879>any

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<00:09:42.880>direction <00:09:43.160>you <00:09:43.439>want <00:09:43.720>avoiding <00:09:44.000>any <00:09:44.280>icebergs.

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icebergs.

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<00:09:44.959>icebergs. <00:09:45.086>So <00:09:45.213>the <00:09:45.340>question <00:09:45.468>is <00:09:45.595>to <00:09:45.722>be <00:09:45.849>or <00:09:45.977>not <00:09:46.104>to <00:09:46.231>be <00:09:46.359>a

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<00:09:49.110>So <00:09:49.110>the <00:09:49.111>question <00:09:49.112>is <00:09:49.113>to <00:09:49.114>be <00:09:49.115>or <00:09:49.116>not <00:09:49.117>to <00:09:49.118>be <00:09:49.119>a

00:09:49.120 --> 00:09:51.030 align:start position:0%
<00:09:49.120>So <00:09:49.207>the <00:09:49.295>question <00:09:49.382>is <00:09:49.470>to <00:09:49.557>be <00:09:49.645>or <00:09:49.732>not <00:09:49.820>to <00:09:49.907>be <00:09:49.995>a <00:09:50.082>software <00:09:50.170>engineer. <00:09:50.257>My <00:09:50.345>answer <00:09:50.432>would <00:09:50.520>be

00:09:51.030 --> 00:09:51.040 align:start position:0%
<00:09:51.030>software <00:09:51.031>engineer. <00:09:51.033>My <00:09:51.035>answer <00:09:51.037>would <00:09:51.039>be

00:09:51.040 --> 00:09:53.430 align:start position:0%
<00:09:51.040>software <00:09:51.156>engineer. <00:09:51.273>My <00:09:51.390>answer <00:09:51.506>would <00:09:51.623>be <00:09:51.740>yes. <00:09:51.856>Let's <00:09:51.973>be <00:09:52.089>but <00:09:52.206>rather <00:09:52.323>a <00:09:52.439>software

00:09:53.430 --> 00:09:53.440 align:start position:0%
<00:09:53.430>yes. <00:09:53.431>Let's <00:09:53.433>be <00:09:53.434>but <00:09:53.436>rather <00:09:53.437>a <00:09:53.439>software

00:09:53.440 --> 00:09:55.829 align:start position:0%
<00:09:53.440>yes. <00:09:53.580>Let's <00:09:53.720>be <00:09:53.860>but <00:09:54.000>rather <00:09:54.140>a <00:09:54.280>software <00:09:54.420>engineering <00:09:54.560>coordinator. <00:09:54.700>Why? <00:09:54.840>Because

00:09:55.829 --> 00:09:55.839 align:start position:0%
<00:09:55.829>engineering <00:09:55.832>coordinator. <00:09:55.834>Why? <00:09:55.838>Because

00:09:55.839 --> 00:09:57.910 align:start position:0%
<00:09:55.839>engineering <00:09:55.978>coordinator. <00:09:56.118>Why? <00:09:56.258>Because <00:09:56.398>your <00:09:56.539>customer <00:09:56.679>will <00:09:56.819>say <00:09:56.959>create <00:09:57.098>me <00:09:57.238>CRM

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<00:09:57.910>your <00:09:57.911>customer <00:09:57.913>will <00:09:57.914>say <00:09:57.915>create <00:09:57.917>me <00:09:57.919>CRM

00:09:57.920 --> 00:09:59.750 align:start position:0%
<00:09:57.920>your <00:09:58.036>customer <00:09:58.153>will <00:09:58.270>say <00:09:58.386>create <00:09:58.503>me <00:09:58.620>CRM <00:09:58.736>system <00:09:58.853>like <00:09:58.969>Microsoft <00:09:59.086>dynamics. <00:09:59.203>But <00:09:59.319>as

00:09:59.750 --> 00:09:59.760 align:start position:0%
<00:09:59.750>system <00:09:59.751>like <00:09:59.753>Microsoft <00:09:59.755>dynamics. <00:09:59.757>But <00:09:59.759>as

00:09:59.760 --> 00:10:01.990 align:start position:0%
<00:09:59.760>system <00:09:59.867>like <00:09:59.975>Microsoft <00:10:00.083>dynamics. <00:10:00.190>But <00:10:00.298>as <00:10:00.406>we <00:10:00.513>know <00:10:00.621>he <00:10:00.729>will <00:10:00.836>get <00:10:00.944>unexpected <00:10:01.052>slop <00:10:01.160>and

00:10:01.990 --> 00:10:02.000 align:start position:0%
<00:10:01.990>we <00:10:01.991>know <00:10:01.992>he <00:10:01.993>will <00:10:01.995>get <00:10:01.996>unexpected <00:10:01.997>slop <00:10:01.999>and

00:10:02.000 --> 00:10:03.750 align:start position:0%
<00:10:02.000>we <00:10:02.107>know <00:10:02.215>he <00:10:02.323>will <00:10:02.430>get <00:10:02.538>unexpected <00:10:02.646>slop <00:10:02.753>and <00:10:02.861>you <00:10:02.969>will <00:10:03.076>tell <00:10:03.184>build <00:10:03.292>a <00:10:03.400>scalable

00:10:03.750 --> 00:10:03.760 align:start position:0%
<00:10:03.750>you <00:10:03.751>will <00:10:03.753>tell <00:10:03.755>build <00:10:03.757>a <00:10:03.759>scalable

00:10:03.760 --> 00:10:05.750 align:start position:0%
<00:10:03.760>you <00:10:03.915>will <00:10:04.071>tell <00:10:04.226>build <00:10:04.382>a <00:10:04.537>scalable <00:10:04.693>enterprise <00:10:04.848>application <00:10:05.004>using <00:10:05.160>react

00:10:05.750 --> 00:10:05.760 align:start position:0%
<00:10:05.750>enterprise <00:10:05.753>application <00:10:05.756>using <00:10:05.759>react

00:10:05.760 --> 00:10:07.829 align:start position:0%
<00:10:05.760>enterprise <00:10:05.915>application <00:10:06.071>using <00:10:06.226>react <00:10:06.382>posgress <00:10:06.537>radius <00:10:06.693>rabbit <00:10:06.848>can <00:10:07.004>view <00:10:07.160>whatever

00:10:07.829 --> 00:10:07.839 align:start position:0%
<00:10:07.829>posgress <00:10:07.830>radius <00:10:07.832>rabbit <00:10:07.834>can <00:10:07.836>view <00:10:07.838>whatever

00:10:07.839 --> 00:10:09.110 align:start position:0%
<00:10:07.839>posgress <00:10:07.942>radius <00:10:08.046>rabbit <00:10:08.150>can <00:10:08.254>view <00:10:08.358>whatever <00:10:08.462>else <00:10:08.566>through <00:10:08.670>the <00:10:08.774>rules <00:10:08.878>through <00:10:08.982>the

00:10:09.110 --> 00:10:09.120 align:start position:0%
<00:10:09.110>else <00:10:09.111>through <00:10:09.113>the <00:10:09.115>rules <00:10:09.117>through <00:10:09.119>the

00:10:09.120 --> 00:10:12.150 align:start position:0%
<00:10:09.120>else <00:10:09.236>through <00:10:09.353>the <00:10:09.470>rules <00:10:09.586>through <00:10:09.703>the <00:10:09.820>policies <00:10:09.936>etc. <00:10:10.053>So <00:10:10.170>it's <00:10:10.286>not <00:10:10.403>a <00:10:10.520>bottleneck

00:10:12.150 --> 00:10:12.160 align:start position:0%
<00:10:12.150>policies <00:10:12.151>etc. <00:10:12.153>So <00:10:12.154>it's <00:10:12.156>not <00:10:12.157>a <00:10:12.159>bottleneck

00:10:12.160 --> 00:10:14.389 align:start position:0%
<00:10:12.160>policies <00:10:12.276>etc. <00:10:12.393>So <00:10:12.510>it's <00:10:12.626>not <00:10:12.743>a <00:10:12.860>bottleneck <00:10:12.976>of <00:10:13.093>model <00:10:13.209>code <00:10:13.326>generation <00:10:13.443>ability <00:10:13.560>that

00:10:14.389 --> 00:10:14.399 align:start position:0%
<00:10:14.389>of <00:10:14.390>model <00:10:14.392>code <00:10:14.394>generation <00:10:14.396>ability <00:10:14.398>that

00:10:14.399 --> 00:10:16.790 align:start position:0%
<00:10:14.399>of <00:10:14.506>model <00:10:14.614>code <00:10:14.722>generation <00:10:14.829>ability <00:10:14.937>that <00:10:15.045>the <00:10:15.152>IT <00:10:15.260>world <00:10:15.368>is <00:10:15.475>still <00:10:15.583>existing <00:10:15.691>and <00:10:15.799>we

00:10:16.790 --> 00:10:16.800 align:start position:0%
<00:10:16.790>the <00:10:16.791>IT <00:10:16.792>world <00:10:16.793>is <00:10:16.795>still <00:10:16.796>existing <00:10:16.797>and <00:10:16.799>we

00:10:16.800 --> 00:10:18.550 align:start position:0%
<00:10:16.800>the <00:10:16.893>IT <00:10:16.986>world <00:10:17.079>is <00:10:17.173>still <00:10:17.266>existing <00:10:17.359>and <00:10:17.453>we <00:10:17.546>are <00:10:17.640>still <00:10:17.733>here. <00:10:17.826>But <00:10:17.920>the <00:10:18.013>problem <00:10:18.106>is <00:10:18.199>that

00:10:18.550 --> 00:10:18.560 align:start position:0%
<00:10:18.550>are <00:10:18.551>still <00:10:18.552>here. <00:10:18.553>But <00:10:18.555>the <00:10:18.556>problem <00:10:18.557>is <00:10:18.559>that

00:10:18.560 --> 00:10:21.030 align:start position:0%
<00:10:18.560>are <00:10:18.676>still <00:10:18.793>here. <00:10:18.910>But <00:10:19.026>the <00:10:19.143>problem <00:10:19.260>is <00:10:19.376>that <00:10:19.493>it's <00:10:19.609>a <00:10:19.726>vision <00:10:19.843>experience <00:10:19.959>understanding

00:10:21.030 --> 00:10:21.040 align:start position:0%
<00:10:21.030>it's <00:10:21.032>a <00:10:21.034>vision <00:10:21.036>experience <00:10:21.039>understanding

00:10:21.040 --> 00:10:23.030 align:start position:0%
<00:10:21.040>it's <00:10:21.195>a <00:10:21.351>vision <00:10:21.506>experience <00:10:21.662>understanding <00:10:21.817>technical <00:10:21.973>concept <00:10:22.128>and <00:10:22.284>strategy <00:10:22.439>and

00:10:23.030 --> 00:10:23.040 align:start position:0%
<00:10:23.030>technical <00:10:23.032>concept <00:10:23.034>and <00:10:23.036>strategy <00:10:23.039>and

00:10:23.040 --> 00:10:25.110 align:start position:0%
<00:10:23.040>technical <00:10:23.195>concept <00:10:23.351>and <00:10:23.506>strategy <00:10:23.662>and <00:10:23.817>conscious <00:10:23.973>thinking <00:10:24.128>and <00:10:24.284>judgment <00:10:24.439>that

00:10:25.110 --> 00:10:25.120 align:start position:0%
<00:10:25.110>conscious <00:10:25.112>thinking <00:10:25.114>and <00:10:25.116>judgment <00:10:25.119>that

00:10:25.120 --> 00:10:26.949 align:start position:0%
<00:10:25.120>conscious <00:10:25.260>thinking <00:10:25.400>and <00:10:25.540>judgment <00:10:25.680>that <00:10:25.820>needs <00:10:25.960>to <00:10:26.100>be <00:10:26.240>translated <00:10:26.380>via <00:10:26.520>coordination

00:10:26.949 --> 00:10:26.959 align:start position:0%
<00:10:26.949>needs <00:10:26.950>to <00:10:26.952>be <00:10:26.954>translated <00:10:26.956>via <00:10:26.958>coordination

00:10:26.959 --> 00:10:28.870 align:start position:0%
<00:10:26.959>needs <00:10:27.086>to <00:10:27.213>be <00:10:27.340>translated <00:10:27.468>via <00:10:27.595>coordination <00:10:27.722>with <00:10:27.849>policies <00:10:27.977>rules <00:10:28.104>skills <00:10:28.231>specs <00:10:28.358>and

00:10:28.870 --> 00:10:28.880 align:start position:0%
<00:10:28.870>with <00:10:28.871>policies <00:10:28.873>rules <00:10:28.875>skills <00:10:28.877>specs <00:10:28.879>and

00:10:28.880 --> 00:10:31.590 align:start position:0%
<00:10:28.880>with <00:10:29.020>policies <00:10:29.160>rules <00:10:29.300>skills <00:10:29.439>specs <00:10:29.580>and <00:10:29.720>prompts <00:10:29.860>into <00:10:30.000>the <00:10:30.140>architecture <00:10:30.280>decisions

00:10:31.590 --> 00:10:31.600 align:start position:0%
<00:10:31.590>prompts <00:10:31.592>into <00:10:31.594>the <00:10:31.596>architecture <00:10:31.599>decisions

00:10:31.600 --> 00:10:33.910 align:start position:0%
<00:10:31.600>prompts <00:10:31.755>into <00:10:31.911>the <00:10:32.066>architecture <00:10:32.222>decisions <00:10:32.377>into <00:10:32.533>the <00:10:32.688>specifications <00:10:32.844>test <00:10:33.000>repository

00:10:33.910 --> 00:10:33.920 align:start position:0%
<00:10:33.910>into <00:10:33.912>the <00:10:33.914>specifications <00:10:33.916>test <00:10:33.919>repository

00:10:33.920 --> 00:10:36.389 align:start position:0%
<00:10:33.920>into <00:10:34.060>the <00:10:34.199>specifications <00:10:34.339>test <00:10:34.479>repository <00:10:34.620>structure <00:10:34.760>and <00:10:34.900>technology <00:10:35.040>stacks. <00:10:35.180>So <00:10:35.319>the

00:10:36.389 --> 00:10:36.399 align:start position:0%
<00:10:36.389>structure <00:10:36.390>and <00:10:36.392>technology <00:10:36.394>stacks. <00:10:36.396>So <00:10:36.398>the

00:10:36.399 --> 00:10:38.389 align:start position:0%
<00:10:36.399>structure <00:10:36.506>and <00:10:36.614>technology <00:10:36.722>stacks. <00:10:36.829>So <00:10:36.937>the <00:10:37.045>outcome <00:10:37.152>is <00:10:37.260>the <00:10:37.368>one <00:10:37.475>that <00:10:37.583>should <00:10:37.691>be <00:10:37.799>for

00:10:38.389 --> 00:10:38.399 align:start position:0%
<00:10:38.389>outcome <00:10:38.390>is <00:10:38.391>the <00:10:38.392>one <00:10:38.394>that <00:10:38.395>should <00:10:38.396>be <00:10:38.398>for

00:10:38.399 --> 00:10:41.430 align:start position:0%
<00:10:38.399>outcome <00:10:38.486>is <00:10:38.574>the <00:10:38.661>one <00:10:38.749>that <00:10:38.836>should <00:10:38.924>be <00:10:39.011>for <00:10:39.099>such <00:10:39.186>a <00:10:39.274>complex <00:10:39.361>system. <00:10:39.449>So <00:10:39.536>we <00:10:39.624>will <00:10:39.711>see <00:10:39.799>a

00:10:41.430 --> 00:10:41.440 align:start position:0%
<00:10:41.430>such <00:10:41.431>a <00:10:41.432>complex <00:10:41.433>system. <00:10:41.434>So <00:10:41.435>we <00:10:41.436>will <00:10:41.437>see <00:10:41.439>a

00:10:41.440 --> 00:10:43.110 align:start position:0%
<00:10:41.440>such <00:10:41.533>a <00:10:41.626>complex <00:10:41.720>system. <00:10:41.813>So <00:10:41.906>we <00:10:42.000>will <00:10:42.093>see <00:10:42.186>a <00:10:42.280>small <00:10:42.373>practical <00:10:42.466>demo <00:10:42.560>of <00:10:42.653>what <00:10:42.746>you <00:10:42.840>can

00:10:43.110 --> 00:10:43.120 align:start position:0%
<00:10:43.110>small <00:10:43.111>practical <00:10:43.113>demo <00:10:43.114>of <00:10:43.116>what <00:10:43.117>you <00:10:43.119>can

00:10:43.120 --> 00:10:44.870 align:start position:0%
<00:10:43.120>small <00:10:43.227>practical <00:10:43.335>demo <00:10:43.443>of <00:10:43.550>what <00:10:43.658>you <00:10:43.766>can <00:10:43.873>achieve <00:10:43.981>with <00:10:44.089>the <00:10:44.196>tools <00:10:44.304>that <00:10:44.412>I <00:10:44.520>mentioned

00:10:44.870 --> 00:10:44.880 align:start position:0%
<00:10:44.870>achieve <00:10:44.871>with <00:10:44.873>the <00:10:44.874>tools <00:10:44.876>that <00:10:44.877>I <00:10:44.879>mentioned

00:10:44.880 --> 00:10:46.710 align:start position:0%
<00:10:44.880>achieve <00:10:44.987>with <00:10:45.095>the <00:10:45.203>tools <00:10:45.310>that <00:10:45.418>I <00:10:45.526>mentioned <00:10:45.633>very <00:10:45.741>quick <00:10:45.849>and <00:10:45.956>high <00:10:46.064>level <00:10:46.172>because <00:10:46.280>it

00:10:46.710 --> 00:10:46.720 align:start position:0%
<00:10:46.710>very <00:10:46.711>quick <00:10:46.713>and <00:10:46.714>high <00:10:46.716>level <00:10:46.717>because <00:10:46.719>it

00:10:46.720 --> 00:10:49.269 align:start position:0%
<00:10:46.720>very <00:10:46.827>quick <00:10:46.935>and <00:10:47.043>high <00:10:47.150>level <00:10:47.258>because <00:10:47.366>it <00:10:47.473>changes <00:10:47.581>uh <00:10:47.689>very <00:10:47.796>frequently <00:10:47.904>but <00:10:48.012>I <00:10:48.120>will

00:10:49.269 --> 00:10:49.279 align:start position:0%
<00:10:49.269>changes <00:10:49.270>uh <00:10:49.272>very <00:10:49.273>frequently <00:10:49.275>but <00:10:49.276>I <00:10:49.278>will

00:10:49.279 --> 00:10:51.910 align:start position:0%
<00:10:49.279>changes <00:10:49.386>uh <00:10:49.494>very <00:10:49.602>frequently <00:10:49.709>but <00:10:49.817>I <00:10:49.925>will <00:10:50.032>show <00:10:50.140>you <00:10:50.248>some <00:10:50.355>details. <00:10:50.463>So <00:10:50.571>let's <00:10:50.679>start

00:10:51.910 --> 00:10:51.920 align:start position:0%
<00:10:51.910>show <00:10:51.911>you <00:10:51.913>some <00:10:51.914>details. <00:10:51.915>So <00:10:51.917>let's <00:10:51.919>start

00:10:51.920 --> 00:10:53.670 align:start position:0%
<00:10:51.920>show <00:10:52.027>you <00:10:52.135>some <00:10:52.243>details. <00:10:52.350>So <00:10:52.458>let's <00:10:52.566>start <00:10:52.673>with <00:10:52.781>the <00:10:52.889>simplest <00:10:52.996>approach <00:10:53.104>for <00:10:53.212>those <00:10:53.319>who

00:10:53.670 --> 00:10:53.680 align:start position:0%
<00:10:53.670>with <00:10:53.671>the <00:10:53.673>simplest <00:10:53.674>approach <00:10:53.675>for <00:10:53.677>those <00:10:53.679>who

00:10:53.680 --> 00:10:58.150 align:start position:0%
<00:10:53.680>with <00:10:53.787>the <00:10:53.895>simplest <00:10:54.003>approach <00:10:54.110>for <00:10:54.218>those <00:10:54.326>who <00:10:54.433>don't <00:10:54.541>run <00:10:54.649>uh <00:10:54.756>specs <00:10:54.864>yet <00:10:54.972>too <00:10:55.079>much

00:10:58.150 --> 00:10:58.160 align:start position:0%
<00:10:58.150>don't <00:10:58.151>run <00:10:58.153>uh <00:10:58.154>specs <00:10:58.156>yet <00:10:58.157>too <00:10:58.159>much

00:10:58.160 --> 00:11:02.310 align:start position:0%
<00:10:58.160>don't <00:10:58.300>run <00:10:58.439>uh <00:10:58.579>specs <00:10:58.719>yet <00:10:58.860>too <00:10:59.000>much <00:10:59.140>let <00:10:59.280>me <00:10:59.420>all <00:10:59.560>right

00:11:02.310 --> 00:11:02.320 align:start position:0%
<00:11:02.310>let <00:11:02.313>me <00:11:02.316>all <00:11:02.319>right

00:11:02.320 --> 00:11:04.710 align:start position:0%
<00:11:02.320>let <00:11:02.460>me <00:11:02.600>all <00:11:02.740>right <00:11:02.880>so <00:11:03.020>here <00:11:03.160>I <00:11:03.300>have <00:11:03.440>a <00:11:03.580>really <00:11:03.720>simplest

00:11:04.710 --> 00:11:04.720 align:start position:0%
<00:11:04.710>so <00:11:04.711>here <00:11:04.713>I <00:11:04.714>have <00:11:04.716>a <00:11:04.717>really <00:11:04.719>simplest

00:11:04.720 --> 00:11:09.430 align:start position:0%
<00:11:04.720>so <00:11:04.820>here <00:11:04.920>I <00:11:05.020>have <00:11:05.120>a <00:11:05.220>really <00:11:05.320>simplest <00:11:05.420>possible <00:11:05.520>project <00:11:05.620>and <00:11:05.720>let <00:11:05.820>me <00:11:05.920>clean <00:11:06.020>up <00:11:06.120>we

00:11:09.430 --> 00:11:09.440 align:start position:0%
<00:11:09.430>possible <00:11:09.431>project <00:11:09.432>and <00:11:09.433>let <00:11:09.435>me <00:11:09.436>clean <00:11:09.437>up <00:11:09.439>we

00:11:09.440 --> 00:11:11.990 align:start position:0%
<00:11:09.440>possible <00:11:09.540>project <00:11:09.640>and <00:11:09.740>let <00:11:09.840>me <00:11:09.940>clean <00:11:10.040>up <00:11:10.140>we <00:11:10.240>have <00:11:10.340>a <00:11:10.440>prompt <00:11:10.540>like <00:11:10.640>simple <00:11:10.740>service <00:11:10.840>I'm

00:11:11.990 --> 00:11:12.000 align:start position:0%
<00:11:11.990>have <00:11:11.991>a <00:11:11.993>prompt <00:11:11.994>like <00:11:11.996>simple <00:11:11.997>service <00:11:11.999>I'm

00:11:12.000 --> 00:11:14.630 align:start position:0%
<00:11:12.000>have <00:11:12.100>a <00:11:12.200>prompt <00:11:12.300>like <00:11:12.400>simple <00:11:12.500>service <00:11:12.600>I'm <00:11:12.700>asking <00:11:12.800>this <00:11:12.900>AI <00:11:13.000>to <00:11:13.100>create <00:11:13.200>my <00:11:13.300>simple <00:11:13.400>net

00:11:14.630 --> 00:11:14.640 align:start position:0%
<00:11:14.630>asking <00:11:14.631>this <00:11:14.632>AI <00:11:14.633>to <00:11:14.635>create <00:11:14.636>my <00:11:14.637>simple <00:11:14.639>net

00:11:14.640 --> 00:11:17.750 align:start position:0%
<00:11:14.640>asking <00:11:14.747>this <00:11:14.855>AI <00:11:14.963>to <00:11:15.070>create <00:11:15.178>my <00:11:15.286>simple <00:11:15.393>net <00:11:15.501>service <00:11:15.609>with <00:11:15.716>some <00:11:15.824>capability <00:11:15.932>what <00:11:16.040>will

00:11:17.750 --> 00:11:17.760 align:start position:0%
<00:11:17.750>service <00:11:17.751>with <00:11:17.753>some <00:11:17.755>capability <00:11:17.757>what <00:11:17.759>will

00:11:17.760 --> 00:11:19.430 align:start position:0%
<00:11:17.760>service <00:11:17.867>with <00:11:17.975>some <00:11:18.083>capability <00:11:18.190>what <00:11:18.298>will <00:11:18.406>happen <00:11:18.513>it <00:11:18.621>will <00:11:18.729>of <00:11:18.836>course <00:11:18.944>look <00:11:19.052>into <00:11:19.160>the

00:11:19.430 --> 00:11:19.440 align:start position:0%
<00:11:19.430>happen <00:11:19.431>it <00:11:19.432>will <00:11:19.433>of <00:11:19.435>course <00:11:19.436>look <00:11:19.437>into <00:11:19.439>the

00:11:19.440 --> 00:11:21.030 align:start position:0%
<00:11:19.440>happen <00:11:19.567>it <00:11:19.694>will <00:11:19.821>of <00:11:19.949>course <00:11:20.076>look <00:11:20.203>into <00:11:20.330>the <00:11:20.458>rules <00:11:20.585>that <00:11:20.712>I <00:11:20.840>applied

00:11:21.030 --> 00:11:21.040 align:start position:0%
<00:11:21.030>rules <00:11:21.033>that <00:11:21.036>I <00:11:21.039>applied

00:11:21.040 --> 00:11:24.069 align:start position:0%
<00:11:21.040>rules <00:11:21.319>that <00:11:21.599>I <00:11:21.880>applied <00:11:22.160>Oh, <00:11:22.439>sorry.

00:11:24.069 --> 00:11:24.079 align:start position:0%
<00:11:24.069>Oh, <00:11:24.078>sorry.

00:11:24.079 --> 00:11:26.310 align:start position:0%
<00:11:24.079>Oh, <00:11:24.253>sorry. <00:11:24.429>&gt;&gt; <00:11:24.603>The <00:11:24.779>proc <00:11:24.954>close <00:11:25.128>the <00:11:25.304>presentation. <00:11:25.478>Yep.

00:11:26.310 --> 00:11:26.320 align:start position:0%
<00:11:26.310>&gt;&gt; <00:11:26.311>The <00:11:26.313>proc <00:11:26.314>close <00:11:26.316>the <00:11:26.317>presentation. <00:11:26.319>Yep.

00:11:26.320 --> 00:11:28.949 align:start position:0%
<00:11:26.320>&gt;&gt; <00:11:26.427>The <00:11:26.535>proc <00:11:26.643>close <00:11:26.750>the <00:11:26.858>presentation. <00:11:26.966>Yep. <00:11:27.073>Okay. <00:11:27.181>You <00:11:27.289>probably <00:11:27.396>should <00:11:27.504>see <00:11:27.612>it <00:11:27.720>now.

00:11:28.949 --> 00:11:28.959 align:start position:0%
<00:11:28.949>Okay. <00:11:28.950>You <00:11:28.952>probably <00:11:28.953>should <00:11:28.954>see <00:11:28.956>it <00:11:28.958>now.

00:11:28.959 --> 00:11:31.829 align:start position:0%
<00:11:28.959>Okay. <00:11:29.059>You <00:11:29.159>probably <00:11:29.258>should <00:11:29.358>see <00:11:29.459>it <00:11:29.559>now. <00:11:29.659>All <00:11:29.758>right. <00:11:29.858>Uh, <00:11:29.959>so <00:11:30.059>here's <00:11:30.159>my <00:11:30.258>uh <00:11:30.358>prompt

00:11:31.829 --> 00:11:31.839 align:start position:0%
<00:11:31.829>All <00:11:31.830>right. <00:11:31.831>Uh, <00:11:31.832>so <00:11:31.834>here's <00:11:31.835>my <00:11:31.836>uh <00:11:31.838>prompt

00:11:31.839 --> 00:11:33.670 align:start position:0%
<00:11:31.839>All <00:11:31.932>right. <00:11:32.025>Uh, <00:11:32.118>so <00:11:32.212>here's <00:11:32.305>my <00:11:32.398>uh <00:11:32.492>prompt <00:11:32.585>that <00:11:32.679>I <00:11:32.772>have <00:11:32.865>prepared. <00:11:32.959>I <00:11:33.052>run <00:11:33.145>that <00:11:33.238>just

00:11:33.670 --> 00:11:33.680 align:start position:0%
<00:11:33.670>that <00:11:33.671>I <00:11:33.672>have <00:11:33.673>prepared. <00:11:33.675>I <00:11:33.676>run <00:11:33.677>that <00:11:33.679>just

00:11:33.680 --> 00:11:36.150 align:start position:0%
<00:11:33.680>that <00:11:33.780>I <00:11:33.880>have <00:11:33.979>prepared. <00:11:34.079>I <00:11:34.180>run <00:11:34.280>that <00:11:34.380>just <00:11:34.479>against <00:11:34.579>the <00:11:34.680>agent <00:11:34.780>and <00:11:34.880>it's <00:11:34.979>creating <00:11:35.079>the

00:11:36.150 --> 00:11:36.160 align:start position:0%
<00:11:36.150>against <00:11:36.151>the <00:11:36.153>agent <00:11:36.154>and <00:11:36.156>it's <00:11:36.157>creating <00:11:36.159>the

00:11:36.160 --> 00:11:37.910 align:start position:0%
<00:11:36.160>against <00:11:36.260>the <00:11:36.360>agent <00:11:36.459>and <00:11:36.560>it's <00:11:36.660>creating <00:11:36.760>the <00:11:36.860>system. <00:11:36.959>As <00:11:37.060>I <00:11:37.160>have <00:11:37.260>the <00:11:37.360>rules <00:11:37.459>in <00:11:37.560>my

00:11:37.910 --> 00:11:37.920 align:start position:0%
<00:11:37.910>system. <00:11:37.911>As <00:11:37.912>I <00:11:37.913>have <00:11:37.915>the <00:11:37.916>rules <00:11:37.917>in <00:11:37.919>my

00:11:37.920 --> 00:11:40.150 align:start position:0%
<00:11:37.920>system. <00:11:38.020>As <00:11:38.120>I <00:11:38.219>have <00:11:38.319>the <00:11:38.420>rules <00:11:38.520>in <00:11:38.620>my <00:11:38.719>system, <00:11:38.819>it <00:11:38.920>is <00:11:39.020>check <00:11:39.120>checking <00:11:39.219>them <00:11:39.319>and

00:11:40.150 --> 00:11:40.160 align:start position:0%
<00:11:40.150>system, <00:11:40.151>it <00:11:40.153>is <00:11:40.154>check <00:11:40.156>checking <00:11:40.157>them <00:11:40.159>and

00:11:40.160 --> 00:11:41.670 align:start position:0%
<00:11:40.160>system, <00:11:40.273>it <00:11:40.386>is <00:11:40.499>check <00:11:40.613>checking <00:11:40.726>them <00:11:40.839>and <00:11:40.952>seeing <00:11:41.065>that <00:11:41.179>it <00:11:41.292>should <00:11:41.405>follow <00:11:41.519>my

00:11:41.670 --> 00:11:41.680 align:start position:0%
<00:11:41.670>seeing <00:11:41.671>that <00:11:41.673>it <00:11:41.675>should <00:11:41.677>follow <00:11:41.679>my

00:11:41.680 --> 00:11:43.350 align:start position:0%
<00:11:41.680>seeing <00:11:41.835>that <00:11:41.991>it <00:11:42.146>should <00:11:42.302>follow <00:11:42.457>my <00:11:42.613>architecture <00:11:42.768>security <00:11:42.924>code <00:11:43.079>type

00:11:43.350 --> 00:11:43.360 align:start position:0%
<00:11:43.350>architecture <00:11:43.353>security <00:11:43.356>code <00:11:43.359>type

00:11:43.360 --> 00:11:45.190 align:start position:0%
<00:11:43.360>architecture <00:11:43.500>security <00:11:43.640>code <00:11:43.780>type <00:11:43.920>patterns. <00:11:44.060>It <00:11:44.200>should <00:11:44.340>use <00:11:44.480>it <00:11:44.620>should <00:11:44.760>not

00:11:45.190 --> 00:11:45.200 align:start position:0%
<00:11:45.190>patterns. <00:11:45.191>It <00:11:45.193>should <00:11:45.194>use <00:11:45.196>it <00:11:45.197>should <00:11:45.199>not

00:11:45.200 --> 00:11:47.509 align:start position:0%
<00:11:45.200>patterns. <00:11:45.293>It <00:11:45.386>should <00:11:45.480>use <00:11:45.573>it <00:11:45.666>should <00:11:45.760>not <00:11:45.853>check <00:11:45.946>if <00:11:46.040>I <00:11:46.133>have <00:11:46.226>net <00:11:46.320>or <00:11:46.413>docker <00:11:46.506>but <00:11:46.600>always

00:11:47.509 --> 00:11:47.519 align:start position:0%
<00:11:47.509>check <00:11:47.510>if <00:11:47.511>I <00:11:47.512>have <00:11:47.513>net <00:11:47.514>or <00:11:47.515>docker <00:11:47.516>but <00:11:47.518>always

00:11:47.519 --> 00:11:49.269 align:start position:0%
<00:11:47.519>check <00:11:47.612>if <00:11:47.705>I <00:11:47.799>have <00:11:47.892>net <00:11:47.985>or <00:11:48.079>docker <00:11:48.172>but <00:11:48.265>always <00:11:48.359>assume <00:11:48.452>I <00:11:48.545>have <00:11:48.639>it. <00:11:48.732>It <00:11:48.825>should <00:11:48.919>always

00:11:49.269 --> 00:11:49.279 align:start position:0%
<00:11:49.269>assume <00:11:49.270>I <00:11:49.272>have <00:11:49.273>it. <00:11:49.275>It <00:11:49.276>should <00:11:49.278>always

00:11:49.279 --> 00:11:51.750 align:start position:0%
<00:11:49.279>assume <00:11:49.386>I <00:11:49.494>have <00:11:49.602>it. <00:11:49.709>It <00:11:49.817>should <00:11:49.925>always <00:11:50.032>generate <00:11:50.140>a <00:11:50.248>git <00:11:50.355>ignore <00:11:50.463>file. <00:11:50.571>With <00:11:50.679>the

00:11:51.750 --> 00:11:51.760 align:start position:0%
<00:11:51.750>generate <00:11:51.751>a <00:11:51.753>git <00:11:51.754>ignore <00:11:51.756>file. <00:11:51.757>With <00:11:51.759>the

00:11:51.760 --> 00:11:53.509 align:start position:0%
<00:11:51.760>generate <00:11:51.876>a <00:11:51.993>git <00:11:52.110>ignore <00:11:52.226>file. <00:11:52.343>With <00:11:52.460>the <00:11:52.576>specs <00:11:52.693>in <00:11:52.810>architecture, <00:11:52.926>I <00:11:53.043>can <00:11:53.160>explain

00:11:53.509 --> 00:11:53.519 align:start position:0%
<00:11:53.509>specs <00:11:53.510>in <00:11:53.512>architecture, <00:11:53.514>I <00:11:53.516>can <00:11:53.518>explain

00:11:53.519 --> 00:11:54.949 align:start position:0%
<00:11:53.519>specs <00:11:53.626>in <00:11:53.733>architecture, <00:11:53.840>I <00:11:53.948>can <00:11:54.055>explain <00:11:54.162>that <00:11:54.269>we <00:11:54.377>are <00:11:54.484>creating <00:11:54.591>front <00:11:54.698>end <00:11:54.805>in

00:11:54.949 --> 00:11:54.959 align:start position:0%
<00:11:54.949>that <00:11:54.950>we <00:11:54.952>are <00:11:54.953>creating <00:11:54.955>front <00:11:54.956>end <00:11:54.958>in

