WEBVTT

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<00:00:03.120>Okay. <00:00:03.353>So <00:00:03.586>there's <00:00:03.820>this <00:00:04.053>huge <00:00:04.286>trend <00:00:04.520>going

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<00:00:06.150>Okay. <00:00:06.151>So <00:00:06.153>there's <00:00:06.154>this <00:00:06.156>huge <00:00:06.157>trend <00:00:06.159>going

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<00:00:06.160>Okay. <00:00:06.253>So <00:00:06.346>there's <00:00:06.440>this <00:00:06.533>huge <00:00:06.626>trend <00:00:06.720>going <00:00:06.813>on <00:00:06.906>right <00:00:07.000>now <00:00:07.093>with <00:00:07.186>all <00:00:07.280>the <00:00:07.373>AI <00:00:07.466>agents <00:00:07.560>and

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<00:00:09.190>on <00:00:09.191>right <00:00:09.192>now <00:00:09.193>with <00:00:09.194>all <00:00:09.195>the <00:00:09.196>AI <00:00:09.197>agents <00:00:09.199>and

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<00:00:09.200>on <00:00:09.299>right <00:00:09.399>now <00:00:09.500>with <00:00:09.600>all <00:00:09.700>the <00:00:09.799>AI <00:00:09.899>agents <00:00:10.000>and <00:00:10.100>many <00:00:10.200>people <00:00:10.299>are <00:00:10.399>trying <00:00:10.500>to <00:00:10.600>totally

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<00:00:11.190>many <00:00:11.191>people <00:00:11.193>are <00:00:11.195>trying <00:00:11.197>to <00:00:11.199>totally

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<00:00:11.200>many <00:00:11.426>people <00:00:11.652>are <00:00:11.879>trying <00:00:12.105>to <00:00:12.331>totally <00:00:12.558>automate

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automate

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<00:00:12.719>automate <00:00:12.894>uh <00:00:13.068>the <00:00:13.244>way <00:00:13.418>we're <00:00:13.594>doing <00:00:13.768>especially <00:00:13.943>UI <00:00:14.119>end

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<00:00:15.990>uh <00:00:15.991>the <00:00:15.992>way <00:00:15.993>we're <00:00:15.995>doing <00:00:15.996>especially <00:00:15.997>UI <00:00:15.999>end

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<00:00:16.000>uh <00:00:16.093>the <00:00:16.186>way <00:00:16.280>we're <00:00:16.373>doing <00:00:16.466>especially <00:00:16.560>UI <00:00:16.653>end <00:00:16.746>to <00:00:16.840>end <00:00:16.933>tests <00:00:17.026>with <00:00:17.120>AI <00:00:17.213>agents <00:00:17.306>and <00:00:17.400>my

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<00:00:18.310>to <00:00:18.311>end <00:00:18.312>tests <00:00:18.313>with <00:00:18.315>AI <00:00:18.316>agents <00:00:18.317>and <00:00:18.319>my

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<00:00:18.320>to <00:00:18.420>end <00:00:18.520>tests <00:00:18.620>with <00:00:18.720>AI <00:00:18.820>agents <00:00:18.920>and <00:00:19.020>my <00:00:19.120>question <00:00:19.220>is <00:00:19.320>if <00:00:19.420>you <00:00:19.520>know <00:00:19.620>doing <00:00:19.720>like

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<00:00:21.750>question <00:00:21.751>is <00:00:21.753>if <00:00:21.754>you <00:00:21.756>know <00:00:21.757>doing <00:00:21.759>like

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<00:00:21.760>question <00:00:21.876>is <00:00:21.993>if <00:00:22.110>you <00:00:22.226>know <00:00:22.343>doing <00:00:22.460>like <00:00:22.576>selenium <00:00:22.693>cypress <00:00:22.810>playright <00:00:22.926>for <00:00:23.043>years <00:00:23.160>and

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<00:00:24.950>selenium <00:00:24.951>cypress <00:00:24.953>playright <00:00:24.955>for <00:00:24.957>years <00:00:24.959>and

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<00:00:24.960>selenium <00:00:25.064>cypress <00:00:25.169>playright <00:00:25.273>for <00:00:25.378>years <00:00:25.482>and <00:00:25.587>years <00:00:25.691>and <00:00:25.796>years <00:00:25.900>does <00:00:26.005>it <00:00:26.109>even <00:00:26.214>make <00:00:26.319>sense

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<00:00:26.470>years <00:00:26.471>and <00:00:26.472>years <00:00:26.473>does <00:00:26.475>it <00:00:26.476>even <00:00:26.477>make <00:00:26.479>sense

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<00:00:26.480>years <00:00:26.580>and <00:00:26.680>years <00:00:26.780>does <00:00:26.880>it <00:00:26.980>even <00:00:27.080>make <00:00:27.180>sense <00:00:27.280>to <00:00:27.380>know <00:00:27.480>them <00:00:27.580>anymore <00:00:27.680>doesn't <00:00:27.780>make <00:00:27.880>sense

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<00:00:28.070>to <00:00:28.071>know <00:00:28.073>them <00:00:28.074>anymore <00:00:28.076>doesn't <00:00:28.077>make <00:00:28.078>sense

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<00:00:28.080>to <00:00:28.180>know <00:00:28.279>them <00:00:28.380>anymore <00:00:28.479>doesn't <00:00:28.580>make <00:00:28.680>sense <00:00:28.779>to <00:00:28.880>use <00:00:28.979>them <00:00:29.080>anymore <00:00:29.180>or <00:00:29.279>will <00:00:29.380>they <00:00:29.479>just

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<00:00:30.630>to <00:00:30.631>use <00:00:30.632>them <00:00:30.633>anymore <00:00:30.635>or <00:00:30.636>will <00:00:30.637>they <00:00:30.639>just

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<00:00:30.640>to <00:00:30.756>use <00:00:30.873>them <00:00:30.990>anymore <00:00:31.106>or <00:00:31.223>will <00:00:31.340>they <00:00:31.456>just <00:00:31.573>vanish <00:00:31.690>into <00:00:31.806>nothingness <00:00:31.923>this. <00:00:32.040>[snorts]

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<00:00:34.069>vanish <00:00:34.071>into <00:00:34.073>nothingness <00:00:34.075>this. <00:00:34.078>[snorts]

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<00:00:34.079>vanish <00:00:34.172>into <00:00:34.265>nothingness <00:00:34.359>this. <00:00:34.452>[snorts] <00:00:34.545>So <00:00:34.639>first <00:00:34.732>I <00:00:34.825>want <00:00:34.919>us <00:00:35.012>to <00:00:35.105>look <00:00:35.199>at <00:00:35.292>one <00:00:35.385>of <00:00:35.479>the

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<00:00:38.069>So <00:00:38.069>first <00:00:38.070>I <00:00:38.071>want <00:00:38.072>us <00:00:38.073>to <00:00:38.074>look <00:00:38.075>at <00:00:38.076>one <00:00:38.077>of <00:00:38.078>the

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<00:00:38.079>So <00:00:38.158>first <00:00:38.238>I <00:00:38.318>want <00:00:38.398>us <00:00:38.478>to <00:00:38.558>look <00:00:38.638>at <00:00:38.718>one <00:00:38.798>of <00:00:38.878>the <00:00:38.958>big <00:00:39.038>problems <00:00:39.118>when <00:00:39.198>it <00:00:39.278>comes <00:00:39.358>down <00:00:39.438>to

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<00:00:39.590>big <00:00:39.591>problems <00:00:39.593>when <00:00:39.594>it <00:00:39.596>comes <00:00:39.597>down <00:00:39.599>to

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<00:00:39.600>big <00:00:39.700>problems <00:00:39.800>when <00:00:39.900>it <00:00:40.000>comes <00:00:40.100>down <00:00:40.200>to <00:00:40.300>actually <00:00:40.400>doing <00:00:40.500>end <00:00:40.600>to <00:00:40.700>end <00:00:40.800>and <00:00:40.900>UI <00:00:41.000>test

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<00:00:41.910>actually <00:00:41.911>doing <00:00:41.912>end <00:00:41.913>to <00:00:41.915>end <00:00:41.916>and <00:00:41.917>UI <00:00:41.919>test

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<00:00:41.920>actually <00:00:42.027>doing <00:00:42.135>end <00:00:42.243>to <00:00:42.350>end <00:00:42.458>and <00:00:42.566>UI <00:00:42.673>test <00:00:42.781>and <00:00:42.889>this <00:00:42.996>is <00:00:43.104>the <00:00:43.212>selector <00:00:43.320>maintenance

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<00:00:43.750>and <00:00:43.751>this <00:00:43.753>is <00:00:43.755>the <00:00:43.757>selector <00:00:43.759>maintenance

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<00:00:43.760>and <00:00:43.876>this <00:00:43.993>is <00:00:44.110>the <00:00:44.226>selector <00:00:44.343>maintenance <00:00:44.460>task. <00:00:44.576>Right? <00:00:44.693>So <00:00:44.809>whenever <00:00:44.926>we're <00:00:45.043>doing <00:00:45.160>our

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<00:00:46.630>task. <00:00:46.631>Right? <00:00:46.633>So <00:00:46.634>whenever <00:00:46.636>we're <00:00:46.637>doing <00:00:46.639>our

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<00:00:46.640>task. <00:00:46.747>Right? <00:00:46.855>So <00:00:46.963>whenever <00:00:47.070>we're <00:00:47.178>doing <00:00:47.286>our <00:00:47.393>automation <00:00:47.501>scripts, <00:00:47.609>we <00:00:47.716>need <00:00:47.824>to <00:00:47.932>make <00:00:48.040>sure

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<00:00:48.790>automation <00:00:48.791>scripts, <00:00:48.793>we <00:00:48.794>need <00:00:48.796>to <00:00:48.797>make <00:00:48.799>sure

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<00:00:48.800>automation <00:00:48.916>scripts, <00:00:49.033>we <00:00:49.150>need <00:00:49.266>to <00:00:49.383>make <00:00:49.500>sure <00:00:49.616>that <00:00:49.733>we're <00:00:49.849>putting <00:00:49.966>the <00:00:50.083>right <00:00:50.199>selector.

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<00:00:50.950>that <00:00:50.951>we're <00:00:50.953>putting <00:00:50.955>the <00:00:50.957>right <00:00:50.959>selector.

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<00:00:50.960>that <00:00:51.060>we're <00:00:51.160>putting <00:00:51.260>the <00:00:51.360>right <00:00:51.460>selector. <00:00:51.560>It <00:00:51.660>can <00:00:51.760>be <00:00:51.860>CSS, <00:00:51.960>this <00:00:52.060>can <00:00:52.160>be <00:00:52.260>XPath <00:00:52.360>ID

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<00:00:53.910>It <00:00:53.911>can <00:00:53.912>be <00:00:53.913>CSS, <00:00:53.914>this <00:00:53.915>can <00:00:53.916>be <00:00:53.917>XPath <00:00:53.919>ID

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<00:00:53.920>It <00:00:54.020>can <00:00:54.120>be <00:00:54.220>CSS, <00:00:54.320>this <00:00:54.420>can <00:00:54.520>be <00:00:54.620>XPath <00:00:54.720>ID <00:00:54.820>bindings, <00:00:54.920>whatever. <00:00:55.020>Right? <00:00:55.120>We <00:00:55.220>have <00:00:55.320>the

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<00:00:55.910>bindings, <00:00:55.911>whatever. <00:00:55.913>Right? <00:00:55.915>We <00:00:55.917>have <00:00:55.919>the

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<00:00:55.920>bindings, <00:00:56.020>whatever. <00:00:56.120>Right? <00:00:56.220>We <00:00:56.320>have <00:00:56.420>the <00:00:56.520>data <00:00:56.620>test <00:00:56.720>ids <00:00:56.820>and <00:00:56.920>so <00:00:57.020>on <00:00:57.120>and <00:00:57.220>so <00:00:57.320>forth.

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<00:00:59.349>data <00:00:59.350>test <00:00:59.351>ids <00:00:59.352>and <00:00:59.353>so <00:00:59.354>on <00:00:59.355>and <00:00:59.356>so <00:00:59.358>forth.

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<00:00:59.359>data <00:00:59.459>test <00:00:59.559>ids <00:00:59.659>and <00:00:59.759>so <00:00:59.859>on <00:00:59.959>and <00:01:00.059>so <00:01:00.159>forth. <00:01:00.259>all <00:01:00.359>various <00:01:00.459>things <00:01:00.559>that <00:01:00.659>have <00:01:00.759>been

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<00:01:02.630>all <00:01:02.631>various <00:01:02.633>things <00:01:02.635>that <00:01:02.637>have <00:01:02.639>been

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<00:01:02.640>all <00:01:02.747>various <00:01:02.855>things <00:01:02.963>that <00:01:03.070>have <00:01:03.178>been <00:01:03.286>selected <00:01:03.393>in <00:01:03.501>the <00:01:03.609>hope <00:01:03.716>of <00:01:03.824>allowing <00:01:03.932>us <00:01:04.040>to

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<00:01:05.990>selected <00:01:05.991>in <00:01:05.992>the <00:01:05.993>hope <00:01:05.995>of <00:01:05.996>allowing <00:01:05.997>us <00:01:05.999>to

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<00:01:06.000>selected <00:01:06.107>in <00:01:06.215>the <00:01:06.323>hope <00:01:06.430>of <00:01:06.538>allowing <00:01:06.646>us <00:01:06.753>to <00:01:06.861>have <00:01:06.969>a <00:01:07.076>more <00:01:07.184>robust <00:01:07.292>UI <00:01:07.400>testing

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<00:01:09.109>have <00:01:09.110>a <00:01:09.112>more <00:01:09.114>robust <00:01:09.116>UI <00:01:09.118>testing

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<00:01:09.119>have <00:01:09.246>a <00:01:09.373>more <00:01:09.500>robust <00:01:09.628>UI <00:01:09.755>testing <00:01:09.882>experience. <00:01:10.009>But <00:01:10.137>the <00:01:10.264>reality <00:01:10.391>is <00:01:10.519>still

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<00:01:11.830>experience. <00:01:11.831>But <00:01:11.833>the <00:01:11.835>reality <00:01:11.837>is <00:01:11.839>still

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<00:01:11.840>experience. <00:01:11.967>But <00:01:12.094>the <00:01:12.221>reality <00:01:12.349>is <00:01:12.476>still <00:01:12.603>that <00:01:12.730>DOMs <00:01:12.858>are <00:01:12.985>often <00:01:13.112>very <00:01:13.240>dynamic,

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<00:01:14.469>that <00:01:14.470>DOMs <00:01:14.472>are <00:01:14.474>often <00:01:14.476>very <00:01:14.478>dynamic,

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<00:01:14.479>that <00:01:14.595>DOMs <00:01:14.712>are <00:01:14.829>often <00:01:14.945>very <00:01:15.062>dynamic, <00:01:15.179>especially <00:01:15.295>if <00:01:15.412>you're <00:01:15.529>trying <00:01:15.645>to <00:01:15.762>do <00:01:15.879>fancy,

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<00:01:16.550>especially <00:01:16.551>if <00:01:16.553>you're <00:01:16.554>trying <00:01:16.556>to <00:01:16.557>do <00:01:16.559>fancy,

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<00:01:16.560>especially <00:01:16.676>if <00:01:16.793>you're <00:01:16.910>trying <00:01:17.026>to <00:01:17.143>do <00:01:17.260>fancy, <00:01:17.376>cool <00:01:17.493>looking <00:01:17.610>and <00:01:17.726>interesting <00:01:17.843>UIs, <00:01:17.960>right?

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<00:01:20.870>cool <00:01:20.871>looking <00:01:20.873>and <00:01:20.875>interesting <00:01:20.877>UIs, <00:01:20.878>right?