00:11:54.959 --> 00:11:56.710 align:start position:0%
<00:11:54.959>that <00:11:55.066>we <00:11:55.174>are <00:11:55.282>creating <00:11:55.389>front <00:11:55.497>end <00:11:55.605>in <00:11:55.712>ReactJS. <00:11:55.820>We <00:11:55.928>are <00:11:56.035>using <00:11:56.143>this <00:11:56.251>and <00:11:56.359>that

00:11:56.710 --> 00:11:56.720 align:start position:0%
<00:11:56.710>ReactJS. <00:11:56.711>We <00:11:56.713>are <00:11:56.714>using <00:11:56.716>this <00:11:56.717>and <00:11:56.719>that

00:11:56.720 --> 00:11:58.949 align:start position:0%
<00:11:56.720>ReactJS. <00:11:56.827>We <00:11:56.935>are <00:11:57.043>using <00:11:57.150>this <00:11:57.258>and <00:11:57.366>that <00:11:57.473>technology <00:11:57.581>etc. <00:11:57.689>In <00:11:57.796>code <00:11:57.904>style <00:11:58.012>that <00:11:58.120>we

00:11:58.949 --> 00:11:58.959 align:start position:0%
<00:11:58.949>technology <00:11:58.950>etc. <00:11:58.952>In <00:11:58.953>code <00:11:58.955>style <00:11:58.956>that <00:11:58.958>we

00:11:58.959 --> 00:12:01.269 align:start position:0%
<00:11:58.959>technology <00:11:59.075>etc. <00:11:59.192>In <00:11:59.309>code <00:11:59.425>style <00:11:59.542>that <00:11:59.659>we <00:11:59.775>are <00:11:59.892>using <00:12:00.009>the <00:12:00.125>easily <00:12:00.242>readable <00:12:00.359>format,

00:12:01.269 --> 00:12:01.279 align:start position:0%
<00:12:01.269>are <00:12:01.270>using <00:12:01.272>the <00:12:01.274>easily <00:12:01.276>readable <00:12:01.278>format,

00:12:01.279 --> 00:12:02.870 align:start position:0%
<00:12:01.279>are <00:12:01.386>using <00:12:01.494>the <00:12:01.602>easily <00:12:01.709>readable <00:12:01.817>format, <00:12:01.925>the <00:12:02.032>bracket <00:12:02.140>should <00:12:02.248>be <00:12:02.355>this <00:12:02.463>way <00:12:02.571>or <00:12:02.679>that

00:12:02.870 --> 00:12:02.880 align:start position:0%
<00:12:02.870>the <00:12:02.871>bracket <00:12:02.872>should <00:12:02.873>be <00:12:02.875>this <00:12:02.876>way <00:12:02.877>or <00:12:02.879>that

00:12:02.880 --> 00:12:04.630 align:start position:0%
<00:12:02.880>the <00:12:02.973>bracket <00:12:03.066>should <00:12:03.160>be <00:12:03.253>this <00:12:03.346>way <00:12:03.439>or <00:12:03.533>that <00:12:03.626>way. <00:12:03.720>We <00:12:03.813>should <00:12:03.906>not <00:12:04.000>use <00:12:04.093>the <00:12:04.186>minified <00:12:04.280>too

00:12:04.630 --> 00:12:04.640 align:start position:0%
<00:12:04.630>way. <00:12:04.631>We <00:12:04.632>should <00:12:04.633>not <00:12:04.635>use <00:12:04.636>the <00:12:04.637>minified <00:12:04.639>too

00:12:04.640 --> 00:12:07.030 align:start position:0%
<00:12:04.640>way. <00:12:04.740>We <00:12:04.840>should <00:12:04.939>not <00:12:05.040>use <00:12:05.140>the <00:12:05.240>minified <00:12:05.340>too <00:12:05.439>much <00:12:05.540>code <00:12:05.640>etc. <00:12:05.740>And <00:12:05.840>for <00:12:05.939>the <00:12:06.040>security

00:12:07.030 --> 00:12:07.040 align:start position:0%
<00:12:07.030>much <00:12:07.031>code <00:12:07.033>etc. <00:12:07.034>And <00:12:07.036>for <00:12:07.037>the <00:12:07.039>security

00:12:07.040 --> 00:12:09.030 align:start position:0%
<00:12:07.040>much <00:12:07.140>code <00:12:07.240>etc. <00:12:07.339>And <00:12:07.439>for <00:12:07.540>the <00:12:07.640>security <00:12:07.740>let's <00:12:07.839>say <00:12:07.939>that <00:12:08.040>we <00:12:08.140>should <00:12:08.240>use <00:12:08.339>the <00:12:08.439>JWT

00:12:09.030 --> 00:12:09.040 align:start position:0%
<00:12:09.030>let's <00:12:09.031>say <00:12:09.032>that <00:12:09.033>we <00:12:09.035>should <00:12:09.036>use <00:12:09.037>the <00:12:09.039>JWT

00:12:09.040 --> 00:12:10.550 align:start position:0%
<00:12:09.040>let's <00:12:09.144>say <00:12:09.249>that <00:12:09.353>we <00:12:09.458>should <00:12:09.562>use <00:12:09.667>the <00:12:09.771>JWT <00:12:09.876>token <00:12:09.980>and <00:12:10.085>always <00:12:10.189>the <00:12:10.294>authentication <00:12:10.399>in

00:12:10.550 --> 00:12:10.560 align:start position:0%
<00:12:10.550>token <00:12:10.551>and <00:12:10.553>always <00:12:10.555>the <00:12:10.557>authentication <00:12:10.559>in

00:12:10.560 --> 00:12:12.389 align:start position:0%
<00:12:10.560>token <00:12:10.676>and <00:12:10.793>always <00:12:10.910>the <00:12:11.026>authentication <00:12:11.143>in <00:12:11.260>our <00:12:11.376>applications. <00:12:11.493>Of <00:12:11.609>course <00:12:11.726>it <00:12:11.843>might <00:12:11.959>be

00:12:12.389 --> 00:12:12.399 align:start position:0%
<00:12:12.389>our <00:12:12.390>applications. <00:12:12.392>Of <00:12:12.393>course <00:12:12.395>it <00:12:12.396>might <00:12:12.398>be

00:12:12.399 --> 00:12:13.910 align:start position:0%
<00:12:12.399>our <00:12:12.503>applications. <00:12:12.608>Of <00:12:12.712>course <00:12:12.817>it <00:12:12.922>might <00:12:13.026>be <00:12:13.131>much <00:12:13.235>more <00:12:13.340>complex <00:12:13.445>but <00:12:13.549>for <00:12:13.654>a <00:12:13.758>simple

00:12:13.910 --> 00:12:13.920 align:start position:0%
<00:12:13.910>much <00:12:13.911>more <00:12:13.913>complex <00:12:13.914>but <00:12:13.915>for <00:12:13.917>a <00:12:13.919>simple

00:12:13.920 --> 00:12:15.670 align:start position:0%
<00:12:13.920>much <00:12:14.036>more <00:12:14.153>complex <00:12:14.270>but <00:12:14.386>for <00:12:14.503>a <00:12:14.620>simple <00:12:14.736>project <00:12:14.853>starting <00:12:14.969>even <00:12:15.086>with <00:12:15.203>this <00:12:15.319>is

00:12:15.670 --> 00:12:15.680 align:start position:0%
<00:12:15.670>project <00:12:15.671>starting <00:12:15.673>even <00:12:15.675>with <00:12:15.677>this <00:12:15.679>is

00:12:15.680 --> 00:12:17.750 align:start position:0%
<00:12:15.680>project <00:12:15.835>starting <00:12:15.991>even <00:12:16.146>with <00:12:16.302>this <00:12:16.457>is <00:12:16.613>significantly <00:12:16.768>improving <00:12:16.924>the <00:12:17.079>performance

00:12:17.750 --> 00:12:17.760 align:start position:0%
<00:12:17.750>significantly <00:12:17.753>improving <00:12:17.756>the <00:12:17.759>performance

00:12:17.760 --> 00:12:20.150 align:start position:0%
<00:12:17.760>significantly <00:12:17.900>improving <00:12:18.040>the <00:12:18.180>performance <00:12:18.319>time <00:12:18.460>of <00:12:18.600>generation <00:12:18.740>lowering <00:12:18.880>the <00:12:19.020>cost <00:12:19.160>of

00:12:20.150 --> 00:12:20.160 align:start position:0%
<00:12:20.150>time <00:12:20.151>of <00:12:20.153>generation <00:12:20.154>lowering <00:12:20.156>the <00:12:20.157>cost <00:12:20.159>of

00:12:20.160 --> 00:12:23.269 align:start position:0%
<00:12:20.160>time <00:12:20.267>of <00:12:20.375>generation <00:12:20.483>lowering <00:12:20.590>the <00:12:20.698>cost <00:12:20.806>of <00:12:20.913>the <00:12:21.021>tokens <00:12:21.129>in <00:12:21.236>creating <00:12:21.344>a <00:12:21.452>system. <00:12:21.560>The

00:12:23.269 --> 00:12:23.279 align:start position:0%
<00:12:23.269>the <00:12:23.270>tokens <00:12:23.272>in <00:12:23.273>creating <00:12:23.275>a <00:12:23.276>system. <00:12:23.278>The

00:12:23.279 --> 00:12:25.269 align:start position:0%
<00:12:23.279>the <00:12:23.379>tokens <00:12:23.479>in <00:12:23.579>creating <00:12:23.679>a <00:12:23.779>system. <00:12:23.879>The <00:12:23.979>more <00:12:24.079>ad <00:12:24.179>uh <00:12:24.279>we <00:12:24.379>see <00:12:24.479>that <00:12:24.579>it's <00:12:24.679>already

00:12:25.269 --> 00:12:25.279 align:start position:0%
<00:12:25.269>more <00:12:25.270>ad <00:12:25.271>uh <00:12:25.272>we <00:12:25.274>see <00:12:25.275>that <00:12:25.276>it's <00:12:25.278>already

00:12:25.279 --> 00:12:27.269 align:start position:0%
<00:12:25.279>more <00:12:25.372>ad <00:12:25.465>uh <00:12:25.559>we <00:12:25.652>see <00:12:25.745>that <00:12:25.839>it's <00:12:25.932>already <00:12:26.025>creating <00:12:26.119>a <00:12:26.212>back <00:12:26.305>end <00:12:26.399>and <00:12:26.492>this <00:12:26.585>back <00:12:26.679>end

00:12:27.269 --> 00:12:27.279 align:start position:0%
<00:12:27.269>creating <00:12:27.270>a <00:12:27.271>back <00:12:27.272>end <00:12:27.274>and <00:12:27.275>this <00:12:27.276>back <00:12:27.278>end

00:12:27.279 --> 00:12:29.590 align:start position:0%
<00:12:27.279>creating <00:12:27.366>a <00:12:27.454>back <00:12:27.541>end <00:12:27.629>and <00:12:27.716>this <00:12:27.804>back <00:12:27.891>end <00:12:27.979>will <00:12:28.066>follow <00:12:28.154>the <00:12:28.241>rules <00:12:28.329>we <00:12:28.416>have. <00:12:28.504>Let <00:12:28.591>me <00:12:28.679>go

00:12:29.590 --> 00:12:29.600 align:start position:0%
<00:12:29.590>will <00:12:29.591>follow <00:12:29.592>the <00:12:29.593>rules <00:12:29.594>we <00:12:29.595>have. <00:12:29.596>Let <00:12:29.597>me <00:12:29.599>go

00:12:29.600 --> 00:12:31.990 align:start position:0%
<00:12:29.600>will <00:12:29.693>follow <00:12:29.786>the <00:12:29.880>rules <00:12:29.973>we <00:12:30.066>have. <00:12:30.160>Let <00:12:30.253>me <00:12:30.346>go <00:12:30.440>to <00:12:30.533>the <00:12:30.626>more <00:12:30.720>advanced <00:12:30.813>uh <00:12:30.906>approach. <00:12:31.000>So

00:12:31.990 --> 00:12:32.000 align:start position:0%
<00:12:31.990>to <00:12:31.991>the <00:12:31.993>more <00:12:31.994>advanced <00:12:31.996>uh <00:12:31.997>approach. <00:12:31.999>So

00:12:32.000 --> 00:12:34.069 align:start position:0%
<00:12:32.000>to <00:12:32.100>the <00:12:32.200>more <00:12:32.300>advanced <00:12:32.400>uh <00:12:32.500>approach. <00:12:32.600>So <00:12:32.700>there <00:12:32.800>is <00:12:32.900>also <00:12:33.000>a <00:12:33.100>tools <00:12:33.200>like <00:12:33.300>spatskit. <00:12:33.400>You

00:12:34.069 --> 00:12:34.079 align:start position:0%
<00:12:34.069>there <00:12:34.070>is <00:12:34.071>also <00:12:34.072>a <00:12:34.074>tools <00:12:34.075>like <00:12:34.076>spatskit. <00:12:34.078>You

00:12:34.079 --> 00:12:36.150 align:start position:0%
<00:12:34.079>there <00:12:34.172>is <00:12:34.265>also <00:12:34.358>a <00:12:34.452>tools <00:12:34.545>like <00:12:34.638>spatskit. <00:12:34.732>You <00:12:34.825>can <00:12:34.919>find <00:12:35.012>the <00:12:35.105>spatkit <00:12:35.199>on <00:12:35.292>the <00:12:35.385>GitHub. <00:12:35.478>If

00:12:36.150 --> 00:12:36.160 align:start position:0%
<00:12:36.150>can <00:12:36.151>find <00:12:36.152>the <00:12:36.153>spatkit <00:12:36.155>on <00:12:36.156>the <00:12:36.157>GitHub. <00:12:36.159>If

00:12:36.160 --> 00:12:39.269 align:start position:0%
<00:12:36.160>can <00:12:36.253>find <00:12:36.346>the <00:12:36.439>spatkit <00:12:36.533>on <00:12:36.626>the <00:12:36.719>GitHub. <00:12:36.813>If <00:12:36.906>you <00:12:37.000>install <00:12:37.093>this <00:12:37.186>petkit <00:12:37.280>as <00:12:37.373>a <00:12:37.466>skills <00:12:37.560>to

00:12:39.269 --> 00:12:39.279 align:start position:0%
<00:12:39.269>you <00:12:39.270>install <00:12:39.271>this <00:12:39.272>petkit <00:12:39.274>as <00:12:39.275>a <00:12:39.276>skills <00:12:39.278>to

00:12:39.279 --> 00:12:41.509 align:start position:0%
<00:12:39.279>you <00:12:39.372>install <00:12:39.465>this <00:12:39.559>petkit <00:12:39.652>as <00:12:39.745>a <00:12:39.839>skills <00:12:39.932>to <00:12:40.025>your <00:12:40.119>AI <00:12:40.212>then <00:12:40.305>you <00:12:40.399>are <00:12:40.492>getting <00:12:40.585>the <00:12:40.679>ability

00:12:41.509 --> 00:12:41.519 align:start position:0%
<00:12:41.509>your <00:12:41.510>AI <00:12:41.511>then <00:12:41.512>you <00:12:41.514>are <00:12:41.515>getting <00:12:41.516>the <00:12:41.518>ability

00:12:41.519 --> 00:12:44.870 align:start position:0%
<00:12:41.519>your <00:12:41.626>AI <00:12:41.734>then <00:12:41.842>you <00:12:41.949>are <00:12:42.057>getting <00:12:42.165>the <00:12:42.272>ability <00:12:42.380>to <00:12:42.488>create <00:12:42.595>to <00:12:42.703>use <00:12:42.811>the <00:12:42.919>uh

00:12:44.870 --> 00:12:44.880 align:start position:0%
<00:12:44.870>to <00:12:44.871>create <00:12:44.873>to <00:12:44.875>use <00:12:44.877>the <00:12:44.879>uh

00:12:44.880 --> 00:12:47.509 align:start position:0%
<00:12:44.880>to <00:12:45.007>create <00:12:45.134>to <00:12:45.261>use <00:12:45.389>the <00:12:45.516>uh <00:12:45.643>commands <00:12:45.770>to <00:12:45.898>the <00:12:46.025>AI <00:12:46.152>with <00:12:46.280>special

00:12:47.509 --> 00:12:47.519 align:start position:0%
<00:12:47.509>commands <00:12:47.510>to <00:12:47.512>the <00:12:47.514>AI <00:12:47.516>with <00:12:47.518>special

00:12:47.519 --> 00:12:49.750 align:start position:0%
<00:12:47.519>commands <00:12:47.659>to <00:12:47.799>the <00:12:47.939>AI <00:12:48.079>with <00:12:48.219>special <00:12:48.359>parameters <00:12:48.499>like <00:12:48.639>spekkit <00:12:48.779>is <00:12:48.919>providing

00:12:49.750 --> 00:12:49.760 align:start position:0%
<00:12:49.750>parameters <00:12:49.752>like <00:12:49.754>spekkit <00:12:49.756>is <00:12:49.759>providing

00:12:49.760 --> 00:12:52.150 align:start position:0%
<00:12:49.760>parameters <00:12:49.915>like <00:12:50.071>spekkit <00:12:50.226>is <00:12:50.382>providing <00:12:50.537>ability <00:12:50.693>to <00:12:50.848>say <00:12:51.004>spekkit <00:12:51.160>constitution

00:12:52.150 --> 00:12:52.160 align:start position:0%
<00:12:52.150>ability <00:12:52.152>to <00:12:52.154>say <00:12:52.156>spekkit <00:12:52.159>constitution

00:12:52.160 --> 00:12:53.829 align:start position:0%
<00:12:52.160>ability <00:12:52.300>to <00:12:52.439>say <00:12:52.579>spekkit <00:12:52.719>constitution <00:12:52.860>which <00:12:53.000>is <00:12:53.140>defining <00:12:53.280>the <00:12:53.420>way <00:12:53.560>you're

00:12:53.829 --> 00:12:53.839 align:start position:0%
<00:12:53.829>which <00:12:53.830>is <00:12:53.832>defining <00:12:53.834>the <00:12:53.836>way <00:12:53.838>you're

00:12:53.839 --> 00:12:55.750 align:start position:0%
<00:12:53.839>which <00:12:53.966>is <00:12:54.093>defining <00:12:54.220>the <00:12:54.348>way <00:12:54.475>you're <00:12:54.602>building <00:12:54.729>your <00:12:54.857>system <00:12:54.984>and <00:12:55.111>keeping <00:12:55.238>entire

00:12:55.750 --> 00:12:55.760 align:start position:0%
<00:12:55.750>building <00:12:55.751>your <00:12:55.753>system <00:12:55.755>and <00:12:55.757>keeping <00:12:55.759>entire

00:12:55.760 --> 00:12:58.310 align:start position:0%
<00:12:55.760>building <00:12:55.900>your <00:12:56.040>system <00:12:56.180>and <00:12:56.319>keeping <00:12:56.460>entire <00:12:56.600>specification <00:12:56.740>with <00:12:56.880>your <00:12:57.020>codebase. <00:12:57.160>Spkit

00:12:58.310 --> 00:12:58.320 align:start position:0%
<00:12:58.310>specification <00:12:58.312>with <00:12:58.314>your <00:12:58.316>codebase. <00:12:58.319>Spkit

00:12:58.320 --> 00:12:59.750 align:start position:0%
<00:12:58.320>specification <00:12:58.427>with <00:12:58.534>your <00:12:58.641>codebase. <00:12:58.749>Spkit <00:12:58.856>is <00:12:58.963>going <00:12:59.070>a <00:12:59.178>little <00:12:59.285>bit <00:12:59.392>further <00:12:59.499>than <00:12:59.607>the

00:12:59.750 --> 00:12:59.760 align:start position:0%
<00:12:59.750>is <00:12:59.751>going <00:12:59.752>a <00:12:59.753>little <00:12:59.755>bit <00:12:59.756>further <00:12:59.757>than <00:12:59.759>the

00:12:59.760 --> 00:13:01.509 align:start position:0%
<00:12:59.760>is <00:12:59.867>going <00:12:59.975>a <00:13:00.083>little <00:13:00.190>bit <00:13:00.298>further <00:13:00.406>than <00:13:00.513>the <00:13:00.621>simplified <00:13:00.729>approach <00:13:00.836>that <00:13:00.944>I <00:13:01.052>mentioned. <00:13:01.160>is

00:13:01.509 --> 00:13:01.519 align:start position:0%
<00:13:01.509>simplified <00:13:01.510>approach <00:13:01.512>that <00:13:01.514>I <00:13:01.516>mentioned. <00:13:01.518>is

00:13:01.519 --> 00:13:04.150 align:start position:0%
<00:13:01.519>simplified <00:13:01.659>approach <00:13:01.799>that <00:13:01.939>I <00:13:02.079>mentioned. <00:13:02.219>is <00:13:02.359>providing <00:13:02.499>really <00:13:02.639>nice <00:13:02.779>template <00:13:02.919>following

00:13:04.150 --> 00:13:04.160 align:start position:0%
<00:13:04.150>providing <00:13:04.152>really <00:13:04.154>nice <00:13:04.156>template <00:13:04.159>following

00:13:04.160 --> 00:13:06.629 align:start position:0%
<00:13:04.160>providing <00:13:04.287>really <00:13:04.414>nice <00:13:04.541>template <00:13:04.669>following <00:13:04.796>uh <00:13:04.923>structured <00:13:05.050>content <00:13:05.178>for <00:13:05.305>every <00:13:05.432>type <00:13:05.560>of

00:13:06.629 --> 00:13:06.639 align:start position:0%
<00:13:06.629>uh <00:13:06.630>structured <00:13:06.632>content <00:13:06.633>for <00:13:06.635>every <00:13:06.636>type <00:13:06.638>of

00:13:06.639 --> 00:13:09.110 align:start position:0%
<00:13:06.639>uh <00:13:06.755>structured <00:13:06.872>content <00:13:06.989>for <00:13:07.105>every <00:13:07.222>type <00:13:07.339>of <00:13:07.455>the <00:13:07.572>specification <00:13:07.689>but <00:13:07.805>it's <00:13:07.922>also <00:13:08.039>s

00:13:09.110 --> 00:13:09.120 align:start position:0%
<00:13:09.110>the <00:13:09.111>specification <00:13:09.113>but <00:13:09.115>it's <00:13:09.117>also <00:13:09.119>s

00:13:09.120 --> 00:13:11.190 align:start position:0%
<00:13:09.120>the <00:13:09.260>specification <00:13:09.400>but <00:13:09.540>it's <00:13:09.680>also <00:13:09.820>s <00:13:09.960>suggesting <00:13:10.100>that <00:13:10.240>you <00:13:10.380>keep <00:13:10.520>your

00:13:11.190 --> 00:13:11.200 align:start position:0%
<00:13:11.190>suggesting <00:13:11.192>that <00:13:11.194>you <00:13:11.196>keep <00:13:11.199>your

00:13:11.200 --> 00:13:13.030 align:start position:0%
<00:13:11.200>suggesting <00:13:11.355>that <00:13:11.511>you <00:13:11.666>keep <00:13:11.822>your <00:13:11.977>specification <00:13:12.133>of <00:13:12.288>every <00:13:12.444>feature <00:13:12.600>within

00:13:13.030 --> 00:13:13.040 align:start position:0%
<00:13:13.030>specification <00:13:13.032>of <00:13:13.034>every <00:13:13.036>feature <00:13:13.039>within

00:13:13.040 --> 00:13:14.870 align:start position:0%
<00:13:13.040>specification <00:13:13.167>of <00:13:13.294>every <00:13:13.421>feature <00:13:13.549>within <00:13:13.676>your <00:13:13.803>repository. <00:13:13.930>So <00:13:14.058>if <00:13:14.185>[snorts] <00:13:14.312>you <00:13:14.439>want

00:13:14.870 --> 00:13:14.880 align:start position:0%
<00:13:14.870>your <00:13:14.871>repository. <00:13:14.873>So <00:13:14.874>if <00:13:14.876>[snorts] <00:13:14.877>you <00:13:14.879>want

00:13:14.880 --> 00:13:17.030 align:start position:0%
<00:13:14.880>your <00:13:14.980>repository. <00:13:15.080>So <00:13:15.180>if <00:13:15.280>[snorts] <00:13:15.380>you <00:13:15.480>want <00:13:15.580>to <00:13:15.680>define <00:13:15.780>a <00:13:15.880>new <00:13:15.980>feature <00:13:16.080>like <00:13:16.180>user <00:13:16.280>should

00:13:17.030 --> 00:13:17.040 align:start position:0%
<00:13:17.030>to <00:13:17.031>define <00:13:17.032>a <00:13:17.033>new <00:13:17.035>feature <00:13:17.036>like <00:13:17.037>user <00:13:17.039>should

00:13:17.040 --> 00:13:18.629 align:start position:0%
<00:13:17.040>to <00:13:17.140>define <00:13:17.240>a <00:13:17.339>new <00:13:17.439>feature <00:13:17.540>like <00:13:17.640>user <00:13:17.740>should <00:13:17.839>be <00:13:17.939>able <00:13:18.040>to <00:13:18.140>login <00:13:18.240>with <00:13:18.339>username <00:13:18.439>and

00:13:18.629 --> 00:13:18.639 align:start position:0%
<00:13:18.629>be <00:13:18.630>able <00:13:18.632>to <00:13:18.633>login <00:13:18.635>with <00:13:18.636>username <00:13:18.638>and

00:13:18.639 --> 00:13:19.990 align:start position:0%
<00:13:18.639>be <00:13:18.732>able <00:13:18.826>to <00:13:18.919>login <00:13:19.013>with <00:13:19.106>username <00:13:19.200>and <00:13:19.293>password <00:13:19.387>and <00:13:19.480>let's <00:13:19.574>say <00:13:19.667>it <00:13:19.761>will <00:13:19.854>be

00:13:19.990 --> 00:13:20.000 align:start position:0%
<00:13:19.990>password <00:13:19.991>and <00:13:19.993>let's <00:13:19.994>say <00:13:19.996>it <00:13:19.997>will <00:13:19.999>be

00:13:20.000 --> 00:13:22.389 align:start position:0%
<00:13:20.000>password <00:13:20.100>and <00:13:20.200>let's <00:13:20.300>say <00:13:20.400>it <00:13:20.500>will <00:13:20.600>be <00:13:20.700>feature <00:13:20.800>001 <00:13:20.900>and <00:13:21.000>you <00:13:21.100>pass <00:13:21.200>it <00:13:21.300>to <00:13:21.400>this

00:13:22.389 --> 00:13:22.399 align:start position:0%
<00:13:22.389>feature <00:13:22.390>001 <00:13:22.391>and <00:13:22.392>you <00:13:22.394>pass <00:13:22.395>it <00:13:22.396>to <00:13:22.398>this

00:13:22.399 --> 00:13:24.790 align:start position:0%
<00:13:22.399>feature <00:13:22.506>001 <00:13:22.614>and <00:13:22.722>you <00:13:22.829>pass <00:13:22.937>it <00:13:23.045>to <00:13:23.152>this <00:13:23.260>petskit <00:13:23.368>it <00:13:23.475>will <00:13:23.583>create <00:13:23.691>that <00:13:23.799>definition

00:13:24.790 --> 00:13:24.800 align:start position:0%
<00:13:24.790>petskit <00:13:24.791>it <00:13:24.793>will <00:13:24.795>create <00:13:24.797>that <00:13:24.799>definition

00:13:24.800 --> 00:13:26.949 align:start position:0%
<00:13:24.800>petskit <00:13:24.916>it <00:13:25.033>will <00:13:25.150>create <00:13:25.266>that <00:13:25.383>definition <00:13:25.500>of <00:13:25.616>its <00:13:25.733>task <00:13:25.849>with <00:13:25.966>this <00:13:26.083>repository. <00:13:26.199>So

00:13:26.949 --> 00:13:26.959 align:start position:0%
<00:13:26.949>of <00:13:26.950>its <00:13:26.952>task <00:13:26.953>with <00:13:26.954>this <00:13:26.956>repository. <00:13:26.958>So

00:13:26.959 --> 00:13:28.389 align:start position:0%
<00:13:26.959>of <00:13:27.050>its <00:13:27.142>task <00:13:27.234>with <00:13:27.326>this <00:13:27.418>repository. <00:13:27.510>So <00:13:27.602>let's <00:13:27.694>go <00:13:27.786>back <00:13:27.878>for <00:13:27.970>a <00:13:28.062>second <00:13:28.154>to <00:13:28.246>our

00:13:28.389 --> 00:13:28.399 align:start position:0%
<00:13:28.389>let's <00:13:28.390>go <00:13:28.391>back <00:13:28.392>for <00:13:28.394>a <00:13:28.395>second <00:13:28.396>to <00:13:28.398>our

00:13:28.399 --> 00:13:29.670 align:start position:0%
<00:13:28.399>let's <00:13:28.486>go <00:13:28.574>back <00:13:28.662>for <00:13:28.750>a <00:13:28.838>second <00:13:28.926>to <00:13:29.014>our <00:13:29.102>previous <00:13:29.190>task <00:13:29.278>if <00:13:29.366>it <00:13:29.454>was <00:13:29.542>already

00:13:29.670 --> 00:13:29.680 align:start position:0%
<00:13:29.670>previous <00:13:29.671>task <00:13:29.673>if <00:13:29.675>it <00:13:29.677>was <00:13:29.679>already

00:13:29.680 --> 00:13:31.670 align:start position:0%
<00:13:29.680>previous <00:13:29.787>task <00:13:29.895>if <00:13:30.003>it <00:13:30.110>was <00:13:30.218>already <00:13:30.326>completed. <00:13:30.433>Yes, <00:13:30.541>we <00:13:30.649>have <00:13:30.756>a <00:13:30.864>back <00:13:30.972>end. <00:13:31.079>We

00:13:31.670 --> 00:13:31.680 align:start position:0%
<00:13:31.670>completed. <00:13:31.671>Yes, <00:13:31.672>we <00:13:31.673>have <00:13:31.675>a <00:13:31.676>back <00:13:31.677>end. <00:13:31.679>We

00:13:31.680 --> 00:13:33.670 align:start position:0%
<00:13:31.680>completed. <00:13:31.787>Yes, <00:13:31.895>we <00:13:32.003>have <00:13:32.110>a <00:13:32.218>back <00:13:32.326>end. <00:13:32.433>We <00:13:32.541>see <00:13:32.649>it <00:13:32.756>innet. <00:13:32.864>It <00:13:32.972>has <00:13:33.079>controllers

00:13:33.670 --> 00:13:33.680 align:start position:0%
<00:13:33.670>see <00:13:33.671>it <00:13:33.673>innet. <00:13:33.675>It <00:13:33.677>has <00:13:33.679>controllers

00:13:33.680 --> 00:13:35.990 align:start position:0%
<00:13:33.680>see <00:13:33.819>it <00:13:33.959>innet. <00:13:34.099>It <00:13:34.239>has <00:13:34.380>controllers <00:13:34.520>separately. <00:13:34.660>It <00:13:34.800>has <00:13:34.939>separately <00:13:35.079>models,

00:13:35.990 --> 00:13:36.000 align:start position:0%
<00:13:35.990>separately. <00:13:35.992>It <00:13:35.994>has <00:13:35.996>separately <00:13:35.999>models,

00:13:36.000 --> 00:13:37.990 align:start position:0%
<00:13:36.000>separately. <00:13:36.127>It <00:13:36.254>has <00:13:36.381>separately <00:13:36.509>models, <00:13:36.636>services, <00:13:36.763>etc. <00:13:36.890>So, <00:13:37.018>it <00:13:37.145>followed <00:13:37.272>the <00:13:37.400>rules

00:13:37.990 --> 00:13:38.000 align:start position:0%
<00:13:37.990>services, <00:13:37.991>etc. <00:13:37.993>So, <00:13:37.994>it <00:13:37.996>followed <00:13:37.997>the <00:13:37.999>rules

00:13:38.000 --> 00:13:40.550 align:start position:0%
<00:13:38.000>services, <00:13:38.100>etc. <00:13:38.200>So, <00:13:38.300>it <00:13:38.400>followed <00:13:38.500>the <00:13:38.600>rules <00:13:38.700>that <00:13:38.800>I <00:13:38.900>provided <00:13:39.000>from <00:13:39.100>the <00:13:39.200>day <00:13:39.300>one. <00:13:39.400>Even

00:13:40.550 --> 00:13:40.560 align:start position:0%
<00:13:40.550>that <00:13:40.551>I <00:13:40.552>provided <00:13:40.553>from <00:13:40.555>the <00:13:40.556>day <00:13:40.557>one. <00:13:40.559>Even

00:13:40.560 --> 00:13:42.870 align:start position:0%
<00:13:40.560>that <00:13:40.667>I <00:13:40.775>provided <00:13:40.883>from <00:13:40.990>the <00:13:41.098>day <00:13:41.206>one. <00:13:41.313>Even <00:13:41.421>though <00:13:41.529>I <00:13:41.636>provided <00:13:41.744>very <00:13:41.852>simple <00:13:41.959>business

00:13:42.870 --> 00:13:42.880 align:start position:0%
<00:13:42.870>though <00:13:42.871>I <00:13:42.873>provided <00:13:42.875>very <00:13:42.877>simple <00:13:42.879>business

00:13:42.880 --> 00:13:44.389 align:start position:0%
<00:13:42.880>though <00:13:43.106>I <00:13:43.332>provided <00:13:43.559>very <00:13:43.785>simple <00:13:44.011>business <00:13:44.238>request

00:13:44.389 --> 00:13:44.399 align:start position:0%
request

00:13:44.399 --> 00:13:46.629 align:start position:0%
<00:13:44.399>request <00:13:44.599>in <00:13:44.799>the <00:13:44.999>spkit <00:13:45.199>approach, <00:13:45.399>we <00:13:45.599>have <00:13:45.799>already

00:13:46.629 --> 00:13:46.639 align:start position:0%
<00:13:46.629>in <00:13:46.630>the <00:13:46.632>spkit <00:13:46.633>approach, <00:13:46.635>we <00:13:46.636>have <00:13:46.638>already

00:13:46.639 --> 00:13:49.829 align:start position:0%
<00:13:46.639>in <00:13:46.755>the <00:13:46.872>spkit <00:13:46.989>approach, <00:13:47.105>we <00:13:47.222>have <00:13:47.339>already <00:13:47.455>generated <00:13:47.572>the <00:13:47.689>constitution <00:13:47.805>file <00:13:47.922>and <00:13:48.039>let

00:13:49.829 --> 00:13:49.839 align:start position:0%
<00:13:49.829>generated <00:13:49.830>the <00:13:49.832>constitution <00:13:49.834>file <00:13:49.836>and <00:13:49.838>let

00:13:49.839 --> 00:13:52.870 align:start position:0%
<00:13:49.839>generated <00:13:49.966>the <00:13:50.093>constitution <00:13:50.220>file <00:13:50.348>and <00:13:50.475>let <00:13:50.602>me <00:13:50.729>push <00:13:50.857>here <00:13:50.984>to <00:13:51.111>generate <00:13:51.238>the

00:13:52.870 --> 00:13:52.880 align:start position:0%
<00:13:52.870>me <00:13:52.871>push <00:13:52.873>here <00:13:52.875>to <00:13:52.877>generate <00:13:52.879>the

00:13:52.880 --> 00:13:55.430 align:start position:0%
<00:13:52.880>me <00:13:52.996>push <00:13:53.113>here <00:13:53.230>to <00:13:53.346>generate <00:13:53.463>the <00:13:53.580>specification. <00:13:53.696>My <00:13:53.813>first <00:13:53.930>task <00:13:54.046>once <00:13:54.163>it <00:13:54.280>is

00:13:55.430 --> 00:13:55.440 align:start position:0%
<00:13:55.430>specification. <00:13:55.431>My <00:13:55.433>first <00:13:55.434>task <00:13:55.436>once <00:13:55.437>it <00:13:55.439>is

00:13:55.440 --> 00:13:57.750 align:start position:0%
<00:13:55.440>specification. <00:13:55.533>My <00:13:55.626>first <00:13:55.720>task <00:13:55.813>once <00:13:55.906>it <00:13:56.000>is <00:13:56.093>working, <00:13:56.186>I <00:13:56.280>will <00:13:56.373>show <00:13:56.466>you <00:13:56.560>the <00:13:56.653>demo <00:13:56.746>of <00:13:56.840>the

00:13:57.750 --> 00:13:57.760 align:start position:0%
<00:13:57.750>working, <00:13:57.751>I <00:13:57.752>will <00:13:57.753>show <00:13:57.754>you <00:13:57.755>the <00:13:57.756>demo <00:13:57.757>of <00:13:57.759>the

00:13:57.760 --> 00:14:00.550 align:start position:0%
<00:13:57.760>working, <00:13:57.860>I <00:13:57.960>will <00:13:58.060>show <00:13:58.160>you <00:13:58.260>the <00:13:58.360>demo <00:13:58.460>of <00:13:58.560>the <00:13:58.660>skills. <00:13:58.760>So <00:13:58.860>how <00:13:58.960>the <00:13:59.060>skills <00:13:59.160>differentiate

00:14:00.550 --> 00:14:00.560 align:start position:0%
<00:14:00.550>skills. <00:14:00.551>So <00:14:00.553>how <00:14:00.555>the <00:14:00.557>skills <00:14:00.559>differentiate

00:14:00.560 --> 00:14:05.269 align:start position:0%
<00:14:00.560>skills. <00:14:00.676>So <00:14:00.793>how <00:14:00.910>the <00:14:01.026>skills <00:14:01.143>differentiate <00:14:01.260>from <00:14:01.376>the <00:14:01.493>rules <00:14:01.609>and <00:14:01.726>uh <00:14:01.843>uh <00:14:01.959>specifications.