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<00:01:20.880>cool <00:01:20.990>looking <00:01:21.100>and <00:01:21.211>interesting <00:01:21.321>UIs, <00:01:21.432>right? <00:01:21.542>If <00:01:21.653>you're <00:01:21.763>looking <00:01:21.874>with <00:01:21.984>React, <00:01:22.095>with

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<00:01:22.230>If <00:01:22.231>you're <00:01:22.233>looking <00:01:22.235>with <00:01:22.237>React, <00:01:22.238>with

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<00:01:22.240>If <00:01:22.356>you're <00:01:22.473>looking <00:01:22.589>with <00:01:22.706>React, <00:01:22.823>with <00:01:22.940>Tailwind, <00:01:23.056>with <00:01:23.173>CSS <00:01:23.289>in <00:01:23.406>JavaScript <00:01:23.523>and <00:01:23.640>so

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<00:01:25.510>Tailwind, <00:01:25.511>with <00:01:25.513>CSS <00:01:25.514>in <00:01:25.516>JavaScript <00:01:25.517>and <00:01:25.518>so

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<00:01:25.520>Tailwind, <00:01:25.613>with <00:01:25.706>CSS <00:01:25.800>in <00:01:25.893>JavaScript <00:01:25.986>and <00:01:26.080>so <00:01:26.173>on <00:01:26.266>and <00:01:26.360>we <00:01:26.453>end <00:01:26.546>up <00:01:26.640>with <00:01:26.733>about <00:01:26.826>20% <00:01:26.920>of

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<00:01:30.710>on <00:01:30.711>and <00:01:30.712>we <00:01:30.713>end <00:01:30.714>up <00:01:30.715>with <00:01:30.716>about <00:01:30.717>20% <00:01:30.719>of

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<00:01:30.720>on <00:01:30.827>and <00:01:30.935>we <00:01:31.043>end <00:01:31.150>up <00:01:31.258>with <00:01:31.366>about <00:01:31.473>20% <00:01:31.581>of <00:01:31.689>quality <00:01:31.796>engineering <00:01:31.904>effort <00:01:32.012>being <00:01:32.120>wasted

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<00:01:32.789>quality <00:01:32.791>engineering <00:01:32.793>effort <00:01:32.795>being <00:01:32.798>wasted

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<00:01:32.799>quality <00:01:32.954>engineering <00:01:33.110>effort <00:01:33.265>being <00:01:33.421>wasted <00:01:33.576>in <00:01:33.732>maintaining <00:01:33.887>these <00:01:34.043>automated <00:01:34.199>scripts

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<00:01:36.469>in <00:01:36.471>maintaining <00:01:36.473>these <00:01:36.475>automated <00:01:36.478>scripts

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<00:01:36.479>in <00:01:36.679>maintaining <00:01:36.879>these <00:01:37.079>automated <00:01:37.279>scripts <00:01:37.479>throughout <00:01:37.679>their <00:01:37.879>lifetime.

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<00:01:39.190>throughout <00:01:39.194>their <00:01:39.199>lifetime.

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<00:01:39.200>throughout <00:01:39.666>their <00:01:40.133>lifetime. <00:01:40.600>Uh

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Uh

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<00:01:41.439>Uh <00:01:41.613>they <00:01:41.788>lead <00:01:41.964>to <00:01:42.139>a <00:01:42.314>lot <00:01:42.488>of <00:01:42.663>failures, <00:01:42.839>they

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<00:01:43.270>they <00:01:43.271>lead <00:01:43.272>to <00:01:43.273>a <00:01:43.275>lot <00:01:43.276>of <00:01:43.277>failures, <00:01:43.279>they

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<00:01:43.280>they <00:01:43.367>lead <00:01:43.455>to <00:01:43.542>a <00:01:43.630>lot <00:01:43.717>of <00:01:43.805>failures, <00:01:43.892>they <00:01:43.980>lead <00:01:44.067>to <00:01:44.155>a <00:01:44.242>lot <00:01:44.330>of <00:01:44.417>drifts <00:01:44.505>and <00:01:44.592>of <00:01:44.680>course

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<00:01:45.830>lead <00:01:45.831>to <00:01:45.832>a <00:01:45.833>lot <00:01:45.834>of <00:01:45.835>drifts <00:01:45.836>and <00:01:45.837>of <00:01:45.839>course

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<00:01:45.840>lead <00:01:45.917>to <00:01:45.995>a <00:01:46.073>lot <00:01:46.151>of <00:01:46.228>drifts <00:01:46.306>and <00:01:46.384>of <00:01:46.462>course <00:01:46.540>they <00:01:46.617>also <00:01:46.695>lead <00:01:46.773>to <00:01:46.851>a <00:01:46.928>lot <00:01:47.006>of <00:01:47.084>cost. <00:01:47.162>So <00:01:47.240>we

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<00:01:47.910>they <00:01:47.911>also <00:01:47.911>lead <00:01:47.913>to <00:01:47.914>a <00:01:47.915>lot <00:01:47.916>of <00:01:47.917>cost. <00:01:47.918>So <00:01:47.919>we

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<00:01:47.920>they <00:01:48.002>also <00:01:48.084>lead <00:01:48.167>to <00:01:48.249>a <00:01:48.331>lot <00:01:48.414>of <00:01:48.496>cost. <00:01:48.578>So <00:01:48.661>we <00:01:48.743>can <00:01:48.825>take <00:01:48.908>a <00:01:48.990>typical <00:01:49.072>size <00:01:49.155>mid <00:01:49.237>team. <00:01:49.320>We

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<00:01:50.550>can <00:01:50.551>take <00:01:50.552>a <00:01:50.553>typical <00:01:50.555>size <00:01:50.556>mid <00:01:50.557>team. <00:01:50.559>We

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<00:01:50.560>can <00:01:50.700>take <00:01:50.840>a <00:01:50.980>typical <00:01:51.120>size <00:01:51.260>mid <00:01:51.400>team. <00:01:51.540>We <00:01:51.680>have <00:01:51.820>10 <00:01:51.960>developers

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<00:01:52.550>have <00:01:52.554>10 <00:01:52.559>developers

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<00:01:52.560>have <00:01:52.700>10 <00:01:52.840>developers <00:01:52.980>uh <00:01:53.120>some <00:01:53.260>test <00:01:53.400>engineers <00:01:53.540>or <00:01:53.680>now <00:01:53.820>you <00:01:53.960>have

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<00:01:55.270>uh <00:01:55.271>some <00:01:55.272>test <00:01:55.273>engineers <00:01:55.275>or <00:01:55.276>now <00:01:55.277>you <00:01:55.279>have

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<00:01:55.280>uh <00:01:55.380>some <00:01:55.480>test <00:01:55.580>engineers <00:01:55.680>or <00:01:55.780>now <00:01:55.880>you <00:01:55.980>have <00:01:56.080>this <00:01:56.180>hybrid <00:01:56.280>you're <00:01:56.380>also <00:01:56.480>an <00:01:56.580>engineer <00:01:56.680>a

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<00:01:57.509>this <00:01:57.511>hybrid <00:01:57.512>you're <00:01:57.514>also <00:01:57.516>an <00:01:57.517>engineer <00:01:57.519>a

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<00:01:57.520>this <00:01:57.647>hybrid <00:01:57.774>you're <00:01:57.901>also <00:01:58.029>an <00:01:58.156>engineer <00:01:58.283>a <00:01:58.410>software <00:01:58.538>development <00:01:58.665>engineer <00:01:58.792>also <00:01:58.920>do

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<00:01:59.190>software <00:01:59.192>development <00:01:59.194>engineer <00:01:59.196>also <00:01:59.199>do

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<00:01:59.200>software <00:01:59.327>development <00:01:59.454>engineer <00:01:59.581>also <00:01:59.709>do <00:01:59.836>your <00:01:59.963>own <00:02:00.090>test <00:02:00.218>automation <00:02:00.345>that <00:02:00.472>has <00:02:00.600>been

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<00:02:01.590>your <00:02:01.591>own <00:02:01.593>test <00:02:01.594>automation <00:02:01.596>that <00:02:01.597>has <00:02:01.598>been

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<00:02:01.600>your <00:02:01.707>own <00:02:01.815>test <00:02:01.923>automation <00:02:02.030>that <00:02:02.138>has <00:02:02.246>been <00:02:02.353>sort <00:02:02.461>of <00:02:02.569>pushed <00:02:02.676>forward <00:02:02.784>by <00:02:02.892>Microsoft <00:02:03.000>and

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<00:02:03.990>sort <00:02:03.991>of <00:02:03.993>pushed <00:02:03.994>forward <00:02:03.996>by <00:02:03.997>Microsoft <00:02:03.999>and

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<00:02:04.000>sort <00:02:04.100>of <00:02:04.200>pushed <00:02:04.300>forward <00:02:04.400>by <00:02:04.500>Microsoft <00:02:04.600>and <00:02:04.700>Google <00:02:04.800>and <00:02:04.900>the <00:02:05.000>last <00:02:05.100>years <00:02:05.200>and <00:02:05.300>I <00:02:05.400>don't

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<00:02:07.350>Google <00:02:07.351>and <00:02:07.352>the <00:02:07.353>last <00:02:07.355>years <00:02:07.356>and <00:02:07.357>I <00:02:07.359>don't

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<00:02:07.360>Google <00:02:07.460>and <00:02:07.560>the <00:02:07.660>last <00:02:07.760>years <00:02:07.860>and <00:02:07.960>I <00:02:08.060>don't <00:02:08.160>know <00:02:08.259>let's <00:02:08.359>say <00:02:08.460>we <00:02:08.560>have <00:02:08.660>multiple <00:02:08.759>test

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<00:02:09.990>know <00:02:09.991>let's <00:02:09.993>say <00:02:09.994>we <00:02:09.996>have <00:02:09.997>multiple <00:02:09.999>test

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<00:02:10.000>know <00:02:10.100>let's <00:02:10.199>say <00:02:10.300>we <00:02:10.400>have <00:02:10.500>multiple <00:02:10.600>test <00:02:10.699>runs <00:02:10.800>every <00:02:10.900>day <00:02:11.000>that <00:02:11.100>are <00:02:11.200>going <00:02:11.300>on <00:02:11.400>in

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<00:02:12.390>runs <00:02:12.391>every <00:02:12.392>day <00:02:12.393>that <00:02:12.395>are <00:02:12.396>going <00:02:12.397>on <00:02:12.399>in

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<00:02:12.400>runs <00:02:12.516>every <00:02:12.633>day <00:02:12.750>that <00:02:12.866>are <00:02:12.983>going <00:02:13.100>on <00:02:13.216>in <00:02:13.333>various <00:02:13.450>environments <00:02:13.566>we <00:02:13.683>can <00:02:13.800>imagine

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<00:02:14.869>various <00:02:14.871>environments <00:02:14.873>we <00:02:14.875>can <00:02:14.878>imagine

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<00:02:14.879>various <00:02:15.006>environments <00:02:15.133>we <00:02:15.260>can <00:02:15.388>imagine <00:02:15.515>having <00:02:15.642>I <00:02:15.769>don't <00:02:15.897>know <00:02:16.024>about <00:02:16.151>150 <00:02:16.279>regression

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<00:02:16.949>having <00:02:16.950>I <00:02:16.952>don't <00:02:16.953>know <00:02:16.955>about <00:02:16.956>150 <00:02:16.958>regression

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<00:02:16.959>having <00:02:17.052>I <00:02:17.145>don't <00:02:17.239>know <00:02:17.332>about <00:02:17.425>150 <00:02:17.519>regression <00:02:17.612>tests <00:02:17.705>in <00:02:17.799>this <00:02:17.892>model <00:02:17.985>and <00:02:18.079>we <00:02:18.172>have <00:02:18.265>a <00:02:18.359>3%

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<00:02:19.589>tests <00:02:19.590>in <00:02:19.591>this <00:02:19.592>model <00:02:19.593>and <00:02:19.594>we <00:02:19.595>have <00:02:19.596>a <00:02:19.597>3%

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<00:02:19.599>tests <00:02:19.681>in <00:02:19.763>this <00:02:19.846>model <00:02:19.928>and <00:02:20.010>we <00:02:20.093>have <00:02:20.175>a <00:02:20.257>3% <00:02:20.340>drift <00:02:20.422>So <00:02:20.504>that <00:02:20.587>means <00:02:20.669>that <00:02:20.751>about <00:02:20.834>4 <00:02:20.916>and <00:02:20.999>a

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<00:02:23.510>drift <00:02:23.511>So <00:02:23.512>that <00:02:23.513>means <00:02:23.514>that <00:02:23.515>about <00:02:23.516>4 <00:02:23.517>and <00:02:23.519>a

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<00:02:23.520>drift <00:02:23.620>So <00:02:23.720>that <00:02:23.820>means <00:02:23.920>that <00:02:24.020>about <00:02:24.120>4 <00:02:24.220>and <00:02:24.320>a <00:02:24.420>half <00:02:24.520>selectors <00:02:24.620>are <00:02:24.720>breaking <00:02:24.820>like <00:02:24.920>every

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<00:02:25.670>half <00:02:25.671>selectors <00:02:25.673>are <00:02:25.675>breaking <00:02:25.677>like <00:02:25.679>every

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<00:02:25.680>half <00:02:25.796>selectors <00:02:25.913>are <00:02:26.030>breaking <00:02:26.146>like <00:02:26.263>every <00:02:26.380>week. <00:02:26.496>Well, <00:02:26.613>what <00:02:26.730>does <00:02:26.846>it <00:02:26.963>mean <00:02:27.080>to

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<00:02:27.589>week. <00:02:27.590>Well, <00:02:27.591>what <00:02:27.593>does <00:02:27.595>it <00:02:27.596>mean <00:02:27.597>to

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<00:02:27.599>week. <00:02:27.706>Well, <00:02:27.814>what <00:02:27.922>does <00:02:28.029>it <00:02:28.137>mean <00:02:28.245>to <00:02:28.352>maintain <00:02:28.460>this? <00:02:28.568>So <00:02:28.675>we <00:02:28.783>need <00:02:28.891>to <00:02:28.999>diagnose

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<00:02:29.670>maintain <00:02:29.671>this? <00:02:29.673>So <00:02:29.674>we <00:02:29.676>need <00:02:29.677>to <00:02:29.679>diagnose

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<00:02:29.680>maintain <00:02:29.767>this? <00:02:29.855>So <00:02:29.942>we <00:02:30.030>need <00:02:30.117>to <00:02:30.205>diagnose <00:02:30.292>it. <00:02:30.380>We <00:02:30.467>need <00:02:30.555>to <00:02:30.642>figure <00:02:30.730>out <00:02:30.817>how <00:02:30.905>to <00:02:30.992>fix <00:02:31.080>it.

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<00:02:32.790>it. <00:02:32.791>We <00:02:32.792>need <00:02:32.793>to <00:02:32.794>figure <00:02:32.795>out <00:02:32.796>how <00:02:32.797>to <00:02:32.798>fix <00:02:32.799>it.

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<00:02:32.800>it. <00:02:32.882>We <00:02:32.964>need <00:02:33.047>to <00:02:33.129>figure <00:02:33.211>out <00:02:33.294>how <00:02:33.376>to <00:02:33.458>fix <00:02:33.541>it. <00:02:33.623>And <00:02:33.705>not <00:02:33.788>only <00:02:33.870>to <00:02:33.952>diagnose, <00:02:34.035>we <00:02:34.117>also <00:02:34.200>need

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<00:02:34.470>And <00:02:34.471>not <00:02:34.472>only <00:02:34.473>to <00:02:34.475>diagnose, <00:02:34.476>we <00:02:34.477>also <00:02:34.478>need

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<00:02:34.480>And <00:02:34.567>not <00:02:34.655>only <00:02:34.742>to <00:02:34.829>diagnose, <00:02:34.917>we <00:02:35.005>also <00:02:35.092>need <00:02:35.179>to <00:02:35.267>make <00:02:35.355>sure <00:02:35.442>that <00:02:35.530>it <00:02:35.617>broke <00:02:35.704>for <00:02:35.792>a <00:02:35.880>real

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<00:02:36.150>to <00:02:36.151>make <00:02:36.152>sure <00:02:36.153>that <00:02:36.154>it <00:02:36.155>broke <00:02:36.156>for <00:02:36.157>a <00:02:36.159>real

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<00:02:36.160>to <00:02:36.247>make <00:02:36.335>sure <00:02:36.422>that <00:02:36.510>it <00:02:36.597>broke <00:02:36.685>for <00:02:36.772>a <00:02:36.859>real <00:02:36.947>reason. <00:02:37.035>So <00:02:37.122>first <00:02:37.210>we <00:02:37.297>need <00:02:37.385>to <00:02:37.472>do <00:02:37.560>an

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<00:02:37.750>reason. <00:02:37.751>So <00:02:37.752>first <00:02:37.753>we <00:02:37.755>need <00:02:37.756>to <00:02:37.757>do <00:02:37.759>an

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<00:02:37.760>reason. <00:02:37.859>So <00:02:37.959>first <00:02:38.060>we <00:02:38.160>need <00:02:38.260>to <00:02:38.359>do <00:02:38.459>an <00:02:38.560>analysis <00:02:38.660>of <00:02:38.760>is <00:02:38.859>it <00:02:38.959>actually <00:02:39.060>a <00:02:39.160>feature

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<00:02:40.869>analysis <00:02:40.870>of <00:02:40.872>is <00:02:40.873>it <00:02:40.875>actually <00:02:40.876>a <00:02:40.878>feature

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<00:02:40.879>analysis <00:02:40.995>of <00:02:41.112>is <00:02:41.228>it <00:02:41.345>actually <00:02:41.462>a <00:02:41.578>feature <00:02:41.695>problem? <00:02:41.812>Are <00:02:41.929>we <00:02:42.045>implementing <00:02:42.162>the <00:02:42.279>right

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<00:02:43.270>problem? <00:02:43.271>Are <00:02:43.273>we <00:02:43.275>implementing <00:02:43.277>the <00:02:43.279>right

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<00:02:43.280>problem? <00:02:43.380>Are <00:02:43.480>we <00:02:43.580>implementing <00:02:43.680>the <00:02:43.780>right <00:02:43.880>thing? <00:02:43.980>So <00:02:44.080>we're <00:02:44.180>losing <00:02:44.280>a <00:02:44.380>lot <00:02:44.480>of <00:02:44.580>time <00:02:44.680>in

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<00:02:46.390>thing? <00:02:46.391>So <00:02:46.392>we're <00:02:46.393>losing <00:02:46.394>a <00:02:46.395>lot <00:02:46.396>of <00:02:46.397>time <00:02:46.399>in

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<00:02:46.400>thing? <00:02:46.493>So <00:02:46.586>we're <00:02:46.680>losing <00:02:46.773>a <00:02:46.866>lot <00:02:46.960>of <00:02:47.053>time <00:02:47.146>in <00:02:47.240>doing <00:02:47.333>all <00:02:47.426>of <00:02:47.520>this <00:02:47.613>process. <00:02:47.706>My <00:02:47.800>estimate

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<00:02:49.190>doing <00:02:49.191>all <00:02:49.192>of <00:02:49.194>this <00:02:49.196>process. <00:02:49.197>My <00:02:49.198>estimate

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<00:02:49.200>doing <00:02:49.287>all <00:02:49.375>of <00:02:49.462>this <00:02:49.549>process. <00:02:49.637>My <00:02:49.725>estimate <00:02:49.812>is <00:02:49.899>that <00:02:49.987>over <00:02:50.075>the <00:02:50.162>course <00:02:50.250>of <00:02:50.337>a <00:02:50.424>year <00:02:50.512>such <00:02:50.600>a

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<00:02:51.589>is <00:02:51.590>that <00:02:51.591>over <00:02:51.591>the <00:02:51.593>course <00:02:51.594>of <00:02:51.595>a <00:02:51.596>year <00:02:51.596>such <00:02:51.597>a

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<00:02:51.599>is <00:02:51.681>that <00:02:51.763>over <00:02:51.846>the <00:02:51.928>course <00:02:52.010>of <00:02:52.093>a <00:02:52.175>year <00:02:52.257>such <00:02:52.340>a <00:02:52.422>team <00:02:52.504>is <00:02:52.587>wasting <00:02:52.669>a <00:02:52.751>minimum <00:02:52.834>of <00:02:52.916>1775 <00:02:52.999>hours

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<00:02:57.190>team <00:02:57.191>is <00:02:57.192>wasting <00:02:57.193>a <00:02:57.195>minimum <00:02:57.196>of <00:02:57.197>1775 <00:02:57.198>hours

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<00:02:57.200>team <00:02:57.307>is <00:02:57.415>wasting <00:02:57.523>a <00:02:57.630>minimum <00:02:57.738>of <00:02:57.846>1775 <00:02:57.953>hours <00:02:58.061>uh <00:02:58.169>in <00:02:58.276>engineering <00:02:58.384>time. <00:02:58.492>This <00:02:58.600>translate

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<00:03:00.470>uh <00:03:00.471>in <00:03:00.473>engineering <00:03:00.475>time. <00:03:00.477>This <00:03:00.478>translate

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<00:03:00.480>uh <00:03:00.619>in <00:03:00.760>engineering <00:03:00.899>time. <00:03:01.040>This <00:03:01.179>translate <00:03:01.320>in <00:03:01.459>dollar <00:03:01.600>terms <00:03:01.739>considering <00:03:01.880>average

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<00:03:04.470>in <00:03:04.472>dollar <00:03:04.474>terms <00:03:04.476>considering <00:03:04.478>average

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<00:03:04.480>in <00:03:04.607>dollar <00:03:04.734>terms <00:03:04.861>considering <00:03:04.989>average <00:03:05.116>uh <00:03:05.243>salaries <00:03:05.370>in <00:03:05.498>Western <00:03:05.625>Europe <00:03:05.752>at <00:03:05.880>least

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<00:03:08.710>uh <00:03:08.711>salaries <00:03:08.713>in <00:03:08.714>Western <00:03:08.716>Europe <00:03:08.717>at <00:03:08.719>least

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<00:03:08.720>uh <00:03:08.827>salaries <00:03:08.935>in <00:03:09.043>Western <00:03:09.150>Europe <00:03:09.258>at <00:03:09.366>least <00:03:09.473>to <00:03:09.581>around <00:03:09.689>$8,000. <00:03:09.796>Right? <00:03:09.904>So <00:03:10.012>$8,000 <00:03:10.120>every

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<00:03:12.390>to <00:03:12.391>around <00:03:12.393>$8,000. <00:03:12.394>Right? <00:03:12.396>So <00:03:12.397>$8,000 <00:03:12.399>every

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<00:03:12.400>to <00:03:12.500>around <00:03:12.600>$8,000. <00:03:12.700>Right? <00:03:12.800>So <00:03:12.900>$8,000 <00:03:13.000>every <00:03:13.100>year <00:03:13.200>in <00:03:13.300>payroll <00:03:13.400>is <00:03:13.500>being <00:03:13.600>wasted <00:03:13.700>by <00:03:13.800>the

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<00:03:15.190>year <00:03:15.191>in <00:03:15.192>payroll <00:03:15.193>is <00:03:15.195>being <00:03:15.196>wasted <00:03:15.197>by <00:03:15.198>the

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<00:03:15.200>year <00:03:15.327>in <00:03:15.454>payroll <00:03:15.581>is <00:03:15.709>being <00:03:15.836>wasted <00:03:15.963>by <00:03:16.090>the <00:03:16.218>company <00:03:16.345>to <00:03:16.472>fix <00:03:16.600>locators.

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<00:03:21.280>And <00:03:21.455>what <00:03:21.630>do <00:03:21.805>we <00:03:21.980>do <00:03:22.155>with <00:03:22.330>this? <00:03:22.505>Well, <00:03:22.680>we

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<00:03:23.030>And <00:03:23.031>what <00:03:23.032>do <00:03:23.033>we <00:03:23.034>do <00:03:23.035>with <00:03:23.036>this? <00:03:23.037>Well, <00:03:23.039>we

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<00:03:23.040>And <00:03:23.167>what <00:03:23.294>do <00:03:23.421>we <00:03:23.549>do <00:03:23.676>with <00:03:23.803>this? <00:03:23.930>Well, <00:03:24.058>we <00:03:24.185>have <00:03:24.312>three <00:03:24.440>paradigms.

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<00:03:25.190>have <00:03:25.194>three <00:03:25.198>paradigms.

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<00:03:25.200>have <00:03:25.399>three <00:03:25.600>paradigms. <00:03:25.799>The <00:03:26.000>traditional <00:03:26.200>one, <00:03:26.399>everybody's <00:03:26.600>been

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<00:03:27.350>The <00:03:27.352>traditional <00:03:27.354>one, <00:03:27.356>everybody's <00:03:27.359>been

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<00:03:27.360>The <00:03:27.487>traditional <00:03:27.614>one, <00:03:27.741>everybody's <00:03:27.869>been <00:03:27.996>doing <00:03:28.123>this <00:03:28.250>for <00:03:28.378>years. <00:03:28.505>Uh <00:03:28.632>the <00:03:28.760>full

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<00:03:29.829>doing <00:03:29.831>this <00:03:29.833>for <00:03:29.834>years. <00:03:29.835>Uh <00:03:29.837>the <00:03:29.839>full

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<00:03:29.840>doing <00:03:29.940>this <00:03:30.040>for <00:03:30.140>years. <00:03:30.240>Uh <00:03:30.340>the <00:03:30.440>full <00:03:30.540>agentic <00:03:30.640>one, <00:03:30.740>this <00:03:30.840>is <00:03:30.940>the <00:03:31.040>new <00:03:31.140>fancy <00:03:31.240>trend

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<00:03:32.470>agentic <00:03:32.471>one, <00:03:32.472>this <00:03:32.473>is <00:03:32.475>the <00:03:32.476>new <00:03:32.477>fancy <00:03:32.478>trend

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<00:03:32.480>agentic <00:03:32.573>one, <00:03:32.666>this <00:03:32.760>is <00:03:32.853>the <00:03:32.946>new <00:03:33.040>fancy <00:03:33.133>trend <00:03:33.226>where <00:03:33.320>LLMs <00:03:33.413>are <00:03:33.506>going <00:03:33.600>to <00:03:33.693>save <00:03:33.786>our <00:03:33.880>lives

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<00:03:35.270>where <00:03:35.271>LLMs <00:03:35.272>are <00:03:35.273>going <00:03:35.275>to <00:03:35.276>save <00:03:35.277>our <00:03:35.279>lives

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<00:03:35.280>where <00:03:35.396>LLMs <00:03:35.513>are <00:03:35.630>going <00:03:35.746>to <00:03:35.863>save <00:03:35.980>our <00:03:36.096>lives <00:03:36.213>and <00:03:36.330>make <00:03:36.446>everything <00:03:36.563>better. <00:03:36.680>And

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<00:03:37.829>and <00:03:37.832>make <00:03:37.834>everything <00:03:37.836>better. <00:03:37.839>And

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<00:03:37.840>and <00:03:37.942>make <00:03:38.045>everything <00:03:38.148>better. <00:03:38.251>And <00:03:38.354>personally, <00:03:38.457>I <00:03:38.560>think <00:03:38.663>that's <00:03:38.766>utter

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<00:03:38.869>personally, <00:03:38.871>I <00:03:38.873>think <00:03:38.875>that's <00:03:38.878>utter

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<00:03:38.879>personally, <00:03:39.018>I <00:03:39.159>think <00:03:39.298>that's <00:03:39.439>utter <00:03:39.578>Uh <00:03:39.719>and <00:03:39.858>then <00:03:39.999>there's <00:03:40.138>the <00:03:40.279>hybrid

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<00:03:42.070>Uh <00:03:42.071>and <00:03:42.073>then <00:03:42.075>there's <00:03:42.077>the <00:03:42.078>hybrid

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<00:03:42.079>Uh <00:03:42.179>and <00:03:42.279>then <00:03:42.380>there's <00:03:42.480>the <00:03:42.579>hybrid <00:03:42.679>model <00:03:42.779>which <00:03:42.880>I <00:03:42.980>think <00:03:43.079>is <00:03:43.179>sort <00:03:43.279>of <00:03:43.380>the <00:03:43.480>smart

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<00:03:45.509>model <00:03:45.510>which <00:03:45.511>I <00:03:45.512>think <00:03:45.513>is <00:03:45.514>sort <00:03:45.515>of <00:03:45.516>the <00:03:45.518>smart

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<00:03:45.519>model <00:03:45.606>which <00:03:45.694>I <00:03:45.781>think <00:03:45.869>is <00:03:45.956>sort <00:03:46.044>of <00:03:46.131>the <00:03:46.219>smart <00:03:46.306>direction <00:03:46.394>to <00:03:46.481>go <00:03:46.569>in <00:03:46.656>and <00:03:46.744>that's <00:03:46.831>also <00:03:46.919>what

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<00:03:47.430>direction <00:03:47.431>to <00:03:47.432>go <00:03:47.433>in <00:03:47.435>and <00:03:47.436>that's <00:03:47.437>also <00:03:47.439>what

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<00:03:47.440>direction <00:03:47.540>to <00:03:47.640>go <00:03:47.740>in <00:03:47.840>and <00:03:47.940>that's <00:03:48.040>also <00:03:48.140>what <00:03:48.240>I'm <00:03:48.340>going <00:03:48.440>to <00:03:48.540>propose <00:03:48.640>in <00:03:48.740>this <00:03:48.840>talk.

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<00:03:51.430>I'm <00:03:51.431>going <00:03:51.433>to <00:03:51.434>propose <00:03:51.436>in <00:03:51.437>this <00:03:51.439>talk.