00:14:05.269 --> 00:14:05.279 align:start position:0%
<00:14:05.269>from <00:14:05.270>the <00:14:05.272>rules <00:14:05.273>and <00:14:05.275>uh <00:14:05.276>uh <00:14:05.278>specifications.

00:14:05.279 --> 00:14:06.949 align:start position:0%
<00:14:05.279>from <00:14:05.386>the <00:14:05.494>rules <00:14:05.602>and <00:14:05.709>uh <00:14:05.817>uh <00:14:05.925>specifications. <00:14:06.032>So <00:14:06.140>I <00:14:06.248>have <00:14:06.355>installed <00:14:06.463>the <00:14:06.571>skill <00:14:06.679>for

00:14:06.949 --> 00:14:06.959 align:start position:0%
<00:14:06.949>So <00:14:06.950>I <00:14:06.952>have <00:14:06.953>installed <00:14:06.954>the <00:14:06.956>skill <00:14:06.958>for

00:14:06.959 --> 00:14:09.430 align:start position:0%
<00:14:06.959>So <00:14:07.052>I <00:14:07.145>have <00:14:07.238>installed <00:14:07.332>the <00:14:07.425>skill <00:14:07.518>for <00:14:07.612>example <00:14:07.705>for <00:14:07.799>the <00:14:07.892>draw <00:14:07.985>io. <00:14:08.079>So <00:14:08.172>I <00:14:08.265>don't <00:14:08.358>get

00:14:09.430 --> 00:14:09.440 align:start position:0%
<00:14:09.430>example <00:14:09.431>for <00:14:09.432>the <00:14:09.433>draw <00:14:09.434>io. <00:14:09.435>So <00:14:09.436>I <00:14:09.437>don't <00:14:09.439>get

00:14:09.440 --> 00:14:12.150 align:start position:0%
<00:14:09.440>example <00:14:09.527>for <00:14:09.615>the <00:14:09.702>draw <00:14:09.790>io. <00:14:09.877>So <00:14:09.965>I <00:14:10.052>don't <00:14:10.140>get <00:14:10.227>the <00:14:10.315>aski <00:14:10.402>diagrams <00:14:10.490>in <00:14:10.577>the <00:14:10.665>rhymi <00:14:10.752>files <00:14:10.840>but

00:14:12.150 --> 00:14:12.160 align:start position:0%
<00:14:12.150>the <00:14:12.151>aski <00:14:12.152>diagrams <00:14:12.153>in <00:14:12.155>the <00:14:12.156>rhymi <00:14:12.157>files <00:14:12.159>but

00:14:12.160 --> 00:14:14.310 align:start position:0%
<00:14:12.160>the <00:14:12.260>aski <00:14:12.360>diagrams <00:14:12.459>in <00:14:12.560>the <00:14:12.660>rhymi <00:14:12.760>files <00:14:12.860>but <00:14:12.959>I'm <00:14:13.060>getting <00:14:13.160>really <00:14:13.260>nice <00:14:13.360>diagrams <00:14:13.459>for <00:14:13.560>my

00:14:14.310 --> 00:14:14.320 align:start position:0%
<00:14:14.310>I'm <00:14:14.311>getting <00:14:14.313>really <00:14:14.314>nice <00:14:14.316>diagrams <00:14:14.317>for <00:14:14.319>my

00:14:14.320 --> 00:14:15.990 align:start position:0%
<00:14:14.320>I'm <00:14:14.420>getting <00:14:14.520>really <00:14:14.620>nice <00:14:14.720>diagrams <00:14:14.820>for <00:14:14.920>my <00:14:15.020>system <00:14:15.120>and <00:14:15.220>you <00:14:15.320>can <00:14:15.420>do <00:14:15.520>it <00:14:15.620>even <00:14:15.720>with

00:14:15.990 --> 00:14:16.000 align:start position:0%
<00:14:15.990>system <00:14:15.991>and <00:14:15.992>you <00:14:15.993>can <00:14:15.995>do <00:14:15.996>it <00:14:15.997>even <00:14:15.999>with

00:14:16.000 --> 00:14:18.069 align:start position:0%
<00:14:16.000>system <00:14:16.107>and <00:14:16.215>you <00:14:16.323>can <00:14:16.430>do <00:14:16.538>it <00:14:16.646>even <00:14:16.753>with <00:14:16.861>enterprise <00:14:16.969>architect <00:14:17.076>sparks <00:14:17.184>but <00:14:17.292>it's <00:14:17.400>a

00:14:18.069 --> 00:14:18.079 align:start position:0%
<00:14:18.069>enterprise <00:14:18.070>architect <00:14:18.072>sparks <00:14:18.074>but <00:14:18.076>it's <00:14:18.078>a

00:14:18.079 --> 00:14:20.389 align:start position:0%
<00:14:18.079>enterprise <00:14:18.234>architect <00:14:18.390>sparks <00:14:18.545>but <00:14:18.701>it's <00:14:18.856>a <00:14:19.012>little <00:14:19.167>bit <00:14:19.323>more <00:14:19.478>complicated.

00:14:20.389 --> 00:14:20.399 align:start position:0%
<00:14:20.389>little <00:14:20.392>bit <00:14:20.395>more <00:14:20.398>complicated.

00:14:20.399 --> 00:14:23.750 align:start position:0%
<00:14:20.399>little <00:14:20.506>bit <00:14:20.614>more <00:14:20.722>complicated. <00:14:20.829>So <00:14:20.937>if <00:14:21.045>I <00:14:21.152>put <00:14:21.260>here <00:14:21.368>create <00:14:21.475>me <00:14:21.583>UML <00:14:21.691>let's <00:14:21.799>say

00:14:23.750 --> 00:14:23.760 align:start position:0%
<00:14:23.750>So <00:14:23.751>if <00:14:23.752>I <00:14:23.753>put <00:14:23.754>here <00:14:23.755>create <00:14:23.756>me <00:14:23.757>UML <00:14:23.758>let's <00:14:23.759>say

00:14:23.760 --> 00:14:27.430 align:start position:0%
<00:14:23.760>So <00:14:23.847>if <00:14:23.935>I <00:14:24.022>put <00:14:24.110>here <00:14:24.197>create <00:14:24.285>me <00:14:24.372>UML <00:14:24.460>let's <00:14:24.547>say <00:14:24.635>sequence <00:14:24.722>diagram <00:14:24.810>for <00:14:24.897>this <00:14:24.985>project <00:14:25.072>the <00:14:25.160>AI

00:14:27.430 --> 00:14:27.440 align:start position:0%
<00:14:27.430>sequence <00:14:27.431>diagram <00:14:27.433>for <00:14:27.434>this <00:14:27.436>project <00:14:27.437>the <00:14:27.439>AI

00:14:27.440 --> 00:14:30.150 align:start position:0%
<00:14:27.440>sequence <00:14:27.547>diagram <00:14:27.655>for <00:14:27.763>this <00:14:27.870>project <00:14:27.978>the <00:14:28.086>AI <00:14:28.193>will <00:14:28.301>search <00:14:28.409>the <00:14:28.516>skills <00:14:28.624>will <00:14:28.732>find <00:14:28.840>out

00:14:30.150 --> 00:14:30.160 align:start position:0%
<00:14:30.150>will <00:14:30.151>search <00:14:30.153>the <00:14:30.154>skills <00:14:30.156>will <00:14:30.157>find <00:14:30.159>out

00:14:30.160 --> 00:14:32.150 align:start position:0%
<00:14:30.160>will <00:14:30.253>search <00:14:30.346>the <00:14:30.439>skills <00:14:30.533>will <00:14:30.626>find <00:14:30.719>out <00:14:30.813>that <00:14:30.906>I <00:14:31.000>want <00:14:31.093>on <00:14:31.186>the <00:14:31.280>rules <00:14:31.373>the <00:14:31.466>diagrams <00:14:31.560>to

00:14:32.150 --> 00:14:32.160 align:start position:0%
<00:14:32.150>that <00:14:32.151>I <00:14:32.152>want <00:14:32.153>on <00:14:32.154>the <00:14:32.155>rules <00:14:32.156>the <00:14:32.157>diagrams <00:14:32.159>to

00:14:32.160 --> 00:14:34.470 align:start position:0%
<00:14:32.160>that <00:14:32.247>I <00:14:32.334>want <00:14:32.422>on <00:14:32.510>the <00:14:32.597>rules <00:14:32.685>the <00:14:32.772>diagrams <00:14:32.860>to <00:14:32.947>be <00:14:33.035>created <00:14:33.122>with <00:14:33.209>draw.io <00:14:33.297>So <00:14:33.385>it <00:14:33.472>can <00:14:33.560>also

00:14:34.470 --> 00:14:34.480 align:start position:0%
<00:14:34.470>be <00:14:34.471>created <00:14:34.472>with <00:14:34.473>draw.io <00:14:34.475>So <00:14:34.476>it <00:14:34.477>can <00:14:34.479>also

00:14:34.480 --> 00:14:36.389 align:start position:0%
<00:14:34.480>be <00:14:34.573>created <00:14:34.666>with <00:14:34.760>draw.io <00:14:34.853>So <00:14:34.946>it <00:14:35.040>can <00:14:35.133>also <00:14:35.226>find <00:14:35.320>in <00:14:35.413>the <00:14:35.506>rules <00:14:35.600>that <00:14:35.693>every <00:14:35.786>time <00:14:35.880>it's

00:14:36.389 --> 00:14:36.399 align:start position:0%
<00:14:36.389>find <00:14:36.390>in <00:14:36.391>the <00:14:36.392>rules <00:14:36.394>that <00:14:36.395>every <00:14:36.396>time <00:14:36.398>it's

00:14:36.399 --> 00:14:39.189 align:start position:0%
<00:14:36.399>find <00:14:36.506>in <00:14:36.614>the <00:14:36.722>rules <00:14:36.829>that <00:14:36.937>every <00:14:37.045>time <00:14:37.152>it's <00:14:37.260>changing <00:14:37.368>the <00:14:37.475>APIs, <00:14:37.583>adding <00:14:37.691>new <00:14:37.799>services,

00:14:39.189 --> 00:14:39.199 align:start position:0%
<00:14:39.189>changing <00:14:39.190>the <00:14:39.192>APIs, <00:14:39.194>adding <00:14:39.196>new <00:14:39.198>services,

00:14:39.199 --> 00:14:40.629 align:start position:0%
<00:14:39.199>changing <00:14:39.342>the <00:14:39.485>APIs, <00:14:39.627>adding <00:14:39.771>new <00:14:39.914>services, <00:14:40.057>it <00:14:40.200>should <00:14:40.343>always <00:14:40.486>automatically

00:14:40.629 --> 00:14:40.639 align:start position:0%
<00:14:40.629>it <00:14:40.632>should <00:14:40.635>always <00:14:40.638>automatically

00:14:40.639 --> 00:14:43.430 align:start position:0%
<00:14:40.639>it <00:14:40.794>should <00:14:40.950>always <00:14:41.105>automatically <00:14:41.261>regenerate <00:14:41.416>those <00:14:41.572>diagrams <00:14:41.727>and <00:14:41.883>it <00:14:42.039>will

00:14:43.430 --> 00:14:43.440 align:start position:0%
<00:14:43.430>regenerate <00:14:43.431>those <00:14:43.433>diagrams <00:14:43.435>and <00:14:43.437>it <00:14:43.439>will

00:14:43.440 --> 00:14:46.710 align:start position:0%
<00:14:43.440>regenerate <00:14:43.547>those <00:14:43.655>diagrams <00:14:43.763>and <00:14:43.870>it <00:14:43.978>will <00:14:44.086>create <00:14:44.193>them <00:14:44.301>as <00:14:44.409>a <00:14:44.516>nice <00:14:44.624>looking <00:14:44.732>diagram <00:14:44.840>uh

00:14:46.710 --> 00:14:46.720 align:start position:0%
<00:14:46.710>create <00:14:46.711>them <00:14:46.712>as <00:14:46.713>a <00:14:46.715>nice <00:14:46.716>looking <00:14:46.717>diagram <00:14:46.719>uh

00:14:46.720 --> 00:14:52.150 align:start position:0%
<00:14:46.720>create <00:14:46.813>them <00:14:46.906>as <00:14:47.000>a <00:14:47.093>nice <00:14:47.186>looking <00:14:47.280>diagram <00:14:47.373>uh <00:14:47.466>in <00:14:47.560>the <00:14:47.653>repository <00:14:47.746>using <00:14:47.840>the <00:14:47.933>draw <00:14:48.026>io. <00:14:48.120>So

00:14:52.150 --> 00:14:52.160 align:start position:0%
<00:14:52.150>in <00:14:52.151>the <00:14:52.152>repository <00:14:52.153>using <00:14:52.155>the <00:14:52.156>draw <00:14:52.157>io. <00:14:52.159>So

00:14:52.160 --> 00:14:55.990 align:start position:0%
<00:14:52.160>in <00:14:52.260>the <00:14:52.360>repository <00:14:52.459>using <00:14:52.560>the <00:14:52.660>draw <00:14:52.760>io. <00:14:52.860>So <00:14:52.959>you <00:14:53.060>see <00:14:53.160>it <00:14:53.260>is <00:14:53.360>creating <00:14:53.459>me <00:14:53.560>quite

00:14:55.990 --> 00:14:56.000 align:start position:0%
<00:14:55.990>you <00:14:55.991>see <00:14:55.993>it <00:14:55.994>is <00:14:55.996>creating <00:14:55.997>me <00:14:55.999>quite

00:14:56.000 --> 00:14:58.310 align:start position:0%
<00:14:56.000>you <00:14:56.175>see <00:14:56.350>it <00:14:56.525>is <00:14:56.700>creating <00:14:56.875>me <00:14:57.050>quite <00:14:57.225>really <00:14:57.400>nice

00:14:58.310 --> 00:14:58.320 align:start position:0%
<00:14:58.310>really <00:14:58.319>nice

00:14:58.320 --> 00:15:01.269 align:start position:0%
<00:14:58.320>really <00:14:58.495>nice <00:14:58.670>thing <00:14:58.845>here <00:14:59.020>which <00:14:59.195>is <00:14:59.370>not <00:14:59.545>like <00:14:59.720>a

00:15:01.269 --> 00:15:01.279 align:start position:0%
<00:15:01.269>thing <00:15:01.270>here <00:15:01.272>which <00:15:01.273>is <00:15:01.275>not <00:15:01.276>like <00:15:01.278>a

00:15:01.279 --> 00:15:03.189 align:start position:0%
<00:15:01.279>thing <00:15:01.406>here <00:15:01.533>which <00:15:01.660>is <00:15:01.788>not <00:15:01.915>like <00:15:02.042>a <00:15:02.169>simplified <00:15:02.297>diagram <00:15:02.424>you <00:15:02.551>would <00:15:02.679>get

00:15:03.189 --> 00:15:03.199 align:start position:0%
<00:15:03.189>simplified <00:15:03.191>diagram <00:15:03.193>you <00:15:03.195>would <00:15:03.198>get

00:15:03.199 --> 00:15:05.590 align:start position:0%
<00:15:03.199>simplified <00:15:03.339>diagram <00:15:03.478>you <00:15:03.618>would <00:15:03.758>get <00:15:03.899>normally <00:15:04.039>with <00:15:04.179>the <00:15:04.319>standard <00:15:04.459>behavior <00:15:04.598>of

00:15:05.590 --> 00:15:05.600 align:start position:0%
<00:15:05.590>normally <00:15:05.591>with <00:15:05.593>the <00:15:05.595>standard <00:15:05.597>behavior <00:15:05.599>of

00:15:05.600 --> 00:15:07.910 align:start position:0%
<00:15:05.600>normally <00:15:05.707>with <00:15:05.815>the <00:15:05.923>standard <00:15:06.030>behavior <00:15:06.138>of <00:15:06.246>the <00:15:06.353>AI. <00:15:06.461>So <00:15:06.569>if <00:15:06.676>you <00:15:06.784>plug <00:15:06.892>here <00:15:07.000>the

00:15:07.910 --> 00:15:07.920 align:start position:0%
<00:15:07.910>the <00:15:07.911>AI. <00:15:07.912>So <00:15:07.913>if <00:15:07.915>you <00:15:07.916>plug <00:15:07.917>here <00:15:07.919>the

00:15:07.920 --> 00:15:10.310 align:start position:0%
<00:15:07.920>the <00:15:08.036>AI. <00:15:08.153>So <00:15:08.270>if <00:15:08.386>you <00:15:08.503>plug <00:15:08.620>here <00:15:08.736>the <00:15:08.853>enterprise <00:15:08.969>architect <00:15:09.086>and <00:15:09.203>you <00:15:09.319>properly

00:15:10.310 --> 00:15:10.320 align:start position:0%
<00:15:10.310>enterprise <00:15:10.312>architect <00:15:10.314>and <00:15:10.316>you <00:15:10.319>properly

00:15:10.320 --> 00:15:12.790 align:start position:0%
<00:15:10.320>enterprise <00:15:10.436>architect <00:15:10.553>and <00:15:10.670>you <00:15:10.786>properly <00:15:10.903>guide <00:15:11.020>it <00:15:11.136>not <00:15:11.253>to <00:15:11.370>make <00:15:11.486>too <00:15:11.603>many <00:15:11.720>mistakes

00:15:12.790 --> 00:15:12.800 align:start position:0%
<00:15:12.790>guide <00:15:12.791>it <00:15:12.792>not <00:15:12.793>to <00:15:12.795>make <00:15:12.796>too <00:15:12.797>many <00:15:12.799>mistakes

00:15:12.800 --> 00:15:15.350 align:start position:0%
<00:15:12.800>guide <00:15:12.893>it <00:15:12.986>not <00:15:13.079>to <00:15:13.173>make <00:15:13.266>too <00:15:13.359>many <00:15:13.453>mistakes <00:15:13.546>uh <00:15:13.640>not <00:15:13.733>to <00:15:13.826>make <00:15:13.920>too <00:15:14.013>many <00:15:14.106>guessing <00:15:14.199>then

00:15:15.350 --> 00:15:15.360 align:start position:0%
<00:15:15.350>uh <00:15:15.351>not <00:15:15.352>to <00:15:15.353>make <00:15:15.355>too <00:15:15.356>many <00:15:15.357>guessing <00:15:15.359>then

00:15:15.360 --> 00:15:17.670 align:start position:0%
<00:15:15.360>uh <00:15:15.460>not <00:15:15.560>to <00:15:15.660>make <00:15:15.760>too <00:15:15.860>many <00:15:15.960>guessing <00:15:16.060>then <00:15:16.160>probably <00:15:16.260>you <00:15:16.360>could <00:15:16.460>keep <00:15:16.560>your <00:15:16.660>uh <00:15:16.760>diagrams

00:15:17.670 --> 00:15:17.680 align:start position:0%
<00:15:17.670>probably <00:15:17.671>you <00:15:17.673>could <00:15:17.674>keep <00:15:17.675>your <00:15:17.677>uh <00:15:17.679>diagrams

00:15:17.680 --> 00:15:20.949 align:start position:0%
<00:15:17.680>probably <00:15:17.796>you <00:15:17.913>could <00:15:18.030>keep <00:15:18.146>your <00:15:18.263>uh <00:15:18.380>diagrams <00:15:18.496>continuously <00:15:18.613>in <00:15:18.729>sync <00:15:18.846>with <00:15:18.963>your <00:15:19.079>project.

00:15:20.949 --> 00:15:20.959 align:start position:0%
<00:15:20.949>continuously <00:15:20.950>in <00:15:20.952>sync <00:15:20.954>with <00:15:20.956>your <00:15:20.958>project.

00:15:20.959 --> 00:15:24.230 align:start position:0%
<00:15:20.959>continuously <00:15:21.066>in <00:15:21.174>sync <00:15:21.282>with <00:15:21.389>your <00:15:21.497>project. <00:15:21.605>All <00:15:21.712>right. <00:15:21.820>So <00:15:21.928>let's <00:15:22.035>go <00:15:22.143>to <00:15:22.251>the <00:15:22.358>petskit

00:15:24.230 --> 00:15:24.240 align:start position:0%
<00:15:24.230>All <00:15:24.231>right. <00:15:24.232>So <00:15:24.233>let's <00:15:24.235>go <00:15:24.236>to <00:15:24.237>the <00:15:24.239>petskit

00:15:24.240 --> 00:15:26.710 align:start position:0%
<00:15:24.240>All <00:15:24.333>right. <00:15:24.426>So <00:15:24.520>let's <00:15:24.613>go <00:15:24.706>to <00:15:24.800>the <00:15:24.893>petskit <00:15:24.986>again. <00:15:25.080>And <00:15:25.173>we <00:15:25.266>see <00:15:25.360>that <00:15:25.453>there <00:15:25.546>is <00:15:25.640>a

00:15:26.710 --> 00:15:26.720 align:start position:0%
<00:15:26.710>again. <00:15:26.711>And <00:15:26.712>we <00:15:26.713>see <00:15:26.715>that <00:15:26.716>there <00:15:26.717>is <00:15:26.719>a

00:15:26.720 --> 00:15:28.790 align:start position:0%
<00:15:26.720>again. <00:15:26.836>And <00:15:26.953>we <00:15:27.070>see <00:15:27.186>that <00:15:27.303>there <00:15:27.420>is <00:15:27.536>a <00:15:27.653>specification <00:15:27.770>for <00:15:27.886>our <00:15:28.003>user <00:15:28.120>login

00:15:28.790 --> 00:15:28.800 align:start position:0%
<00:15:28.790>specification <00:15:28.792>for <00:15:28.794>our <00:15:28.796>user <00:15:28.799>login

00:15:28.800 --> 00:15:31.590 align:start position:0%
<00:15:28.800>specification <00:15:28.907>for <00:15:29.015>our <00:15:29.123>user <00:15:29.230>login <00:15:29.338>feature. <00:15:29.446>So <00:15:29.553>it <00:15:29.661>gave <00:15:29.769>it <00:15:29.876>a <00:15:29.984>number. <00:15:30.092>It <00:15:30.199>gave

00:15:31.590 --> 00:15:31.600 align:start position:0%
<00:15:31.590>feature. <00:15:31.591>So <00:15:31.592>it <00:15:31.593>gave <00:15:31.594>it <00:15:31.595>a <00:15:31.596>number. <00:15:31.597>It <00:15:31.599>gave

00:15:31.600 --> 00:15:33.670 align:start position:0%
<00:15:31.600>feature. <00:15:31.693>So <00:15:31.786>it <00:15:31.880>gave <00:15:31.973>it <00:15:32.066>a <00:15:32.160>number. <00:15:32.253>It <00:15:32.346>gave <00:15:32.440>it <00:15:32.533>a <00:15:32.626>date. <00:15:32.720>It's <00:15:32.813>giving <00:15:32.906>a <00:15:33.000>different

00:15:33.670 --> 00:15:33.680 align:start position:0%
<00:15:33.670>it <00:15:33.671>a <00:15:33.673>date. <00:15:33.674>It's <00:15:33.675>giving <00:15:33.677>a <00:15:33.679>different

00:15:33.680 --> 00:15:35.590 align:start position:0%
<00:15:33.680>it <00:15:33.787>a <00:15:33.895>date. <00:15:34.003>It's <00:15:34.110>giving <00:15:34.218>a <00:15:34.326>different <00:15:34.433>requirements <00:15:34.541>that <00:15:34.649>needs <00:15:34.756>to <00:15:34.864>be <00:15:34.972>filled <00:15:35.079>and

00:15:35.590 --> 00:15:35.600 align:start position:0%
<00:15:35.590>requirements <00:15:35.591>that <00:15:35.593>needs <00:15:35.594>to <00:15:35.596>be <00:15:35.597>filled <00:15:35.599>and

00:15:35.600 --> 00:15:37.829 align:start position:0%
<00:15:35.600>requirements <00:15:35.700>that <00:15:35.800>needs <00:15:35.900>to <00:15:36.000>be <00:15:36.100>filled <00:15:36.200>and <00:15:36.300>you <00:15:36.400>can <00:15:36.500>continue <00:15:36.600>talking <00:15:36.700>with <00:15:36.800>AI <00:15:36.900>in <00:15:37.000>such

00:15:37.829 --> 00:15:37.839 align:start position:0%
<00:15:37.829>you <00:15:37.830>can <00:15:37.831>continue <00:15:37.832>talking <00:15:37.834>with <00:15:37.835>AI <00:15:37.836>in <00:15:37.838>such

00:15:37.839 --> 00:15:40.230 align:start position:0%
<00:15:37.839>you <00:15:37.966>can <00:15:38.093>continue <00:15:38.220>talking <00:15:38.348>with <00:15:38.475>AI <00:15:38.602>in <00:15:38.729>such <00:15:38.857>a <00:15:38.984>expanded <00:15:39.111>specification <00:15:39.238>approach

00:15:40.230 --> 00:15:40.240 align:start position:0%
<00:15:40.230>a <00:15:40.233>expanded <00:15:40.236>specification <00:15:40.239>approach

00:15:40.240 --> 00:15:42.230 align:start position:0%
<00:15:40.240>a <00:15:40.380>expanded <00:15:40.520>specification <00:15:40.660>approach <00:15:40.800>through <00:15:40.940>the <00:15:41.080>chat <00:15:41.220>and <00:15:41.360>building <00:15:41.500>that <00:15:41.640>more

00:15:42.230 --> 00:15:42.240 align:start position:0%
<00:15:42.230>through <00:15:42.231>the <00:15:42.233>chat <00:15:42.234>and <00:15:42.236>building <00:15:42.237>that <00:15:42.239>more

00:15:42.240 --> 00:15:44.310 align:start position:0%
<00:15:42.240>through <00:15:42.340>the <00:15:42.440>chat <00:15:42.540>and <00:15:42.640>building <00:15:42.740>that <00:15:42.840>more <00:15:42.940>and <00:15:43.040>more <00:15:43.140>advanced. <00:15:43.240>But <00:15:43.340>from <00:15:43.440>my <00:15:43.540>point <00:15:43.640>of

00:15:44.310 --> 00:15:44.320 align:start position:0%
<00:15:44.310>and <00:15:44.311>more <00:15:44.312>advanced. <00:15:44.313>But <00:15:44.315>from <00:15:44.316>my <00:15:44.317>point <00:15:44.319>of

00:15:44.320 --> 00:15:46.629 align:start position:0%
<00:15:44.320>and <00:15:44.407>more <00:15:44.495>advanced. <00:15:44.582>But <00:15:44.670>from <00:15:44.757>my <00:15:44.845>point <00:15:44.932>of <00:15:45.020>view, <00:15:45.107>it's <00:15:45.195>much <00:15:45.282>more <00:15:45.370>for <00:15:45.457>kind <00:15:45.545>of <00:15:45.632>a <00:15:45.720>a

00:15:46.629 --> 00:15:46.639 align:start position:0%
<00:15:46.629>view, <00:15:46.630>it's <00:15:46.631>much <00:15:46.632>more <00:15:46.633>for <00:15:46.634>kind <00:15:46.635>of <00:15:46.636>a <00:15:46.638>a

00:15:46.639 --> 00:15:49.829 align:start position:0%
<00:15:46.639>view, <00:15:46.746>it's <00:15:46.854>much <00:15:46.962>more <00:15:47.069>for <00:15:47.177>kind <00:15:47.285>of <00:15:47.392>a <00:15:47.500>a <00:15:47.608>rather <00:15:47.715>waterfall <00:15:47.823>as <00:15:47.931>waterfallish, <00:15:48.039>let's

00:15:49.829 --> 00:15:49.839 align:start position:0%
<00:15:49.829>rather <00:15:49.831>waterfall <00:15:49.833>as <00:15:49.835>waterfallish, <00:15:49.838>let's

00:15:49.839 --> 00:15:51.350 align:start position:0%
<00:15:49.839>rather <00:15:49.974>waterfall <00:15:50.110>as <00:15:50.246>waterfallish, <00:15:50.382>let's <00:15:50.518>say, <00:15:50.654>projects <00:15:50.790>where <00:15:50.926>they <00:15:51.062>really <00:15:51.198>require

00:15:51.350 --> 00:15:51.360 align:start position:0%
<00:15:51.350>say, <00:15:51.351>projects <00:15:51.353>where <00:15:51.355>they <00:15:51.357>really <00:15:51.359>require

00:15:51.360 --> 00:15:53.910 align:start position:0%
<00:15:51.360>say, <00:15:51.476>projects <00:15:51.593>where <00:15:51.710>they <00:15:51.826>really <00:15:51.943>require <00:15:52.060>the <00:15:52.176>specification <00:15:52.293>to <00:15:52.410>be <00:15:52.526>very <00:15:52.643>strict <00:15:52.760>and

00:15:53.910 --> 00:15:53.920 align:start position:0%
<00:15:53.910>the <00:15:53.911>specification <00:15:53.913>to <00:15:53.914>be <00:15:53.915>very <00:15:53.917>strict <00:15:53.919>and

00:15:53.920 --> 00:15:56.949 align:start position:0%
<00:15:53.920>the <00:15:54.027>specification <00:15:54.135>to <00:15:54.243>be <00:15:54.350>very <00:15:54.458>strict <00:15:54.566>and <00:15:54.673>detailed. <00:15:54.781>All <00:15:54.889>right. <00:15:54.996>So, <00:15:55.104>we <00:15:55.212>saw <00:15:55.319>very

00:15:56.949 --> 00:15:56.959 align:start position:0%
<00:15:56.949>detailed. <00:15:56.950>All <00:15:56.952>right. <00:15:56.953>So, <00:15:56.955>we <00:15:56.956>saw <00:15:56.958>very

00:15:56.959 --> 00:15:59.829 align:start position:0%
<00:15:56.959>detailed. <00:15:57.059>All <00:15:57.159>right. <00:15:57.259>So, <00:15:57.359>we <00:15:57.459>saw <00:15:57.559>very <00:15:57.659>quickly <00:15:57.759>how <00:15:57.859>the <00:15:57.959>the <00:15:58.059>the <00:15:58.159>simple <00:15:58.259>uh <00:15:58.359>skills

00:15:59.829 --> 00:15:59.839 align:start position:0%
<00:15:59.829>quickly <00:15:59.830>how <00:15:59.831>the <00:15:59.832>the <00:15:59.834>the <00:15:59.835>simple <00:15:59.836>uh <00:15:59.838>skills

00:15:59.839 --> 00:16:03.829 align:start position:0%
<00:15:59.839>quickly <00:15:59.932>how <00:16:00.025>the <00:16:00.118>the <00:16:00.212>the <00:16:00.305>simple <00:16:00.398>uh <00:16:00.492>skills <00:16:00.585>and <00:16:00.679>rules <00:16:00.772>uh <00:16:00.865>can <00:16:00.959>help. <00:16:01.052>But <00:16:01.145>what <00:16:01.238>about

00:16:03.829 --> 00:16:03.839 align:start position:0%
<00:16:03.829>and <00:16:03.830>rules <00:16:03.831>uh <00:16:03.832>can <00:16:03.834>help. <00:16:03.835>But <00:16:03.836>what <00:16:03.838>about

00:16:03.839 --> 00:16:06.790 align:start position:0%
<00:16:03.839>and <00:16:03.939>rules <00:16:04.039>uh <00:16:04.139>can <00:16:04.239>help. <00:16:04.339>But <00:16:04.439>what <00:16:04.539>about <00:16:04.639>the <00:16:04.739>tools <00:16:04.839>and <00:16:04.939>frameworks <00:16:05.039>that <00:16:05.139>your <00:16:05.239>AI

00:16:06.790 --> 00:16:06.800 align:start position:0%
<00:16:06.790>the <00:16:06.791>tools <00:16:06.793>and <00:16:06.794>frameworks <00:16:06.795>that <00:16:06.797>your <00:16:06.799>AI

00:16:06.800 --> 00:16:09.189 align:start position:0%
<00:16:06.800>the <00:16:06.907>tools <00:16:07.015>and <00:16:07.123>frameworks <00:16:07.230>that <00:16:07.338>your <00:16:07.446>AI <00:16:07.553>should <00:16:07.661>use? <00:16:07.769>So, <00:16:07.876>that <00:16:07.984>is <00:16:08.092>also <00:16:08.199>changing

00:16:09.189 --> 00:16:09.199 align:start position:0%
<00:16:09.189>should <00:16:09.190>use? <00:16:09.192>So, <00:16:09.193>that <00:16:09.194>is <00:16:09.196>also <00:16:09.198>changing

00:16:09.199 --> 00:16:10.870 align:start position:0%
<00:16:09.199>should <00:16:09.326>use? <00:16:09.453>So, <00:16:09.580>that <00:16:09.708>is <00:16:09.835>also <00:16:09.962>changing <00:16:10.089>significantly <00:16:10.217>to <00:16:10.344>do <00:16:10.471>the <00:16:10.598>right

00:16:10.870 --> 00:16:10.880 align:start position:0%
<00:16:10.870>significantly <00:16:10.872>to <00:16:10.874>do <00:16:10.876>the <00:16:10.879>right

00:16:10.880 --> 00:16:13.030 align:start position:0%
<00:16:10.880>significantly <00:16:11.035>to <00:16:11.191>do <00:16:11.346>the <00:16:11.502>right <00:16:11.657>distributed <00:16:11.813>system. <00:16:11.968>So <00:16:12.124>before <00:16:12.280>AI

00:16:13.030 --> 00:16:13.040 align:start position:0%
<00:16:13.030>distributed <00:16:13.032>system. <00:16:13.034>So <00:16:13.036>before <00:16:13.039>AI

00:16:13.040 --> 00:16:14.629 align:start position:0%
<00:16:13.040>distributed <00:16:13.180>system. <00:16:13.319>So <00:16:13.459>before <00:16:13.599>AI <00:16:13.740>revolution <00:16:13.880>it <00:16:14.020>was <00:16:14.160>simple. <00:16:14.300>You <00:16:14.439>were

00:16:14.629 --> 00:16:14.639 align:start position:0%
<00:16:14.629>revolution <00:16:14.630>it <00:16:14.632>was <00:16:14.634>simple. <00:16:14.636>You <00:16:14.638>were

00:16:14.639 --> 00:16:15.910 align:start position:0%
<00:16:14.639>revolution <00:16:14.742>it <00:16:14.846>was <00:16:14.950>simple. <00:16:15.054>You <00:16:15.158>were <00:16:15.262>looking <00:16:15.366>for <00:16:15.470>something <00:16:15.574>that <00:16:15.678>has <00:16:15.782>nice

00:16:15.910 --> 00:16:15.920 align:start position:0%
<00:16:15.910>looking <00:16:15.911>for <00:16:15.913>something <00:16:15.915>that <00:16:15.917>has <00:16:15.919>nice

00:16:15.920 --> 00:16:17.269 align:start position:0%
<00:16:15.920>looking <00:16:16.054>for <00:16:16.189>something <00:16:16.324>that <00:16:16.459>has <00:16:16.594>nice <00:16:16.729>developer <00:16:16.864>experience <00:16:16.999>that <00:16:17.134>has

00:16:17.269 --> 00:16:17.279 align:start position:0%
<00:16:17.269>developer <00:16:17.272>experience <00:16:17.275>that <00:16:17.278>has

00:16:17.279 --> 00:16:18.629 align:start position:0%
<00:16:17.279>developer <00:16:17.481>experience <00:16:17.684>that <00:16:17.886>has <00:16:18.089>performance <00:16:18.291>scalability, <00:16:18.494>trust,

00:16:18.629 --> 00:16:18.639 align:start position:0%
<00:16:18.629>performance <00:16:18.633>scalability, <00:16:18.638>trust,

00:16:18.639 --> 00:16:20.710 align:start position:0%
<00:16:18.639>performance <00:16:18.814>scalability, <00:16:18.989>trust, <00:16:19.164>maintainability. <00:16:19.339>You <00:16:19.514>can <00:16:19.689>find <00:16:19.864>the <00:16:20.039>people

00:16:20.710 --> 00:16:20.720 align:start position:0%
<00:16:20.710>maintainability. <00:16:20.711>You <00:16:20.713>can <00:16:20.715>find <00:16:20.717>the <00:16:20.719>people

00:16:20.720 --> 00:16:22.949 align:start position:0%
<00:16:20.720>maintainability. <00:16:20.827>You <00:16:20.935>can <00:16:21.043>find <00:16:21.150>the <00:16:21.258>people <00:16:21.366>who <00:16:21.473>know <00:16:21.581>how <00:16:21.689>to <00:16:21.796>use <00:16:21.904>it. <00:16:22.012>And <00:16:22.120>immediately

00:16:22.949 --> 00:16:22.959 align:start position:0%
<00:16:22.949>who <00:16:22.950>know <00:16:22.951>how <00:16:22.952>to <00:16:22.954>use <00:16:22.955>it. <00:16:22.956>And <00:16:22.958>immediately

00:16:22.959 --> 00:16:25.670 align:start position:0%
<00:16:22.959>who <00:16:23.059>know <00:16:23.159>how <00:16:23.258>to <00:16:23.358>use <00:16:23.459>it. <00:16:23.559>And <00:16:23.659>immediately <00:16:23.758>we <00:16:23.858>already <00:16:23.959>see <00:16:24.059>that <00:16:24.159>it <00:16:24.258>changes. <00:16:24.358>Why?

00:16:25.670 --> 00:16:25.680 align:start position:0%
<00:16:25.670>we <00:16:25.671>already <00:16:25.673>see <00:16:25.674>that <00:16:25.675>it <00:16:25.677>changes. <00:16:25.679>Why?

00:16:25.680 --> 00:16:27.509 align:start position:0%
<00:16:25.680>we <00:16:25.807>already <00:16:25.934>see <00:16:26.061>that <00:16:26.189>it <00:16:26.316>changes. <00:16:26.443>Why? <00:16:26.570>Because <00:16:26.698>for <00:16:26.825>example <00:16:26.952>talent <00:16:27.079>availability

00:16:27.509 --> 00:16:27.519 align:start position:0%
<00:16:27.509>Because <00:16:27.511>for <00:16:27.513>example <00:16:27.515>talent <00:16:27.518>availability

00:16:27.519 --> 00:16:29.430 align:start position:0%
<00:16:27.519>Because <00:16:27.646>for <00:16:27.773>example <00:16:27.900>talent <00:16:28.028>availability <00:16:28.155>is <00:16:28.282>not <00:16:28.409>that <00:16:28.537>important <00:16:28.664>anymore <00:16:28.791>because <00:16:28.919>it

00:16:29.430 --> 00:16:29.440 align:start position:0%
<00:16:29.430>is <00:16:29.431>not <00:16:29.433>that <00:16:29.434>important <00:16:29.436>anymore <00:16:29.437>because <00:16:29.439>it

00:16:29.440 --> 00:16:31.269 align:start position:0%
<00:16:29.440>is <00:16:29.533>not <00:16:29.626>that <00:16:29.720>important <00:16:29.813>anymore <00:16:29.906>because <00:16:30.000>it <00:16:30.093>will <00:16:30.186>be <00:16:30.280>not <00:16:30.373>you <00:16:30.466>and <00:16:30.560>not <00:16:30.653>your <00:16:30.746>team <00:16:30.840>who

00:16:31.269 --> 00:16:31.279 align:start position:0%
<00:16:31.269>will <00:16:31.270>be <00:16:31.271>not <00:16:31.272>you <00:16:31.273>and <00:16:31.274>not <00:16:31.275>your <00:16:31.276>team <00:16:31.278>who

00:16:31.279 --> 00:16:33.590 align:start position:0%
<00:16:31.279>will <00:16:31.361>be <00:16:31.443>not <00:16:31.526>you <00:16:31.608>and <00:16:31.690>not <00:16:31.773>your <00:16:31.855>team <00:16:31.937>who <00:16:32.020>will <00:16:32.102>use <00:16:32.184>the <00:16:32.267>tool. <00:16:32.349>It <00:16:32.431>will <00:16:32.514>be <00:16:32.596>AI <00:16:32.679>who

00:16:33.590 --> 00:16:33.600 align:start position:0%
<00:16:33.590>will <00:16:33.591>use <00:16:33.592>the <00:16:33.593>tool. <00:16:33.594>It <00:16:33.595>will <00:16:33.596>be <00:16:33.597>AI <00:16:33.599>who

00:16:33.600 --> 00:16:35.350 align:start position:0%
<00:16:33.600>will <00:16:33.693>use <00:16:33.786>the <00:16:33.880>tool. <00:16:33.973>It <00:16:34.066>will <00:16:34.160>be <00:16:34.253>AI <00:16:34.346>who <00:16:34.440>will <00:16:34.533>consume <00:16:34.626>that <00:16:34.720>tool. <00:16:34.813>So <00:16:34.906>you <00:16:35.000>should

00:16:35.350 --> 00:16:35.360 align:start position:0%
<00:16:35.350>will <00:16:35.351>consume <00:16:35.353>that <00:16:35.354>tool. <00:16:35.356>So <00:16:35.357>you <00:16:35.359>should

00:16:35.360 --> 00:16:38.550 align:start position:0%
<00:16:35.360>will <00:16:35.460>consume <00:16:35.560>that <00:16:35.660>tool. <00:16:35.760>So <00:16:35.860>you <00:16:35.960>should <00:16:36.060>rather <00:16:36.160>focus <00:16:36.260>on <00:16:36.360>the <00:16:36.460>first <00:16:36.560>place <00:16:36.660>that <00:16:36.760>the

00:16:38.550 --> 00:16:38.560 align:start position:0%
<00:16:38.550>rather <00:16:38.551>focus <00:16:38.552>on <00:16:38.553>the <00:16:38.555>first <00:16:38.556>place <00:16:38.557>that <00:16:38.559>the

00:16:38.560 --> 00:16:40.550 align:start position:0%
<00:16:38.560>rather <00:16:38.676>focus <00:16:38.793>on <00:16:38.910>the <00:16:39.026>first <00:16:39.143>place <00:16:39.260>that <00:16:39.376>the <00:16:39.493>code <00:16:39.609>generated <00:16:39.726>should <00:16:39.843>be <00:16:39.959>easily

00:16:40.550 --> 00:16:40.560 align:start position:0%
<00:16:40.550>code <00:16:40.552>generated <00:16:40.554>should <00:16:40.556>be <00:16:40.559>easily

00:16:40.560 --> 00:16:43.110 align:start position:0%
<00:16:40.560>code <00:16:40.687>generated <00:16:40.814>should <00:16:40.941>be <00:16:41.069>easily <00:16:41.196>reviewable <00:16:41.323>by <00:16:41.450>you. <00:16:41.578>Second <00:16:41.705>of <00:16:41.832>all, <00:16:41.959>you

00:16:43.110 --> 00:16:43.120 align:start position:0%
<00:16:43.110>reviewable <00:16:43.111>by <00:16:43.113>you. <00:16:43.114>Second <00:16:43.116>of <00:16:43.117>all, <00:16:43.119>you

00:16:43.120 --> 00:16:45.269 align:start position:0%
<00:16:43.120>reviewable <00:16:43.227>by <00:16:43.335>you. <00:16:43.443>Second <00:16:43.550>of <00:16:43.658>all, <00:16:43.766>you <00:16:43.873>should <00:16:43.981>check <00:16:44.089>if <00:16:44.196>the <00:16:44.304>change <00:16:44.412>locality <00:16:44.520>is

00:16:45.269 --> 00:16:45.279 align:start position:0%
<00:16:45.269>should <00:16:45.270>check <00:16:45.272>if <00:16:45.273>the <00:16:45.275>change <00:16:45.276>locality <00:16:45.278>is

00:16:45.279 --> 00:16:47.509 align:start position:0%
<00:16:45.279>should <00:16:45.372>check <00:16:45.465>if <00:16:45.559>the <00:16:45.652>change <00:16:45.745>locality <00:16:45.839>is <00:16:45.932>small. <00:16:46.025>If <00:16:46.119>you <00:16:46.212>are <00:16:46.305>giving <00:16:46.399>any <00:16:46.492>task, <00:16:46.585>it <00:16:46.679>is

00:16:47.509 --> 00:16:47.519 align:start position:0%
<00:16:47.509>small. <00:16:47.510>If <00:16:47.511>you <00:16:47.512>are <00:16:47.513>giving <00:16:47.514>any <00:16:47.515>task, <00:16:47.516>it <00:16:47.518>is

00:16:47.519 --> 00:16:49.829 align:start position:0%
<00:16:47.519>small. <00:16:47.612>If <00:16:47.705>you <00:16:47.799>are <00:16:47.892>giving <00:16:47.985>any <00:16:48.079>task, <00:16:48.172>it <00:16:48.265>is <00:16:48.359>changing <00:16:48.452>the <00:16:48.545>least <00:16:48.639>number <00:16:48.732>of <00:16:48.825>files. <00:16:48.919>It

00:16:49.829 --> 00:16:49.839 align:start position:0%
<00:16:49.829>changing <00:16:49.830>the <00:16:49.832>least <00:16:49.833>number <00:16:49.834>of <00:16:49.836>files. <00:16:49.838>It

00:16:49.839 --> 00:16:51.990 align:start position:0%
<00:16:49.839>changing <00:16:49.946>the <00:16:50.054>least <00:16:50.162>number <00:16:50.269>of <00:16:50.377>files. <00:16:50.485>It <00:16:50.592>generates <00:16:50.700>least <00:16:50.808>amount <00:16:50.915>of <00:16:51.023>code. <00:16:51.131>So <00:16:51.238>the

00:16:51.990 --> 00:16:52.000 align:start position:0%
<00:16:51.990>generates <00:16:51.991>least <00:16:51.993>amount <00:16:51.994>of <00:16:51.996>code. <00:16:51.997>So <00:16:51.999>the

00:16:52.000 --> 00:16:54.389 align:start position:0%
<00:16:52.000>generates <00:16:52.093>least <00:16:52.186>amount <00:16:52.280>of <00:16:52.373>code. <00:16:52.466>So <00:16:52.560>the <00:16:52.653>cost <00:16:52.746>of <00:16:52.840>a <00:16:52.933>tokens <00:16:53.026>is <00:16:53.120>lower <00:16:53.213>and <00:16:53.306>also <00:16:53.400>that

00:16:54.389 --> 00:16:54.399 align:start position:0%
<00:16:54.389>cost <00:16:54.390>of <00:16:54.391>a <00:16:54.392>tokens <00:16:54.393>is <00:16:54.394>lower <00:16:54.395>and <00:16:54.396>also <00:16:54.398>that

00:16:54.399 --> 00:16:56.949 align:start position:0%
<00:16:54.399>cost <00:16:54.499>of <00:16:54.599>a <00:16:54.699>tokens <00:16:54.799>is <00:16:54.899>lower <00:16:54.999>and <00:16:55.099>also <00:16:55.199>that <00:16:55.299>the <00:16:55.399>context <00:16:55.499>efficiency <00:16:55.599>is <00:16:55.699>higher <00:16:55.799>because

00:16:56.949 --> 00:16:56.959 align:start position:0%
<00:16:56.949>the <00:16:56.950>context <00:16:56.952>efficiency <00:16:56.954>is <00:16:56.956>higher <00:16:56.958>because

00:16:56.959 --> 00:16:58.790 align:start position:0%
<00:16:56.959>the <00:16:57.086>context <00:16:57.213>efficiency <00:16:57.340>is <00:16:57.468>higher <00:16:57.595>because <00:16:57.722>every <00:16:57.849>time <00:16:57.977>you're <00:16:58.104>asking <00:16:58.231>AI <00:16:58.359>for

00:16:58.790 --> 00:16:58.800 align:start position:0%
<00:16:58.790>every <00:16:58.791>time <00:16:58.793>you're <00:16:58.795>asking <00:16:58.797>AI <00:16:58.799>for

00:16:58.800 --> 00:17:00.389 align:start position:0%
<00:16:58.800>every <00:16:58.927>time <00:16:59.054>you're <00:16:59.181>asking <00:16:59.309>AI <00:16:59.436>for <00:16:59.563>something <00:16:59.690>it's <00:16:59.818>not <00:16:59.945>only <00:17:00.072>loading <00:17:00.199>your

00:17:00.389 --> 00:17:00.399 align:start position:0%
<00:17:00.389>something <00:17:00.390>it's <00:17:00.392>not <00:17:00.394>only <00:17:00.396>loading <00:17:00.398>your

00:17:00.399 --> 00:17:02.949 align:start position:0%
<00:17:00.399>something <00:17:00.515>it's <00:17:00.632>not <00:17:00.749>only <00:17:00.865>loading <00:17:00.982>your <00:17:01.099>rules, <00:17:01.215>your <00:17:01.332>skills, <00:17:01.449>your <00:17:01.565>code <00:17:01.682>base, <00:17:01.799>it

00:17:02.949 --> 00:17:02.959 align:start position:0%
<00:17:02.949>rules, <00:17:02.950>your <00:17:02.952>skills, <00:17:02.953>your <00:17:02.954>code <00:17:02.956>base, <00:17:02.958>it

00:17:02.959 --> 00:17:04.870 align:start position:0%
<00:17:02.959>rules, <00:17:03.066>your <00:17:03.174>skills, <00:17:03.282>your <00:17:03.389>code <00:17:03.497>base, <00:17:03.605>it <00:17:03.712>is <00:17:03.820>also <00:17:03.928>loading <00:17:04.035>all <00:17:04.143>the <00:17:04.251>details <00:17:04.358>about

00:17:04.870 --> 00:17:04.880 align:start position:0%
<00:17:04.869>is <00:17:04.871>also <00:17:04.873>loading <00:17:04.874>all <00:17:04.876>the <00:17:04.877>details <00:17:04.879>about

00:17:04.880 --> 00:17:06.870 align:start position:0%
<00:17:04.880>is <00:17:04.980>also <00:17:05.080>loading <00:17:05.180>all <00:17:05.280>the <00:17:05.380>details <00:17:05.480>about <00:17:05.580>the <00:17:05.680>tool <00:17:05.780>that <00:17:05.880>it <00:17:05.980>requires <00:17:06.080>to <00:17:06.180>use <00:17:06.280>and

00:17:06.870 --> 00:17:06.880 align:start position:0%
<00:17:06.869>the <00:17:06.871>tool <00:17:06.872>that <00:17:06.873>it <00:17:06.875>requires <00:17:06.876>to <00:17:06.877>use <00:17:06.879>and

00:17:06.880 --> 00:17:09.189 align:start position:0%
<00:17:06.880>the <00:17:06.980>tool <00:17:07.080>that <00:17:07.180>it <00:17:07.280>requires <00:17:07.380>to <00:17:07.480>use <00:17:07.580>and <00:17:07.680>then <00:17:07.780>it's <00:17:07.880>using <00:17:07.980>the <00:17:08.080>context <00:17:08.180>which <00:17:08.280>is

00:17:09.189 --> 00:17:09.199 align:start position:0%
<00:17:09.189>then <00:17:09.190>it's <00:17:09.192>using <00:17:09.193>the <00:17:09.195>context <00:17:09.196>which <00:17:09.198>is

00:17:09.199 --> 00:17:11.189 align:start position:0%
<00:17:09.199>then <00:17:09.339>it's <00:17:09.479>using <00:17:09.619>the <00:17:09.759>context <00:17:09.899>which <00:17:10.039>is <00:17:10.179>affecting <00:17:10.319>significantly <00:17:10.459>the <00:17:10.599>performance

00:17:11.189 --> 00:17:11.199 align:start position:0%
<00:17:11.189>affecting <00:17:11.192>significantly <00:17:11.195>the <00:17:11.198>performance

00:17:11.199 --> 00:17:13.510 align:start position:0%
<00:17:11.199>affecting <00:17:11.432>significantly <00:17:11.665>the <00:17:11.899>performance <00:17:12.132>of <00:17:12.365>every <00:17:12.599>task.

00:17:13.510 --> 00:17:13.520 align:start position:0%
<00:17:13.510>of <00:17:13.514>every <00:17:13.519>task.

00:17:13.520 --> 00:17:16.309 align:start position:0%
<00:17:13.520>of <00:17:13.660>every <00:17:13.800>task. <00:17:13.940>So <00:17:14.079>let's <00:17:14.220>see <00:17:14.359>a <00:17:14.500>full <00:17:14.639>system <00:17:14.780>demo. <00:17:14.920>How

00:17:16.309 --> 00:17:16.319 align:start position:0%
<00:17:16.309>So <00:17:16.310>let's <00:17:16.311>see <00:17:16.312>a <00:17:16.314>full <00:17:16.315>system <00:17:16.316>demo. <00:17:16.318>How

00:17:16.319 --> 00:17:19.270 align:start position:0%
<00:17:16.319>So <00:17:16.412>let's <00:17:16.505>see <00:17:16.598>a <00:17:16.692>full <00:17:16.785>system <00:17:16.878>demo. <00:17:16.972>How <00:17:17.065>significant <00:17:17.158>could <00:17:17.252>be <00:17:17.345>a <00:17:17.438>change <00:17:17.532>if <00:17:17.625>you <00:17:17.719>uh

00:17:19.270 --> 00:17:19.280 align:start position:0%
<00:17:19.270>significant <00:17:19.271>could <00:17:19.272>be <00:17:19.273>a <00:17:19.275>change <00:17:19.276>if <00:17:19.277>you <00:17:19.279>uh

00:17:19.280 --> 00:17:22.150 align:start position:0%
<00:17:19.280>significant <00:17:19.373>could <00:17:19.466>be <00:17:19.560>a <00:17:19.653>change <00:17:19.746>if <00:17:19.839>you <00:17:19.933>uh <00:17:20.026>choose <00:17:20.119>a <00:17:20.213>different <00:17:20.306>tools. <00:17:20.399>So <00:17:20.493>we <00:17:20.586>will <00:17:20.680>be

00:17:22.150 --> 00:17:22.160 align:start position:0%
<00:17:22.150>choose <00:17:22.151>a <00:17:22.152>different <00:17:22.153>tools. <00:17:22.155>So <00:17:22.156>we <00:17:22.157>will <00:17:22.159>be

00:17:22.160 --> 00:17:24.069 align:start position:0%
<00:17:22.160>choose <00:17:22.260>a <00:17:22.360>different <00:17:22.460>tools. <00:17:22.560>So <00:17:22.660>we <00:17:22.760>will <00:17:22.860>be <00:17:22.960>creating <00:17:23.060>a <00:17:23.160>system <00:17:23.260>with <00:17:23.360>one <00:17:23.460>prompt <00:17:23.560>that

00:17:24.069 --> 00:17:24.079 align:start position:0%
<00:17:24.069>creating <00:17:24.070>a <00:17:24.071>system <00:17:24.073>with <00:17:24.075>one <00:17:24.076>prompt <00:17:24.078>that

00:17:24.079 --> 00:17:25.909 align:start position:0%
<00:17:24.079>creating <00:17:24.178>a <00:17:24.279>system <00:17:24.378>with <00:17:24.479>one <00:17:24.579>prompt <00:17:24.678>that <00:17:24.779>has <00:17:24.878>a <00:17:24.979>front <00:17:25.079>end <00:17:25.178>and <00:17:25.279>has <00:17:25.378>two <00:17:25.479>backend

00:17:25.909 --> 00:17:25.919 align:start position:0%
<00:17:25.909>has <00:17:25.910>a <00:17:25.911>front <00:17:25.912>end <00:17:25.914>and <00:17:25.915>has <00:17:25.916>two <00:17:25.918>backend

00:17:25.919 --> 00:17:27.829 align:start position:0%
<00:17:25.919>has <00:17:26.035>a <00:17:26.152>front <00:17:26.269>end <00:17:26.385>and <00:17:26.502>has <00:17:26.619>two <00:17:26.735>backend <00:17:26.852>services. <00:17:26.969>The <00:17:27.085>authentication <00:17:27.202>and <00:17:27.319>history

00:17:27.829 --> 00:17:27.839 align:start position:0%
<00:17:27.829>services. <00:17:27.831>The <00:17:27.833>authentication <00:17:27.835>and <00:17:27.838>history

00:17:27.839 --> 00:17:29.510 align:start position:0%
<00:17:27.839>services. <00:17:27.966>The <00:17:28.093>authentication <00:17:28.220>and <00:17:28.348>history <00:17:28.475>it <00:17:28.602>allows <00:17:28.729>to <00:17:28.857>login <00:17:28.984>and <00:17:29.111>retrieve <00:17:29.239>my

00:17:29.510 --> 00:17:29.520 align:start position:0%
<00:17:29.510>it <00:17:29.511>allows <00:17:29.513>to <00:17:29.514>login <00:17:29.516>and <00:17:29.517>retrieve <00:17:29.519>my

00:17:29.520 --> 00:17:31.430 align:start position:0%
<00:17:29.520>it <00:17:29.636>allows <00:17:29.753>to <00:17:29.870>login <00:17:29.986>and <00:17:30.103>retrieve <00:17:30.220>my <00:17:30.336>favorite <00:17:30.453>cities <00:17:30.570>has <00:17:30.686>a <00:17:30.803>weather <00:17:30.920>service

00:17:31.430 --> 00:17:31.440 align:start position:0%
<00:17:31.430>favorite <00:17:31.431>cities <00:17:31.433>has <00:17:31.435>a <00:17:31.437>weather <00:17:31.439>service

00:17:31.440 --> 00:17:33.190 align:start position:0%
<00:17:31.440>favorite <00:17:31.556>cities <00:17:31.673>has <00:17:31.790>a <00:17:31.906>weather <00:17:32.023>service <00:17:32.140>that <00:17:32.256>is <00:17:32.373>within <00:17:32.490>the <00:17:32.606>current <00:17:32.723>weather <00:17:32.840>and

00:17:33.190 --> 00:17:33.200 align:start position:0%
<00:17:33.190>that <00:17:33.191>is <00:17:33.193>within <00:17:33.194>the <00:17:33.196>current <00:17:33.197>weather <00:17:33.199>and

00:17:33.200 --> 00:17:35.510 align:start position:0%
<00:17:33.200>that <00:17:33.307>is <00:17:33.415>within <00:17:33.523>the <00:17:33.630>current <00:17:33.738>weather <00:17:33.846>and <00:17:33.953>using <00:17:34.061>the <00:17:34.169>external <00:17:34.276>API <00:17:34.384>to <00:17:34.492>obtain <00:17:34.600>that

00:17:35.510 --> 00:17:35.520 align:start position:0%
<00:17:35.510>using <00:17:35.511>the <00:17:35.513>external <00:17:35.514>API <00:17:35.516>to <00:17:35.517>obtain <00:17:35.519>that

00:17:35.520 --> 00:17:37.510 align:start position:0%
<00:17:35.520>using <00:17:35.695>the <00:17:35.870>external <00:17:36.045>API <00:17:36.220>to <00:17:36.395>obtain <00:17:36.570>that <00:17:36.745>weather <00:17:36.920>information.

00:17:37.510 --> 00:17:37.520 align:start position:0%
<00:17:37.510>weather <00:17:37.519>information.

00:17:37.520 --> 00:17:39.590 align:start position:0%
<00:17:37.520>weather <00:17:37.660>information. <00:17:37.800>So <00:17:37.940>here <00:17:38.080>you <00:17:38.220>will <00:17:38.360>see <00:17:38.500>a <00:17:38.639>time <00:17:38.780>lapse <00:17:38.920>of

00:17:39.590 --> 00:17:39.600 align:start position:0%
<00:17:39.590>So <00:17:39.591>here <00:17:39.592>you <00:17:39.593>will <00:17:39.594>see <00:17:39.595>a <00:17:39.596>time <00:17:39.597>lapse <00:17:39.599>of

00:17:39.600 --> 00:17:41.510 align:start position:0%
<00:17:39.600>So <00:17:39.693>here <00:17:39.786>you <00:17:39.879>will <00:17:39.973>see <00:17:40.066>a <00:17:40.159>time <00:17:40.253>lapse <00:17:40.346>of <00:17:40.439>that <00:17:40.533>generation <00:17:40.626>process <00:17:40.719>as <00:17:40.813>it <00:17:40.906>took <00:17:41.000>few

00:17:41.510 --> 00:17:41.520 align:start position:0%
<00:17:41.510>that <00:17:41.511>generation <00:17:41.513>process <00:17:41.514>as <00:17:41.516>it <00:17:41.517>took <00:17:41.519>few

00:17:41.520 --> 00:17:43.830 align:start position:0%
<00:17:41.520>that <00:17:41.636>generation <00:17:41.753>process <00:17:41.870>as <00:17:41.986>it <00:17:42.103>took <00:17:42.220>few <00:17:42.336>minutes <00:17:42.453>but <00:17:42.570>immediately <00:17:42.686>you <00:17:42.803>can <00:17:42.920>realize

00:17:43.830 --> 00:17:43.840 align:start position:0%
<00:17:43.830>minutes <00:17:43.831>but <00:17:43.833>immediately <00:17:43.835>you <00:17:43.837>can <00:17:43.839>realize

00:17:43.840 --> 00:17:45.510 align:start position:0%
<00:17:43.840>minutes <00:17:43.956>but <00:17:44.073>immediately <00:17:44.189>you <00:17:44.306>can <00:17:44.423>realize <00:17:44.540>that <00:17:44.656>on <00:17:44.773>the <00:17:44.889>left <00:17:45.006>hand <00:17:45.123>side <00:17:45.240>something

00:17:45.510 --> 00:17:45.520 align:start position:0%
<00:17:45.510>that <00:17:45.511>on <00:17:45.513>the <00:17:45.514>left <00:17:45.516>hand <00:17:45.517>side <00:17:45.519>something

00:17:45.520 --> 00:17:47.909 align:start position:0%
<00:17:45.520>that <00:17:45.620>on <00:17:45.720>the <00:17:45.820>left <00:17:45.920>hand <00:17:46.020>side <00:17:46.120>something <00:17:46.220>more <00:17:46.320>has <00:17:46.420>happened <00:17:46.520>and <00:17:46.620>on <00:17:46.720>the <00:17:46.820>right <00:17:46.920>side.

00:17:47.909 --> 00:17:47.919 align:start position:0%
<00:17:47.909>more <00:17:47.910>has <00:17:47.911>happened <00:17:47.912>and <00:17:47.914>on <00:17:47.915>the <00:17:47.916>right <00:17:47.918>side.

00:17:47.919 --> 00:17:49.909 align:start position:0%
<00:17:47.919>more <00:17:48.012>has <00:17:48.105>happened <00:17:48.199>and <00:17:48.292>on <00:17:48.385>the <00:17:48.479>right <00:17:48.572>side. <00:17:48.665>So <00:17:48.759>in <00:17:48.852>addition <00:17:48.945>to <00:17:49.039>my <00:17:49.132>standard <00:17:49.225>rules <00:17:49.319>and

00:17:49.909 --> 00:17:49.919 align:start position:0%
<00:17:49.909>So <00:17:49.910>in <00:17:49.911>addition <00:17:49.912>to <00:17:49.914>my <00:17:49.915>standard <00:17:49.916>rules <00:17:49.918>and

00:17:49.919 --> 00:17:51.990 align:start position:0%
<00:17:49.919>So <00:17:50.012>in <00:17:50.105>addition <00:17:50.199>to <00:17:50.292>my <00:17:50.385>standard <00:17:50.479>rules <00:17:50.572>and <00:17:50.665>knowledge <00:17:50.759>I <00:17:50.852>put <00:17:50.945>in <00:17:51.039>the <00:17:51.132>repository <00:17:51.225>I <00:17:51.319>have

00:17:51.990 --> 00:17:52.000 align:start position:0%
<00:17:51.990>knowledge <00:17:51.991>I <00:17:51.992>put <00:17:51.993>in <00:17:51.995>the <00:17:51.996>repository <00:17:51.997>I <00:17:51.999>have

00:17:52.000 --> 00:17:54.870 align:start position:0%
<00:17:52.000>knowledge <00:17:52.100>I <00:17:52.200>put <00:17:52.300>in <00:17:52.400>the <00:17:52.500>repository <00:17:52.600>I <00:17:52.700>have <00:17:52.800>also <00:17:52.900>added <00:17:53.000>a <00:17:53.100>skill <00:17:53.200>of <00:17:53.300>another <00:17:53.400>framework

00:17:54.870 --> 00:17:54.880 align:start position:0%
<00:17:54.870>also <00:17:54.871>added <00:17:54.873>a <00:17:54.874>skill <00:17:54.876>of <00:17:54.877>another <00:17:54.879>framework

00:17:54.880 --> 00:17:57.990 align:start position:0%
<00:17:54.880>also <00:17:54.980>added <00:17:55.080>a <00:17:55.180>skill <00:17:55.280>of <00:17:55.380>another <00:17:55.480>framework <00:17:55.580>to <00:17:55.680>be <00:17:55.780>used <00:17:55.880>to <00:17:55.980>generate <00:17:56.080>the <00:17:56.180>system. <00:17:56.280>Uh

00:17:57.990 --> 00:17:58.000 align:start position:0%
<00:17:57.990>to <00:17:57.991>be <00:17:57.992>used <00:17:57.993>to <00:17:57.995>generate <00:17:57.996>the <00:17:57.997>system. <00:17:57.999>Uh

00:17:58.000 --> 00:18:01.190 align:start position:0%
<00:17:58.000>to <00:17:58.087>be <00:17:58.175>used <00:17:58.262>to <00:17:58.350>generate <00:17:58.437>the <00:17:58.525>system. <00:17:58.612>Uh <00:17:58.700>looking <00:17:58.787>at <00:17:58.875>the <00:17:58.962>way <00:17:59.050>it <00:17:59.137>works <00:17:59.225>it's <00:17:59.312>more <00:17:59.400>or

00:18:01.190 --> 00:18:01.200 align:start position:0%
<00:18:01.190>looking <00:18:01.191>at <00:18:01.192>the <00:18:01.193>way <00:18:01.194>it <00:18:01.195>works <00:18:01.196>it's <00:18:01.197>more <00:18:01.199>or

00:18:01.200 --> 00:18:03.350 align:start position:0%
<00:18:01.200>looking <00:18:01.287>at <00:18:01.375>the <00:18:01.462>way <00:18:01.550>it <00:18:01.637>works <00:18:01.725>it's <00:18:01.812>more <00:18:01.900>or <00:18:01.987>less <00:18:02.075>looking <00:18:02.162>the <00:18:02.250>same <00:18:02.337>that <00:18:02.425>is <00:18:02.512>doing <00:18:02.600>some

00:18:03.350 --> 00:18:03.360 align:start position:0%
<00:18:03.350>less <00:18:03.351>looking <00:18:03.352>the <00:18:03.353>same <00:18:03.355>that <00:18:03.356>is <00:18:03.357>doing <00:18:03.359>some

00:18:03.360 --> 00:18:06.470 align:start position:0%
<00:18:03.360>less <00:18:03.459>looking <00:18:03.560>the <00:18:03.659>same <00:18:03.760>that <00:18:03.860>is <00:18:03.959>doing <00:18:04.060>some <00:18:04.159>thinking <00:18:04.260>generation <00:18:04.360>of <00:18:04.459>a <00:18:04.560>code <00:18:04.659>etc. <00:18:04.760>But

00:18:06.470 --> 00:18:06.480 align:start position:0%
<00:18:06.470>thinking <00:18:06.471>generation <00:18:06.473>of <00:18:06.474>a <00:18:06.476>code <00:18:06.477>etc. <00:18:06.479>But

00:18:06.480 --> 00:18:08.230 align:start position:0%
<00:18:06.480>thinking <00:18:06.596>generation <00:18:06.713>of <00:18:06.830>a <00:18:06.946>code <00:18:07.063>etc. <00:18:07.180>But <00:18:07.296>after <00:18:07.413>a <00:18:07.530>few <00:18:07.646>seconds, <00:18:07.763>we'll <00:18:07.880>quickly

00:18:08.230 --> 00:18:08.240 align:start position:0%
<00:18:08.230>after <00:18:08.231>a <00:18:08.233>few <00:18:08.235>seconds, <00:18:08.237>we'll <00:18:08.239>quickly

00:18:08.240 --> 00:18:10.150 align:start position:0%
<00:18:08.240>after <00:18:08.356>a <00:18:08.473>few <00:18:08.590>seconds, <00:18:08.706>we'll <00:18:08.823>quickly <00:18:08.940>realize <00:18:09.056>that <00:18:09.173>the <00:18:09.290>left <00:18:09.406>hand <00:18:09.523>side <00:18:09.640>already

00:18:10.150 --> 00:18:10.160 align:start position:0%
<00:18:10.150>realize <00:18:10.151>that <00:18:10.153>the <00:18:10.154>left <00:18:10.156>hand <00:18:10.157>side <00:18:10.159>already

00:18:10.160 --> 00:18:11.909 align:start position:0%
<00:18:10.160>realize <00:18:10.267>that <00:18:10.375>the <00:18:10.483>left <00:18:10.590>hand <00:18:10.698>side <00:18:10.806>already <00:18:10.913>completed <00:18:11.021>the <00:18:11.129>task <00:18:11.236>and <00:18:11.344>the <00:18:11.452>right <00:18:11.560>hand

00:18:11.909 --> 00:18:11.919 align:start position:0%
<00:18:11.909>completed <00:18:11.910>the <00:18:11.912>task <00:18:11.913>and <00:18:11.915>the <00:18:11.916>right <00:18:11.918>hand

00:18:11.919 --> 00:18:15.590 align:start position:0%
<00:18:11.919>completed <00:18:12.019>the <00:18:12.119>task <00:18:12.219>and <00:18:12.319>the <00:18:12.419>right <00:18:12.519>hand <00:18:12.619>side <00:18:12.719>is <00:18:12.819>still <00:18:12.919>working. <00:18:13.019>So <00:18:13.119>the <00:18:13.219>way <00:18:13.319>the

00:18:15.590 --> 00:18:15.600 align:start position:0%
<00:18:15.590>side <00:18:15.591>is <00:18:15.592>still <00:18:15.593>working. <00:18:15.595>So <00:18:15.596>the <00:18:15.597>way <00:18:15.599>the

00:18:15.600 --> 00:18:18.150 align:start position:0%
<00:18:15.600>side <00:18:15.699>is <00:18:15.800>still <00:18:15.899>working. <00:18:16.000>So <00:18:16.100>the <00:18:16.199>way <00:18:16.300>the <00:18:16.399>tools <00:18:16.500>we <00:18:16.600>are <00:18:16.699>using <00:18:16.800>can <00:18:16.899>dramatically <00:18:17.000>cut

00:18:18.150 --> 00:18:18.160 align:start position:0%
<00:18:18.150>tools <00:18:18.151>we <00:18:18.153>are <00:18:18.154>using <00:18:18.156>can <00:18:18.157>dramatically <00:18:18.159>cut

00:18:18.160 --> 00:18:20.470 align:start position:0%
<00:18:18.160>tools <00:18:18.253>we <00:18:18.346>are <00:18:18.440>using <00:18:18.533>can <00:18:18.626>dramatically <00:18:18.720>cut <00:18:18.813>the <00:18:18.906>time <00:18:19.000>the <00:18:19.093>AI <00:18:19.186>is <00:18:19.280>working <00:18:19.373>on <00:18:19.466>a <00:18:19.560>specific

00:18:20.470 --> 00:18:20.480 align:start position:0%
<00:18:20.470>the <00:18:20.471>time <00:18:20.472>the <00:18:20.473>AI <00:18:20.474>is <00:18:20.475>working <00:18:20.476>on <00:18:20.477>a <00:18:20.479>specific

00:18:20.480 --> 00:18:22.070 align:start position:0%
<00:18:20.480>the <00:18:20.573>time <00:18:20.666>the <00:18:20.760>AI <00:18:20.853>is <00:18:20.946>working <00:18:21.040>on <00:18:21.133>a <00:18:21.226>specific <00:18:21.320>system <00:18:21.413>because <00:18:21.506>the <00:18:21.600>tool <00:18:21.693>might <00:18:21.786>be <00:18:21.880>much

00:18:22.070 --> 00:18:22.080 align:start position:0%
<00:18:22.070>system <00:18:22.071>because <00:18:22.072>the <00:18:22.074>tool <00:18:22.076>might <00:18:22.077>be <00:18:22.079>much

00:18:22.080 --> 00:18:24.710 align:start position:0%
<00:18:22.080>system <00:18:22.187>because <00:18:22.295>the <00:18:22.403>tool <00:18:22.510>might <00:18:22.618>be <00:18:22.726>much <00:18:22.833>more <00:18:22.941>AI <00:18:23.049>operable <00:18:23.156>and <00:18:23.264>make <00:18:23.372>AI <00:18:23.480>friendly.