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<00:03:51.440>I'm <00:03:51.556>going <00:03:51.673>to <00:03:51.790>propose <00:03:51.906>in <00:03:52.023>this <00:03:52.140>talk. <00:03:52.256>The <00:03:52.373>traditional <00:03:52.490>is <00:03:52.606>what <00:03:52.723>we're <00:03:52.840>talking

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<00:03:53.750>The <00:03:53.751>traditional <00:03:53.753>is <00:03:53.755>what <00:03:53.757>we're <00:03:53.759>talking

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<00:03:53.760>The <00:03:53.887>traditional <00:03:54.014>is <00:03:54.141>what <00:03:54.269>we're <00:03:54.396>talking <00:03:54.523>right <00:03:54.650>everything <00:03:54.778>is <00:03:54.905>flaky <00:03:55.032>if <00:03:55.160>something

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<00:03:55.670>right <00:03:55.671>everything <00:03:55.673>is <00:03:55.675>flaky <00:03:55.677>if <00:03:55.679>something

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<00:03:55.680>right <00:03:55.796>everything <00:03:55.913>is <00:03:56.030>flaky <00:03:56.146>if <00:03:56.263>something <00:03:56.380>changes <00:03:56.496>we <00:03:56.613>don't <00:03:56.730>know <00:03:56.846>exactly <00:03:56.963>why <00:03:57.080>it

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<00:03:58.710>changes <00:03:58.711>we <00:03:58.713>don't <00:03:58.714>know <00:03:58.716>exactly <00:03:58.717>why <00:03:58.719>it

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<00:03:58.720>changes <00:03:58.813>we <00:03:58.906>don't <00:03:59.000>know <00:03:59.093>exactly <00:03:59.186>why <00:03:59.280>it <00:03:59.373>broke <00:03:59.466>so <00:03:59.560>we <00:03:59.653>need <00:03:59.746>to <00:03:59.840>go <00:03:59.933>and <00:04:00.026>look <00:04:00.120>and

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<00:04:00.630>broke <00:04:00.631>so <00:04:00.632>we <00:04:00.633>need <00:04:00.634>to <00:04:00.635>go <00:04:00.636>and <00:04:00.637>look <00:04:00.638>and

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<00:04:00.640>broke <00:04:00.727>so <00:04:00.815>we <00:04:00.902>need <00:04:00.989>to <00:04:01.077>go <00:04:01.165>and <00:04:01.252>look <00:04:01.339>and <00:04:01.427>spend <00:04:01.515>time <00:04:01.602>in <00:04:01.690>doing <00:04:01.777>that <00:04:01.864>but <00:04:01.952>it <00:04:02.040>executes

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<00:04:03.750>spend <00:04:03.751>time <00:04:03.752>in <00:04:03.753>doing <00:04:03.755>that <00:04:03.756>but <00:04:03.757>it <00:04:03.759>executes

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<00:04:03.760>spend <00:04:03.853>time <00:04:03.946>in <00:04:04.040>doing <00:04:04.133>that <00:04:04.226>but <00:04:04.320>it <00:04:04.413>executes <00:04:04.506>super <00:04:04.600>fast <00:04:04.693>right <00:04:04.786>so <00:04:04.880>we <00:04:04.973>are <00:04:05.066>talking <00:04:05.160>at

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<00:04:06.710>super <00:04:06.711>fast <00:04:06.712>right <00:04:06.713>so <00:04:06.715>we <00:04:06.716>are <00:04:06.717>talking <00:04:06.719>at

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<00:04:06.720>super <00:04:06.836>fast <00:04:06.953>right <00:04:07.070>so <00:04:07.186>we <00:04:07.303>are <00:04:07.420>talking <00:04:07.536>at <00:04:07.653>sometimes <00:04:07.770>milliseconds <00:04:07.886>of <00:04:08.003>execution <00:04:08.120>per

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<00:04:09.830>sometimes <00:04:09.832>milliseconds <00:04:09.834>of <00:04:09.836>execution <00:04:09.839>per

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<00:04:09.840>sometimes <00:04:09.956>milliseconds <00:04:10.073>of <00:04:10.190>execution <00:04:10.306>per <00:04:10.423>step <00:04:10.540>uh <00:04:10.656>a <00:04:10.773>very <00:04:10.890>complicated <00:04:11.006>UI <00:04:11.123>test <00:04:11.240>might

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<00:04:14.470>step <00:04:14.471>uh <00:04:14.472>a <00:04:14.473>very <00:04:14.475>complicated <00:04:14.476>UI <00:04:14.477>test <00:04:14.478>might

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<00:04:14.480>step <00:04:14.579>uh <00:04:14.679>a <00:04:14.780>very <00:04:14.880>complicated <00:04:14.980>UI <00:04:15.079>test <00:04:15.179>might <00:04:15.280>take <00:04:15.380>minutes <00:04:15.480>right <00:04:15.579>[snorts] <00:04:15.679>now <00:04:15.780>with <00:04:15.880>the

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<00:04:16.789>take <00:04:16.790>minutes <00:04:16.791>right <00:04:16.793>[snorts] <00:04:16.794>now <00:04:16.796>with <00:04:16.798>the

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<00:04:16.798>take <00:04:16.899>minutes <00:04:16.998>right <00:04:17.099>[snorts] <00:04:17.198>now <00:04:17.298>with <00:04:17.399>the <00:04:17.498>full <00:04:17.599>agentic <00:04:17.698>mode <00:04:17.798>first <00:04:17.899>of <00:04:17.998>all <00:04:18.099>you <00:04:18.198>have

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<00:04:19.189>full <00:04:19.190>agentic <00:04:19.191>mode <00:04:19.192>first <00:04:19.194>of <00:04:19.195>all <00:04:19.196>you <00:04:19.198>have

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<00:04:19.199>full <00:04:19.299>agentic <00:04:19.399>mode <00:04:19.499>first <00:04:19.599>of <00:04:19.699>all <00:04:19.799>you <00:04:19.899>have <00:04:19.999>API <00:04:20.099>cost <00:04:20.199>so <00:04:20.299>every <00:04:20.399>time <00:04:20.499>you're <00:04:20.599>running

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<00:04:20.949>API <00:04:20.950>cost <00:04:20.952>so <00:04:20.953>every <00:04:20.954>time <00:04:20.956>you're <00:04:20.958>running

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<00:04:20.959>API <00:04:21.052>cost <00:04:21.145>so <00:04:21.238>every <00:04:21.332>time <00:04:21.425>you're <00:04:21.519>running <00:04:21.612>the <00:04:21.705>test, <00:04:21.798>you're <00:04:21.892>going <00:04:21.985>to <00:04:22.079>have <00:04:22.172>to <00:04:22.265>pay, <00:04:22.359>I

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<00:04:22.950>the <00:04:22.951>test, <00:04:22.952>you're <00:04:22.953>going <00:04:22.954>to <00:04:22.955>have <00:04:22.956>to <00:04:22.957>pay, <00:04:22.959>I

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<00:04:22.960>the <00:04:23.047>test, <00:04:23.135>you're <00:04:23.222>going <00:04:23.310>to <00:04:23.397>have <00:04:23.484>to <00:04:23.572>pay, <00:04:23.659>I <00:04:23.747>don't <00:04:23.835>know, <00:04:23.922>be <00:04:24.010>it <00:04:24.097>Claude <00:04:24.185>or <00:04:24.272>Google <00:04:24.359>or

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<00:04:26.710>don't <00:04:26.711>know, <00:04:26.712>be <00:04:26.713>it <00:04:26.715>Claude <00:04:26.716>or <00:04:26.717>Google <00:04:26.719>or

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<00:04:26.720>don't <00:04:26.827>know, <00:04:26.935>be <00:04:27.043>it <00:04:27.150>Claude <00:04:27.258>or <00:04:27.366>Google <00:04:27.473>or <00:04:27.581>Microsoft <00:04:27.689>or <00:04:27.796>whatever. <00:04:27.904>You <00:04:28.012>choose <00:04:28.120>your

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<00:04:28.710>Microsoft <00:04:28.711>or <00:04:28.713>whatever. <00:04:28.715>You <00:04:28.717>choose <00:04:28.719>your

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<00:04:28.720>Microsoft <00:04:28.827>or <00:04:28.935>whatever. <00:04:29.043>You <00:04:29.150>choose <00:04:29.258>your <00:04:29.366>poison. <00:04:29.473>You're <00:04:29.581>going <00:04:29.689>to <00:04:29.796>have <00:04:29.904>to <00:04:30.012>pay <00:04:30.120>the

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<00:04:30.390>poison. <00:04:30.391>You're <00:04:30.392>going <00:04:30.393>to <00:04:30.395>have <00:04:30.396>to <00:04:30.397>pay <00:04:30.399>the

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<00:04:30.400>poison. <00:04:30.487>You're <00:04:30.575>going <00:04:30.662>to <00:04:30.750>have <00:04:30.837>to <00:04:30.924>pay <00:04:31.012>the <00:04:31.099>money <00:04:31.187>to <00:04:31.275>run <00:04:31.362>the <00:04:31.450>test. <00:04:31.537>So, <00:04:31.625>a <00:04:31.712>UI <00:04:31.799>test

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<00:04:34.469>money <00:04:34.470>to <00:04:34.471>run <00:04:34.472>the <00:04:34.473>test. <00:04:34.474>So, <00:04:34.475>a <00:04:34.476>UI <00:04:34.478>test

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<00:04:34.479>money <00:04:34.566>to <00:04:34.654>run <00:04:34.741>the <00:04:34.829>test. <00:04:34.916>So, <00:04:35.003>a <00:04:35.091>UI <00:04:35.179>test <00:04:35.266>with, <00:04:35.354>I <00:04:35.441>don't <00:04:35.529>know, <00:04:35.616>let's <00:04:35.704>say <00:04:35.791>20 <00:04:35.878>steps

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<00:04:37.350>with, <00:04:37.351>I <00:04:37.352>don't <00:04:37.353>know, <00:04:37.355>let's <00:04:37.356>say <00:04:37.357>20 <00:04:37.359>steps

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<00:04:37.360>with, <00:04:37.447>I <00:04:37.535>don't <00:04:37.622>know, <00:04:37.710>let's <00:04:37.797>say <00:04:37.885>20 <00:04:37.972>steps <00:04:38.060>might <00:04:38.147>cost <00:04:38.235>you <00:04:38.322>a <00:04:38.410>dollar <00:04:38.497>to <00:04:38.585>run <00:04:38.672>once <00:04:38.760>with

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<00:04:41.030>might <00:04:41.031>cost <00:04:41.032>you <00:04:41.033>a <00:04:41.034>dollar <00:04:41.035>to <00:04:41.036>run <00:04:41.037>once <00:04:41.039>with

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<00:04:41.040>might <00:04:41.127>cost <00:04:41.215>you <00:04:41.302>a <00:04:41.390>dollar <00:04:41.477>to <00:04:41.565>run <00:04:41.652>once <00:04:41.740>with <00:04:41.827>a <00:04:41.915>LLM <00:04:42.002>that <00:04:42.090>is <00:04:42.177>proficient <00:04:42.265>enough <00:04:42.352>to <00:04:42.440>have

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<00:04:46.150>a <00:04:46.151>LLM <00:04:46.152>that <00:04:46.153>is <00:04:46.155>proficient <00:04:46.156>enough <00:04:46.157>to <00:04:46.159>have

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<00:04:46.159>a <00:04:46.273>LLM <00:04:46.386>that <00:04:46.499>is <00:04:46.613>proficient <00:04:46.726>enough <00:04:46.839>to <00:04:46.952>have <00:04:47.066>sufficient <00:04:47.179>stability. <00:04:47.292>So, <00:04:47.405>you <00:04:47.519>can

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<00:04:47.670>sufficient <00:04:47.672>stability. <00:04:47.674>So, <00:04:47.676>you <00:04:47.679>can

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<00:04:47.680>sufficient <00:04:47.820>stability. <00:04:47.960>So, <00:04:48.100>you <00:04:48.240>can <00:04:48.380>actually <00:04:48.520>trust <00:04:48.660>the <00:04:48.800>execution. <00:04:48.940>And <00:04:49.080>you

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<00:04:50.150>actually <00:04:50.151>trust <00:04:50.153>the <00:04:50.155>execution. <00:04:50.157>And <00:04:50.159>you

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<00:04:50.159>actually <00:04:50.276>trust <00:04:50.393>the <00:04:50.510>execution. <00:04:50.626>And <00:04:50.743>you <00:04:50.859>cannot <00:04:50.976>only <00:04:51.093>run <00:04:51.210>it <00:04:51.326>once <00:04:51.443>because <00:04:51.559>a

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<00:04:51.830>cannot <00:04:51.831>only <00:04:51.832>run <00:04:51.834>it <00:04:51.836>once <00:04:51.837>because <00:04:51.839>a

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<00:04:51.840>cannot <00:04:51.967>only <00:04:52.094>run <00:04:52.221>it <00:04:52.349>once <00:04:52.476>because <00:04:52.603>a <00:04:52.730>stoastic <00:04:52.858>machine, <00:04:52.985>right? <00:04:53.112>So <00:04:53.240>anything

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<00:04:53.670>stoastic <00:04:53.672>machine, <00:04:53.674>right? <00:04:53.676>So <00:04:53.679>anything

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<00:04:53.680>stoastic <00:04:53.796>machine, <00:04:53.913>right? <00:04:54.030>So <00:04:54.146>anything <00:04:54.263>that <00:04:54.380>is <00:04:54.496>stoastical <00:04:54.613>needs <00:04:54.730>to <00:04:54.846>be <00:04:54.963>run <00:04:55.080>in

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<00:04:55.830>that <00:04:55.831>is <00:04:55.832>stoastical <00:04:55.833>needs <00:04:55.835>to <00:04:55.836>be <00:04:55.837>run <00:04:55.839>in

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<00:04:55.840>that <00:04:55.940>is <00:04:56.040>stoastical <00:04:56.140>needs <00:04:56.240>to <00:04:56.340>be <00:04:56.440>run <00:04:56.540>in <00:04:56.640>principle <00:04:56.740>multiple <00:04:56.840>times <00:04:56.940>so <00:04:57.040>you <00:04:57.140>can <00:04:57.240>be

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<00:04:57.590>principle <00:04:57.591>multiple <00:04:57.593>times <00:04:57.594>so <00:04:57.596>you <00:04:57.597>can <00:04:57.599>be

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<00:04:57.600>principle <00:04:57.700>multiple <00:04:57.800>times <00:04:57.900>so <00:04:58.000>you <00:04:58.100>can <00:04:58.200>be <00:04:58.300>sure <00:04:58.400>that <00:04:58.500>it's <00:04:58.600>not <00:04:58.700>a <00:04:58.800>flake <00:04:58.900>of <00:04:59.000>the

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<00:05:00.550>sure <00:05:00.551>that <00:05:00.552>it's <00:05:00.553>not <00:05:00.555>a <00:05:00.556>flake <00:05:00.557>of <00:05:00.559>the

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<00:05:00.560>sure <00:05:00.667>that <00:05:00.775>it's <00:05:00.883>not <00:05:00.990>a <00:05:01.098>flake <00:05:01.206>of <00:05:01.313>the <00:05:01.421>statistical <00:05:01.529>mechanism <00:05:01.636>behind <00:05:01.744>it. <00:05:01.852>But <00:05:01.960>the

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<00:05:03.909>statistical <00:05:03.910>mechanism <00:05:03.912>behind <00:05:03.914>it. <00:05:03.916>But <00:05:03.918>the

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<00:05:03.919>statistical <00:05:04.058>mechanism <00:05:04.198>behind <00:05:04.339>it. <00:05:04.479>But <00:05:04.619>the <00:05:04.758>strength <00:05:04.899>with <00:05:05.039>anything <00:05:05.179>that's <00:05:05.318>fully

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<00:05:05.990>strength <00:05:05.992>with <00:05:05.994>anything <00:05:05.996>that's <00:05:05.999>fully

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<00:05:06.000>strength <00:05:06.127>with <00:05:06.254>anything <00:05:06.381>that's <00:05:06.509>fully <00:05:06.636>aogentic <00:05:06.763>is <00:05:06.890>self-healing <00:05:07.018>should <00:05:07.145>not <00:05:07.272>be <00:05:07.400>a

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<00:05:09.189>aogentic <00:05:09.190>is <00:05:09.192>self-healing <00:05:09.193>should <00:05:09.195>not <00:05:09.196>be <00:05:09.198>a

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<00:05:09.199>aogentic <00:05:09.299>is <00:05:09.399>self-healing <00:05:09.499>should <00:05:09.599>not <00:05:09.699>be <00:05:09.799>a <00:05:09.899>problem. <00:05:09.999>Right? <00:05:10.099>You <00:05:10.199>explain <00:05:10.299>to <00:05:10.399>it <00:05:10.499>look <00:05:10.599>I

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<00:05:11.270>problem. <00:05:11.271>Right? <00:05:11.272>You <00:05:11.273>explain <00:05:11.275>to <00:05:11.276>it <00:05:11.277>look <00:05:11.279>I

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<00:05:11.280>problem. <00:05:11.360>Right? <00:05:11.440>You <00:05:11.521>explain <00:05:11.601>to <00:05:11.682>it <00:05:11.762>look <00:05:11.843>I <00:05:11.923>want <00:05:12.003>to <00:05:12.084>go <00:05:12.164>on <00:05:12.245>that <00:05:12.325>website. <00:05:12.406>I <00:05:12.486>want <00:05:12.567>to

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<00:05:12.710>want <00:05:12.711>to <00:05:12.712>go <00:05:12.713>on <00:05:12.714>that <00:05:12.715>website. <00:05:12.716>I <00:05:12.717>want <00:05:12.719>to

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<00:05:12.720>want <00:05:12.802>to <00:05:12.884>go <00:05:12.967>on <00:05:13.049>that <00:05:13.131>website. <00:05:13.214>I <00:05:13.296>want <00:05:13.378>to <00:05:13.461>click <00:05:13.543>that <00:05:13.625>button <00:05:13.708>and <00:05:13.790>it <00:05:13.872>will <00:05:13.955>find <00:05:14.037>a <00:05:14.120>way

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<00:05:15.990>click <00:05:15.991>that <00:05:15.992>button <00:05:15.993>and <00:05:15.994>it <00:05:15.995>will <00:05:15.996>find <00:05:15.997>a <00:05:15.999>way

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<00:05:16.000>click <00:05:16.082>that <00:05:16.164>button <00:05:16.247>and <00:05:16.329>it <00:05:16.411>will <00:05:16.494>find <00:05:16.576>a <00:05:16.658>way <00:05:16.741>to <00:05:16.823>do <00:05:16.905>it <00:05:16.988>for <00:05:17.070>you. <00:05:17.152>But <00:05:17.235>it's <00:05:17.317>very <00:05:17.400>slow.