00:18:24.710 --> 00:18:24.720 align:start position:0%
<00:18:24.710>more <00:18:24.711>AI <00:18:24.713>operable <00:18:24.714>and <00:18:24.716>make <00:18:24.717>AI <00:18:24.719>friendly.

00:18:24.720 --> 00:18:26.230 align:start position:0%
<00:18:24.720>more <00:18:24.833>AI <00:18:24.946>operable <00:18:25.059>and <00:18:25.173>make <00:18:25.286>AI <00:18:25.399>friendly. <00:18:25.512>And <00:18:25.626>these <00:18:25.739>are <00:18:25.852>the <00:18:25.965>new <00:18:26.079>characteristics

00:18:26.230 --> 00:18:26.240 align:start position:0%
<00:18:26.230>And <00:18:26.231>these <00:18:26.233>are <00:18:26.235>the <00:18:26.237>new <00:18:26.239>characteristics

00:18:26.240 --> 00:18:27.669 align:start position:0%
<00:18:26.240>And <00:18:26.338>these <00:18:26.437>are <00:18:26.536>the <00:18:26.635>new <00:18:26.734>characteristics <00:18:26.833>that <00:18:26.932>you <00:18:27.031>should <00:18:27.130>take <00:18:27.229>into <00:18:27.328>your <00:18:27.427>mind <00:18:27.526>when

00:18:27.669 --> 00:18:27.679 align:start position:0%
<00:18:27.669>that <00:18:27.670>you <00:18:27.671>should <00:18:27.672>take <00:18:27.674>into <00:18:27.675>your <00:18:27.676>mind <00:18:27.678>when

00:18:27.679 --> 00:18:30.070 align:start position:0%
<00:18:27.679>that <00:18:27.779>you <00:18:27.879>should <00:18:27.979>take <00:18:28.079>into <00:18:28.179>your <00:18:28.279>mind <00:18:28.379>when <00:18:28.479>you <00:18:28.579>are <00:18:28.679>choosing <00:18:28.779>the <00:18:28.879>solutions <00:18:28.979>for <00:18:29.079>your

00:18:30.070 --> 00:18:30.080 align:start position:0%
<00:18:30.070>you <00:18:30.071>are <00:18:30.072>choosing <00:18:30.074>the <00:18:30.076>solutions <00:18:30.077>for <00:18:30.079>your

00:18:30.080 --> 00:18:32.470 align:start position:0%
<00:18:30.080>you <00:18:30.173>are <00:18:30.266>choosing <00:18:30.360>the <00:18:30.453>solutions <00:18:30.546>for <00:18:30.639>your <00:18:30.733>system. <00:18:30.826>How <00:18:30.919>you <00:18:31.013>can <00:18:31.106>check <00:18:31.199>if <00:18:31.293>the <00:18:31.386>tool <00:18:31.480>is

00:18:32.470 --> 00:18:32.480 align:start position:0%
<00:18:32.470>system. <00:18:32.471>How <00:18:32.472>you <00:18:32.473>can <00:18:32.474>check <00:18:32.475>if <00:18:32.476>the <00:18:32.477>tool <00:18:32.479>is

00:18:32.480 --> 00:18:34.789 align:start position:0%
<00:18:32.480>system. <00:18:32.567>How <00:18:32.655>you <00:18:32.742>can <00:18:32.830>check <00:18:32.917>if <00:18:33.005>the <00:18:33.092>tool <00:18:33.180>is <00:18:33.267>better <00:18:33.355>this <00:18:33.442>or <00:18:33.530>that <00:18:33.617>using <00:18:33.705>the <00:18:33.792>evals <00:18:33.880>and

00:18:34.789 --> 00:18:34.799 align:start position:0%
<00:18:34.789>better <00:18:34.790>this <00:18:34.791>or <00:18:34.792>that <00:18:34.794>using <00:18:34.795>the <00:18:34.796>evals <00:18:34.798>and

00:18:34.799 --> 00:18:36.549 align:start position:0%
<00:18:34.799>better <00:18:34.899>this <00:18:34.999>or <00:18:35.099>that <00:18:35.199>using <00:18:35.299>the <00:18:35.399>evals <00:18:35.499>and <00:18:35.599>graders. <00:18:35.699>So <00:18:35.799>you <00:18:35.899>can <00:18:35.999>make <00:18:36.099>your <00:18:36.199>own

00:18:36.549 --> 00:18:36.559 align:start position:0%
<00:18:36.549>graders. <00:18:36.550>So <00:18:36.552>you <00:18:36.553>can <00:18:36.555>make <00:18:36.556>your <00:18:36.558>own

00:18:36.559 --> 00:18:38.390 align:start position:0%
<00:18:36.559>graders. <00:18:36.675>So <00:18:36.792>you <00:18:36.908>can <00:18:37.025>make <00:18:37.142>your <00:18:37.259>own <00:18:37.375>experiments <00:18:37.492>and <00:18:37.609>your <00:18:37.725>team <00:18:37.842>can <00:18:37.959>validate

00:18:38.390 --> 00:18:38.400 align:start position:0%
<00:18:38.390>experiments <00:18:38.391>and <00:18:38.393>your <00:18:38.395>team <00:18:38.397>can <00:18:38.399>validate

00:18:38.400 --> 00:18:40.950 align:start position:0%
<00:18:38.400>experiments <00:18:38.527>and <00:18:38.654>your <00:18:38.781>team <00:18:38.909>can <00:18:39.036>validate <00:18:39.163>if <00:18:39.290>a <00:18:39.418>specific <00:18:39.545>dependency <00:18:39.672>injection <00:18:39.800>uh

00:18:40.950 --> 00:18:40.960 align:start position:0%
<00:18:40.950>if <00:18:40.951>a <00:18:40.953>specific <00:18:40.955>dependency <00:18:40.957>injection <00:18:40.959>uh

00:18:40.960 --> 00:18:42.789 align:start position:0%
<00:18:40.960>if <00:18:41.100>a <00:18:41.240>specific <00:18:41.380>dependency <00:18:41.520>injection <00:18:41.660>uh <00:18:41.800>framework <00:18:41.940>or <00:18:42.080>a <00:18:42.220>specific <00:18:42.360>oper

00:18:42.789 --> 00:18:42.799 align:start position:0%
<00:18:42.789>framework <00:18:42.791>or <00:18:42.793>a <00:18:42.795>specific <00:18:42.798>oper

00:18:42.799 --> 00:18:45.110 align:start position:0%
<00:18:42.799>framework <00:18:42.939>or <00:18:43.079>a <00:18:43.219>specific <00:18:43.359>oper <00:18:43.499>observability <00:18:43.639>tools <00:18:43.779>SDKs <00:18:43.918>are <00:18:44.059>easier <00:18:44.199>for

00:18:45.110 --> 00:18:45.120 align:start position:0%
<00:18:45.110>observability <00:18:45.111>tools <00:18:45.113>SDKs <00:18:45.115>are <00:18:45.117>easier <00:18:45.119>for

00:18:45.120 --> 00:18:47.510 align:start position:0%
<00:18:45.120>observability <00:18:45.213>tools <00:18:45.306>SDKs <00:18:45.399>are <00:18:45.493>easier <00:18:45.586>for <00:18:45.679>AI <00:18:45.773>to <00:18:45.866>use <00:18:45.959>or <00:18:46.053>not <00:18:46.146>and <00:18:46.239>choose <00:18:46.333>the <00:18:46.426>one <00:18:46.520>that

00:18:47.510 --> 00:18:47.520 align:start position:0%
<00:18:47.510>AI <00:18:47.511>to <00:18:47.512>use <00:18:47.513>or <00:18:47.514>not <00:18:47.514>and <00:18:47.516>choose <00:18:47.517>the <00:18:47.518>one <00:18:47.519>that

00:18:47.520 --> 00:18:50.150 align:start position:0%
<00:18:47.520>AI <00:18:47.627>to <00:18:47.735>use <00:18:47.843>or <00:18:47.950>not <00:18:48.058>and <00:18:48.166>choose <00:18:48.273>the <00:18:48.381>one <00:18:48.489>that <00:18:48.596>is <00:18:48.704>more <00:18:48.812>efficient <00:18:48.920>today.

00:18:50.150 --> 00:18:50.160 align:start position:0%
<00:18:50.150>is <00:18:50.153>more <00:18:50.156>efficient <00:18:50.159>today.

00:18:50.160 --> 00:18:53.029 align:start position:0%
<00:18:50.160>is <00:18:50.267>more <00:18:50.375>efficient <00:18:50.483>today. <00:18:50.590>Uh <00:18:50.698>so <00:18:50.806>let <00:18:50.913>me <00:18:51.021>now <00:18:51.129>show <00:18:51.236>you <00:18:51.344>the <00:18:51.452>outcome <00:18:51.560>of

00:18:53.029 --> 00:18:53.039 align:start position:0%
<00:18:53.029>Uh <00:18:53.030>so <00:18:53.031>let <00:18:53.032>me <00:18:53.033>now <00:18:53.034>show <00:18:53.035>you <00:18:53.036>the <00:18:53.037>outcome <00:18:53.038>of

00:18:53.039 --> 00:18:55.270 align:start position:0%
<00:18:53.039>Uh <00:18:53.155>so <00:18:53.272>let <00:18:53.389>me <00:18:53.505>now <00:18:53.622>show <00:18:53.739>you <00:18:53.855>the <00:18:53.972>outcome <00:18:54.089>of <00:18:54.205>those <00:18:54.322>two <00:18:54.439>systems.

00:18:55.270 --> 00:18:55.280 align:start position:0%
<00:18:55.270>those <00:18:55.274>two <00:18:55.279>systems.

00:18:55.280 --> 00:18:57.190 align:start position:0%
<00:18:55.280>those <00:18:55.396>two <00:18:55.513>systems. <00:18:55.629>This <00:18:55.746>is <00:18:55.863>one <00:18:55.980>of <00:18:56.096>them. <00:18:56.213>I <00:18:56.330>can <00:18:56.446>login. <00:18:56.563>I <00:18:56.680>can

00:18:57.190 --> 00:18:57.200 align:start position:0%
<00:18:57.190>This <00:18:57.191>is <00:18:57.192>one <00:18:57.193>of <00:18:57.194>them. <00:18:57.195>I <00:18:57.196>can <00:18:57.197>login. <00:18:57.198>I <00:18:57.199>can

00:18:57.200 --> 00:19:00.150 align:start position:0%
<00:18:57.200>This <00:18:57.282>is <00:18:57.364>one <00:18:57.447>of <00:18:57.529>them. <00:18:57.611>I <00:18:57.694>can <00:18:57.776>login. <00:18:57.858>I <00:18:57.941>can <00:18:58.023>get <00:18:58.105>the <00:18:58.188>weather. <00:18:58.270>There <00:18:58.352>is <00:18:58.435>the <00:18:58.517>the <00:18:58.600>other

00:19:00.150 --> 00:19:00.160 align:start position:0%
<00:19:00.150>get <00:19:00.151>the <00:19:00.152>weather. <00:19:00.153>There <00:19:00.155>is <00:19:00.156>the <00:19:00.157>the <00:19:00.159>other

00:19:00.160 --> 00:19:02.230 align:start position:0%
<00:19:00.160>get <00:19:00.260>the <00:19:00.360>weather. <00:19:00.460>There <00:19:00.560>is <00:19:00.660>the <00:19:00.760>the <00:19:00.860>other <00:19:00.960>one <00:19:01.060>that <00:19:01.160>is <00:19:01.260>made <00:19:01.360>without <00:19:01.460>any <00:19:01.560>special

00:19:02.230 --> 00:19:02.240 align:start position:0%
<00:19:02.230>one <00:19:02.231>that <00:19:02.233>is <00:19:02.234>made <00:19:02.236>without <00:19:02.237>any <00:19:02.239>special

00:19:02.240 --> 00:19:04.950 align:start position:0%
<00:19:02.240>one <00:19:02.347>that <00:19:02.455>is <00:19:02.563>made <00:19:02.670>without <00:19:02.778>any <00:19:02.886>special <00:19:02.993>framework <00:19:03.101>like <00:19:03.209>this <00:19:03.316>that <00:19:03.424>also <00:19:03.532>allows <00:19:03.640>me

00:19:04.950 --> 00:19:04.960 align:start position:0%
<00:19:04.950>framework <00:19:04.951>like <00:19:04.953>this <00:19:04.954>that <00:19:04.956>also <00:19:04.957>allows <00:19:04.959>me

00:19:04.960 --> 00:19:07.350 align:start position:0%
<00:19:04.960>framework <00:19:05.060>like <00:19:05.160>this <00:19:05.260>that <00:19:05.360>also <00:19:05.460>allows <00:19:05.560>me <00:19:05.660>to <00:19:05.760>login <00:19:05.860>and <00:19:05.960>also <00:19:06.060>allows <00:19:06.160>me <00:19:06.260>to <00:19:06.360>retrieve

00:19:07.350 --> 00:19:07.360 align:start position:0%
<00:19:07.350>to <00:19:07.351>login <00:19:07.352>and <00:19:07.353>also <00:19:07.355>allows <00:19:07.356>me <00:19:07.357>to <00:19:07.359>retrieve

00:19:07.360 --> 00:19:11.190 align:start position:0%
<00:19:07.360>to <00:19:07.459>login <00:19:07.560>and <00:19:07.659>also <00:19:07.760>allows <00:19:07.860>me <00:19:07.959>to <00:19:08.060>retrieve <00:19:08.159>the <00:19:08.260>weather. <00:19:08.360>Ah <00:19:08.459>again <00:19:08.560>it's <00:19:08.659>not <00:19:08.760>showing

00:19:11.190 --> 00:19:11.200 align:start position:0%
<00:19:11.190>the <00:19:11.191>weather. <00:19:11.193>Ah <00:19:11.194>again <00:19:11.196>it's <00:19:11.197>not <00:19:11.199>showing

00:19:11.200 --> 00:19:15.110 align:start position:0%
<00:19:11.200>the <00:19:11.400>weather. <00:19:11.600>Ah <00:19:11.800>again <00:19:12.000>it's <00:19:12.200>not <00:19:12.400>showing <00:19:12.600>uh

00:19:15.120 --> 00:19:18.230 align:start position:0%
<00:19:15.120>why <00:19:15.820>it's <00:19:16.520>not

00:19:18.230 --> 00:19:18.240 align:start position:0%
<00:19:18.230>why <00:19:18.234>it's <00:19:18.239>not

00:19:18.240 --> 00:19:22.710 align:start position:0%
<00:19:18.240>why <00:19:18.706>it's <00:19:19.173>not <00:19:19.640>okay.

00:19:22.720 --> 00:19:24.470 align:start position:0%
<00:19:22.720>All <00:19:24.120>right.

00:19:24.470 --> 00:19:24.480 align:start position:0%
<00:19:24.470>All <00:19:24.479>right.

00:19:24.480 --> 00:19:26.789 align:start position:0%
<00:19:24.480>All <00:19:24.635>right. <00:19:24.791>So <00:19:24.946>we <00:19:25.102>have <00:19:25.257>two <00:19:25.413>system <00:19:25.568>one <00:19:25.724>is <00:19:25.880>already

00:19:26.789 --> 00:19:26.799 align:start position:0%
<00:19:26.789>So <00:19:26.790>we <00:19:26.791>have <00:19:26.792>two <00:19:26.794>system <00:19:26.795>one <00:19:26.796>is <00:19:26.798>already

00:19:26.799 --> 00:19:28.870 align:start position:0%
<00:19:26.799>So <00:19:26.899>we <00:19:26.999>have <00:19:27.099>two <00:19:27.199>system <00:19:27.299>one <00:19:27.399>is <00:19:27.499>already <00:19:27.599>returning <00:19:27.699>the <00:19:27.799>weather <00:19:27.899>and <00:19:27.999>the <00:19:28.099>other <00:19:28.199>one

00:19:28.870 --> 00:19:28.880 align:start position:0%
<00:19:28.870>returning <00:19:28.871>the <00:19:28.873>weather <00:19:28.874>and <00:19:28.876>the <00:19:28.877>other <00:19:28.879>one

00:19:28.880 --> 00:19:31.350 align:start position:0%
<00:19:28.880>returning <00:19:28.973>the <00:19:29.066>weather <00:19:29.160>and <00:19:29.253>the <00:19:29.346>other <00:19:29.440>one <00:19:29.533>as <00:19:29.626>I <00:19:29.720>said <00:19:29.813>is <00:19:29.906>doing <00:19:30.000>exactly <00:19:30.093>the <00:19:30.186>same. <00:19:30.280>You

00:19:31.350 --> 00:19:31.360 align:start position:0%
<00:19:31.350>as <00:19:31.351>I <00:19:31.352>said <00:19:31.353>is <00:19:31.354>doing <00:19:31.355>exactly <00:19:31.356>the <00:19:31.357>same. <00:19:31.359>You

00:19:31.360 --> 00:19:34.390 align:start position:0%
<00:19:31.360>as <00:19:31.442>I <00:19:31.524>said <00:19:31.607>is <00:19:31.689>doing <00:19:31.771>exactly <00:19:31.854>the <00:19:31.936>same. <00:19:32.018>You <00:19:32.101>can <00:19:32.183>uh <00:19:32.265>see <00:19:32.348>that <00:19:32.430>what <00:19:32.512>is <00:19:32.595>funny <00:19:32.677>they <00:19:32.760>look

00:19:34.390 --> 00:19:34.400 align:start position:0%
<00:19:34.390>can <00:19:34.391>uh <00:19:34.392>see <00:19:34.393>that <00:19:34.394>what <00:19:34.395>is <00:19:34.396>funny <00:19:34.397>they <00:19:34.399>look

00:19:34.400 --> 00:19:36.230 align:start position:0%
<00:19:34.400>can <00:19:34.500>uh <00:19:34.600>see <00:19:34.700>that <00:19:34.800>what <00:19:34.900>is <00:19:35.000>funny <00:19:35.100>they <00:19:35.200>look <00:19:35.300>very <00:19:35.400>similar. <00:19:35.500>I <00:19:35.600>didn't <00:19:35.700>provided <00:19:35.800>any

00:19:36.230 --> 00:19:36.240 align:start position:0%
<00:19:36.230>very <00:19:36.231>similar. <00:19:36.233>I <00:19:36.235>didn't <00:19:36.237>provided <00:19:36.239>any

00:19:36.240 --> 00:19:37.669 align:start position:0%
<00:19:36.240>very <00:19:36.356>similar. <00:19:36.473>I <00:19:36.590>didn't <00:19:36.707>provided <00:19:36.824>any <00:19:36.941>rules <00:19:37.058>and <00:19:37.175>details <00:19:37.292>about <00:19:37.409>how <00:19:37.526>this

00:19:37.669 --> 00:19:37.679 align:start position:0%
<00:19:37.669>rules <00:19:37.670>and <00:19:37.672>details <00:19:37.674>about <00:19:37.676>how <00:19:37.678>this

00:19:37.679 --> 00:19:39.350 align:start position:0%
<00:19:37.679>rules <00:19:37.806>and <00:19:37.933>details <00:19:38.060>about <00:19:38.188>how <00:19:38.315>this <00:19:38.442>application <00:19:38.569>should <00:19:38.697>look <00:19:38.824>like <00:19:38.951>and <00:19:39.079>it

00:19:39.350 --> 00:19:39.360 align:start position:0%
<00:19:39.350>application <00:19:39.351>should <00:19:39.353>look <00:19:39.355>like <00:19:39.357>and <00:19:39.359>it

00:19:39.360 --> 00:19:41.909 align:start position:0%
<00:19:39.360>application <00:19:39.476>should <00:19:39.593>look <00:19:39.709>like <00:19:39.826>and <00:19:39.943>it <00:19:40.060>produces <00:19:40.176>more <00:19:40.293>or <00:19:40.409>less <00:19:40.526>very <00:19:40.643>same <00:19:40.760>system.

00:19:41.909 --> 00:19:41.919 align:start position:0%
<00:19:41.909>produces <00:19:41.910>more <00:19:41.912>or <00:19:41.913>less <00:19:41.915>very <00:19:41.916>same <00:19:41.918>system.

00:19:41.919 --> 00:19:43.909 align:start position:0%
<00:19:41.919>produces <00:19:42.035>more <00:19:42.152>or <00:19:42.269>less <00:19:42.385>very <00:19:42.502>same <00:19:42.619>system. <00:19:42.735>Why? <00:19:42.852>Because <00:19:42.969>it's <00:19:43.085>the <00:19:43.202>internet <00:19:43.319>average

00:19:43.909 --> 00:19:43.919 align:start position:0%
<00:19:43.909>Why? <00:19:43.910>Because <00:19:43.912>it's <00:19:43.914>the <00:19:43.916>internet <00:19:43.918>average

00:19:43.919 --> 00:19:45.510 align:start position:0%
<00:19:43.919>Why? <00:19:44.046>Because <00:19:44.173>it's <00:19:44.300>the <00:19:44.428>internet <00:19:44.555>average <00:19:44.682>of <00:19:44.809>how <00:19:44.937>the <00:19:45.064>weather <00:19:45.191>application <00:19:45.319>should

00:19:45.510 --> 00:19:45.520 align:start position:0%
<00:19:45.510>of <00:19:45.511>how <00:19:45.513>the <00:19:45.515>weather <00:19:45.517>application <00:19:45.519>should

00:19:45.520 --> 00:19:47.110 align:start position:0%
<00:19:45.520>of <00:19:45.636>how <00:19:45.753>the <00:19:45.870>weather <00:19:45.986>application <00:19:46.103>should <00:19:46.220>look <00:19:46.336>like. <00:19:46.453>So <00:19:46.570>it's <00:19:46.686>really <00:19:46.803>funny. <00:19:46.920>We

00:19:47.110 --> 00:19:47.120 align:start position:0%
<00:19:47.110>look <00:19:47.111>like. <00:19:47.112>So <00:19:47.114>it's <00:19:47.116>really <00:19:47.117>funny. <00:19:47.119>We

00:19:47.120 --> 00:19:48.470 align:start position:0%
<00:19:47.120>look <00:19:47.230>like. <00:19:47.340>So <00:19:47.451>it's <00:19:47.561>really <00:19:47.672>funny. <00:19:47.782>We <00:19:47.893>tried <00:19:48.003>that <00:19:48.114>approach <00:19:48.224>also <00:19:48.335>against

00:19:48.470 --> 00:19:48.480 align:start position:0%
<00:19:48.470>tried <00:19:48.472>that <00:19:48.474>approach <00:19:48.476>also <00:19:48.479>against

00:19:48.480 --> 00:19:51.110 align:start position:0%
<00:19:48.480>tried <00:19:48.620>that <00:19:48.760>approach <00:19:48.900>also <00:19:49.040>against <00:19:49.180>different <00:19:49.320>agents. <00:19:49.460>So <00:19:49.600>like <00:19:49.740>uh <00:19:49.880>different

00:19:51.110 --> 00:19:51.120 align:start position:0%
<00:19:51.110>different <00:19:51.111>agents. <00:19:51.113>So <00:19:51.115>like <00:19:51.117>uh <00:19:51.119>different

00:19:51.120 --> 00:19:53.510 align:start position:0%
<00:19:51.120>different <00:19:51.247>agents. <00:19:51.374>So <00:19:51.501>like <00:19:51.629>uh <00:19:51.756>different <00:19:51.883>completely <00:19:52.010>models <00:19:52.138>and <00:19:52.265>they <00:19:52.392>produce <00:19:52.520>the

00:19:53.510 --> 00:19:53.520 align:start position:0%
<00:19:53.510>completely <00:19:53.511>models <00:19:53.513>and <00:19:53.515>they <00:19:53.517>produce <00:19:53.519>the

00:19:53.520 --> 00:19:55.510 align:start position:0%
<00:19:53.520>completely <00:19:53.636>models <00:19:53.753>and <00:19:53.870>they <00:19:53.986>produce <00:19:54.103>the <00:19:54.220>same <00:19:54.336>output. <00:19:54.453>So <00:19:54.570>really <00:19:54.686>similar. <00:19:54.803>So <00:19:54.920>so

00:19:55.510 --> 00:19:55.520 align:start position:0%
<00:19:55.510>same <00:19:55.511>output. <00:19:55.513>So <00:19:55.514>really <00:19:55.516>similar. <00:19:55.517>So <00:19:55.519>so

00:19:55.520 --> 00:19:57.110 align:start position:0%
<00:19:55.520>same <00:19:55.636>output. <00:19:55.753>So <00:19:55.870>really <00:19:55.986>similar. <00:19:56.103>So <00:19:56.220>so <00:19:56.336>the <00:19:56.453>internet <00:19:56.570>average <00:19:56.686>is <00:19:56.803>really <00:19:56.920>guiding

00:19:57.110 --> 00:19:57.120 align:start position:0%
<00:19:57.110>the <00:19:57.111>internet <00:19:57.113>average <00:19:57.115>is <00:19:57.117>really <00:19:57.119>guiding

00:19:57.120 --> 00:19:59.510 align:start position:0%
<00:19:57.120>the <00:19:57.227>internet <00:19:57.335>average <00:19:57.443>is <00:19:57.550>really <00:19:57.658>guiding <00:19:57.766>it <00:19:57.873>to <00:19:57.981>the <00:19:58.089>run <00:19:58.196>one <00:19:58.304>direction. <00:19:58.412>So <00:19:58.520>even

00:19:59.510 --> 00:19:59.520 align:start position:0%
<00:19:59.510>it <00:19:59.511>to <00:19:59.512>the <00:19:59.513>run <00:19:59.515>one <00:19:59.516>direction. <00:19:59.517>So <00:19:59.519>even

00:19:59.520 --> 00:20:00.870 align:start position:0%
<00:19:59.520>it <00:19:59.621>to <00:19:59.722>the <00:19:59.823>run <00:19:59.925>one <00:20:00.026>direction. <00:20:00.127>So <00:20:00.228>even <00:20:00.330>though <00:20:00.431>those <00:20:00.532>applications <00:20:00.633>looks <00:20:00.735>very

00:20:00.870 --> 00:20:00.880 align:start position:0%
<00:20:00.870>though <00:20:00.872>those <00:20:00.874>applications <00:20:00.876>looks <00:20:00.879>very

00:20:00.880 --> 00:20:02.710 align:start position:0%
<00:20:00.880>though <00:20:01.035>those <00:20:01.191>applications <00:20:01.346>looks <00:20:01.502>very <00:20:01.657>similar, <00:20:01.813>we <00:20:01.968>can <00:20:02.124>see <00:20:02.280>multiple

00:20:02.710 --> 00:20:02.720 align:start position:0%
<00:20:02.710>similar, <00:20:02.712>we <00:20:02.714>can <00:20:02.716>see <00:20:02.719>multiple

00:20:02.720 --> 00:20:04.070 align:start position:0%
<00:20:02.720>similar, <00:20:02.855>we <00:20:02.990>can <00:20:03.125>see <00:20:03.260>multiple <00:20:03.395>differences. <00:20:03.530>The <00:20:03.665>framework <00:20:03.800>that <00:20:03.935>I'm

00:20:04.070 --> 00:20:04.080 align:start position:0%
<00:20:04.070>differences. <00:20:04.072>The <00:20:04.074>framework <00:20:04.076>that <00:20:04.079>I'm

00:20:04.080 --> 00:20:07.029 align:start position:0%
<00:20:04.080>differences. <00:20:04.196>The <00:20:04.313>framework <00:20:04.429>that <00:20:04.546>I'm <00:20:04.663>using <00:20:04.780>on <00:20:04.896>the <00:20:05.013>left <00:20:05.129>hand <00:20:05.246>side <00:20:05.363>provided <00:20:05.480>the

00:20:07.029 --> 00:20:07.039 align:start position:0%
<00:20:07.029>using <00:20:07.030>on <00:20:07.031>the <00:20:07.032>left <00:20:07.034>hand <00:20:07.035>side <00:20:07.036>provided <00:20:07.038>the

00:20:07.039 --> 00:20:10.630 align:start position:0%
<00:20:07.039>using <00:20:07.166>on <00:20:07.293>the <00:20:07.420>left <00:20:07.548>hand <00:20:07.675>side <00:20:07.802>provided <00:20:07.929>the <00:20:08.057>integration <00:20:08.184>layer <00:20:08.311>free <00:20:08.439>implementation.

00:20:10.630 --> 00:20:10.640 align:start position:0%
<00:20:10.630>integration <00:20:10.633>layer <00:20:10.636>free <00:20:10.639>implementation.

00:20:10.640 --> 00:20:12.470 align:start position:0%
<00:20:10.640>integration <00:20:10.767>layer <00:20:10.894>free <00:20:11.021>implementation. <00:20:11.149>So <00:20:11.276>whatever <00:20:11.403>I <00:20:11.530>have <00:20:11.658>here <00:20:11.785>are <00:20:11.912>just <00:20:12.040>the

00:20:12.470 --> 00:20:12.480 align:start position:0%
<00:20:12.470>So <00:20:12.471>whatever <00:20:12.472>I <00:20:12.473>have <00:20:12.475>here <00:20:12.476>are <00:20:12.477>just <00:20:12.479>the

00:20:12.480 --> 00:20:15.029 align:start position:0%
<00:20:12.480>So <00:20:12.587>whatever <00:20:12.695>I <00:20:12.803>have <00:20:12.910>here <00:20:13.018>are <00:20:13.126>just <00:20:13.233>the <00:20:13.341>public <00:20:13.449>static <00:20:13.556>methods <00:20:13.664>that <00:20:13.772>are <00:20:13.880>becoming

00:20:15.029 --> 00:20:15.039 align:start position:0%
<00:20:15.029>public <00:20:15.030>static <00:20:15.032>methods <00:20:15.034>that <00:20:15.036>are <00:20:15.038>becoming

00:20:15.039 --> 00:20:17.270 align:start position:0%
<00:20:15.039>public <00:20:15.179>static <00:20:15.319>methods <00:20:15.459>that <00:20:15.599>are <00:20:15.739>becoming <00:20:15.879>immediately <00:20:16.019>remotely <00:20:16.158>callable <00:20:16.299>and <00:20:16.439>the

00:20:17.270 --> 00:20:17.280 align:start position:0%
<00:20:17.270>immediately <00:20:17.272>remotely <00:20:17.274>callable <00:20:17.276>and <00:20:17.279>the

00:20:17.280 --> 00:20:19.190 align:start position:0%
<00:20:17.280>immediately <00:20:17.407>remotely <00:20:17.534>callable <00:20:17.661>and <00:20:17.789>the <00:20:17.916>call <00:20:18.043>to <00:20:18.170>the <00:20:18.298>external <00:20:18.425>service <00:20:18.552>is <00:20:18.680>just

00:20:19.190 --> 00:20:19.200 align:start position:0%
<00:20:19.190>call <00:20:19.191>to <00:20:19.193>the <00:20:19.194>external <00:20:19.196>service <00:20:19.197>is <00:20:19.199>just

00:20:19.200 --> 00:20:22.549 align:start position:0%
<00:20:19.200>call <00:20:19.293>to <00:20:19.386>the <00:20:19.480>external <00:20:19.573>service <00:20:19.666>is <00:20:19.760>just <00:20:19.853>also <00:20:19.946>a <00:20:20.040>method. <00:20:20.133>When <00:20:20.226>we <00:20:20.320>look <00:20:20.413>at <00:20:20.506>the <00:20:20.600>same

00:20:22.549 --> 00:20:22.559 align:start position:0%
<00:20:22.549>also <00:20:22.550>a <00:20:22.551>method. <00:20:22.552>When <00:20:22.553>we <00:20:22.554>look <00:20:22.555>at <00:20:22.556>the <00:20:22.558>same

00:20:22.559 --> 00:20:25.270 align:start position:0%
<00:20:22.559>also <00:20:22.652>a <00:20:22.745>method. <00:20:22.839>When <00:20:22.932>we <00:20:23.025>look <00:20:23.119>at <00:20:23.212>the <00:20:23.305>same <00:20:23.399>thing <00:20:23.492>on <00:20:23.585>the <00:20:23.678>other <00:20:23.772>system, <00:20:23.865>the <00:20:23.959>weather

00:20:25.270 --> 00:20:25.280 align:start position:0%
<00:20:25.270>thing <00:20:25.271>on <00:20:25.273>the <00:20:25.274>other <00:20:25.276>system, <00:20:25.277>the <00:20:25.279>weather

00:20:25.280 --> 00:20:26.789 align:start position:0%
<00:20:25.280>thing <00:20:25.474>on <00:20:25.668>the <00:20:25.862>other <00:20:26.056>system, <00:20:26.250>the <00:20:26.444>weather <00:20:26.638>service,

00:20:26.789 --> 00:20:26.799 align:start position:0%
service,

00:20:26.799 --> 00:20:28.470 align:start position:0%
<00:20:26.799>service, <00:20:26.999>there <00:20:27.199>is <00:20:27.399>a <00:20:27.599>controller, <00:20:27.799>there <00:20:27.999>is <00:20:28.199>an

00:20:28.470 --> 00:20:28.480 align:start position:0%
<00:20:28.470>there <00:20:28.471>is <00:20:28.473>a <00:20:28.474>controller, <00:20:28.476>there <00:20:28.477>is <00:20:28.479>an

00:20:28.480 --> 00:20:34.070 align:start position:0%
<00:20:28.480>there <00:20:28.607>is <00:20:28.734>a <00:20:28.861>controller, <00:20:28.989>there <00:20:29.116>is <00:20:29.243>an <00:20:29.370>response, <00:20:29.498>there's <00:20:29.625>a <00:20:29.752>uh <00:20:29.880>services,

00:20:34.070 --> 00:20:34.080 align:start position:0%
<00:20:34.070>response, <00:20:34.072>there's <00:20:34.074>a <00:20:34.076>uh <00:20:34.079>services,

00:20:34.080 --> 00:20:36.950 align:start position:0%
<00:20:34.080>response, <00:20:34.220>there's <00:20:34.360>a <00:20:34.500>uh <00:20:34.639>services, <00:20:34.780>okay, <00:20:34.919>an <00:20:35.060>external <00:20:35.199>weather <00:20:35.340>client <00:20:35.480>which

00:20:36.950 --> 00:20:36.960 align:start position:0%
<00:20:36.950>okay, <00:20:36.951>an <00:20:36.953>external <00:20:36.955>weather <00:20:36.957>client <00:20:36.959>which

00:20:36.960 --> 00:20:39.830 align:start position:0%
<00:20:36.960>okay, <00:20:37.076>an <00:20:37.193>external <00:20:37.310>weather <00:20:37.426>client <00:20:37.543>which <00:20:37.660>generated <00:20:37.776>the <00:20:37.893>quite <00:20:38.010>long <00:20:38.126>amount <00:20:38.243>of <00:20:38.360>code

00:20:39.830 --> 00:20:39.840 align:start position:0%
<00:20:39.830>generated <00:20:39.831>the <00:20:39.832>quite <00:20:39.834>long <00:20:39.836>amount <00:20:39.837>of <00:20:39.839>code

00:20:39.840 --> 00:20:42.950 align:start position:0%
<00:20:39.840>generated <00:20:39.947>the <00:20:40.055>quite <00:20:40.163>long <00:20:40.270>amount <00:20:40.378>of <00:20:40.486>code <00:20:40.593>to <00:20:40.701>retrieve <00:20:40.809>the <00:20:40.916>weather <00:20:41.024>through <00:20:41.132>the <00:20:41.240>rest

00:20:42.950 --> 00:20:42.960 align:start position:0%
<00:20:42.950>to <00:20:42.951>retrieve <00:20:42.953>the <00:20:42.954>weather <00:20:42.956>through <00:20:42.957>the <00:20:42.959>rest

00:20:42.960 --> 00:20:45.669 align:start position:0%
<00:20:42.960>to <00:20:43.067>retrieve <00:20:43.175>the <00:20:43.283>weather <00:20:43.390>through <00:20:43.498>the <00:20:43.606>rest <00:20:43.713>request. <00:20:43.821>So <00:20:43.929>what <00:20:44.036>is <00:20:44.144>the <00:20:44.252>difference <00:20:44.360>in

00:20:45.669 --> 00:20:45.679 align:start position:0%
<00:20:45.669>request. <00:20:45.670>So <00:20:45.672>what <00:20:45.673>is <00:20:45.675>the <00:20:45.676>difference <00:20:45.678>in

00:20:45.679 --> 00:20:50.870 align:start position:0%
<00:20:45.679>request. <00:20:45.795>So <00:20:45.912>what <00:20:46.029>is <00:20:46.145>the <00:20:46.262>difference <00:20:46.379>in <00:20:46.495>numbers <00:20:46.612>if <00:20:46.729>we <00:20:46.845>compare <00:20:46.962>the <00:20:47.079>two?