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<00:05:19.110>to <00:05:19.111>do <00:05:19.112>it <00:05:19.113>for <00:05:19.114>you. <00:05:19.115>But <00:05:19.116>it's <00:05:19.117>very <00:05:19.119>slow.

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<00:05:19.120>to <00:05:19.207>do <00:05:19.295>it <00:05:19.382>for <00:05:19.470>you. <00:05:19.557>But <00:05:19.645>it's <00:05:19.732>very <00:05:19.820>slow. <00:05:19.907>Like <00:05:19.995>every <00:05:20.082>time <00:05:20.170>it <00:05:20.257>does <00:05:20.345>this, <00:05:20.432>it <00:05:20.520>needs

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<00:05:21.029>Like <00:05:21.030>every <00:05:21.031>time <00:05:21.032>it <00:05:21.034>does <00:05:21.035>this, <00:05:21.036>it <00:05:21.038>needs

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<00:05:21.039>Like <00:05:21.126>every <00:05:21.214>time <00:05:21.301>it <00:05:21.389>does <00:05:21.476>this, <00:05:21.563>it <00:05:21.651>needs <00:05:21.739>to <00:05:21.826>scan <00:05:21.914>the <00:05:22.001>picture. <00:05:22.089>It <00:05:22.176>needs <00:05:22.264>to <00:05:22.351>look <00:05:22.438>at

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<00:05:23.350>to <00:05:23.351>scan <00:05:23.352>the <00:05:23.353>picture. <00:05:23.354>It <00:05:23.355>needs <00:05:23.356>to <00:05:23.357>look <00:05:23.359>at

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<00:05:23.360>to <00:05:23.447>scan <00:05:23.535>the <00:05:23.622>picture. <00:05:23.710>It <00:05:23.797>needs <00:05:23.885>to <00:05:23.972>look <00:05:24.060>at <00:05:24.147>the <00:05:24.235>DOM. <00:05:24.322>It <00:05:24.410>needs <00:05:24.497>to <00:05:24.585>figure <00:05:24.672>out <00:05:24.760>what

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<00:05:27.110>the <00:05:27.111>DOM. <00:05:27.112>It <00:05:27.113>needs <00:05:27.115>to <00:05:27.116>figure <00:05:27.117>out <00:05:27.119>what

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<00:05:27.120>the <00:05:27.213>DOM. <00:05:27.306>It <00:05:27.400>needs <00:05:27.493>to <00:05:27.586>figure <00:05:27.680>out <00:05:27.773>what <00:05:27.866>exactly <00:05:27.960>is <00:05:28.053>going <00:05:28.146>on <00:05:28.240>on <00:05:28.333>that <00:05:28.426>page. <00:05:28.520>Needs

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<00:05:29.189>exactly <00:05:29.190>is <00:05:29.191>going <00:05:29.192>on <00:05:29.194>on <00:05:29.195>that <00:05:29.196>page. <00:05:29.198>Needs

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<00:05:29.199>exactly <00:05:29.286>is <00:05:29.374>going <00:05:29.461>on <00:05:29.549>on <00:05:29.636>that <00:05:29.724>page. <00:05:29.811>Needs <00:05:29.899>to <00:05:29.986>spend <00:05:30.074>a <00:05:30.161>lot <00:05:30.249>of <00:05:30.336>re <00:05:30.424>time <00:05:30.511>reasoning. <00:05:30.599>So

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<00:05:31.909>to <00:05:31.910>spend <00:05:31.911>a <00:05:31.912>lot <00:05:31.913>of <00:05:31.914>re <00:05:31.915>time <00:05:31.916>reasoning. <00:05:31.918>So

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<00:05:31.919>to <00:05:32.006>spend <00:05:32.094>a <00:05:32.181>lot <00:05:32.269>of <00:05:32.356>re <00:05:32.443>time <00:05:32.531>reasoning. <00:05:32.619>So <00:05:32.706>it <00:05:32.794>is <00:05:32.881>a <00:05:32.969>slow <00:05:33.056>process, <00:05:33.144>right? <00:05:33.231>So <00:05:33.318>instead

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<00:05:34.698>it <00:05:34.699>is <00:05:34.700>a <00:05:34.701>slow <00:05:34.703>process, <00:05:34.704>right? <00:05:34.705>So <00:05:34.707>instead

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<00:05:34.707>it <00:05:34.801>is <00:05:34.894>a <00:05:34.987>slow <00:05:35.081>process, <00:05:35.174>right? <00:05:35.268>So <00:05:35.361>instead <00:05:35.454>[snorts] <00:05:35.547>of <00:05:35.641>having <00:05:35.734>maybe <00:05:35.828>I <00:05:35.921>don't <00:05:36.014>know <00:05:36.107>a

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<00:05:37.670>[snorts] <00:05:37.671>of <00:05:37.672>having <00:05:37.673>maybe <00:05:37.675>I <00:05:37.676>don't <00:05:37.677>know <00:05:37.679>a

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<00:05:37.680>[snorts] <00:05:37.773>of <00:05:37.866>having <00:05:37.960>maybe <00:05:38.053>I <00:05:38.146>don't <00:05:38.240>know <00:05:38.333>a <00:05:38.426>few <00:05:38.520>seconds <00:05:38.613>per <00:05:38.706>steps, <00:05:38.800>we've <00:05:38.893>gone <00:05:38.986>to <00:05:39.080>a

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<00:05:40.629>few <00:05:40.630>seconds <00:05:40.631>per <00:05:40.632>steps, <00:05:40.634>we've <00:05:40.635>gone <00:05:40.636>to <00:05:40.638>a

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<00:05:40.639>few <00:05:40.746>seconds <00:05:40.854>per <00:05:40.962>steps, <00:05:41.069>we've <00:05:41.177>gone <00:05:41.285>to <00:05:41.392>a <00:05:41.500>10 <00:05:41.608>times <00:05:41.715>increase <00:05:41.823>in <00:05:41.931>step <00:05:42.039>execution

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<00:05:43.270>10 <00:05:43.271>times <00:05:43.273>increase <00:05:43.275>in <00:05:43.277>step <00:05:43.279>execution

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<00:05:43.280>10 <00:05:43.396>times <00:05:43.513>increase <00:05:43.630>in <00:05:43.746>step <00:05:43.863>execution <00:05:43.979>time, <00:05:44.096>maybe <00:05:44.213>even <00:05:44.330>more <00:05:44.446>depending <00:05:44.563>on <00:05:44.679>how

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<00:05:45.590>time, <00:05:45.591>maybe <00:05:45.593>even <00:05:45.594>more <00:05:45.596>depending <00:05:45.597>on <00:05:45.599>how

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<00:05:45.600>time, <00:05:45.713>maybe <00:05:45.826>even <00:05:45.939>more <00:05:46.053>depending <00:05:46.166>on <00:05:46.279>how <00:05:46.392>complicated <00:05:46.506>the <00:05:46.619>UI <00:05:46.732>is <00:05:46.845>and <00:05:46.959>how

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<00:05:47.110>complicated <00:05:47.111>the <00:05:47.113>UI <00:05:47.115>is <00:05:47.117>and <00:05:47.119>how

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<00:05:47.120>complicated <00:05:47.233>the <00:05:47.346>UI <00:05:47.459>is <00:05:47.572>and <00:05:47.685>how <00:05:47.799>complicated <00:05:47.912>the <00:05:48.025>action <00:05:48.138>is <00:05:48.251>that <00:05:48.364>we <00:05:48.478>want

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<00:05:48.629>complicated <00:05:48.630>the <00:05:48.632>action <00:05:48.633>is <00:05:48.635>that <00:05:48.636>we <00:05:48.638>want

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<00:05:48.639>complicated <00:05:48.814>the <00:05:48.989>action <00:05:49.164>is <00:05:49.339>that <00:05:49.514>we <00:05:49.689>want <00:05:49.864>to <00:05:50.039>do.

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<00:05:51.919>So <00:05:52.094>in <00:05:52.269>my <00:05:52.443>view <00:05:52.619>the <00:05:52.794>two <00:05:52.969>extremes <00:05:53.144>are <00:05:53.318>dead.

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<00:05:55.430>So <00:05:55.431>in <00:05:55.432>my <00:05:55.433>view <00:05:55.434>the <00:05:55.435>two <00:05:55.436>extremes <00:05:55.437>are <00:05:55.439>dead.

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<00:05:55.440>So <00:05:55.540>in <00:05:55.640>my <00:05:55.740>view <00:05:55.840>the <00:05:55.940>two <00:05:56.040>extremes <00:05:56.140>are <00:05:56.240>dead. <00:05:56.340>So <00:05:56.440>the <00:05:56.540>traditional <00:05:56.640>path <00:05:56.740>you're <00:05:56.840>just

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<00:05:58.150>So <00:05:58.151>the <00:05:58.153>traditional <00:05:58.155>path <00:05:58.157>you're <00:05:58.159>just

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<00:05:58.159>So <00:05:58.287>the <00:05:58.414>traditional <00:05:58.541>path <00:05:58.669>you're <00:05:58.796>just <00:05:58.923>going <00:05:59.050>to <00:05:59.178>write <00:05:59.305>your <00:05:59.432>selenium, <00:05:59.559>you're

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<00:05:59.830>going <00:05:59.831>to <00:05:59.833>write <00:05:59.835>your <00:05:59.837>selenium, <00:05:59.839>you're

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<00:05:59.840>going <00:05:59.956>to <00:06:00.073>write <00:06:00.190>your <00:06:00.306>selenium, <00:06:00.423>you're <00:06:00.540>just <00:06:00.656>going <00:06:00.773>to <00:06:00.890>write <00:06:01.006>your <00:06:01.123>pray <00:06:01.240>playright

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<00:06:02.070>just <00:06:02.071>going <00:06:02.073>to <00:06:02.074>write <00:06:02.075>your <00:06:02.077>pray <00:06:02.079>playright

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<00:06:02.080>just <00:06:02.207>going <00:06:02.334>to <00:06:02.461>write <00:06:02.589>your <00:06:02.716>pray <00:06:02.843>playright <00:06:02.970>is <00:06:03.098>sort <00:06:03.225>of <00:06:03.352>gone. <00:06:03.479>I

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<00:06:05.350>is <00:06:05.352>sort <00:06:05.354>of <00:06:05.356>gone. <00:06:05.359>I

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<00:06:05.360>is <00:06:05.487>sort <00:06:05.614>of <00:06:05.741>gone. <00:06:05.869>I <00:06:05.996>because <00:06:06.123>of <00:06:06.250>the <00:06:06.378>cost <00:06:06.505>burden <00:06:06.632>that <00:06:06.760>it

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<00:06:07.029>because <00:06:07.030>of <00:06:07.032>the <00:06:07.033>cost <00:06:07.034>burden <00:06:07.036>that <00:06:07.038>it

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<00:06:07.039>because <00:06:07.146>of <00:06:07.254>the <00:06:07.362>cost <00:06:07.469>burden <00:06:07.577>that <00:06:07.685>it <00:06:07.792>brings. <00:06:07.900>Now <00:06:08.008>the <00:06:08.115>second <00:06:08.223>version <00:06:08.331>where <00:06:08.438>we

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<00:06:10.309>brings. <00:06:10.310>Now <00:06:10.312>the <00:06:10.313>second <00:06:10.315>version <00:06:10.316>where <00:06:10.318>we

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<00:06:10.319>brings. <00:06:10.406>Now <00:06:10.494>the <00:06:10.582>second <00:06:10.670>version <00:06:10.758>where <00:06:10.846>we <00:06:10.934>are <00:06:11.022>doing <00:06:11.110>you <00:06:11.198>know <00:06:11.286>the <00:06:11.374>other <00:06:11.462>extreme

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<00:06:11.590>are <00:06:11.591>doing <00:06:11.592>you <00:06:11.594>know <00:06:11.596>the <00:06:11.597>other <00:06:11.599>extreme

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<00:06:11.600>are <00:06:11.707>doing <00:06:11.815>you <00:06:11.923>know <00:06:12.030>the <00:06:12.138>other <00:06:12.246>extreme <00:06:12.353>that's <00:06:12.461>fully <00:06:12.569>agentic <00:06:12.676>well <00:06:12.784>that <00:06:12.892>is <00:06:13.000>also

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<00:06:13.749>that's <00:06:13.750>fully <00:06:13.752>agentic <00:06:13.753>well <00:06:13.755>that <00:06:13.756>is <00:06:13.758>also

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<00:06:13.759>that's <00:06:13.859>fully <00:06:13.959>agentic <00:06:14.059>well <00:06:14.159>that <00:06:14.259>is <00:06:14.359>also <00:06:14.459>going <00:06:14.559>to <00:06:14.659>be <00:06:14.759>gone <00:06:14.859>uh <00:06:14.959>like <00:06:15.059>just <00:06:15.159>taking

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<00:06:17.830>going <00:06:17.831>to <00:06:17.832>be <00:06:17.833>gone <00:06:17.835>uh <00:06:17.836>like <00:06:17.837>just <00:06:17.839>taking

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<00:06:17.840>going <00:06:17.933>to <00:06:18.026>be <00:06:18.119>gone <00:06:18.213>uh <00:06:18.306>like <00:06:18.400>just <00:06:18.493>taking <00:06:18.586>screenshots <00:06:18.679>if <00:06:18.773>we <00:06:18.866>have <00:06:18.960>a <00:06:19.053>huge <00:06:19.146>huge <00:06:19.239>UI

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<00:06:20.950>screenshots <00:06:20.951>if <00:06:20.952>we <00:06:20.953>have <00:06:20.955>a <00:06:20.956>huge <00:06:20.957>huge <00:06:20.959>UI

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<00:06:20.960>screenshots <00:06:21.047>if <00:06:21.135>we <00:06:21.222>have <00:06:21.310>a <00:06:21.397>huge <00:06:21.484>huge <00:06:21.572>UI <00:06:21.659>test <00:06:21.747>that <00:06:21.835>you <00:06:21.922>know <00:06:22.010>we <00:06:22.097>want <00:06:22.185>to <00:06:22.272>go <00:06:22.359>through

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<00:06:22.710>test <00:06:22.711>that <00:06:22.712>you <00:06:22.713>know <00:06:22.714>we <00:06:22.715>want <00:06:22.716>to <00:06:22.717>go <00:06:22.719>through

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<00:06:22.720>test <00:06:22.820>that <00:06:22.920>you <00:06:23.020>know <00:06:23.120>we <00:06:23.220>want <00:06:23.320>to <00:06:23.420>go <00:06:23.520>through <00:06:23.620>the <00:06:23.720>whole <00:06:23.820>user <00:06:23.920>journey <00:06:24.020>and <00:06:24.120>imagine

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<00:06:24.950>the <00:06:24.951>whole <00:06:24.953>user <00:06:24.955>journey <00:06:24.957>and <00:06:24.959>imagine

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<00:06:24.960>the <00:06:25.067>whole <00:06:25.175>user <00:06:25.283>journey <00:06:25.390>and <00:06:25.498>imagine <00:06:25.606>having <00:06:25.713>200 <00:06:25.821>steps <00:06:25.929>where <00:06:26.036>each <00:06:26.144>one <00:06:26.252>takes <00:06:26.359>20

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<00:06:27.830>having <00:06:27.831>200 <00:06:27.832>steps <00:06:27.833>where <00:06:27.835>each <00:06:27.836>one <00:06:27.837>takes <00:06:27.839>20

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<00:06:27.840>having <00:06:27.933>200 <00:06:28.026>steps <00:06:28.119>where <00:06:28.213>each <00:06:28.306>one <00:06:28.400>takes <00:06:28.493>20 <00:06:28.586>40 <00:06:28.679>seconds <00:06:28.773>to <00:06:28.866>execute. <00:06:28.960>My <00:06:29.053>god. <00:06:29.146>Uh <00:06:29.239>I

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<00:06:31.350>40 <00:06:31.351>seconds <00:06:31.352>to <00:06:31.353>execute. <00:06:31.355>My <00:06:31.356>god. <00:06:31.357>Uh <00:06:31.359>I

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<00:06:31.360>40 <00:06:31.453>seconds <00:06:31.546>to <00:06:31.640>execute. <00:06:31.733>My <00:06:31.826>god. <00:06:31.920>Uh <00:06:32.013>I <00:06:32.106>don't <00:06:32.200>know <00:06:32.293>who's <00:06:32.386>going <00:06:32.480>to <00:06:32.573>wait <00:06:32.666>for <00:06:32.760>that

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<00:06:33.029>don't <00:06:33.030>know <00:06:33.031>who's <00:06:33.032>going <00:06:33.034>to <00:06:33.035>wait <00:06:33.036>for <00:06:33.038>that

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<00:06:33.039>don't <00:06:33.214>know <00:06:33.389>who's <00:06:33.563>going <00:06:33.739>to <00:06:33.914>wait <00:06:34.089>for <00:06:34.264>that <00:06:34.438>result.

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result.

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<00:06:34.960>result. <00:06:35.659>So <00:06:36.359>[snorts]

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<00:06:37.520>what <00:06:37.870>what's <00:06:38.219>happening <00:06:38.570>then <00:06:38.919>with

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<00:06:39.990>what <00:06:39.992>what's <00:06:39.994>happening <00:06:39.996>then <00:06:39.999>with

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<00:06:40.000>what <00:06:40.142>what's <00:06:40.285>happening <00:06:40.428>then <00:06:40.571>with <00:06:40.714>selenium? <00:06:40.857>What's <00:06:41.000>happening <00:06:41.143>with

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<00:06:41.270>selenium? <00:06:41.272>What's <00:06:41.275>happening <00:06:41.279>with

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<00:06:41.280>selenium? <00:06:41.449>What's <00:06:41.619>happening <00:06:41.789>with <00:06:41.959>playright? <00:06:42.129>What <00:06:42.299>is <00:06:42.469>happening <00:06:42.639>with

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<00:06:42.790>playright? <00:06:42.792>What <00:06:42.794>is <00:06:42.796>happening <00:06:42.799>with

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<00:06:42.800>playright? <00:06:43.080>What <00:06:43.360>is <00:06:43.640>happening <00:06:43.920>with <00:06:44.200>Cyprus?

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Cyprus?

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<00:06:45.520>Cyprus? <00:06:45.675>I <00:06:45.831>if <00:06:45.986>we <00:06:46.142>look <00:06:46.297>at <00:06:46.453>the <00:06:46.608>history <00:06:46.764>of <00:06:46.919>software

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<00:06:47.430>I <00:06:47.431>if <00:06:47.432>we <00:06:47.433>look <00:06:47.434>at <00:06:47.435>the <00:06:47.436>history <00:06:47.437>of <00:06:47.439>software

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<00:06:47.440>I <00:06:47.540>if <00:06:47.640>we <00:06:47.740>look <00:06:47.840>at <00:06:47.940>the <00:06:48.040>history <00:06:48.140>of <00:06:48.240>software <00:06:48.340>development <00:06:48.440>and <00:06:48.540>this <00:06:48.640>is <00:06:48.740>mostly <00:06:48.840>what's

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<00:06:50.230>development <00:06:50.231>and <00:06:50.233>this <00:06:50.235>is <00:06:50.237>mostly <00:06:50.239>what's

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<00:06:50.240>development <00:06:50.380>and <00:06:50.520>this <00:06:50.660>is <00:06:50.800>mostly <00:06:50.940>what's <00:06:51.080>being <00:06:51.220>talked <00:06:51.360>around <00:06:51.500>in <00:06:51.640>agentic

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<00:06:52.150>being <00:06:52.152>talked <00:06:52.154>around <00:06:52.156>in <00:06:52.159>agentic

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<00:06:52.159>being <00:06:52.276>talked <00:06:52.393>around <00:06:52.510>in <00:06:52.626>agentic <00:06:52.743>development <00:06:52.859>so <00:06:52.976>on <00:06:53.093>we <00:06:53.210>are <00:06:53.326>looking <00:06:53.443>at <00:06:53.559>what

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<00:06:55.110>development <00:06:55.111>so <00:06:55.112>on <00:06:55.113>we <00:06:55.115>are <00:06:55.116>looking <00:06:55.117>at <00:06:55.119>what

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<00:06:55.120>development <00:06:55.220>so <00:06:55.320>on <00:06:55.420>we <00:06:55.520>are <00:06:55.620>looking <00:06:55.720>at <00:06:55.820>what <00:06:55.920>is <00:06:56.020>the <00:06:56.120>next <00:06:56.220>thing <00:06:56.320>we're <00:06:56.420>compiling <00:06:56.520>to

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<00:06:57.270>is <00:06:57.271>the <00:06:57.272>next <00:06:57.274>thing <00:06:57.275>we're <00:06:57.277>compiling <00:06:57.279>to

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<00:06:57.280>is <00:06:57.380>the <00:06:57.479>next <00:06:57.580>thing <00:06:57.679>we're <00:06:57.780>compiling <00:06:57.880>to <00:06:57.979>right. <00:06:58.080>So, <00:06:58.179>at <00:06:58.280>one <00:06:58.380>point <00:06:58.479>we <00:06:58.580>had <00:06:58.679>binary

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<00:07:01.029>right. <00:07:01.030>So, <00:07:01.031>at <00:07:01.032>one <00:07:01.034>point <00:07:01.035>we <00:07:01.036>had <00:07:01.038>binary

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<00:07:01.039>right. <00:07:01.139>So, <00:07:01.239>at <00:07:01.339>one <00:07:01.438>point <00:07:01.539>we <00:07:01.639>had <00:07:01.739>binary <00:07:01.839>being <00:07:01.938>the <00:07:02.039>default <00:07:02.139>with <00:07:02.239>punch <00:07:02.339>cards <00:07:02.438>and

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<00:07:03.430>being <00:07:03.431>the <00:07:03.433>default <00:07:03.434>with <00:07:03.436>punch <00:07:03.437>cards <00:07:03.439>and

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<00:07:03.440>being <00:07:03.547>the <00:07:03.655>default <00:07:03.763>with <00:07:03.870>punch <00:07:03.978>cards <00:07:04.086>and <00:07:04.193>whatnot. <00:07:04.301>And <00:07:04.409>then <00:07:04.516>we <00:07:04.624>figure <00:07:04.732>out, <00:07:04.840>well,

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<00:07:05.110>whatnot. <00:07:05.111>And <00:07:05.113>then <00:07:05.114>we <00:07:05.116>figure <00:07:05.117>out, <00:07:05.119>well,

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<00:07:05.120>whatnot. <00:07:05.227>And <00:07:05.335>then <00:07:05.443>we <00:07:05.550>figure <00:07:05.658>out, <00:07:05.766>well, <00:07:05.873>there's <00:07:05.981>a <00:07:06.089>way <00:07:06.196>to <00:07:06.304>write <00:07:06.412>something <00:07:06.520>that

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<00:07:06.790>there's <00:07:06.791>a <00:07:06.793>way <00:07:06.794>to <00:07:06.796>write <00:07:06.797>something <00:07:06.799>that

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<00:07:06.800>there's <00:07:06.916>a <00:07:07.033>way <00:07:07.150>to <00:07:07.266>write <00:07:07.383>something <00:07:07.500>that <00:07:07.616>looks <00:07:07.733>more <00:07:07.850>manageable, <00:07:07.966>more <00:07:08.083>humane. <00:07:08.200>And

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<00:07:09.510>looks <00:07:09.511>more <00:07:09.513>manageable, <00:07:09.515>more <00:07:09.517>humane. <00:07:09.519>And

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<00:07:09.520>looks <00:07:09.636>more <00:07:09.753>manageable, <00:07:09.870>more <00:07:09.986>humane. <00:07:10.103>And <00:07:10.219>so, <00:07:10.336>we <00:07:10.453>developed <00:07:10.570>some <00:07:10.686>other <00:07:10.803>type <00:07:10.919>of

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<00:07:11.510>so, <00:07:11.511>we <00:07:11.513>developed <00:07:11.514>some <00:07:11.515>other <00:07:11.517>type <00:07:11.519>of

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<00:07:11.520>so, <00:07:11.627>we <00:07:11.735>developed <00:07:11.843>some <00:07:11.950>other <00:07:12.058>type <00:07:12.166>of <00:07:12.273>machine <00:07:12.381>code <00:07:12.489>that <00:07:12.596>was <00:07:12.704>still, <00:07:12.812>but <00:07:12.919>this

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<00:07:13.189>machine <00:07:13.190>code <00:07:13.192>that <00:07:13.193>was <00:07:13.195>still, <00:07:13.196>but <00:07:13.198>this

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<00:07:13.199>machine <00:07:13.292>code <00:07:13.385>that <00:07:13.479>was <00:07:13.572>still, <00:07:13.665>but <00:07:13.759>this <00:07:13.852>time <00:07:13.945>wasn't <00:07:14.039>zero <00:07:14.132>and <00:07:14.225>one <00:07:14.319>or <00:07:14.412>holes <00:07:14.505>in <00:07:14.599>a

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<00:07:15.189>time <00:07:15.190>wasn't <00:07:15.191>zero <00:07:15.192>and <00:07:15.193>one <00:07:15.194>or <00:07:15.195>holes <00:07:15.196>in <00:07:15.198>a

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<00:07:15.199>time <00:07:15.286>wasn't <00:07:15.374>zero <00:07:15.461>and <00:07:15.549>one <00:07:15.636>or <00:07:15.724>holes <00:07:15.811>in <00:07:15.899>a <00:07:15.986>card. <00:07:16.074>It <00:07:16.161>was <00:07:16.249>like <00:07:16.336>some <00:07:16.424>letters <00:07:16.511>and <00:07:16.599>some

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<00:07:17.110>card. <00:07:17.111>It <00:07:17.112>was <00:07:17.113>like <00:07:17.115>some <00:07:17.116>letters <00:07:17.117>and <00:07:17.119>some

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<00:07:17.120>card. <00:07:17.227>It <00:07:17.335>was <00:07:17.443>like <00:07:17.550>some <00:07:17.658>letters <00:07:17.766>and <00:07:17.873>some <00:07:17.981>numbers. <00:07:18.089>Well, <00:07:18.196>that's <00:07:18.304>a <00:07:18.412>bit <00:07:18.520>better.

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<00:07:18.844>numbers. <00:07:18.845>Well, <00:07:18.847>that's <00:07:18.849>a <00:07:18.851>bit <00:07:18.853>better.

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<00:07:18.854>numbers. <00:07:18.970>Well, <00:07:19.087>that's <00:07:19.204>a <00:07:19.320>bit <00:07:19.437>better. <00:07:19.554>[snorts] <00:07:19.670>Then, <00:07:19.787>uh, <00:07:19.904>Fortrren <00:07:20.020>came <00:07:20.137>out <00:07:20.253>and

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<00:07:22.070>[snorts] <00:07:22.071>Then, <00:07:22.073>uh, <00:07:22.074>Fortrren <00:07:22.075>came <00:07:22.077>out <00:07:22.079>and

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<00:07:22.080>[snorts] <00:07:22.171>Then, <00:07:22.263>uh, <00:07:22.355>Fortrren <00:07:22.447>came <00:07:22.539>out <00:07:22.631>and <00:07:22.723>people <00:07:22.815>were <00:07:22.907>like, <00:07:22.999>this <00:07:23.091>is <00:07:23.183>the <00:07:23.275>end <00:07:23.366>of

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<00:07:23.510>people <00:07:23.511>were <00:07:23.512>like, <00:07:23.513>this <00:07:23.515>is <00:07:23.516>the <00:07:23.517>end <00:07:23.519>of

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<00:07:23.520>people <00:07:23.620>were <00:07:23.719>like, <00:07:23.820>this <00:07:23.919>is <00:07:24.020>the <00:07:24.120>end <00:07:24.219>of <00:07:24.320>software <00:07:24.419>development. <00:07:24.520>and <00:07:24.620>is <00:07:24.719>so <00:07:24.820>easy <00:07:24.919>to

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<00:07:25.670>software <00:07:25.671>development. <00:07:25.673>and <00:07:25.674>is <00:07:25.676>so <00:07:25.677>easy <00:07:25.679>to

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<00:07:25.680>software <00:07:25.780>development. <00:07:25.880>and <00:07:25.980>is <00:07:26.080>so <00:07:26.180>easy <00:07:26.280>to <00:07:26.380>write <00:07:26.480>code <00:07:26.580>and <00:07:26.680>my <00:07:26.780>god <00:07:26.880>if <00:07:26.980>every <00:07:27.080>anybody

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<00:07:28.309>write <00:07:28.310>code <00:07:28.311>and <00:07:28.312>my <00:07:28.314>god <00:07:28.315>if <00:07:28.316>every <00:07:28.318>anybody

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<00:07:28.319>write <00:07:28.412>code <00:07:28.505>and <00:07:28.599>my <00:07:28.692>god <00:07:28.785>if <00:07:28.879>every <00:07:28.972>anybody <00:07:29.065>ever <00:07:29.159>tried <00:07:29.252>to <00:07:29.345>write <00:07:29.439>code <00:07:29.532>in <00:07:29.625>for <00:07:29.719>trend

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<00:07:31.029>ever <00:07:31.030>tried <00:07:31.031>to <00:07:31.032>write <00:07:31.034>code <00:07:31.035>in <00:07:31.036>for <00:07:31.038>trend

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<00:07:31.039>ever <00:07:31.132>tried <00:07:31.225>to <00:07:31.318>write <00:07:31.412>code <00:07:31.505>in <00:07:31.599>for <00:07:31.692>trend <00:07:31.785>just <00:07:31.878>for <00:07:31.972>the <00:07:32.065>fun <00:07:32.159>of <00:07:32.252>it <00:07:32.345>that's <00:07:32.438>horrible.