00:20:50.880 --> 00:20:55.029 align:start position:0%
<00:20:50.880>So <00:20:51.035>the <00:20:51.191>change <00:20:51.346>can <00:20:51.502>be <00:20:51.657>as <00:20:51.813>much <00:20:51.968>as <00:20:52.124>50% <00:20:52.280>less

00:20:55.029 --> 00:20:55.039 align:start position:0%
<00:20:55.029>So <00:20:55.030>the <00:20:55.031>change <00:20:55.032>can <00:20:55.033>be <00:20:55.034>as <00:20:55.035>much <00:20:55.036>as <00:20:55.037>50% <00:20:55.038>less

00:20:55.039 --> 00:20:59.190 align:start position:0%
<00:20:55.039>So <00:20:55.116>the <00:20:55.194>change <00:20:55.272>can <00:20:55.350>be <00:20:55.427>as <00:20:55.505>much <00:20:55.583>as <00:20:55.661>50% <00:20:55.739>less <00:20:55.816>of <00:20:55.894>a <00:20:55.972>code <00:20:56.050>in <00:20:56.127>the <00:20:56.205>client <00:20:56.283>side <00:20:56.361>and <00:20:56.439>50%

00:20:59.190 --> 00:20:59.200 align:start position:0%
<00:20:59.190>of <00:20:59.191>a <00:20:59.192>code <00:20:59.193>in <00:20:59.194>the <00:20:59.195>client <00:20:59.196>side <00:20:59.197>and <00:20:59.199>50%

00:20:59.200 --> 00:21:02.230 align:start position:0%
<00:20:59.200>of <00:20:59.282>a <00:20:59.364>code <00:20:59.447>in <00:20:59.529>the <00:20:59.611>client <00:20:59.694>side <00:20:59.776>and <00:20:59.858>50% <00:20:59.941>less <00:21:00.023>of <00:21:00.105>the <00:21:00.188>code <00:21:00.270>on <00:21:00.352>the <00:21:00.435>server <00:21:00.517>side. <00:21:00.600>And

00:21:02.230 --> 00:21:02.240 align:start position:0%
<00:21:02.230>less <00:21:02.231>of <00:21:02.232>the <00:21:02.233>code <00:21:02.234>on <00:21:02.235>the <00:21:02.236>server <00:21:02.237>side. <00:21:02.239>And

00:21:02.240 --> 00:21:04.149 align:start position:0%
<00:21:02.240>less <00:21:02.333>of <00:21:02.426>the <00:21:02.520>code <00:21:02.613>on <00:21:02.706>the <00:21:02.800>server <00:21:02.893>side. <00:21:02.986>And <00:21:03.080>why <00:21:03.173>I'm <00:21:03.266>showing <00:21:03.360>this, <00:21:03.453>it's <00:21:03.546>not <00:21:03.640>about

00:21:04.149 --> 00:21:04.159 align:start position:0%
<00:21:04.149>why <00:21:04.150>I'm <00:21:04.152>showing <00:21:04.153>this, <00:21:04.155>it's <00:21:04.156>not <00:21:04.158>about

00:21:04.159 --> 00:21:05.830 align:start position:0%
<00:21:04.159>why <00:21:04.275>I'm <00:21:04.392>showing <00:21:04.509>this, <00:21:04.625>it's <00:21:04.742>not <00:21:04.859>about <00:21:04.975>exactly <00:21:05.092>this <00:21:05.209>framework. <00:21:05.325>I'm <00:21:05.442>showing <00:21:05.559>you

00:21:05.830 --> 00:21:05.840 align:start position:0%
<00:21:05.830>exactly <00:21:05.831>this <00:21:05.833>framework. <00:21:05.835>I'm <00:21:05.837>showing <00:21:05.839>you

00:21:05.840 --> 00:21:08.710 align:start position:0%
<00:21:05.840>exactly <00:21:05.967>this <00:21:06.094>framework. <00:21:06.221>I'm <00:21:06.349>showing <00:21:06.476>you <00:21:06.603>this <00:21:06.730>because <00:21:06.858>when <00:21:06.985>you <00:21:07.112>experiment <00:21:07.240>with

00:21:08.710 --> 00:21:08.720 align:start position:0%
<00:21:08.710>this <00:21:08.711>because <00:21:08.713>when <00:21:08.715>you <00:21:08.717>experiment <00:21:08.719>with

00:21:08.720 --> 00:21:11.190 align:start position:0%
<00:21:08.720>this <00:21:08.860>because <00:21:09.000>when <00:21:09.140>you <00:21:09.280>experiment <00:21:09.420>with <00:21:09.560>different <00:21:09.700>solutions, <00:21:09.840>these <00:21:09.980>results <00:21:10.120>are

00:21:11.190 --> 00:21:11.200 align:start position:0%
<00:21:11.190>different <00:21:11.192>solutions, <00:21:11.194>these <00:21:11.196>results <00:21:11.199>are

00:21:11.200 --> 00:21:15.029 align:start position:0%
<00:21:11.200>different <00:21:11.340>solutions, <00:21:11.480>these <00:21:11.620>results <00:21:11.760>are <00:21:11.900>translating <00:21:12.040>to <00:21:12.180>50% <00:21:12.320>lower <00:21:12.460>tokens. <00:21:12.600>uh

00:21:15.029 --> 00:21:15.039 align:start position:0%
<00:21:15.029>translating <00:21:15.030>to <00:21:15.032>50% <00:21:15.034>lower <00:21:15.036>tokens. <00:21:15.038>uh

00:21:15.039 --> 00:21:16.789 align:start position:0%
<00:21:15.039>translating <00:21:15.155>to <00:21:15.272>50% <00:21:15.389>lower <00:21:15.505>tokens. <00:21:15.622>uh <00:21:15.739>because <00:21:15.855>those <00:21:15.972>tokens <00:21:16.089>when <00:21:16.205>you <00:21:16.322>have <00:21:16.439>many

00:21:16.789 --> 00:21:16.799 align:start position:0%
<00:21:16.789>because <00:21:16.790>those <00:21:16.792>tokens <00:21:16.793>when <00:21:16.795>you <00:21:16.796>have <00:21:16.798>many

00:21:16.799 --> 00:21:18.950 align:start position:0%
<00:21:16.799>because <00:21:16.939>those <00:21:17.079>tokens <00:21:17.219>when <00:21:17.359>you <00:21:17.499>have <00:21:17.639>many <00:21:17.779>microservices <00:21:17.918>are <00:21:18.059>multiplying <00:21:18.199>and

00:21:18.950 --> 00:21:18.960 align:start position:0%
<00:21:18.950>microservices <00:21:18.953>are <00:21:18.956>multiplying <00:21:18.959>and

00:21:18.960 --> 00:21:21.029 align:start position:0%
<00:21:18.960>microservices <00:21:19.115>are <00:21:19.271>multiplying <00:21:19.426>and <00:21:19.582>multiplying <00:21:19.737>for <00:21:19.893>every <00:21:20.048>task <00:21:20.204>you <00:21:20.360>are

00:21:21.029 --> 00:21:21.039 align:start position:0%
<00:21:21.029>multiplying <00:21:21.030>for <00:21:21.032>every <00:21:21.034>task <00:21:21.036>you <00:21:21.038>are

00:21:21.039 --> 00:21:22.870 align:start position:0%
<00:21:21.039>multiplying <00:21:21.179>for <00:21:21.319>every <00:21:21.459>task <00:21:21.599>you <00:21:21.739>are <00:21:21.879>asking <00:21:22.019>because <00:21:22.158>AI <00:21:22.299>traversing <00:21:22.439>through

00:21:22.870 --> 00:21:22.880 align:start position:0%
<00:21:22.870>asking <00:21:22.872>because <00:21:22.874>AI <00:21:22.876>traversing <00:21:22.879>through

00:21:22.880 --> 00:21:24.630 align:start position:0%
<00:21:22.880>asking <00:21:23.035>because <00:21:23.191>AI <00:21:23.346>traversing <00:21:23.502>through <00:21:23.657>your <00:21:23.813>repository <00:21:23.968>and <00:21:24.124>traversing <00:21:24.280>through

00:21:24.630 --> 00:21:24.640 align:start position:0%
<00:21:24.630>your <00:21:24.632>repository <00:21:24.634>and <00:21:24.636>traversing <00:21:24.639>through

00:21:24.640 --> 00:21:27.190 align:start position:0%
<00:21:24.640>your <00:21:24.795>repository <00:21:24.951>and <00:21:25.106>traversing <00:21:25.262>through <00:21:25.417>your <00:21:25.573>code <00:21:25.728>will <00:21:25.884>significantly <00:21:26.040>further

00:21:27.190 --> 00:21:27.200 align:start position:0%
<00:21:27.190>your <00:21:27.192>code <00:21:27.194>will <00:21:27.196>significantly <00:21:27.199>further

00:21:27.200 --> 00:21:29.510 align:start position:0%
<00:21:27.200>your <00:21:27.327>code <00:21:27.454>will <00:21:27.581>significantly <00:21:27.709>further <00:21:27.836>navigate <00:21:27.963>and <00:21:28.090>do <00:21:28.218>much <00:21:28.345>more <00:21:28.472>steps <00:21:28.600>and

00:21:29.510 --> 00:21:29.520 align:start position:0%
<00:21:29.510>navigate <00:21:29.511>and <00:21:29.513>do <00:21:29.514>much <00:21:29.516>more <00:21:29.517>steps <00:21:29.519>and

00:21:29.520 --> 00:21:32.149 align:start position:0%
<00:21:29.520>navigate <00:21:29.636>and <00:21:29.753>do <00:21:29.870>much <00:21:29.986>more <00:21:30.103>steps <00:21:30.220>and <00:21:30.336>analyzes <00:21:30.453>and <00:21:30.570>callbacks <00:21:30.686>and <00:21:30.803>returns <00:21:30.920>etc

00:21:32.149 --> 00:21:32.159 align:start position:0%
<00:21:32.149>analyzes <00:21:32.150>and <00:21:32.152>callbacks <00:21:32.154>and <00:21:32.156>returns <00:21:32.158>etc

00:21:32.159 --> 00:21:34.630 align:start position:0%
<00:21:32.159>analyzes <00:21:32.259>and <00:21:32.359>callbacks <00:21:32.459>and <00:21:32.559>returns <00:21:32.659>etc <00:21:32.759>to <00:21:32.859>get <00:21:32.959>the <00:21:33.059>result <00:21:33.159>to <00:21:33.259>check <00:21:33.359>it <00:21:33.459>on <00:21:33.559>your

00:21:34.630 --> 00:21:34.640 align:start position:0%
<00:21:34.630>to <00:21:34.631>get <00:21:34.632>the <00:21:34.633>result <00:21:34.634>to <00:21:34.635>check <00:21:34.636>it <00:21:34.637>on <00:21:34.639>your

00:21:34.640 --> 00:21:39.430 align:start position:0%
<00:21:34.640>to <00:21:34.733>get <00:21:34.826>the <00:21:34.920>result <00:21:35.013>to <00:21:35.106>check <00:21:35.200>it <00:21:35.293>on <00:21:35.386>your <00:21:35.480>own <00:21:35.573>in <00:21:35.666>the <00:21:35.760>tools <00:21:35.853>like <00:21:35.946>uh <00:21:36.040>the

00:21:39.430 --> 00:21:39.440 align:start position:0%
<00:21:39.430>own <00:21:39.431>in <00:21:39.433>the <00:21:39.434>tools <00:21:39.436>like <00:21:39.437>uh <00:21:39.439>the

00:21:39.440 --> 00:21:43.350 align:start position:0%
<00:21:39.440>own <00:21:39.540>in <00:21:39.640>the <00:21:39.740>tools <00:21:39.840>like <00:21:39.940>uh <00:21:40.040>the <00:21:40.140>uh <00:21:40.240>like <00:21:40.340>like <00:21:40.440>cursor <00:21:40.540>you <00:21:40.640>can <00:21:40.740>easily <00:21:40.840>uh

00:21:43.350 --> 00:21:43.360 align:start position:0%
<00:21:43.350>uh <00:21:43.351>like <00:21:43.352>like <00:21:43.353>cursor <00:21:43.355>you <00:21:43.356>can <00:21:43.357>easily <00:21:43.359>uh

00:21:43.360 --> 00:21:46.549 align:start position:0%
<00:21:43.360>uh <00:21:43.453>like <00:21:43.546>like <00:21:43.639>cursor <00:21:43.733>you <00:21:43.826>can <00:21:43.919>easily <00:21:44.013>uh <00:21:44.106>you <00:21:44.199>can <00:21:44.293>easily <00:21:44.386>see <00:21:44.479>the <00:21:44.573>amounts <00:21:44.666>of <00:21:44.760>tokens

00:21:46.549 --> 00:21:46.559 align:start position:0%
<00:21:46.549>you <00:21:46.550>can <00:21:46.551>easily <00:21:46.552>see <00:21:46.554>the <00:21:46.555>amounts <00:21:46.556>of <00:21:46.558>tokens

00:21:46.559 --> 00:21:49.190 align:start position:0%
<00:21:46.559>you <00:21:46.658>can <00:21:46.759>easily <00:21:46.859>see <00:21:46.959>the <00:21:47.059>amounts <00:21:47.158>of <00:21:47.259>tokens <00:21:47.359>that <00:21:47.459>are <00:21:47.559>consumed <00:21:47.658>in <00:21:47.759>a <00:21:47.859>special <00:21:47.959>special

00:21:49.190 --> 00:21:49.200 align:start position:0%
<00:21:49.190>that <00:21:49.191>are <00:21:49.193>consumed <00:21:49.194>in <00:21:49.196>a <00:21:49.197>special <00:21:49.199>special

00:21:49.200 --> 00:21:53.029 align:start position:0%
<00:21:49.200>that <00:21:49.300>are <00:21:49.400>consumed <00:21:49.500>in <00:21:49.600>a <00:21:49.700>special <00:21:49.800>special <00:21:49.900>reports. <00:21:50.000>So <00:21:50.100>if <00:21:50.200>I <00:21:50.300>navigate <00:21:50.400>to <00:21:50.500>my <00:21:50.600>cursor,

00:21:53.029 --> 00:21:53.039 align:start position:0%
<00:21:53.029>reports. <00:21:53.030>So <00:21:53.031>if <00:21:53.032>I <00:21:53.034>navigate <00:21:53.035>to <00:21:53.036>my <00:21:53.038>cursor,

00:21:53.039 --> 00:21:56.630 align:start position:0%
<00:21:53.039>reports. <00:21:53.116>So <00:21:53.194>if <00:21:53.272>I <00:21:53.350>navigate <00:21:53.427>to <00:21:53.505>my <00:21:53.583>cursor, <00:21:53.661>I <00:21:53.739>can <00:21:53.816>click <00:21:53.894>oh <00:21:53.972>on <00:21:54.050>it <00:21:54.127>some <00:21:54.205>any <00:21:54.283>job <00:21:54.361>that <00:21:54.439>a

00:21:56.630 --> 00:21:56.640 align:start position:0%
<00:21:56.630>I <00:21:56.630>can <00:21:56.631>click <00:21:56.632>oh <00:21:56.633>on <00:21:56.634>it <00:21:56.635>some <00:21:56.636>any <00:21:56.637>job <00:21:56.638>that <00:21:56.639>a

00:21:56.640 --> 00:21:59.270 align:start position:0%
<00:21:56.640>I <00:21:56.767>can <00:21:56.894>click <00:21:57.021>oh <00:21:57.149>on <00:21:57.276>it <00:21:57.403>some <00:21:57.530>any <00:21:57.658>job <00:21:57.785>that <00:21:57.912>a <00:21:58.040>generated

00:21:59.270 --> 00:21:59.280 align:start position:0%
generated

00:21:59.280 --> 00:22:02.070 align:start position:0%
<00:21:59.280>generated <00:21:59.455>the <00:21:59.629>report <00:21:59.805>task <00:21:59.980>and <00:22:00.155>then <00:22:00.330>the <00:22:00.504>context. <00:22:00.680>I

00:22:02.070 --> 00:22:02.080 align:start position:0%
<00:22:02.070>the <00:22:02.071>report <00:22:02.072>task <00:22:02.073>and <00:22:02.075>then <00:22:02.076>the <00:22:02.077>context. <00:22:02.079>I

00:22:02.080 --> 00:22:04.070 align:start position:0%
<00:22:02.080>the <00:22:02.173>report <00:22:02.266>task <00:22:02.360>and <00:22:02.453>then <00:22:02.546>the <00:22:02.639>context. <00:22:02.733>I <00:22:02.826>see <00:22:02.919>how <00:22:03.013>much <00:22:03.106>it <00:22:03.199>was <00:22:03.293>consumed <00:22:03.386>by <00:22:03.480>also

00:22:04.070 --> 00:22:04.080 align:start position:0%
<00:22:04.070>see <00:22:04.071>how <00:22:04.072>much <00:22:04.073>it <00:22:04.075>was <00:22:04.076>consumed <00:22:04.077>by <00:22:04.079>also

00:22:04.080 --> 00:22:06.070 align:start position:0%
<00:22:04.080>see <00:22:04.187>how <00:22:04.295>much <00:22:04.403>it <00:22:04.510>was <00:22:04.618>consumed <00:22:04.726>by <00:22:04.833>also <00:22:04.941>have <00:22:05.049>a <00:22:05.156>detailed <00:22:05.264>report <00:22:05.372>winner <00:22:05.480>when

00:22:06.070 --> 00:22:06.080 align:start position:0%
<00:22:06.070>have <00:22:06.071>a <00:22:06.073>detailed <00:22:06.075>report <00:22:06.077>winner <00:22:06.079>when

00:22:06.080 --> 00:22:07.909 align:start position:0%
<00:22:06.080>have <00:22:06.187>a <00:22:06.295>detailed <00:22:06.403>report <00:22:06.510>winner <00:22:06.618>when <00:22:06.726>showing <00:22:06.833>me <00:22:06.941>exactly <00:22:07.049>step <00:22:07.156>by <00:22:07.264>step <00:22:07.372>how <00:22:07.480>it

00:22:07.909 --> 00:22:07.919 align:start position:0%
<00:22:07.909>showing <00:22:07.910>me <00:22:07.911>exactly <00:22:07.912>step <00:22:07.914>by <00:22:07.915>step <00:22:07.916>how <00:22:07.918>it

00:22:07.919 --> 00:22:10.149 align:start position:0%
<00:22:07.919>showing <00:22:08.012>me <00:22:08.105>exactly <00:22:08.199>step <00:22:08.292>by <00:22:08.385>step <00:22:08.479>how <00:22:08.572>it <00:22:08.665>was <00:22:08.759>thinking <00:22:08.852>and <00:22:08.945>how <00:22:09.039>much <00:22:09.132>of <00:22:09.225>the <00:22:09.319>tokens

00:22:10.149 --> 00:22:10.159 align:start position:0%
<00:22:10.149>was <00:22:10.150>thinking <00:22:10.151>and <00:22:10.152>how <00:22:10.154>much <00:22:10.155>of <00:22:10.156>the <00:22:10.158>tokens

00:22:10.159 --> 00:22:13.029 align:start position:0%
<00:22:10.159>was <00:22:10.252>thinking <00:22:10.345>and <00:22:10.439>how <00:22:10.532>much <00:22:10.625>of <00:22:10.719>the <00:22:10.812>tokens <00:22:10.905>it <00:22:10.999>was <00:22:11.092>using. <00:22:11.185>So <00:22:11.279>you <00:22:11.372>can <00:22:11.465>use <00:22:11.559>these

00:22:13.029 --> 00:22:13.039 align:start position:0%
<00:22:13.029>it <00:22:13.030>was <00:22:13.031>using. <00:22:13.032>So <00:22:13.034>you <00:22:13.035>can <00:22:13.036>use <00:22:13.038>these

00:22:13.039 --> 00:22:15.510 align:start position:0%
<00:22:13.039>it <00:22:13.146>was <00:22:13.254>using. <00:22:13.362>So <00:22:13.469>you <00:22:13.577>can <00:22:13.685>use <00:22:13.792>these <00:22:13.900>approaches <00:22:14.008>to <00:22:14.115>validate <00:22:14.223>if <00:22:14.331>the <00:22:14.439>solutions

00:22:15.510 --> 00:22:15.520 align:start position:0%
<00:22:15.510>approaches <00:22:15.511>to <00:22:15.513>validate <00:22:15.515>if <00:22:15.517>the <00:22:15.519>solutions

00:22:15.520 --> 00:22:17.750 align:start position:0%
<00:22:15.520>approaches <00:22:15.627>to <00:22:15.735>validate <00:22:15.843>if <00:22:15.950>the <00:22:16.058>solutions <00:22:16.166>you <00:22:16.273>selected <00:22:16.381>are <00:22:16.489>good <00:22:16.596>and <00:22:16.704>if <00:22:16.812>they <00:22:16.920>are

00:22:17.750 --> 00:22:17.760 align:start position:0%
<00:22:17.750>you <00:22:17.751>selected <00:22:17.752>are <00:22:17.753>good <00:22:17.755>and <00:22:17.756>if <00:22:17.757>they <00:22:17.759>are

00:22:17.760 --> 00:22:19.909 align:start position:0%
<00:22:17.760>you <00:22:17.860>selected <00:22:17.960>are <00:22:18.060>good <00:22:18.160>and <00:22:18.260>if <00:22:18.360>they <00:22:18.460>are <00:22:18.560>leading <00:22:18.660>to <00:22:18.760>reduce <00:22:18.860>the <00:22:18.960>amount <00:22:19.060>of <00:22:19.160>tokens

00:22:19.909 --> 00:22:19.919 align:start position:0%
<00:22:19.909>leading <00:22:19.910>to <00:22:19.912>reduce <00:22:19.913>the <00:22:19.915>amount <00:22:19.916>of <00:22:19.918>tokens

00:22:19.919 --> 00:22:22.470 align:start position:0%
<00:22:19.919>leading <00:22:20.019>to <00:22:20.119>reduce <00:22:20.219>the <00:22:20.319>amount <00:22:20.419>of <00:22:20.519>tokens <00:22:20.619>and <00:22:20.719>why <00:22:20.819>I'm <00:22:20.919>saying <00:22:21.019>so <00:22:21.119>much <00:22:21.219>about <00:22:21.319>uh

00:22:22.470 --> 00:22:22.480 align:start position:0%
<00:22:22.470>and <00:22:22.471>why <00:22:22.472>I'm <00:22:22.473>saying <00:22:22.475>so <00:22:22.476>much <00:22:22.477>about <00:22:22.479>uh

00:22:22.480 --> 00:22:24.390 align:start position:0%
<00:22:22.480>and <00:22:22.587>why <00:22:22.695>I'm <00:22:22.803>saying <00:22:22.910>so <00:22:23.018>much <00:22:23.126>about <00:22:23.233>uh <00:22:23.341>context <00:22:23.449>efficiency <00:22:23.556>and <00:22:23.664>tokens <00:22:23.772>and <00:22:23.880>even

00:22:24.390 --> 00:22:24.400 align:start position:0%
<00:22:24.390>context <00:22:24.391>efficiency <00:22:24.393>and <00:22:24.395>tokens <00:22:24.397>and <00:22:24.399>even

00:22:24.400 --> 00:22:25.830 align:start position:0%
<00:22:24.400>context <00:22:24.517>efficiency <00:22:24.634>and <00:22:24.751>tokens <00:22:24.868>and <00:22:24.985>even <00:22:25.102>more <00:22:25.219>about <00:22:25.336>the <00:22:25.453>tokens. <00:22:25.570>The <00:22:25.687>context

00:22:25.830 --> 00:22:25.840 align:start position:0%
<00:22:25.830>more <00:22:25.831>about <00:22:25.833>the <00:22:25.835>tokens. <00:22:25.837>The <00:22:25.839>context

00:22:25.840 --> 00:22:27.510 align:start position:0%
<00:22:25.840>more <00:22:25.980>about <00:22:26.120>the <00:22:26.260>tokens. <00:22:26.399>The <00:22:26.540>context <00:22:26.679>efficiency <00:22:26.820>is <00:22:26.959>a <00:22:27.100>decreasing <00:22:27.240>problem

00:22:27.510 --> 00:22:27.520 align:start position:0%
<00:22:27.510>efficiency <00:22:27.512>is <00:22:27.514>a <00:22:27.516>decreasing <00:22:27.519>problem

00:22:27.520 --> 00:22:28.950 align:start position:0%
<00:22:27.520>efficiency <00:22:27.637>is <00:22:27.754>a <00:22:27.871>decreasing <00:22:27.988>problem <00:22:28.105>because <00:22:28.222>the <00:22:28.339>new <00:22:28.456>models <00:22:28.573>have <00:22:28.690>a <00:22:28.807>bigger

00:22:28.950 --> 00:22:28.960 align:start position:0%
<00:22:28.950>because <00:22:28.951>the <00:22:28.953>new <00:22:28.954>models <00:22:28.956>have <00:22:28.957>a <00:22:28.959>bigger

00:22:28.960 --> 00:22:30.470 align:start position:0%
<00:22:28.960>because <00:22:29.073>the <00:22:29.186>new <00:22:29.299>models <00:22:29.413>have <00:22:29.526>a <00:22:29.639>bigger <00:22:29.752>context <00:22:29.866>and <00:22:29.979>bigger <00:22:30.092>and <00:22:30.205>bigger <00:22:30.319>probably

00:22:30.470 --> 00:22:30.480 align:start position:0%
<00:22:30.470>context <00:22:30.471>and <00:22:30.473>bigger <00:22:30.475>and <00:22:30.477>bigger <00:22:30.479>probably

00:22:30.480 --> 00:22:32.390 align:start position:0%
<00:22:30.480>context <00:22:30.607>and <00:22:30.734>bigger <00:22:30.861>and <00:22:30.989>bigger <00:22:31.116>probably <00:22:31.243>it <00:22:31.370>will <00:22:31.498>continue <00:22:31.625>increasing. <00:22:31.752>Of <00:22:31.880>course,

00:22:32.390 --> 00:22:32.400 align:start position:0%
<00:22:32.390>it <00:22:32.391>will <00:22:32.393>continue <00:22:32.395>increasing. <00:22:32.397>Of <00:22:32.399>course,

00:22:32.400 --> 00:22:34.470 align:start position:0%
<00:22:32.400>it <00:22:32.507>will <00:22:32.615>continue <00:22:32.723>increasing. <00:22:32.830>Of <00:22:32.938>course, <00:22:33.046>the <00:22:33.153>co <00:22:33.261>token <00:22:33.369>cost <00:22:33.476>is <00:22:33.584>also <00:22:33.692>going <00:22:33.800>down,

00:22:34.470 --> 00:22:34.480 align:start position:0%
<00:22:34.470>the <00:22:34.471>co <00:22:34.472>token <00:22:34.473>cost <00:22:34.475>is <00:22:34.476>also <00:22:34.477>going <00:22:34.479>down,

00:22:34.480 --> 00:22:37.190 align:start position:0%
<00:22:34.480>the <00:22:34.596>co <00:22:34.713>token <00:22:34.830>cost <00:22:34.946>is <00:22:35.063>also <00:22:35.180>going <00:22:35.296>down, <00:22:35.413>but <00:22:35.530>the <00:22:35.646>difference <00:22:35.763>between <00:22:35.880>organizations

00:22:37.190 --> 00:22:37.200 align:start position:0%
<00:22:37.190>but <00:22:37.192>the <00:22:37.194>difference <00:22:37.196>between <00:22:37.199>organizations

00:22:37.200 --> 00:22:39.669 align:start position:0%
<00:22:37.200>but <00:22:37.316>the <00:22:37.433>difference <00:22:37.550>between <00:22:37.666>organizations <00:22:37.783>will <00:22:37.900>be <00:22:38.016>that <00:22:38.133>the <00:22:38.250>organization <00:22:38.366>that <00:22:38.483>has <00:22:38.600>a

00:22:39.669 --> 00:22:39.679 align:start position:0%
<00:22:39.669>will <00:22:39.670>be <00:22:39.671>that <00:22:39.672>the <00:22:39.674>organization <00:22:39.675>that <00:22:39.676>has <00:22:39.678>a

00:22:39.679 --> 00:22:42.070 align:start position:0%
<00:22:39.679>will <00:22:39.779>be <00:22:39.879>that <00:22:39.979>the <00:22:40.079>organization <00:22:40.179>that <00:22:40.279>has <00:22:40.379>a <00:22:40.479>team <00:22:40.579>that <00:22:40.679>can <00:22:40.779>most <00:22:40.879>efficiently <00:22:40.979>steer <00:22:41.079>the

00:22:42.070 --> 00:22:42.080 align:start position:0%
<00:22:42.070>team <00:22:42.071>that <00:22:42.072>can <00:22:42.074>most <00:22:42.076>efficiently <00:22:42.077>steer <00:22:42.079>the

00:22:42.080 --> 00:22:44.230 align:start position:0%
<00:22:42.080>team <00:22:42.179>that <00:22:42.280>can <00:22:42.379>most <00:22:42.480>efficiently <00:22:42.580>steer <00:22:42.679>the <00:22:42.780>machine <00:22:42.879>to <00:22:42.980>achieve <00:22:43.080>the <00:22:43.179>goals <00:22:43.280>will <00:22:43.379>be <00:22:43.480>the

00:22:44.230 --> 00:22:44.240 align:start position:0%
<00:22:44.230>machine <00:22:44.231>to <00:22:44.232>achieve <00:22:44.233>the <00:22:44.235>goals <00:22:44.236>will <00:22:44.237>be <00:22:44.239>the

00:22:44.240 --> 00:22:46.470 align:start position:0%
<00:22:44.240>machine <00:22:44.333>to <00:22:44.426>achieve <00:22:44.520>the <00:22:44.613>goals <00:22:44.706>will <00:22:44.800>be <00:22:44.893>the <00:22:44.986>one <00:22:45.080>that <00:22:45.173>will <00:22:45.266>win. <00:22:45.360>So <00:22:45.453>that <00:22:45.546>is <00:22:45.640>your

00:22:46.470 --> 00:22:46.480 align:start position:0%
<00:22:46.470>one <00:22:46.471>that <00:22:46.472>will <00:22:46.473>win. <00:22:46.475>So <00:22:46.476>that <00:22:46.477>is <00:22:46.479>your

00:22:46.480 --> 00:22:48.070 align:start position:0%
<00:22:46.480>one <00:22:46.596>that <00:22:46.713>will <00:22:46.830>win. <00:22:46.946>So <00:22:47.063>that <00:22:47.180>is <00:22:47.296>your <00:22:47.413>competitive <00:22:47.530>advantage <00:22:47.646>on <00:22:47.763>the <00:22:47.880>market

00:22:48.070 --> 00:22:48.080 align:start position:0%
<00:22:48.070>competitive <00:22:48.072>advantage <00:22:48.074>on <00:22:48.076>the <00:22:48.079>market

00:22:48.080 --> 00:22:50.149 align:start position:0%
<00:22:48.080>competitive <00:22:48.207>advantage <00:22:48.334>on <00:22:48.461>the <00:22:48.589>market <00:22:48.716>today. <00:22:48.843>how <00:22:48.970>well <00:22:49.098>you <00:22:49.225>can <00:22:49.352>steer <00:22:49.480>that

00:22:50.149 --> 00:22:50.159 align:start position:0%
<00:22:50.149>today. <00:22:50.150>how <00:22:50.152>well <00:22:50.153>you <00:22:50.155>can <00:22:50.156>steer <00:22:50.158>that

00:22:50.159 --> 00:22:52.070 align:start position:0%
<00:22:50.159>today. <00:22:50.266>how <00:22:50.374>well <00:22:50.482>you <00:22:50.589>can <00:22:50.697>steer <00:22:50.805>that <00:22:50.912>machine <00:22:51.020>to <00:22:51.128>achieve <00:22:51.235>the <00:22:51.343>goals <00:22:51.451>in <00:22:51.559>more

00:22:52.070 --> 00:22:52.080 align:start position:0%
<00:22:52.070>machine <00:22:52.071>to <00:22:52.072>achieve <00:22:52.074>the <00:22:52.076>goals <00:22:52.077>in <00:22:52.079>more

00:22:52.080 --> 00:22:54.070 align:start position:0%
<00:22:52.080>machine <00:22:52.196>to <00:22:52.313>achieve <00:22:52.429>the <00:22:52.546>goals <00:22:52.663>in <00:22:52.780>more <00:22:52.896>efficient <00:22:53.013>manner <00:22:53.129>because <00:22:53.246>you <00:22:53.363>can <00:22:53.480>imagine