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<00:07:32.950>just <00:07:32.951>for <00:07:32.952>the <00:07:32.953>fun <00:07:32.955>of <00:07:32.956>it <00:07:32.957>that's <00:07:32.959>horrible.

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<00:07:32.960>just <00:07:33.060>for <00:07:33.159>the <00:07:33.260>fun <00:07:33.359>of <00:07:33.460>it <00:07:33.560>that's <00:07:33.659>horrible. <00:07:33.760>So <00:07:33.859>we <00:07:33.960>know <00:07:34.060>it <00:07:34.159>got <00:07:34.260>even <00:07:34.359>better

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<00:07:35.189>So <00:07:35.190>we <00:07:35.192>know <00:07:35.193>it <00:07:35.195>got <00:07:35.196>even <00:07:35.198>better

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<00:07:35.199>So <00:07:35.299>we <00:07:35.399>know <00:07:35.499>it <00:07:35.599>got <00:07:35.699>even <00:07:35.799>better <00:07:35.899>afterwards, <00:07:35.999>right? <00:07:36.099>Then <00:07:36.199>we <00:07:36.299>had <00:07:36.399>C, <00:07:36.499>we <00:07:36.599>had

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<00:07:37.110>afterwards, <00:07:37.111>right? <00:07:37.112>Then <00:07:37.113>we <00:07:37.115>had <00:07:37.116>C, <00:07:37.117>we <00:07:37.119>had

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<00:07:37.120>afterwards, <00:07:37.213>right? <00:07:37.306>Then <00:07:37.400>we <00:07:37.493>had <00:07:37.586>C, <00:07:37.680>we <00:07:37.773>had <00:07:37.866>C++ <00:07:37.960>and <00:07:38.053>then <00:07:38.146>all <00:07:38.240>these <00:07:38.333>more <00:07:38.426>more <00:07:38.520>modern

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<00:07:41.589>C++ <00:07:41.590>and <00:07:41.591>then <00:07:41.592>all <00:07:41.594>these <00:07:41.595>more <00:07:41.596>more <00:07:41.598>modern

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<00:07:41.599>C++ <00:07:41.715>and <00:07:41.832>then <00:07:41.949>all <00:07:42.065>these <00:07:42.182>more <00:07:42.299>more <00:07:42.415>modern <00:07:42.532>uh <00:07:42.649>basic <00:07:42.765>software <00:07:42.882>development <00:07:42.998>languages

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<00:07:44.390>uh <00:07:44.392>basic <00:07:44.394>software <00:07:44.396>development <00:07:44.399>languages

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<00:07:44.400>uh <00:07:44.516>basic <00:07:44.633>software <00:07:44.750>development <00:07:44.866>languages <00:07:44.983>that <00:07:45.099>we've <00:07:45.216>developed. <00:07:45.333>Now <00:07:45.450>on <00:07:45.566>the <00:07:45.683>side <00:07:45.799>of

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<00:07:47.510>that <00:07:47.511>we've <00:07:47.512>developed. <00:07:47.513>Now <00:07:47.515>on <00:07:47.516>the <00:07:47.517>side <00:07:47.519>of

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<00:07:47.520>that <00:07:47.675>we've <00:07:47.831>developed. <00:07:47.986>Now <00:07:48.142>on <00:07:48.297>the <00:07:48.453>side <00:07:48.608>of <00:07:48.764>test <00:07:48.919>automation

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<00:07:49.510>test <00:07:49.519>automation

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<00:07:49.520>test <00:07:49.675>automation <00:07:49.831>we've <00:07:49.986>also <00:07:50.142>had <00:07:50.297>a <00:07:50.453>journey <00:07:50.608>that <00:07:50.764>we've <00:07:50.919>gone

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<00:07:51.350>we've <00:07:51.351>also <00:07:51.352>had <00:07:51.353>a <00:07:51.355>journey <00:07:51.356>that <00:07:51.357>we've <00:07:51.359>gone

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<00:07:51.360>we've <00:07:51.453>also <00:07:51.546>had <00:07:51.640>a <00:07:51.733>journey <00:07:51.826>that <00:07:51.920>we've <00:07:52.013>gone <00:07:52.106>through <00:07:52.200>and <00:07:52.293>right <00:07:52.386>now <00:07:52.480>we <00:07:52.573>have <00:07:52.666>like <00:07:52.760>the

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<00:07:54.308>through <00:07:54.310>and <00:07:54.311>right <00:07:54.312>now <00:07:54.314>we <00:07:54.315>have <00:07:54.316>like <00:07:54.318>the

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<00:07:54.319>through <00:07:54.419>and <00:07:54.519>right <00:07:54.619>now <00:07:54.719>we <00:07:54.819>have <00:07:54.919>like <00:07:55.019>the <00:07:55.119>three <00:07:55.219>big <00:07:55.319>ones <00:07:55.419>selenium <00:07:55.519>cypus <00:07:55.619>a <00:07:55.719>right

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<00:07:57.270>three <00:07:57.271>big <00:07:57.272>ones <00:07:57.274>selenium <00:07:57.275>cypus <00:07:57.277>a <00:07:57.279>right

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<00:07:57.280>three <00:07:57.380>big <00:07:57.479>ones <00:07:57.580>selenium <00:07:57.679>cypus <00:07:57.780>a <00:07:57.880>right <00:07:57.979>that <00:07:58.080>are <00:07:58.179>sort <00:07:58.280>of <00:07:58.380>fighting <00:07:58.479>to <00:07:58.580>become <00:07:58.679>the

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<00:08:01.029>that <00:08:01.030>are <00:08:01.031>sort <00:08:01.032>of <00:08:01.034>fighting <00:08:01.035>to <00:08:01.036>become <00:08:01.038>the

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<00:08:01.039>that <00:08:01.139>are <00:08:01.239>sort <00:08:01.339>of <00:08:01.438>fighting <00:08:01.539>to <00:08:01.639>become <00:08:01.739>the <00:08:01.839>default <00:08:01.938>thing <00:08:02.039>to <00:08:02.139>which <00:08:02.239>AI <00:08:02.339>agents <00:08:02.438>compile

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<00:08:04.390>default <00:08:04.391>thing <00:08:04.393>to <00:08:04.394>which <00:08:04.395>AI <00:08:04.397>agents <00:08:04.399>compile

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<00:08:04.400>default <00:08:04.507>thing <00:08:04.615>to <00:08:04.723>which <00:08:04.830>AI <00:08:04.938>agents <00:08:05.046>compile <00:08:05.153>to <00:08:05.261>right <00:08:05.369>so <00:08:05.476>we're <00:08:05.584>going <00:08:05.692>from <00:08:05.799>natural

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<00:08:07.029>to <00:08:07.030>right <00:08:07.032>so <00:08:07.033>we're <00:08:07.034>going <00:08:07.036>from <00:08:07.038>natural

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<00:08:07.039>to <00:08:07.155>right <00:08:07.272>so <00:08:07.389>we're <00:08:07.505>going <00:08:07.622>from <00:08:07.739>natural <00:08:07.855>language <00:08:07.972>to <00:08:08.089>code <00:08:08.205>that <00:08:08.322>is <00:08:08.438>more

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<00:08:09.510>language <00:08:09.511>to <00:08:09.513>code <00:08:09.515>that <00:08:09.517>is <00:08:09.519>more

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<00:08:09.520>language <00:08:09.636>to <00:08:09.753>code <00:08:09.870>that <00:08:09.986>is <00:08:10.103>more <00:08:10.219>interpretable <00:08:10.336>by <00:08:10.453>the <00:08:10.570>machine <00:08:10.686>and <00:08:10.803>then <00:08:10.919>we

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<00:08:11.270>interpretable <00:08:11.271>by <00:08:11.272>the <00:08:11.274>machine <00:08:11.275>and <00:08:11.277>then <00:08:11.279>we

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<00:08:11.280>interpretable <00:08:11.373>by <00:08:11.466>the <00:08:11.559>machine <00:08:11.653>and <00:08:11.746>then <00:08:11.840>we <00:08:11.933>go <00:08:12.026>down <00:08:12.119>the <00:08:12.213>rabbit <00:08:12.306>hole <00:08:12.400>all <00:08:12.493>the <00:08:12.586>way <00:08:12.679>to

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<00:08:13.430>go <00:08:13.431>down <00:08:13.432>the <00:08:13.433>rabbit <00:08:13.434>hole <00:08:13.435>all <00:08:13.436>the <00:08:13.437>way <00:08:13.439>to

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<00:08:13.440>go <00:08:13.540>down <00:08:13.640>the <00:08:13.740>rabbit <00:08:13.840>hole <00:08:13.940>all <00:08:14.040>the <00:08:14.140>way <00:08:14.240>to <00:08:14.340>whatever <00:08:14.440>processes <00:08:14.540>we <00:08:14.640>have <00:08:14.740>developed <00:08:14.840>of

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<00:08:16.469>whatever <00:08:16.470>processes <00:08:16.472>we <00:08:16.474>have <00:08:16.476>developed <00:08:16.478>of

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<00:08:16.479>whatever <00:08:16.595>processes <00:08:16.712>we <00:08:16.829>have <00:08:16.945>developed <00:08:17.062>of <00:08:17.179>abstraction <00:08:17.295>to <00:08:17.412>get <00:08:17.529>to <00:08:17.645>the <00:08:17.762>binary <00:08:17.878>that

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<00:08:18.629>abstraction <00:08:18.630>to <00:08:18.632>get <00:08:18.633>to <00:08:18.635>the <00:08:18.636>binary <00:08:18.638>that

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<00:08:18.639>abstraction <00:08:18.766>to <00:08:18.893>get <00:08:19.020>to <00:08:19.148>the <00:08:19.275>binary <00:08:19.402>that <00:08:19.529>the <00:08:19.657>machine <00:08:19.784>can <00:08:19.911>actually <00:08:20.039>execute.

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<00:08:21.909>the <00:08:21.911>machine <00:08:21.913>can <00:08:21.915>actually <00:08:21.918>execute.

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<00:08:21.919>the <00:08:22.198>machine <00:08:22.479>can <00:08:22.758>actually <00:08:23.039>execute. <00:08:23.318>So

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So

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<00:08:23.840>So <00:08:24.015>how <00:08:24.190>does <00:08:24.364>uh <00:08:24.539>AI <00:08:24.715>interact <00:08:24.890>with <00:08:25.065>the <00:08:25.239>browser

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<00:08:27.990>how <00:08:27.991>does <00:08:27.992>uh <00:08:27.993>AI <00:08:27.995>interact <00:08:27.996>with <00:08:27.997>the <00:08:27.999>browser

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<00:08:28.000>how <00:08:28.093>does <00:08:28.186>uh <00:08:28.280>AI <00:08:28.373>interact <00:08:28.466>with <00:08:28.560>the <00:08:28.653>browser <00:08:28.746>layer? <00:08:28.840>So <00:08:28.933>first <00:08:29.026>of <00:08:29.120>all <00:08:29.213>we <00:08:29.306>have <00:08:29.400>the

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<00:08:30.150>layer? <00:08:30.151>So <00:08:30.152>first <00:08:30.153>of <00:08:30.155>all <00:08:30.156>we <00:08:30.157>have <00:08:30.159>the

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<00:08:30.160>layer? <00:08:30.276>So <00:08:30.393>first <00:08:30.510>of <00:08:30.626>all <00:08:30.743>we <00:08:30.860>have <00:08:30.976>the <00:08:31.093>vision <00:08:31.210>reasoning <00:08:31.326>right <00:08:31.443>now <00:08:31.560>vision

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<00:08:32.948>vision <00:08:32.951>reasoning <00:08:32.953>right <00:08:32.955>now <00:08:32.958>vision

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<00:08:32.959>vision <00:08:33.099>reasoning <00:08:33.239>right <00:08:33.379>now <00:08:33.519>vision <00:08:33.659>reasoning <00:08:33.799>means <00:08:33.939>we're <00:08:34.079>looking <00:08:34.219>at <00:08:34.359>the

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<00:08:35.669>reasoning <00:08:35.671>means <00:08:35.673>we're <00:08:35.675>looking <00:08:35.677>at <00:08:35.679>the

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<00:08:35.679>reasoning <00:08:35.787>means <00:08:35.895>we're <00:08:36.003>looking <00:08:36.110>at <00:08:36.218>the <00:08:36.326>browser <00:08:36.433>we're <00:08:36.541>sending <00:08:36.649>an <00:08:36.756>image <00:08:36.864>of <00:08:36.972>it <00:08:37.079>and

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<00:08:38.469>browser <00:08:38.470>we're <00:08:38.471>sending <00:08:38.472>an <00:08:38.474>image <00:08:38.475>of <00:08:38.476>it <00:08:38.478>and

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<00:08:38.479>browser <00:08:38.572>we're <00:08:38.665>sending <00:08:38.759>an <00:08:38.852>image <00:08:38.945>of <00:08:39.039>it <00:08:39.132>and <00:08:39.225>the <00:08:39.319>AI <00:08:39.412>figures <00:08:39.505>out <00:08:39.599>what <00:08:39.692>exactly <00:08:39.785>is <00:08:39.879>going

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<00:08:41.029>the <00:08:41.030>AI <00:08:41.031>figures <00:08:41.032>out <00:08:41.034>what <00:08:41.035>exactly <00:08:41.036>is <00:08:41.038>going

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<00:08:41.039>the <00:08:41.132>AI <00:08:41.225>figures <00:08:41.318>out <00:08:41.412>what <00:08:41.505>exactly <00:08:41.598>is <00:08:41.692>going <00:08:41.785>on. <00:08:41.879>So <00:08:41.972>for <00:08:42.065>this <00:08:42.159>means <00:08:42.252>the <00:08:42.345>only <00:08:42.438>things

00:08:43.589 --> 00:08:43.599 align:start position:0%
<00:08:43.588>on. <00:08:43.590>So <00:08:43.591>for <00:08:43.592>this <00:08:43.594>means <00:08:43.595>the <00:08:43.596>only <00:08:43.598>things

00:08:43.599 --> 00:08:46.870 align:start position:0%
<00:08:43.599>on. <00:08:43.686>So <00:08:43.774>for <00:08:43.861>this <00:08:43.949>means <00:08:44.036>the <00:08:44.124>only <00:08:44.211>things <00:08:44.299>that <00:08:44.386>can <00:08:44.474>be <00:08:44.561>used <00:08:44.649>for <00:08:44.736>this <00:08:44.824>are <00:08:44.911>VLMs. <00:08:44.999>So

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<00:08:46.870>that <00:08:46.871>can <00:08:46.872>be <00:08:46.873>used <00:08:46.874>for <00:08:46.875>this <00:08:46.876>are <00:08:46.877>VLMs. <00:08:46.879>So

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<00:08:46.880>that <00:08:46.973>can <00:08:47.066>be <00:08:47.160>used <00:08:47.253>for <00:08:47.346>this <00:08:47.439>are <00:08:47.533>VLMs. <00:08:47.626>So <00:08:47.720>if <00:08:47.813>you're <00:08:47.906>using <00:08:48.000>I <00:08:48.093>don't <00:08:48.186>know <00:08:48.280>something

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<00:08:49.430>if <00:08:49.431>you're <00:08:49.433>using <00:08:49.434>I <00:08:49.436>don't <00:08:49.437>know <00:08:49.439>something

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<00:08:49.440>if <00:08:49.540>you're <00:08:49.640>using <00:08:49.740>I <00:08:49.840>don't <00:08:49.940>know <00:08:50.040>something <00:08:50.140>like <00:08:50.240>uh <00:08:50.340>really <00:08:50.440>great <00:08:50.540>LM <00:08:50.640>but <00:08:50.740>I <00:08:50.840>cannot

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<00:08:53.190>like <00:08:53.191>uh <00:08:53.192>really <00:08:53.193>great <00:08:53.195>LM <00:08:53.196>but <00:08:53.197>I <00:08:53.199>cannot

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<00:08:53.200>like <00:08:53.300>uh <00:08:53.400>really <00:08:53.500>great <00:08:53.600>LM <00:08:53.700>but <00:08:53.800>I <00:08:53.900>cannot <00:08:54.000>recognize <00:08:54.100>images <00:08:54.200>you <00:08:54.300>cannot <00:08:54.400>do <00:08:54.500>this <00:08:54.600>with

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<00:08:55.350>recognize <00:08:55.351>images <00:08:55.353>you <00:08:55.354>cannot <00:08:55.356>do <00:08:55.357>this <00:08:55.359>with

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<00:08:55.360>recognize <00:08:55.460>images <00:08:55.560>you <00:08:55.660>cannot <00:08:55.760>do <00:08:55.860>this <00:08:55.960>with <00:08:56.060>it. <00:08:56.160>Okay. <00:08:56.260>So <00:08:56.360>it <00:08:56.460>needs <00:08:56.560>to <00:08:56.660>be <00:08:56.760>multimodel

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<00:08:57.829>it. <00:08:57.830>Okay. <00:08:57.831>So <00:08:57.832>it <00:08:57.834>needs <00:08:57.835>to <00:08:57.836>be <00:08:57.838>multimodel

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<00:08:57.839>it. <00:08:57.994>Okay. <00:08:58.150>So <00:08:58.305>it <00:08:58.461>needs <00:08:58.616>to <00:08:58.772>be <00:08:58.927>multimodel <00:08:59.083>by <00:08:59.238>default.