00:22:54.070 --> 00:22:54.080 align:start position:0%
<00:22:54.070>efficient <00:22:54.071>manner <00:22:54.073>because <00:22:54.075>you <00:22:54.077>can <00:22:54.079>imagine

00:22:54.080 --> 00:22:57.110 align:start position:0%
<00:22:54.080>efficient <00:22:54.207>manner <00:22:54.334>because <00:22:54.461>you <00:22:54.589>can <00:22:54.716>imagine <00:22:54.843>if <00:22:54.970>every <00:22:55.098>child <00:22:55.225>every <00:22:55.352>programmer <00:22:55.480>every

00:22:57.110 --> 00:22:57.120 align:start position:0%
<00:22:57.110>if <00:22:57.111>every <00:22:57.113>child <00:22:57.115>every <00:22:57.117>programmer <00:22:57.119>every

00:22:57.120 --> 00:22:58.789 align:start position:0%
<00:22:57.120>if <00:22:57.247>every <00:22:57.374>child <00:22:57.501>every <00:22:57.629>programmer <00:22:57.756>every <00:22:57.883>person <00:22:58.010>even <00:22:58.138>not <00:22:58.265>being <00:22:58.392>can <00:22:58.520>software

00:22:58.789 --> 00:22:58.799 align:start position:0%
<00:22:58.789>person <00:22:58.790>even <00:22:58.792>not <00:22:58.794>being <00:22:58.796>can <00:22:58.798>software

00:22:58.799 --> 00:23:00.789 align:start position:0%
<00:22:58.799>person <00:22:58.906>even <00:22:59.014>not <00:22:59.122>being <00:22:59.229>can <00:22:59.337>software <00:22:59.445>engineer <00:22:59.552>can <00:22:59.660>now <00:22:59.768>prompt <00:22:59.875>AI <00:22:59.983>to <00:23:00.091>get <00:23:00.199>the

00:23:00.789 --> 00:23:00.799 align:start position:0%
<00:23:00.789>engineer <00:23:00.790>can <00:23:00.791>now <00:23:00.792>prompt <00:23:00.794>AI <00:23:00.795>to <00:23:00.796>get <00:23:00.798>the

00:23:00.799 --> 00:23:03.029 align:start position:0%
<00:23:00.799>engineer <00:23:00.906>can <00:23:01.014>now <00:23:01.122>prompt <00:23:01.229>AI <00:23:01.337>to <00:23:01.445>get <00:23:01.552>the <00:23:01.660>software <00:23:01.768>system <00:23:01.875>it's <00:23:01.983>your <00:23:02.091>knowledge <00:23:02.199>and

00:23:03.029 --> 00:23:03.039 align:start position:0%
<00:23:03.029>software <00:23:03.030>system <00:23:03.032>it's <00:23:03.034>your <00:23:03.036>knowledge <00:23:03.038>and

00:23:03.039 --> 00:23:05.029 align:start position:0%
<00:23:03.039>software <00:23:03.146>system <00:23:03.254>it's <00:23:03.362>your <00:23:03.469>knowledge <00:23:03.577>and <00:23:03.685>experience <00:23:03.792>and <00:23:03.900>the <00:23:04.008>way <00:23:04.115>how <00:23:04.223>you <00:23:04.331>can <00:23:04.439>lead

00:23:05.029 --> 00:23:05.039 align:start position:0%
<00:23:05.029>experience <00:23:05.030>and <00:23:05.031>the <00:23:05.032>way <00:23:05.034>how <00:23:05.035>you <00:23:05.036>can <00:23:05.038>lead

00:23:05.039 --> 00:23:08.070 align:start position:0%
<00:23:05.039>experience <00:23:05.132>and <00:23:05.225>the <00:23:05.319>way <00:23:05.412>how <00:23:05.505>you <00:23:05.599>can <00:23:05.692>lead <00:23:05.785>it <00:23:05.879>the <00:23:05.972>thing <00:23:06.065>that <00:23:06.158>changes <00:23:06.252>how <00:23:06.345>you <00:23:06.439>can

00:23:08.070 --> 00:23:08.080 align:start position:0%
<00:23:08.070>it <00:23:08.071>the <00:23:08.072>thing <00:23:08.073>that <00:23:08.075>changes <00:23:08.076>how <00:23:08.077>you <00:23:08.079>can

00:23:08.080 --> 00:23:11.430 align:start position:0%
<00:23:08.080>it <00:23:08.196>the <00:23:08.313>thing <00:23:08.429>that <00:23:08.546>changes <00:23:08.663>how <00:23:08.780>you <00:23:08.896>can <00:23:09.013>effectively <00:23:09.129>differentiate <00:23:09.246>from <00:23:09.363>them <00:23:09.480>so

00:23:11.430 --> 00:23:11.440 align:start position:0%
<00:23:11.430>effectively <00:23:11.432>differentiate <00:23:11.434>from <00:23:11.436>them <00:23:11.439>so

00:23:11.440 --> 00:23:13.510 align:start position:0%
<00:23:11.440>effectively <00:23:11.567>differentiate <00:23:11.694>from <00:23:11.821>them <00:23:11.949>so <00:23:12.076>remember <00:23:12.203>these <00:23:12.330>rules <00:23:12.458>when <00:23:12.585>you <00:23:12.712>will <00:23:12.840>be

00:23:13.510 --> 00:23:13.520 align:start position:0%
<00:23:13.510>remember <00:23:13.511>these <00:23:13.513>rules <00:23:13.514>when <00:23:13.516>you <00:23:13.517>will <00:23:13.519>be

00:23:13.520 --> 00:23:15.110 align:start position:0%
<00:23:13.520>remember <00:23:13.636>these <00:23:13.753>rules <00:23:13.870>when <00:23:13.986>you <00:23:14.103>will <00:23:14.220>be <00:23:14.336>thinking <00:23:14.453>about <00:23:14.570>this <00:23:14.686>session <00:23:14.803>is <00:23:14.920>that

00:23:15.110 --> 00:23:15.120 align:start position:0%
<00:23:15.110>thinking <00:23:15.111>about <00:23:15.113>this <00:23:15.115>session <00:23:15.117>is <00:23:15.119>that

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<00:24:19.679>drum <00:24:19.806>automatically <00:24:19.933>cut <00:24:20.060>the <00:24:20.188>tokens <00:24:20.315>and <00:24:20.442>cut <00:24:20.569>the <00:24:20.697>contact <00:24:20.824>consumption <00:24:20.951>and <00:24:21.079>overall

00:24:22.230 --> 00:24:22.240 align:start position:0%
<00:24:22.230>cut <00:24:22.231>the <00:24:22.233>contact <00:24:22.235>consumption <00:24:22.237>and <00:24:22.239>overall

00:24:22.240 --> 00:24:24.310 align:start position:0%
<00:24:22.240>cut <00:24:22.367>the <00:24:22.494>contact <00:24:22.621>consumption <00:24:22.749>and <00:24:22.876>overall <00:24:23.003>cost <00:24:23.130>of <00:24:23.258>creating <00:24:23.385>maintaining <00:24:23.512>your <00:24:23.640>system

00:24:24.310 --> 00:24:24.320 align:start position:0%
<00:24:24.310>cost <00:24:24.311>of <00:24:24.313>creating <00:24:24.315>maintaining <00:24:24.317>your <00:24:24.319>system

00:24:24.320 --> 00:24:27.029 align:start position:0%
<00:24:24.320>cost <00:24:24.447>of <00:24:24.574>creating <00:24:24.701>maintaining <00:24:24.829>your <00:24:24.956>system <00:24:25.083>over <00:24:25.210>the <00:24:25.338>years. <00:24:25.465>And <00:24:25.592>your <00:24:25.720>competitive

00:24:27.029 --> 00:24:27.039 align:start position:0%
<00:24:27.029>over <00:24:27.030>the <00:24:27.032>years. <00:24:27.034>And <00:24:27.036>your <00:24:27.038>competitive

00:24:27.039 --> 00:24:29.269 align:start position:0%
<00:24:27.039>over <00:24:27.166>the <00:24:27.293>years. <00:24:27.420>And <00:24:27.548>your <00:24:27.675>competitive <00:24:27.802>advantage <00:24:27.929>is <00:24:28.057>no <00:24:28.184>longer <00:24:28.311>creating <00:24:28.439>the

00:24:29.269 --> 00:24:29.279 align:start position:0%
<00:24:29.269>advantage <00:24:29.270>is <00:24:29.272>no <00:24:29.274>longer <00:24:29.276>creating <00:24:29.278>the

00:24:29.279 --> 00:24:31.350 align:start position:0%
<00:24:29.279>advantage <00:24:29.434>is <00:24:29.590>no <00:24:29.745>longer <00:24:29.901>creating <00:24:30.056>the <00:24:30.212>highquality <00:24:30.367>system <00:24:30.523>only <00:24:30.679>but

00:24:31.350 --> 00:24:31.360 align:start position:0%
<00:24:31.350>highquality <00:24:31.352>system <00:24:31.356>only <00:24:31.359>but

00:24:31.360 --> 00:24:33.830 align:start position:0%
<00:24:31.360>highquality <00:24:31.534>system <00:24:31.709>only <00:24:31.885>but <00:24:32.060>orchestrating <00:24:32.235>the <00:24:32.409>statistical <00:24:32.584>machine <00:24:32.760>to

00:24:33.830 --> 00:24:33.840 align:start position:0%
<00:24:33.830>orchestrating <00:24:33.832>the <00:24:33.834>statistical <00:24:33.836>machine <00:24:33.839>to

00:24:33.840 --> 00:24:38.070 align:start position:0%
<00:24:33.840>orchestrating <00:24:33.967>the <00:24:34.094>statistical <00:24:34.221>machine <00:24:34.349>to <00:24:34.476>deliver <00:24:34.603>it <00:24:34.730>in <00:24:34.858>the <00:24:34.985>most <00:24:35.112>efficient <00:24:35.240>manner.

00:24:38.070 --> 00:24:38.080 align:start position:0%
<00:24:38.070>deliver <00:24:38.071>it <00:24:38.072>in <00:24:38.074>the <00:24:38.076>most <00:24:38.077>efficient <00:24:38.079>manner.

00:24:38.080 --> 00:24:43.750 align:start position:0%
<00:24:38.080>deliver <00:24:38.173>it <00:24:38.266>in <00:24:38.360>the <00:24:38.453>most <00:24:38.546>efficient <00:24:38.639>manner. <00:24:38.733>So <00:24:38.826>uh <00:24:38.919>if <00:24:39.013>you <00:24:39.106>for <00:24:39.199>uh <00:24:39.293>liked <00:24:39.386>the <00:24:39.480>uh

00:24:43.750 --> 00:24:43.760 align:start position:0%
<00:24:43.750>So <00:24:43.751>uh <00:24:43.752>if <00:24:43.753>you <00:24:43.754>for <00:24:43.755>uh <00:24:43.756>liked <00:24:43.757>the <00:24:43.759>uh

00:24:43.760 --> 00:24:45.510 align:start position:0%
<00:24:43.760>So <00:24:43.853>uh <00:24:43.946>if <00:24:44.040>you <00:24:44.133>for <00:24:44.226>uh <00:24:44.320>liked <00:24:44.413>the <00:24:44.506>uh <00:24:44.600>solution <00:24:44.693>that <00:24:44.786>I <00:24:44.879>was <00:24:44.973>presenting <00:24:45.066>to <00:24:45.160>you

00:24:45.510 --> 00:24:45.520 align:start position:0%
<00:24:45.510>solution <00:24:45.511>that <00:24:45.513>I <00:24:45.514>was <00:24:45.516>presenting <00:24:45.517>to <00:24:45.519>you

00:24:45.520 --> 00:24:47.350 align:start position:0%
<00:24:45.520>solution <00:24:45.620>that <00:24:45.720>I <00:24:45.820>was <00:24:45.920>presenting <00:24:46.020>to <00:24:46.120>you <00:24:46.220>during <00:24:46.320>this <00:24:46.420>demo <00:24:46.520>which <00:24:46.620>is <00:24:46.720>one <00:24:46.820>of <00:24:46.920>the

00:24:47.350 --> 00:24:47.360 align:start position:0%
<00:24:47.350>during <00:24:47.351>this <00:24:47.352>demo <00:24:47.353>which <00:24:47.355>is <00:24:47.356>one <00:24:47.357>of <00:24:47.359>the

00:24:47.360 --> 00:24:48.470 align:start position:0%
<00:24:47.360>during <00:24:47.436>this <00:24:47.513>demo <00:24:47.590>which <00:24:47.667>is <00:24:47.744>one <00:24:47.821>of <00:24:47.897>the <00:24:47.974>options <00:24:48.051>you <00:24:48.128>can <00:24:48.205>choose <00:24:48.282>for <00:24:48.359>your

00:24:48.470 --> 00:24:48.480 align:start position:0%
<00:24:48.470>options <00:24:48.471>you <00:24:48.473>can <00:24:48.475>choose <00:24:48.477>for <00:24:48.479>your

00:24:48.480 --> 00:24:51.190 align:start position:0%
<00:24:48.480>options <00:24:48.607>you <00:24:48.734>can <00:24:48.861>choose <00:24:48.989>for <00:24:49.116>your <00:24:49.243>distributed <00:24:49.370>systems <00:24:49.498>that <00:24:49.625>was <00:24:49.752>the <00:24:49.880>graph

00:24:51.190 --> 00:24:51.200 align:start position:0%
<00:24:51.190>distributed <00:24:51.191>systems <00:24:51.193>that <00:24:51.195>was <00:24:51.197>the <00:24:51.199>graph

00:24:51.200 --> 00:24:53.350 align:start position:0%
<00:24:51.200>distributed <00:24:51.316>systems <00:24:51.433>that <00:24:51.550>was <00:24:51.666>the <00:24:51.783>graph <00:24:51.900>code <00:24:52.016>the <00:24:52.133>solution <00:24:52.250>that <00:24:52.366>we <00:24:52.483>are <00:24:52.600>delivering

00:24:53.350 --> 00:24:53.360 align:start position:0%
<00:24:53.350>code <00:24:53.351>the <00:24:53.352>solution <00:24:53.354>that <00:24:53.356>we <00:24:53.357>are <00:24:53.359>delivering

00:24:53.360 --> 00:24:56.789 align:start position:0%
<00:24:53.360>code <00:24:53.453>the <00:24:53.546>solution <00:24:53.639>that <00:24:53.733>we <00:24:53.826>are <00:24:53.919>delivering <00:24:54.013>uh <00:24:54.106>with <00:24:54.199>the <00:24:54.293>AI <00:24:54.386>efficiency <00:24:54.479>in <00:24:54.573>mind <00:24:54.666>but <00:24:54.760>I

00:24:56.789 --> 00:24:56.799 align:start position:0%
<00:24:56.789>uh <00:24:56.790>with <00:24:56.791>the <00:24:56.792>AI <00:24:56.793>efficiency <00:24:56.794>in <00:24:56.795>mind <00:24:56.796>but <00:24:56.798>I

00:24:56.799 --> 00:24:58.230 align:start position:0%
<00:24:56.799>uh <00:24:56.879>with <00:24:56.959>the <00:24:57.040>AI <00:24:57.120>efficiency <00:24:57.201>in <00:24:57.281>mind <00:24:57.362>but <00:24:57.442>I <00:24:57.523>believe <00:24:57.603>that's <00:24:57.684>a <00:24:57.764>future <00:24:57.845>of <00:24:57.925>a <00:24:58.006>dev <00:24:58.086>tools

00:24:58.230 --> 00:24:58.240 align:start position:0%
<00:24:58.230>believe <00:24:58.231>that's <00:24:58.232>a <00:24:58.233>future <00:24:58.235>of <00:24:58.236>a <00:24:58.237>dev <00:24:58.239>tools

00:24:58.240 --> 00:24:59.830 align:start position:0%
<00:24:58.240>believe <00:24:58.340>that's <00:24:58.440>a <00:24:58.540>future <00:24:58.640>of <00:24:58.740>a <00:24:58.840>dev <00:24:58.940>tools <00:24:59.040>that <00:24:59.140>every <00:24:59.240>company <00:24:59.340>will <00:24:59.440>follow <00:24:59.540>the <00:24:59.640>same

00:24:59.830 --> 00:24:59.840 align:start position:0%
<00:24:59.830>that <00:24:59.831>every <00:24:59.832>company <00:24:59.834>will <00:24:59.836>follow <00:24:59.837>the <00:24:59.839>same

00:24:59.840 --> 00:25:01.990 align:start position:0%
<00:24:59.840>that <00:24:59.939>every <00:25:00.040>company <00:25:00.139>will <00:25:00.240>follow <00:25:00.340>the <00:25:00.439>same <00:25:00.540>path <00:25:00.639>so <00:25:00.740>they <00:25:00.840>will <00:25:00.939>start <00:25:01.040>looking <00:25:01.139>how <00:25:01.240>to

00:25:01.990 --> 00:25:02.000 align:start position:0%
<00:25:01.990>path <00:25:01.991>so <00:25:01.992>they <00:25:01.993>will <00:25:01.995>start <00:25:01.996>looking <00:25:01.997>how <00:25:01.999>to

00:25:02.000 --> 00:25:03.909 align:start position:0%
<00:25:02.000>path <00:25:02.116>so <00:25:02.233>they <00:25:02.350>will <00:25:02.466>start <00:25:02.583>looking <00:25:02.700>how <00:25:02.816>to <00:25:02.933>make <00:25:03.050>their <00:25:03.166>framework <00:25:03.283>their <00:25:03.400>monitoring

00:25:03.909 --> 00:25:03.919 align:start position:0%
<00:25:03.909>make <00:25:03.911>their <00:25:03.913>framework <00:25:03.915>their <00:25:03.918>monitoring

00:25:03.919 --> 00:25:07.029 align:start position:0%
<00:25:03.919>make <00:25:04.046>their <00:25:04.173>framework <00:25:04.300>their <00:25:04.428>monitoring <00:25:04.555>tools <00:25:04.682>their <00:25:04.809>SDKs <00:25:04.937>to <00:25:05.064>be <00:25:05.191>more <00:25:05.319>efficient

00:25:07.029 --> 00:25:07.039 align:start position:0%
<00:25:07.029>tools <00:25:07.030>their <00:25:07.032>SDKs <00:25:07.033>to <00:25:07.035>be <00:25:07.036>more <00:25:07.038>efficient

00:25:07.039 --> 00:25:09.590 align:start position:0%
<00:25:07.039>tools <00:25:07.214>their <00:25:07.389>SDKs <00:25:07.564>to <00:25:07.739>be <00:25:07.914>more <00:25:08.089>efficient <00:25:08.264>for <00:25:08.439>AI.

00:25:09.590 --> 00:25:09.600 align:start position:0%
<00:25:09.590>for <00:25:09.599>AI.

00:25:09.600 --> 00:25:11.669 align:start position:0%
<00:25:09.600>for <00:25:09.755>AI. <00:25:09.911>So, <00:25:10.066>thank <00:25:10.222>you <00:25:10.377>very <00:25:10.533>much. <00:25:10.688>Uh, <00:25:10.844>I <00:25:11.000>will

00:25:11.669 --> 00:25:11.679 align:start position:0%
<00:25:11.669>So, <00:25:11.670>thank <00:25:11.671>you <00:25:11.672>very <00:25:11.674>much. <00:25:11.675>Uh, <00:25:11.676>I <00:25:11.678>will

00:25:11.679 --> 00:25:13.350 align:start position:0%
<00:25:11.679>So, <00:25:11.779>thank <00:25:11.879>you <00:25:11.979>very <00:25:12.079>much. <00:25:12.179>Uh, <00:25:12.279>I <00:25:12.379>will <00:25:12.479>leave <00:25:12.579>some <00:25:12.679>time <00:25:12.779>for <00:25:12.879>some <00:25:12.979>questions. <00:25:13.079>We

00:25:13.350 --> 00:25:13.360 align:start position:0%
<00:25:13.350>leave <00:25:13.351>some <00:25:13.352>time <00:25:13.354>for <00:25:13.356>some <00:25:13.357>questions. <00:25:13.359>We

00:25:13.360 --> 00:25:15.430 align:start position:0%
<00:25:13.360>leave <00:25:13.459>some <00:25:13.560>time <00:25:13.659>for <00:25:13.760>some <00:25:13.860>questions. <00:25:13.959>We <00:25:14.060>have <00:25:14.159>like <00:25:14.260>five <00:25:14.360>more <00:25:14.459>minutes. <00:25:14.560>Uh, <00:25:14.659>if <00:25:14.760>you

00:25:15.430 --> 00:25:15.440 align:start position:0%
<00:25:15.430>have <00:25:15.431>like <00:25:15.432>five <00:25:15.433>more <00:25:15.435>minutes. <00:25:15.436>Uh, <00:25:15.437>if <00:25:15.439>you

00:25:15.440 --> 00:25:16.870 align:start position:0%
<00:25:15.440>have <00:25:15.531>like <00:25:15.623>five <00:25:15.715>more <00:25:15.807>minutes. <00:25:15.899>Uh, <00:25:15.991>if <00:25:16.083>you <00:25:16.175>would <00:25:16.267>like <00:25:16.359>to <00:25:16.451>learn <00:25:16.543>more <00:25:16.635>about <00:25:16.726>our

00:25:16.870 --> 00:25:16.880 align:start position:0%
<00:25:16.870>would <00:25:16.871>like <00:25:16.873>to <00:25:16.874>learn <00:25:16.876>more <00:25:16.877>about <00:25:16.879>our

00:25:16.880 --> 00:25:19.110 align:start position:0%
<00:25:16.880>would <00:25:16.996>like <00:25:17.113>to <00:25:17.230>learn <00:25:17.346>more <00:25:17.463>about <00:25:17.580>our <00:25:17.696>project <00:25:17.813>star, <00:25:17.930>our <00:25:18.046>GitHub <00:25:18.163>repository, <00:25:18.280>you

00:25:19.110 --> 00:25:19.120 align:start position:0%
<00:25:19.110>project <00:25:19.111>star, <00:25:19.113>our <00:25:19.115>GitHub <00:25:19.117>repository, <00:25:19.119>you

00:25:19.120 --> 00:25:20.710 align:start position:0%
<00:25:19.120>project <00:25:19.219>star, <00:25:19.320>our <00:25:19.419>GitHub <00:25:19.520>repository, <00:25:19.620>you <00:25:19.719>can <00:25:19.820>read <00:25:19.919>the <00:25:20.020>QR <00:25:20.120>code <00:25:20.219>to <00:25:20.320>get <00:25:20.419>to <00:25:20.520>our

00:25:20.710 --> 00:25:20.720 align:start position:0%
<00:25:20.710>can <00:25:20.711>read <00:25:20.712>the <00:25:20.713>QR <00:25:20.714>code <00:25:20.715>to <00:25:20.716>get <00:25:20.717>to <00:25:20.719>our

00:25:20.720 --> 00:25:23.750 align:start position:0%
<00:25:20.720>can <00:25:20.813>read <00:25:20.906>the <00:25:21.000>QR <00:25:21.093>code <00:25:21.186>to <00:25:21.280>get <00:25:21.373>to <00:25:21.466>our <00:25:21.560>GitHub <00:25:21.653>repository. <00:25:21.746>And <00:25:21.840>in <00:25:21.933>we <00:25:22.026>are <00:25:22.120>welcome

00:25:23.750 --> 00:25:23.760 align:start position:0%
<00:25:23.750>GitHub <00:25:23.751>repository. <00:25:23.753>And <00:25:23.754>in <00:25:23.756>we <00:25:23.757>are <00:25:23.759>welcome

00:25:23.760 --> 00:25:25.750 align:start position:0%
<00:25:23.760>GitHub <00:25:23.867>repository. <00:25:23.975>And <00:25:24.083>in <00:25:24.190>we <00:25:24.298>are <00:25:24.406>welcome <00:25:24.513>to <00:25:24.621>our <00:25:24.729>booth. <00:25:24.836>It's <00:25:24.944>quite <00:25:25.052>a <00:25:25.160>new

00:25:25.750 --> 00:25:25.760 align:start position:0%
<00:25:25.750>to <00:25:25.751>our <00:25:25.753>booth. <00:25:25.754>It's <00:25:25.756>quite <00:25:25.757>a <00:25:25.759>new

00:25:25.760 --> 00:25:27.750 align:start position:0%
<00:25:25.760>to <00:25:25.887>our <00:25:26.014>booth. <00:25:26.141>It's <00:25:26.269>quite <00:25:26.396>a <00:25:26.523>new <00:25:26.650>repository <00:25:26.778>published <00:25:26.905>recently. <00:25:27.032>So, <00:25:27.160>all

00:25:27.750 --> 00:25:27.760 align:start position:0%
<00:25:27.750>repository <00:25:27.752>published <00:25:27.754>recently. <00:25:27.756>So, <00:25:27.759>all

00:25:27.760 --> 00:25:29.590 align:start position:0%
<00:25:27.760>repository <00:25:27.876>published <00:25:27.993>recently. <00:25:28.110>So, <00:25:28.226>all <00:25:28.343>the <00:25:28.460>stars <00:25:28.576>are <00:25:28.693>really <00:25:28.810>welcome. <00:25:28.926>And <00:25:29.043>I <00:25:29.160>hope

00:25:29.590 --> 00:25:29.600 align:start position:0%
<00:25:29.590>the <00:25:29.591>stars <00:25:29.592>are <00:25:29.593>really <00:25:29.595>welcome. <00:25:29.596>And <00:25:29.597>I <00:25:29.599>hope

00:25:29.600 --> 00:25:32.470 align:start position:0%
<00:25:29.600>the <00:25:29.699>stars <00:25:29.800>are <00:25:29.899>really <00:25:30.000>welcome. <00:25:30.100>And <00:25:30.199>I <00:25:30.300>hope <00:25:30.399>you <00:25:30.500>liked <00:25:30.600>the <00:25:30.699>presentation <00:25:30.800>and <00:25:30.899>at <00:25:31.000>least

00:25:32.470 --> 00:25:32.480 align:start position:0%
<00:25:32.470>you <00:25:32.471>liked <00:25:32.473>the <00:25:32.474>presentation <00:25:32.476>and <00:25:32.477>at <00:25:32.479>least

00:25:32.480 --> 00:25:36.310 align:start position:0%
<00:25:32.480>you <00:25:32.587>liked <00:25:32.695>the <00:25:32.803>presentation <00:25:32.910>and <00:25:33.018>at <00:25:33.126>least <00:25:33.233>we <00:25:33.341>got <00:25:33.449>some <00:25:33.556>more <00:25:33.664>confidence <00:25:33.772>that <00:25:33.880>our

00:25:36.310 --> 00:25:36.320 align:start position:0%
<00:25:36.310>we <00:25:36.311>got <00:25:36.312>some <00:25:36.314>more <00:25:36.316>confidence <00:25:36.317>that <00:25:36.319>our

00:25:36.320 --> 00:25:40.149 align:start position:0%
<00:25:36.320>we <00:25:36.436>got <00:25:36.553>some <00:25:36.669>more <00:25:36.786>confidence <00:25:36.903>that <00:25:37.020>our <00:25:37.136>work <00:25:37.253>job <00:25:37.370>and <00:25:37.486>really <00:25:37.603>loved <00:25:37.720>software

00:25:40.149 --> 00:25:40.159 align:start position:0%
<00:25:40.149>work <00:25:40.150>job <00:25:40.152>and <00:25:40.154>really <00:25:40.156>loved <00:25:40.158>software

00:25:40.159 --> 00:25:42.390 align:start position:0%
<00:25:40.159>work <00:25:40.275>job <00:25:40.392>and <00:25:40.509>really <00:25:40.625>loved <00:25:40.742>software <00:25:40.859>engineering <00:25:40.975>is <00:25:41.092>not <00:25:41.209>lost <00:25:41.325>and <00:25:41.442>is <00:25:41.559>not

00:25:42.390 --> 00:25:42.400 align:start position:0%
<00:25:42.390>engineering <00:25:42.391>is <00:25:42.393>not <00:25:42.394>lost <00:25:42.396>and <00:25:42.397>is <00:25:42.399>not

00:25:42.400 --> 00:25:44.230 align:start position:0%
<00:25:42.400>engineering <00:25:42.507>is <00:25:42.615>not <00:25:42.723>lost <00:25:42.830>and <00:25:42.938>is <00:25:43.046>not <00:25:43.153>finishing <00:25:43.261>in <00:25:43.369>a <00:25:43.476>short <00:25:43.584>time. <00:25:43.692>All <00:25:43.800>right.

00:25:44.230 --> 00:25:44.240 align:start position:0%
<00:25:44.230>finishing <00:25:44.231>in <00:25:44.233>a <00:25:44.234>short <00:25:44.236>time. <00:25:44.237>All <00:25:44.239>right.

00:25:44.240 --> 00:25:46.149 align:start position:0%
<00:25:44.240>finishing <00:25:44.380>in <00:25:44.520>a <00:25:44.660>short <00:25:44.800>time. <00:25:44.940>All <00:25:45.080>right. <00:25:45.220>Thank <00:25:45.360>you <00:25:45.500>very <00:25:45.640>much.

00:25:46.149 --> 00:25:46.159 align:start position:0%
<00:25:46.149>Thank <00:25:46.152>you <00:25:46.155>very <00:25:46.158>much.

00:25:46.159 --> 00:25:48.310 align:start position:0%
<00:25:46.159>Thank <00:25:46.392>you <00:25:46.625>very <00:25:46.859>much. <00:25:47.092>All <00:25:47.325>right. <00:25:47.559>[applause]

00:25:48.310 --> 00:25:48.320 align:start position:0%
<00:25:48.310>All <00:25:48.314>right. <00:25:48.319>[applause]

00:25:48.320 --> 00:25:50.950 align:start position:0%
<00:25:48.320>All <00:25:48.460>right. <00:25:48.600>[applause] <00:25:48.740>So <00:25:48.879>we <00:25:49.020>already <00:25:49.159>got <00:25:49.300>two <00:25:49.439>questions. <00:25:49.580>So <00:25:49.720>the

00:25:50.950 --> 00:25:50.960 align:start position:0%
<00:25:50.950>So <00:25:50.951>we <00:25:50.952>already <00:25:50.953>got <00:25:50.955>two <00:25:50.956>questions. <00:25:50.957>So <00:25:50.959>the

00:25:50.960 --> 00:25:53.029 align:start position:0%
<00:25:50.960>So <00:25:51.060>we <00:25:51.160>already <00:25:51.260>got <00:25:51.360>two <00:25:51.460>questions. <00:25:51.560>So <00:25:51.660>the <00:25:51.760>first <00:25:51.860>question <00:25:51.960>is <00:25:52.060>never <00:25:52.160>use <00:25:52.260>speech <00:25:52.360>it

00:25:53.029 --> 00:25:53.039 align:start position:0%
<00:25:53.029>first <00:25:53.030>question <00:25:53.032>is <00:25:53.033>never <00:25:53.035>use <00:25:53.036>speech <00:25:53.038>it

00:25:53.039 --> 00:25:54.710 align:start position:0%
<00:25:53.039>first <00:25:53.155>question <00:25:53.272>is <00:25:53.389>never <00:25:53.505>use <00:25:53.622>speech <00:25:53.739>it <00:25:53.855>but <00:25:53.972>heard <00:25:54.089>people <00:25:54.205>find <00:25:54.322>it's <00:25:54.439>over

00:25:54.710 --> 00:25:54.720 align:start position:0%
<00:25:54.710>but <00:25:54.711>heard <00:25:54.713>people <00:25:54.715>find <00:25:54.717>it's <00:25:54.719>over

00:25:54.720 --> 00:25:57.350 align:start position:0%
<00:25:54.720>but <00:25:54.847>heard <00:25:54.974>people <00:25:55.101>find <00:25:55.229>it's <00:25:55.356>over <00:25:55.483>formalizing <00:25:55.610>or <00:25:55.738>the <00:25:55.865>small <00:25:55.992>changes <00:25:56.120>and

00:25:57.350 --> 00:25:57.360 align:start position:0%
<00:25:57.350>formalizing <00:25:57.351>or <00:25:57.353>the <00:25:57.355>small <00:25:57.357>changes <00:25:57.359>and

00:25:57.360 --> 00:25:59.830 align:start position:0%
<00:25:57.360>formalizing <00:25:57.500>or <00:25:57.639>the <00:25:57.780>small <00:25:57.919>changes <00:25:58.060>and <00:25:58.199>gets <00:25:58.340>annoying. <00:25:58.479>what's <00:25:58.620>your <00:25:58.760>experience?

00:25:59.830 --> 00:25:59.840 align:start position:0%
<00:25:59.830>gets <00:25:59.832>annoying. <00:25:59.834>what's <00:25:59.836>your <00:25:59.839>experience?

00:25:59.840 --> 00:26:01.430 align:start position:0%
<00:25:59.840>gets <00:25:59.956>annoying. <00:26:00.073>what's <00:26:00.189>your <00:26:00.306>experience? <00:26:00.423>&gt;&gt; <00:26:00.540>That's <00:26:00.656>exactly <00:26:00.773>what <00:26:00.889>I <00:26:01.006>said. <00:26:01.123>We <00:26:01.240>tried

00:26:01.430 --> 00:26:01.440 align:start position:0%
<00:26:01.430>&gt;&gt; <00:26:01.431>That's <00:26:01.432>exactly <00:26:01.433>what <00:26:01.435>I <00:26:01.436>said. <00:26:01.437>We <00:26:01.439>tried

00:26:01.440 --> 00:26:03.750 align:start position:0%
<00:26:01.440>&gt;&gt; <00:26:01.540>That's <00:26:01.640>exactly <00:26:01.740>what <00:26:01.840>I <00:26:01.940>said. <00:26:02.040>We <00:26:02.140>tried <00:26:02.240>Spkit <00:26:02.340>and <00:26:02.440>that's <00:26:02.540>the <00:26:02.640>same <00:26:02.740>conclusion <00:26:02.840>we

00:26:03.750 --> 00:26:03.760 align:start position:0%
<00:26:03.750>Spkit <00:26:03.751>and <00:26:03.753>that's <00:26:03.754>the <00:26:03.756>same <00:26:03.757>conclusion <00:26:03.759>we

00:26:03.760 --> 00:26:05.750 align:start position:0%
<00:26:03.760>Spkit <00:26:03.853>and <00:26:03.946>that's <00:26:04.040>the <00:26:04.133>same <00:26:04.226>conclusion <00:26:04.320>we <00:26:04.413>have <00:26:04.506>to <00:26:04.600>be <00:26:04.693>honest. <00:26:04.786>Uh <00:26:04.879>I <00:26:04.973>believe <00:26:05.066>in <00:26:05.160>the

00:26:05.750 --> 00:26:05.760 align:start position:0%
<00:26:05.750>have <00:26:05.751>to <00:26:05.752>be <00:26:05.753>honest. <00:26:05.754>Uh <00:26:05.755>I <00:26:05.756>believe <00:26:05.757>in <00:26:05.759>the

00:26:05.760 --> 00:26:07.909 align:start position:0%
<00:26:05.760>have <00:26:05.867>to <00:26:05.975>be <00:26:06.083>honest. <00:26:06.190>Uh <00:26:06.298>I <00:26:06.406>believe <00:26:06.513>in <00:26:06.621>the <00:26:06.729>banking <00:26:06.836>industry <00:26:06.944>maybe <00:26:07.052>in <00:26:07.160>medical

00:26:07.909 --> 00:26:07.919 align:start position:0%
<00:26:07.909>banking <00:26:07.911>industry <00:26:07.913>maybe <00:26:07.915>in <00:26:07.918>medical

00:26:07.919 --> 00:26:10.149 align:start position:0%
<00:26:07.919>banking <00:26:08.046>industry <00:26:08.173>maybe <00:26:08.300>in <00:26:08.428>medical <00:26:08.555>industry <00:26:08.682>where <00:26:08.809>they <00:26:08.937>require <00:26:09.064>to <00:26:09.191>have <00:26:09.319>very

00:26:10.149 --> 00:26:10.159 align:start position:0%
<00:26:10.149>industry <00:26:10.150>where <00:26:10.152>they <00:26:10.153>require <00:26:10.155>to <00:26:10.156>have <00:26:10.158>very

00:26:10.159 --> 00:26:12.630 align:start position:0%
<00:26:10.159>industry <00:26:10.286>where <00:26:10.413>they <00:26:10.540>require <00:26:10.668>to <00:26:10.795>have <00:26:10.922>very <00:26:11.049>strict <00:26:11.177>documentation <00:26:11.304>for <00:26:11.431>uh <00:26:11.559>software

00:26:12.630 --> 00:26:12.640 align:start position:0%
<00:26:12.630>strict <00:26:12.632>documentation <00:26:12.634>for <00:26:12.636>uh <00:26:12.639>software

00:26:12.640 --> 00:26:15.110 align:start position:0%
<00:26:12.640>strict <00:26:12.780>documentation <00:26:12.920>for <00:26:13.060>uh <00:26:13.200>software <00:26:13.340>validation <00:26:13.480>for <00:26:13.620>CSV <00:26:13.760>etc. <00:26:13.900>that <00:26:14.040>really

00:26:15.110 --> 00:26:15.120 align:start position:0%
<00:26:15.110>validation <00:26:15.111>for <00:26:15.113>CSV <00:26:15.115>etc. <00:26:15.117>that <00:26:15.119>really

00:26:15.120 --> 00:26:17.669 align:start position:0%
<00:26:15.120>validation <00:26:15.227>for <00:26:15.335>CSV <00:26:15.443>etc. <00:26:15.550>that <00:26:15.658>really <00:26:15.766>makes <00:26:15.873>sense <00:26:15.981>in <00:26:16.089>some <00:26:16.196>cases <00:26:16.304>but <00:26:16.412>if <00:26:16.520>you're

00:26:17.669 --> 00:26:17.679 align:start position:0%
<00:26:17.669>makes <00:26:17.670>sense <00:26:17.671>in <00:26:17.672>some <00:26:17.674>cases <00:26:17.675>but <00:26:17.676>if <00:26:17.678>you're

00:26:17.679 --> 00:26:19.190 align:start position:0%
<00:26:17.679>makes <00:26:17.783>sense <00:26:17.888>in <00:26:17.992>some <00:26:18.097>cases <00:26:18.202>but <00:26:18.306>if <00:26:18.411>you're <00:26:18.515>building <00:26:18.620>a <00:26:18.725>business <00:26:18.829>system <00:26:18.934>I <00:26:19.038>believe

00:26:19.190 --> 00:26:19.200 align:start position:0%
<00:26:19.190>building <00:26:19.191>a <00:26:19.193>business <00:26:19.195>system <00:26:19.197>I <00:26:19.199>believe

00:26:19.200 --> 00:26:21.830 align:start position:0%
<00:26:19.200>building <00:26:19.316>a <00:26:19.433>business <00:26:19.550>system <00:26:19.666>I <00:26:19.783>believe <00:26:19.900>it's <00:26:20.016>really <00:26:20.133>too <00:26:20.250>much <00:26:20.366>overwhelming. <00:26:20.483>Uh <00:26:20.600>we

00:26:21.830 --> 00:26:21.840 align:start position:0%
<00:26:21.830>it's <00:26:21.831>really <00:26:21.832>too <00:26:21.834>much <00:26:21.836>overwhelming. <00:26:21.837>Uh <00:26:21.839>we

00:26:21.840 --> 00:26:24.789 align:start position:0%
<00:26:21.840>it's <00:26:21.939>really <00:26:22.040>too <00:26:22.139>much <00:26:22.240>overwhelming. <00:26:22.340>Uh <00:26:22.439>we <00:26:22.540>are <00:26:22.639>using <00:26:22.740>just <00:26:22.840>the <00:26:22.939>uh <00:26:23.040>Azure <00:26:23.139>DevOps <00:26:23.240>and

00:26:24.789 --> 00:26:24.799 align:start position:0%
<00:26:24.789>are <00:26:24.790>using <00:26:24.791>just <00:26:24.792>the <00:26:24.794>uh <00:26:24.795>Azure <00:26:24.796>DevOps <00:26:24.798>and

00:26:24.799 --> 00:26:27.110 align:start position:0%
<00:26:24.799>are <00:26:24.899>using <00:26:24.999>just <00:26:25.099>the <00:26:25.199>uh <00:26:25.299>Azure <00:26:25.399>DevOps <00:26:25.499>and <00:26:25.599>the <00:26:25.699>tasks <00:26:25.799>there. <00:26:25.899>And <00:26:25.999>what <00:26:26.099>we <00:26:26.199>found

00:26:27.110 --> 00:26:27.120 align:start position:0%
<00:26:27.110>the <00:26:27.111>tasks <00:26:27.112>there. <00:26:27.114>And <00:26:27.116>what <00:26:27.117>we <00:26:27.119>found

00:26:27.120 --> 00:26:29.830 align:start position:0%
<00:26:27.120>the <00:26:27.219>tasks <00:26:27.320>there. <00:26:27.419>And <00:26:27.520>what <00:26:27.620>we <00:26:27.719>found <00:26:27.820>interesting <00:26:27.919>is <00:26:28.020>just <00:26:28.120>to <00:26:28.219>put <00:26:28.320>to <00:26:28.419>the <00:26:28.520>AI

00:26:29.830 --> 00:26:29.840 align:start position:0%
<00:26:29.830>interesting <00:26:29.831>is <00:26:29.832>just <00:26:29.833>to <00:26:29.835>put <00:26:29.836>to <00:26:29.837>the <00:26:29.839>AI

00:26:29.840 --> 00:26:31.990 align:start position:0%
<00:26:29.840>interesting <00:26:29.939>is <00:26:30.040>just <00:26:30.139>to <00:26:30.240>put <00:26:30.340>to <00:26:30.439>the <00:26:30.540>AI <00:26:30.639>only <00:26:30.740>the <00:26:30.840>context <00:26:30.939>of <00:26:31.040>the <00:26:31.139>specific <00:26:31.240>tasks

00:26:31.990 --> 00:26:32.000 align:start position:0%
<00:26:31.990>only <00:26:31.991>the <00:26:31.993>context <00:26:31.994>of <00:26:31.996>the <00:26:31.997>specific <00:26:31.999>tasks

00:26:32.000 --> 00:26:33.830 align:start position:0%
<00:26:32.000>only <00:26:32.127>the <00:26:32.254>context <00:26:32.381>of <00:26:32.509>the <00:26:32.636>specific <00:26:32.763>tasks <00:26:32.890>and <00:26:33.018>maybe <00:26:33.145>high <00:26:33.272>level <00:26:33.400>architecture

00:26:33.830 --> 00:26:33.840 align:start position:0%
<00:26:33.830>and <00:26:33.832>maybe <00:26:33.834>high <00:26:33.836>level <00:26:33.839>architecture

00:26:33.840 --> 00:26:35.830 align:start position:0%
<00:26:33.840>and <00:26:33.980>maybe <00:26:34.120>high <00:26:34.260>level <00:26:34.399>architecture <00:26:34.540>diagram <00:26:34.679>keeping <00:26:34.820>the <00:26:34.959>repository <00:26:35.100>that <00:26:35.240>was

00:26:35.830 --> 00:26:35.840 align:start position:0%
<00:26:35.830>diagram <00:26:35.831>keeping <00:26:35.833>the <00:26:35.835>repository <00:26:35.837>that <00:26:35.839>was

00:26:35.840 --> 00:26:38.549 align:start position:0%
<00:26:35.840>diagram <00:26:35.956>keeping <00:26:36.073>the <00:26:36.189>repository <00:26:36.306>that <00:26:36.423>was <00:26:36.540>generated <00:26:36.656>and <00:26:36.773>updated <00:26:36.889>over <00:26:37.006>time <00:26:37.123>but <00:26:37.240>not

00:26:38.549 --> 00:26:38.559 align:start position:0%
<00:26:38.549>generated <00:26:38.550>and <00:26:38.552>updated <00:26:38.553>over <00:26:38.555>time <00:26:38.556>but <00:26:38.558>not

00:26:38.559 --> 00:26:40.870 align:start position:0%
<00:26:38.559>generated <00:26:38.686>and <00:26:38.813>updated <00:26:38.940>over <00:26:39.068>time <00:26:39.195>but <00:26:39.322>not <00:26:39.449>the <00:26:39.577>specification <00:26:39.704>of <00:26:39.831>every <00:26:39.959>task.

00:26:40.870 --> 00:26:40.880 align:start position:0%
<00:26:40.870>the <00:26:40.872>specification <00:26:40.874>of <00:26:40.876>every <00:26:40.879>task.

00:26:40.880 --> 00:26:43.590 align:start position:0%
<00:26:40.880>the <00:26:40.987>specification <00:26:41.095>of <00:26:41.203>every <00:26:41.310>task. <00:26:41.418>&gt;&gt; <00:26:41.526>All <00:26:41.633>right. <00:26:41.741>And <00:26:41.849>how <00:26:41.956>do <00:26:42.064>you <00:26:42.172>manage <00:26:42.280>context

00:26:43.590 --> 00:26:43.600 align:start position:0%
<00:26:43.590>&gt;&gt; <00:26:43.591>All <00:26:43.592>right. <00:26:43.593>And <00:26:43.594>how <00:26:43.595>do <00:26:43.596>you <00:26:43.597>manage <00:26:43.599>context

00:26:43.600 --> 00:26:46.870 align:start position:0%
<00:26:43.600>&gt;&gt; <00:26:43.682>All <00:26:43.764>right. <00:26:43.847>And <00:26:43.929>how <00:26:44.011>do <00:26:44.094>you <00:26:44.176>manage <00:26:44.258>context <00:26:44.341>in <00:26:44.423>a <00:26:44.505>multi- <00:26:44.588>uh <00:26:44.670>repos <00:26:44.752>system <00:26:44.835>say <00:26:44.917>a <00:26:45.000>big

00:26:46.870 --> 00:26:46.880 align:start position:0%
<00:26:46.870>in <00:26:46.871>a <00:26:46.872>multi- <00:26:46.873>uh <00:26:46.874>repos <00:26:46.875>system <00:26:46.876>say <00:26:46.877>a <00:26:46.879>big

00:26:46.880 --> 00:26:49.750 align:start position:0%
<00:26:46.880>in <00:26:46.980>a <00:26:47.080>multi- <00:26:47.180>uh <00:26:47.280>repos <00:26:47.380>system <00:26:47.480>say <00:26:47.580>a <00:26:47.680>big <00:26:47.780>tech <00:26:47.880>company <00:26:47.980>with <00:26:48.080>50 <00:26:48.180>microservices <00:26:48.280>and

00:26:49.750 --> 00:26:49.760 align:start position:0%
<00:26:49.750>tech <00:26:49.751>company <00:26:49.753>with <00:26:49.755>50 <00:26:49.757>microservices <00:26:49.759>and

00:26:49.760 --> 00:26:50.950 align:start position:0%
<00:26:49.760>tech <00:26:49.913>company <00:26:50.066>with <00:26:50.219>50 <00:26:50.372>microservices <00:26:50.525>and <00:26:50.678>shared <00:26:50.831>libraries.

00:26:50.950 --> 00:26:50.960 align:start position:0%
<00:26:50.950>shared <00:26:50.959>libraries.

00:26:50.960 --> 00:26:52.630 align:start position:0%
<00:26:50.960>shared <00:26:51.100>libraries. <00:26:51.240>&gt;&gt; <00:26:51.380>Uh <00:26:51.520>so <00:26:51.660>that's <00:26:51.800>a <00:26:51.940>good <00:26:52.080>question <00:26:52.220>to <00:26:52.360>be

00:26:52.630 --> 00:26:52.640 align:start position:0%
<00:26:52.630>&gt;&gt; <00:26:52.631>Uh <00:26:52.632>so <00:26:52.633>that's <00:26:52.634>a <00:26:52.635>good <00:26:52.636>question <00:26:52.637>to <00:26:52.639>be

00:26:52.640 --> 00:26:55.590 align:start position:0%
<00:26:52.640>&gt;&gt; <00:26:52.717>Uh <00:26:52.795>so <00:26:52.873>that's <00:26:52.951>a <00:26:53.028>good <00:26:53.106>question <00:26:53.184>to <00:26:53.262>be <00:26:53.340>honest. <00:26:53.417>uh <00:26:53.495>entire <00:26:53.573>my <00:26:53.651>life <00:26:53.728>I <00:26:53.806>was <00:26:53.884>a <00:26:53.962>fan <00:26:54.040>of

00:26:55.590 --> 00:26:55.600 align:start position:0%
<00:26:55.590>honest. <00:26:55.591>uh <00:26:55.591>entire <00:26:55.592>my <00:26:55.593>life <00:26:55.594>I <00:26:55.596>was <00:26:55.597>a <00:26:55.598>fan <00:26:55.599>of

00:26:55.600 --> 00:26:57.990 align:start position:0%
<00:26:55.600>honest. <00:26:55.693>uh <00:26:55.786>entire <00:26:55.879>my <00:26:55.973>life <00:26:56.066>I <00:26:56.159>was <00:26:56.253>a <00:26:56.346>fan <00:26:56.439>of <00:26:56.533>the <00:26:56.626>uh <00:26:56.719>separate <00:26:56.813>repositories <00:26:56.906>for <00:26:57.000>every

00:26:57.990 --> 00:26:58.000 align:start position:0%
<00:26:57.990>the <00:26:57.991>uh <00:26:57.993>separate <00:26:57.995>repositories <00:26:57.997>for <00:26:57.999>every

00:26:58.000 --> 00:27:01.990 align:start position:0%
<00:26:58.000>the <00:26:58.107>uh <00:26:58.215>separate <00:26:58.323>repositories <00:26:58.430>for <00:26:58.538>every <00:26:58.646>micros <00:26:58.753>service <00:26:58.861>and <00:26:58.969>uh <00:26:59.076>with <00:26:59.184>uh <00:26:59.292>graph <00:26:59.400>code

00:27:01.990 --> 00:27:02.000 align:start position:0%
<00:27:01.990>micros <00:27:01.991>service <00:27:01.992>and <00:27:01.993>uh <00:27:01.995>with <00:27:01.996>uh <00:27:01.997>graph <00:27:01.999>code

00:27:02.000 --> 00:27:04.470 align:start position:0%
<00:27:02.000>micros <00:27:02.087>service <00:27:02.175>and <00:27:02.262>uh <00:27:02.350>with <00:27:02.437>uh <00:27:02.525>graph <00:27:02.612>code <00:27:02.700>we <00:27:02.787>did <00:27:02.875>it <00:27:02.962>a <00:27:03.050>different <00:27:03.137>way. <00:27:03.225>So <00:27:03.312>we <00:27:03.400>made

00:27:04.470 --> 00:27:04.480 align:start position:0%
<00:27:04.470>we <00:27:04.471>did <00:27:04.472>it <00:27:04.473>a <00:27:04.474>different <00:27:04.475>way. <00:27:04.476>So <00:27:04.477>we <00:27:04.479>made

00:27:04.480 --> 00:27:06.950 align:start position:0%
<00:27:04.480>we <00:27:04.573>did <00:27:04.666>it <00:27:04.760>a <00:27:04.853>different <00:27:04.946>way. <00:27:05.040>So <00:27:05.133>we <00:27:05.226>made <00:27:05.320>draft <00:27:05.413>code <00:27:05.506>the <00:27:05.600>AI <00:27:05.693>first <00:27:05.786>comparing <00:27:05.880>with

00:27:06.950 --> 00:27:06.960 align:start position:0%
<00:27:06.950>draft <00:27:06.951>code <00:27:06.953>the <00:27:06.954>AI <00:27:06.956>first <00:27:06.957>comparing <00:27:06.959>with

00:27:06.960 --> 00:27:09.430 align:start position:0%
<00:27:06.960>draft <00:27:07.076>code <00:27:07.193>the <00:27:07.310>AI <00:27:07.426>first <00:27:07.543>comparing <00:27:07.660>with <00:27:07.776>the <00:27:07.893>focus <00:27:08.010>how <00:27:08.126>to <00:27:08.243>most <00:27:08.360>efficiently

00:27:09.430 --> 00:27:09.440 align:start position:0%
<00:27:09.430>the <00:27:09.431>focus <00:27:09.433>how <00:27:09.435>to <00:27:09.437>most <00:27:09.439>efficiently

00:27:09.440 --> 00:27:11.029 align:start position:0%
<00:27:09.440>the <00:27:09.567>focus <00:27:09.694>how <00:27:09.821>to <00:27:09.949>most <00:27:10.076>efficiently <00:27:10.203>continue <00:27:10.330>generating <00:27:10.458>the <00:27:10.585>code <00:27:10.712>we <00:27:10.840>would

00:27:11.029 --> 00:27:11.039 align:start position:0%
<00:27:11.029>continue <00:27:11.030>generating <00:27:11.032>the <00:27:11.034>code <00:27:11.036>we <00:27:11.038>would

00:27:11.039 --> 00:27:13.590 align:start position:0%
<00:27:11.039>continue <00:27:11.139>generating <00:27:11.239>the <00:27:11.339>code <00:27:11.439>we <00:27:11.539>would <00:27:11.639>like <00:27:11.739>it <00:27:11.839>to <00:27:11.939>be <00:27:12.039>generated <00:27:12.139>and <00:27:12.239>we <00:27:12.339>went <00:27:12.439>with

00:27:13.590 --> 00:27:13.600 align:start position:0%
<00:27:13.590>like <00:27:13.591>it <00:27:13.592>to <00:27:13.593>be <00:27:13.594>generated <00:27:13.595>and <00:27:13.596>we <00:27:13.597>went <00:27:13.599>with

00:27:13.600 --> 00:27:15.750 align:start position:0%
<00:27:13.600>like <00:27:13.693>it <00:27:13.786>to <00:27:13.879>be <00:27:13.973>generated <00:27:14.066>and <00:27:14.159>we <00:27:14.253>went <00:27:14.346>with <00:27:14.439>monor <00:27:14.533>repository <00:27:14.626>uh <00:27:14.719>and <00:27:14.813>we <00:27:14.906>found <00:27:15.000>the

00:27:15.750 --> 00:27:15.760 align:start position:0%
<00:27:15.750>monor <00:27:15.751>repository <00:27:15.753>uh <00:27:15.754>and <00:27:15.756>we <00:27:15.757>found <00:27:15.759>the

00:27:15.760 --> 00:27:18.549 align:start position:0%
<00:27:15.760>monor <00:27:15.876>repository <00:27:15.993>uh <00:27:16.110>and <00:27:16.226>we <00:27:16.343>found <00:27:16.460>the <00:27:16.576>mono <00:27:16.693>repository <00:27:16.810>much <00:27:16.926>better <00:27:17.043>because <00:27:17.160>uh

00:27:18.549 --> 00:27:18.559 align:start position:0%
<00:27:18.549>mono <00:27:18.550>repository <00:27:18.552>much <00:27:18.554>better <00:27:18.556>because <00:27:18.558>uh

00:27:18.559 --> 00:27:21.590 align:start position:0%
<00:27:18.559>mono <00:27:18.675>repository <00:27:18.792>much <00:27:18.908>better <00:27:19.025>because <00:27:19.142>uh <00:27:19.259>AI <00:27:19.375>has <00:27:19.492>access <00:27:19.609>to <00:27:19.725>all <00:27:19.842>the <00:27:19.959>services

00:27:21.590 --> 00:27:21.600 align:start position:0%
<00:27:21.590>AI <00:27:21.591>has <00:27:21.592>access <00:27:21.594>to <00:27:21.596>all <00:27:21.597>the <00:27:21.599>services

00:27:21.600 --> 00:27:23.830 align:start position:0%
<00:27:21.600>AI <00:27:21.699>has <00:27:21.800>access <00:27:21.899>to <00:27:22.000>all <00:27:22.100>the <00:27:22.199>services <00:27:22.300>together <00:27:22.399>in <00:27:22.500>a <00:27:22.600>single <00:27:22.699>place <00:27:22.800>but <00:27:22.899>it <00:27:23.000>has

00:27:23.830 --> 00:27:23.840 align:start position:0%
<00:27:23.830>together <00:27:23.831>in <00:27:23.832>a <00:27:23.833>single <00:27:23.835>place <00:27:23.836>but <00:27:23.837>it <00:27:23.839>has

00:27:23.840 --> 00:27:26.310 align:start position:0%
<00:27:23.840>together <00:27:23.933>in <00:27:24.026>a <00:27:24.120>single <00:27:24.213>place <00:27:24.306>but <00:27:24.399>it <00:27:24.493>has <00:27:24.586>also <00:27:24.679>a <00:27:24.773>drawbacks <00:27:24.866>you <00:27:24.959>need <00:27:25.053>to <00:27:25.146>be <00:27:25.240>cautious

00:27:26.310 --> 00:27:26.320 align:start position:0%
<00:27:26.310>also <00:27:26.311>a <00:27:26.312>drawbacks <00:27:26.313>you <00:27:26.315>need <00:27:26.316>to <00:27:26.317>be <00:27:26.319>cautious

00:27:26.320 --> 00:27:28.149 align:start position:0%
<00:27:26.320>also <00:27:26.419>a <00:27:26.520>drawbacks <00:27:26.620>you <00:27:26.720>need <00:27:26.820>to <00:27:26.919>be <00:27:27.020>cautious <00:27:27.120>because <00:27:27.220>we <00:27:27.320>observe <00:27:27.419>that <00:27:27.520>AI <00:27:27.620>has <00:27:27.720>a

00:27:28.149 --> 00:27:28.159 align:start position:0%
<00:27:28.149>because <00:27:28.150>we <00:27:28.152>observe <00:27:28.153>that <00:27:28.155>AI <00:27:28.156>has <00:27:28.158>a

00:27:28.159 --> 00:27:31.110 align:start position:0%
<00:27:28.159>because <00:27:28.252>we <00:27:28.345>observe <00:27:28.439>that <00:27:28.532>AI <00:27:28.625>has <00:27:28.719>a <00:27:28.812>tendency <00:27:28.905>that <00:27:28.999>if <00:27:29.092>you <00:27:29.185>ask <00:27:29.279>a <00:27:29.372>task <00:27:29.465>it <00:27:29.559>is

00:27:31.110 --> 00:27:31.120 align:start position:0%
<00:27:31.110>tendency <00:27:31.111>that <00:27:31.112>if <00:27:31.113>you <00:27:31.114>ask <00:27:31.115>a <00:27:31.116>task <00:27:31.117>it <00:27:31.119>is

00:27:31.120 --> 00:27:33.190 align:start position:0%
<00:27:31.120>tendency <00:27:31.219>that <00:27:31.320>if <00:27:31.419>you <00:27:31.520>ask <00:27:31.620>a <00:27:31.719>task <00:27:31.820>it <00:27:31.919>is <00:27:32.020>suddenly <00:27:32.120>searching <00:27:32.219>through <00:27:32.320>all <00:27:32.419>the <00:27:32.520>files

00:27:33.190 --> 00:27:33.200 align:start position:0%
<00:27:33.190>suddenly <00:27:33.191>searching <00:27:33.193>through <00:27:33.195>all <00:27:33.197>the <00:27:33.199>files

00:27:33.200 --> 00:27:34.870 align:start position:0%
<00:27:33.200>suddenly <00:27:33.316>searching <00:27:33.433>through <00:27:33.550>all <00:27:33.666>the <00:27:33.783>files <00:27:33.900>It's <00:27:34.016>many <00:27:34.133>times <00:27:34.250>showing <00:27:34.366>on <00:27:34.483>the <00:27:34.600>agent

00:27:34.870 --> 00:27:34.880 align:start position:0%
<00:27:34.870>It's <00:27:34.871>many <00:27:34.873>times <00:27:34.874>showing <00:27:34.876>on <00:27:34.877>the <00:27:34.879>agent

00:27:34.880 --> 00:27:36.630 align:start position:0%
<00:27:34.880>It's <00:27:34.987>many <00:27:35.095>times <00:27:35.203>showing <00:27:35.310>on <00:27:35.418>the <00:27:35.526>agent <00:27:35.633>thinking <00:27:35.741>that <00:27:35.849>there <00:27:35.956>is <00:27:36.064>a <00:27:36.172>star/st <00:27:36.280>star

00:27:36.630 --> 00:27:36.640 align:start position:0%
<00:27:36.630>thinking <00:27:36.631>that <00:27:36.633>there <00:27:36.634>is <00:27:36.636>a <00:27:36.637>star/st <00:27:36.639>star

00:27:36.640 --> 00:27:38.230 align:start position:0%
<00:27:36.640>thinking <00:27:36.747>that <00:27:36.855>there <00:27:36.963>is <00:27:37.070>a <00:27:37.178>star/st <00:27:37.286>star <00:27:37.393>star <00:27:37.501>and <00:27:37.609>it's <00:27:37.716>going <00:27:37.824>through <00:27:37.932>all <00:27:38.040>the

00:27:38.230 --> 00:27:38.240 align:start position:0%
<00:27:38.230>star <00:27:38.231>and <00:27:38.233>it's <00:27:38.234>going <00:27:38.236>through <00:27:38.237>all <00:27:38.239>the

00:27:38.240 --> 00:27:40.070 align:start position:0%
<00:27:38.240>star <00:27:38.340>and <00:27:38.440>it's <00:27:38.540>going <00:27:38.640>through <00:27:38.740>all <00:27:38.840>the <00:27:38.940>codebase. <00:27:39.040>So <00:27:39.140>it's <00:27:39.240>more <00:27:39.340>or <00:27:39.440>less <00:27:39.540>like <00:27:39.640>you

00:27:40.070 --> 00:27:40.080 align:start position:0%
<00:27:40.070>codebase. <00:27:40.071>So <00:27:40.072>it's <00:27:40.073>more <00:27:40.075>or <00:27:40.076>less <00:27:40.077>like <00:27:40.079>you

00:27:40.080 --> 00:27:42.470 align:start position:0%
<00:27:40.080>codebase. <00:27:40.179>So <00:27:40.280>it's <00:27:40.379>more <00:27:40.480>or <00:27:40.580>less <00:27:40.679>like <00:27:40.780>you <00:27:40.879>would <00:27:40.980>ask <00:27:41.080>your <00:27:41.179>intern <00:27:41.280>or <00:27:41.379>new <00:27:41.480>young

00:27:42.470 --> 00:27:42.480 align:start position:0%
<00:27:42.470>would <00:27:42.471>ask <00:27:42.473>your <00:27:42.474>intern <00:27:42.476>or <00:27:42.477>new <00:27:42.479>young

00:27:42.480 --> 00:27:44.470 align:start position:0%
<00:27:42.480>would <00:27:42.596>ask <00:27:42.713>your <00:27:42.830>intern <00:27:42.946>or <00:27:43.063>new <00:27:43.180>young <00:27:43.296>engineer <00:27:43.413>do <00:27:43.530>the <00:27:43.646>reverse <00:27:43.763>engineering <00:27:43.880>of

00:27:44.470 --> 00:27:44.480 align:start position:0%
<00:27:44.470>engineer <00:27:44.471>do <00:27:44.473>the <00:27:44.475>reverse <00:27:44.477>engineering <00:27:44.479>of

00:27:44.480 --> 00:27:45.830 align:start position:0%
<00:27:44.480>engineer <00:27:44.590>do <00:27:44.700>the <00:27:44.811>reverse <00:27:44.921>engineering <00:27:45.032>of <00:27:45.142>entire <00:27:45.253>system <00:27:45.363>and <00:27:45.474>you <00:27:45.584>will <00:27:45.695>understand

00:27:45.830 --> 00:27:45.840 align:start position:0%
<00:27:45.830>entire <00:27:45.831>system <00:27:45.833>and <00:27:45.835>you <00:27:45.837>will <00:27:45.839>understand

00:27:45.840 --> 00:27:47.990 align:start position:0%
<00:27:45.840>entire <00:27:45.933>system <00:27:46.026>and <00:27:46.120>you <00:27:46.213>will <00:27:46.306>understand <00:27:46.399>what <00:27:46.493>we <00:27:46.586>do <00:27:46.679>and <00:27:46.773>more <00:27:46.866>or <00:27:46.959>less <00:27:47.053>AI <00:27:47.146>is <00:27:47.240>doing

00:27:47.990 --> 00:27:48.000 align:start position:0%
<00:27:47.990>what <00:27:47.991>we <00:27:47.992>do <00:27:47.993>and <00:27:47.994>more <00:27:47.995>or <00:27:47.996>less <00:27:47.997>AI <00:27:47.998>is <00:27:47.999>doing

00:27:48.000 --> 00:27:49.830 align:start position:0%
<00:27:48.000>what <00:27:48.093>we <00:27:48.186>do <00:27:48.280>and <00:27:48.373>more <00:27:48.466>or <00:27:48.560>less <00:27:48.653>AI <00:27:48.746>is <00:27:48.840>doing <00:27:48.933>that <00:27:49.026>with <00:27:49.120>every <00:27:49.213>question. <00:27:49.306>[laughter] <00:27:49.400>So

00:27:49.830 --> 00:27:49.840 align:start position:0%
<00:27:49.830>that <00:27:49.831>with <00:27:49.833>every <00:27:49.835>question. <00:27:49.837>[laughter] <00:27:49.839>So

00:27:49.840 --> 00:27:52.070 align:start position:0%
<00:27:49.840>that <00:27:49.939>with <00:27:50.040>every <00:27:50.139>question. <00:27:50.240>[laughter] <00:27:50.340>So <00:27:50.439>that <00:27:50.540>that <00:27:50.639>is <00:27:50.740>really <00:27:50.840>not <00:27:50.939>not <00:27:51.040>a <00:27:51.139>good <00:27:51.240>idea.

00:27:52.070 --> 00:27:52.080 align:start position:0%
<00:27:52.070>that <00:27:52.071>that <00:27:52.072>is <00:27:52.073>really <00:27:52.074>not <00:27:52.075>not <00:27:52.076>a <00:27:52.077>good <00:27:52.079>idea.

00:27:52.080 --> 00:27:54.710 align:start position:0%
<00:27:52.080>that <00:27:52.162>that <00:27:52.244>is <00:27:52.327>really <00:27:52.409>not <00:27:52.491>not <00:27:52.574>a <00:27:52.656>good <00:27:52.738>idea. <00:27:52.821>So <00:27:52.903>we <00:27:52.985>put <00:27:53.068>the <00:27:53.150>rule <00:27:53.232>in <00:27:53.315>our <00:27:53.397>highle <00:27:53.480>rules

00:27:54.710 --> 00:27:54.720 align:start position:0%
<00:27:54.710>So <00:27:54.711>we <00:27:54.712>put <00:27:54.713>the <00:27:54.714>rule <00:27:54.715>in <00:27:54.716>our <00:27:54.717>highle <00:27:54.719>rules

00:27:54.720 --> 00:27:56.789 align:start position:0%
<00:27:54.720>So <00:27:54.813>we <00:27:54.906>put <00:27:55.000>the <00:27:55.093>rule <00:27:55.186>in <00:27:55.280>our <00:27:55.373>highle <00:27:55.466>rules <00:27:55.560>that <00:27:55.653>it <00:27:55.746>should <00:27:55.840>not <00:27:55.933>traverse <00:27:56.026>rent <00:27:56.120>our

00:27:56.789 --> 00:27:56.799 align:start position:0%
<00:27:56.789>that <00:27:56.790>it <00:27:56.792>should <00:27:56.793>not <00:27:56.795>traverse <00:27:56.796>rent <00:27:56.798>our

00:27:56.799 --> 00:27:58.470 align:start position:0%
<00:27:56.799>that <00:27:56.899>it <00:27:56.999>should <00:27:57.099>not <00:27:57.199>traverse <00:27:57.299>rent <00:27:57.399>our <00:27:57.499>repository <00:27:57.599>but <00:27:57.699>it <00:27:57.799>should <00:27:57.899>go <00:27:57.999>first <00:27:58.099>to <00:27:58.199>the

00:27:58.470 --> 00:27:58.480 align:start position:0%
<00:27:58.470>repository <00:27:58.471>but <00:27:58.472>it <00:27:58.473>should <00:27:58.475>go <00:27:58.476>first <00:27:58.477>to <00:27:58.479>the

00:27:58.480 --> 00:28:00.630 align:start position:0%
<00:27:58.480>repository <00:27:58.580>but <00:27:58.680>it <00:27:58.780>should <00:27:58.880>go <00:27:58.980>first <00:27:59.080>to <00:27:59.180>the <00:27:59.280>diagrams <00:27:59.380>check <00:27:59.480>which <00:27:59.580>part <00:27:59.680>of <00:27:59.780>a <00:27:59.880>system

00:28:00.630 --> 00:28:00.640 align:start position:0%
<00:28:00.630>diagrams <00:28:00.631>check <00:28:00.633>which <00:28:00.634>part <00:28:00.636>of <00:28:00.637>a <00:28:00.639>system

00:28:00.640 --> 00:28:02.870 align:start position:0%
<00:28:00.640>diagrams <00:28:00.740>check <00:28:00.840>which <00:28:00.940>part <00:28:01.040>of <00:28:01.140>a <00:28:01.240>system <00:28:01.340>could <00:28:01.440>be <00:28:01.540>related <00:28:01.640>to <00:28:01.740>this <00:28:01.840>task <00:28:01.940>and <00:28:02.040>then

00:28:02.870 --> 00:28:02.880 align:start position:0%
<00:28:02.870>could <00:28:02.871>be <00:28:02.872>related <00:28:02.873>to <00:28:02.875>this <00:28:02.876>task <00:28:02.877>and <00:28:02.879>then

00:28:02.880 --> 00:28:04.950 align:start position:0%
<00:28:02.880>could <00:28:02.996>be <00:28:03.113>related <00:28:03.230>to <00:28:03.346>this <00:28:03.463>task <00:28:03.580>and <00:28:03.696>then <00:28:03.813>search <00:28:03.930>only <00:28:04.046>these <00:28:04.163>microservices. <00:28:04.280>Thank

00:28:04.950 --> 00:28:04.960 align:start position:0%
<00:28:04.950>search <00:28:04.952>only <00:28:04.954>these <00:28:04.956>microservices. <00:28:04.959>Thank

00:28:04.960 --> 00:28:05.190 align:start position:0%
<00:28:04.960>search <00:28:05.001>only <00:28:05.042>these <00:28:05.084>microservices. <00:28:05.125>Thank <00:28:05.167>you.

00:28:05.190 --> 00:28:05.200 align:start position:0%
you.

00:28:05.200 --> 00:28:06.950 align:start position:0%
<00:28:05.200>you. <00:28:05.375>&gt;&gt; <00:28:05.550>All <00:28:05.725>right. <00:28:05.900>Thank <00:28:06.075>you <00:28:06.250>very <00:28:06.425>much. <00:28:06.600>Thank

00:28:06.950 --> 00:28:06.960 align:start position:0%
<00:28:06.950>&gt;&gt; <00:28:06.951>All <00:28:06.952>right. <00:28:06.953>Thank <00:28:06.955>you <00:28:06.956>very <00:28:06.957>much. <00:28:06.959>Thank

00:28:06.960 --> 00:28:09.760 align:start position:0%
<00:28:06.960>&gt;&gt; <00:28:07.100>All <00:28:07.240>right. <00:28:07.380>Thank <00:28:07.520>you <00:28:07.660>very <00:28:07.800>much. <00:28:07.940>Thank <00:28:08.080>you. <00:28:08.220>Thank <00:28:08.360>you.