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<00:08:59.750>by <00:08:59.759>default.

00:08:59.760 --> 00:09:01.430 align:start position:0%
<00:08:59.760>by <00:09:00.460>default. <00:09:01.160>Then

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Then

00:09:01.440 --> 00:09:03.670 align:start position:0%
<00:09:01.440>Then <00:09:01.580>we <00:09:01.720>need <00:09:01.860>to <00:09:02.000>look <00:09:02.140>at <00:09:02.280>how <00:09:02.420>can <00:09:02.560>we <00:09:02.700>make <00:09:02.840>this

00:09:03.670 --> 00:09:03.680 align:start position:0%
<00:09:03.670>we <00:09:03.670>need <00:09:03.671>to <00:09:03.673>look <00:09:03.674>at <00:09:03.675>how <00:09:03.675>can <00:09:03.676>we <00:09:03.678>make <00:09:03.679>this

00:09:03.680 --> 00:09:07.110 align:start position:0%
<00:09:03.680>we <00:09:03.767>need <00:09:03.854>to <00:09:03.942>look <00:09:04.030>at <00:09:04.117>how <00:09:04.204>can <00:09:04.292>we <00:09:04.380>make <00:09:04.467>this <00:09:04.555>VLM <00:09:04.642>interact <00:09:04.729>with <00:09:04.817>our <00:09:04.905>browser. <00:09:04.992>Now, <00:09:05.079>this

00:09:07.110 --> 00:09:07.120 align:start position:0%
<00:09:07.110>VLM <00:09:07.111>interact <00:09:07.113>with <00:09:07.114>our <00:09:07.116>browser. <00:09:07.117>Now, <00:09:07.119>this

00:09:07.120 --> 00:09:10.070 align:start position:0%
<00:09:07.120>VLM <00:09:07.260>interact <00:09:07.400>with <00:09:07.540>our <00:09:07.680>browser. <00:09:07.820>Now, <00:09:07.960>this <00:09:08.100>is <00:09:08.240>where <00:09:08.380>the <00:09:08.520>various

00:09:10.070 --> 00:09:10.080 align:start position:0%
<00:09:10.070>is <00:09:10.073>where <00:09:10.076>the <00:09:10.079>various

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<00:09:10.080>is <00:09:10.235>where <00:09:10.391>the <00:09:10.546>various <00:09:10.702>um <00:09:10.857>frameworks, <00:09:11.013>the <00:09:11.168>old <00:09:11.324>frameworks <00:09:11.480>come

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<00:09:12.710>um <00:09:12.711>frameworks, <00:09:12.713>the <00:09:12.715>old <00:09:12.717>frameworks <00:09:12.719>come

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<00:09:12.720>um <00:09:12.827>frameworks, <00:09:12.935>the <00:09:13.043>old <00:09:13.150>frameworks <00:09:13.258>come <00:09:13.366>into <00:09:13.473>play, <00:09:13.581>right? <00:09:13.689>We're <00:09:13.796>going <00:09:13.904>to <00:09:14.012>make <00:09:14.120>it

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<00:09:15.030>into <00:09:15.031>play, <00:09:15.032>right? <00:09:15.033>We're <00:09:15.035>going <00:09:15.036>to <00:09:15.037>make <00:09:15.039>it

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<00:09:15.040>into <00:09:15.133>play, <00:09:15.226>right? <00:09:15.319>We're <00:09:15.413>going <00:09:15.506>to <00:09:15.599>make <00:09:15.693>it <00:09:15.786>so <00:09:15.880>that <00:09:15.973>the <00:09:16.066>VLM <00:09:16.160>can <00:09:16.253>communicate <00:09:16.346>with <00:09:16.439>the

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<00:09:18.710>so <00:09:18.711>that <00:09:18.712>the <00:09:18.713>VLM <00:09:18.715>can <00:09:18.716>communicate <00:09:18.717>with <00:09:18.719>the

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<00:09:18.720>so <00:09:18.827>that <00:09:18.935>the <00:09:19.043>VLM <00:09:19.150>can <00:09:19.258>communicate <00:09:19.366>with <00:09:19.473>the <00:09:19.581>old <00:09:19.689>framework. <00:09:19.796>Like <00:09:19.904>basically, <00:09:20.012>it <00:09:20.120>will

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<00:09:21.030>old <00:09:21.031>framework. <00:09:21.033>Like <00:09:21.035>basically, <00:09:21.037>it <00:09:21.039>will

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<00:09:21.040>old <00:09:21.167>framework. <00:09:21.294>Like <00:09:21.421>basically, <00:09:21.549>it <00:09:21.676>will <00:09:21.803>write <00:09:21.930>things <00:09:22.058>within <00:09:22.185>that <00:09:22.312>old <00:09:22.439>framework

00:09:22.870 --> 00:09:22.880 align:start position:0%
<00:09:22.870>write <00:09:22.871>things <00:09:22.873>within <00:09:22.875>that <00:09:22.877>old <00:09:22.879>framework

00:09:22.880 --> 00:09:25.670 align:start position:0%
<00:09:22.880>write <00:09:22.987>things <00:09:23.095>within <00:09:23.203>that <00:09:23.310>old <00:09:23.418>framework <00:09:23.526>and <00:09:23.633>execute <00:09:23.741>them <00:09:23.849>live, <00:09:23.956>you <00:09:24.064>know, <00:09:24.172>like <00:09:24.280>in

00:09:25.670 --> 00:09:25.680 align:start position:0%
<00:09:25.670>and <00:09:25.671>execute <00:09:25.672>them <00:09:25.673>live, <00:09:25.675>you <00:09:25.676>know, <00:09:25.677>like <00:09:25.679>in

00:09:25.680 --> 00:09:28.710 align:start position:0%
<00:09:25.680>and <00:09:25.787>execute <00:09:25.895>them <00:09:26.003>live, <00:09:26.110>you <00:09:26.218>know, <00:09:26.326>like <00:09:26.433>in <00:09:26.541>sandboxes <00:09:26.649>that <00:09:26.756>it <00:09:26.864>just <00:09:26.972>creates <00:09:27.079>[snorts]

00:09:28.710 --> 00:09:28.720 align:start position:0%
<00:09:28.710>sandboxes <00:09:28.711>that <00:09:28.713>it <00:09:28.715>just <00:09:28.717>creates <00:09:28.719>[snorts]

00:09:28.720 --> 00:09:31.670 align:start position:0%
<00:09:28.720>sandboxes <00:09:28.836>that <00:09:28.953>it <00:09:29.070>just <00:09:29.186>creates <00:09:29.303>[snorts] <00:09:29.420>and <00:09:29.536>should <00:09:29.653>be <00:09:29.770>fairly <00:09:29.886>robust. <00:09:30.003>But <00:09:30.120>for

00:09:31.670 --> 00:09:31.680 align:start position:0%
<00:09:31.670>and <00:09:31.671>should <00:09:31.673>be <00:09:31.674>fairly <00:09:31.675>robust. <00:09:31.677>But <00:09:31.679>for

00:09:31.680 --> 00:09:33.670 align:start position:0%
<00:09:31.680>and <00:09:31.787>should <00:09:31.895>be <00:09:32.003>fairly <00:09:32.110>robust. <00:09:32.218>But <00:09:32.326>for <00:09:32.433>this <00:09:32.541>you <00:09:32.649>know <00:09:32.756>the <00:09:32.864>framework <00:09:32.972>needs <00:09:33.079>to

00:09:33.670 --> 00:09:33.680 align:start position:0%
<00:09:33.670>this <00:09:33.671>you <00:09:33.673>know <00:09:33.674>the <00:09:33.675>framework <00:09:33.677>needs <00:09:33.679>to

00:09:33.680 --> 00:09:37.110 align:start position:0%
<00:09:33.680>this <00:09:33.796>you <00:09:33.913>know <00:09:34.030>the <00:09:34.146>framework <00:09:34.263>needs <00:09:34.380>to <00:09:34.496>enable <00:09:34.613>certain <00:09:34.729>things <00:09:34.846>by <00:09:34.963>default <00:09:35.079>like

00:09:37.110 --> 00:09:37.120 align:start position:0%
<00:09:37.110>enable <00:09:37.111>certain <00:09:37.113>things <00:09:37.115>by <00:09:37.117>default <00:09:37.119>like

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<00:09:37.120>enable <00:09:37.236>certain <00:09:37.353>things <00:09:37.470>by <00:09:37.586>default <00:09:37.703>like <00:09:37.820>checking <00:09:37.936>that <00:09:38.053>an <00:09:38.170>item <00:09:38.286>is <00:09:38.403>there <00:09:38.520>checking

00:09:39.350 --> 00:09:39.360 align:start position:0%
<00:09:39.350>checking <00:09:39.351>that <00:09:39.353>an <00:09:39.354>item <00:09:39.356>is <00:09:39.357>there <00:09:39.359>checking

00:09:39.360 --> 00:09:41.269 align:start position:0%
<00:09:39.360>checking <00:09:39.460>that <00:09:39.560>an <00:09:39.660>item <00:09:39.760>is <00:09:39.860>there <00:09:39.960>checking <00:09:40.060>that <00:09:40.160>it <00:09:40.260>has <00:09:40.360>waited <00:09:40.460>for <00:09:40.560>it <00:09:40.660>checking <00:09:40.760>that

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<00:09:41.269>that <00:09:41.270>it <00:09:41.271>has <00:09:41.272>waited <00:09:41.274>for <00:09:41.275>it <00:09:41.276>checking <00:09:41.278>that

00:09:41.279 --> 00:09:45.030 align:start position:0%
<00:09:41.279>that <00:09:41.372>it <00:09:41.465>has <00:09:41.559>waited <00:09:41.652>for <00:09:41.745>it <00:09:41.839>checking <00:09:41.932>that <00:09:42.025>it's <00:09:42.119>tried <00:09:42.212>a <00:09:42.305>few <00:09:42.399>times. <00:09:42.492>This <00:09:42.585>is <00:09:42.679>why

00:09:45.030 --> 00:09:45.040 align:start position:0%
<00:09:45.030>it's <00:09:45.031>tried <00:09:45.032>a <00:09:45.033>few <00:09:45.035>times. <00:09:45.036>This <00:09:45.037>is <00:09:45.039>why

00:09:45.040 --> 00:09:47.430 align:start position:0%
<00:09:45.040>it's <00:09:45.147>tried <00:09:45.255>a <00:09:45.363>few <00:09:45.470>times. <00:09:45.578>This <00:09:45.686>is <00:09:45.793>why <00:09:45.901>playride <00:09:46.009>seems <00:09:46.116>to <00:09:46.224>have <00:09:46.332>become <00:09:46.439>the

00:09:47.430 --> 00:09:47.440 align:start position:0%
<00:09:47.430>playride <00:09:47.431>seems <00:09:47.433>to <00:09:47.435>have <00:09:47.437>become <00:09:47.439>the

00:09:47.440 --> 00:09:50.150 align:start position:0%
<00:09:47.440>playride <00:09:47.615>seems <00:09:47.790>to <00:09:47.965>have <00:09:48.140>become <00:09:48.315>the <00:09:48.490>default <00:09:48.665>engine <00:09:48.840>for

00:09:50.150 --> 00:09:50.160 align:start position:0%
<00:09:50.150>default <00:09:50.154>engine <00:09:50.159>for

00:09:50.160 --> 00:09:54.150 align:start position:0%
<00:09:50.160>default <00:09:50.300>engine <00:09:50.439>for <00:09:50.579>whoever <00:09:50.719>is <00:09:50.860>trying <00:09:51.000>to <00:09:51.140>use <00:09:51.280>AI <00:09:51.420>agents <00:09:51.560>when

00:09:54.150 --> 00:09:54.160 align:start position:0%
<00:09:54.150>whoever <00:09:54.151>is <00:09:54.152>trying <00:09:54.153>to <00:09:54.155>use <00:09:54.156>AI <00:09:54.157>agents <00:09:54.159>when

00:09:54.160 --> 00:09:56.790 align:start position:0%
<00:09:54.160>whoever <00:09:54.260>is <00:09:54.360>trying <00:09:54.459>to <00:09:54.560>use <00:09:54.660>AI <00:09:54.760>agents <00:09:54.860>when <00:09:54.959>they're <00:09:55.060>doing <00:09:55.160>this <00:09:55.260>type <00:09:55.360>of <00:09:55.459>hybrid <00:09:55.560>or

00:09:56.790 --> 00:09:56.800 align:start position:0%
<00:09:56.790>they're <00:09:56.791>doing <00:09:56.793>this <00:09:56.794>type <00:09:56.795>of <00:09:56.797>hybrid <00:09:56.799>or

00:09:56.800 --> 00:09:59.976 align:start position:0%
<00:09:56.800>they're <00:09:56.939>doing <00:09:57.079>this <00:09:57.219>type <00:09:57.359>of <00:09:57.500>hybrid <00:09:57.640>or <00:09:57.780>even <00:09:57.920>agentic <00:09:58.060>purogentic <00:09:58.199>testing.

00:09:59.976 --> 00:09:59.986 align:start position:0%
<00:09:59.976>even <00:09:59.979>agentic <00:09:59.982>purogentic <00:09:59.985>testing.

00:09:59.986 --> 00:10:01.670 align:start position:0%
<00:09:59.986>even <00:10:00.161>agentic <00:10:00.336>purogentic <00:10:00.511>testing. <00:10:00.686>[snorts] <00:10:00.861>The <00:10:01.036>pure <00:10:01.211>agogentic <00:10:01.386>testing

00:10:01.670 --> 00:10:01.680 align:start position:0%
<00:10:01.670>[snorts] <00:10:01.672>The <00:10:01.674>pure <00:10:01.676>agogentic <00:10:01.679>testing

00:10:01.680 --> 00:10:03.269 align:start position:0%
<00:10:01.680>[snorts] <00:10:01.835>The <00:10:01.991>pure <00:10:02.146>agogentic <00:10:02.302>testing <00:10:02.457>basically <00:10:02.613>functions <00:10:02.768>the <00:10:02.924>same <00:10:03.079>just

00:10:03.269 --> 00:10:03.279 align:start position:0%
<00:10:03.269>basically <00:10:03.271>functions <00:10:03.273>the <00:10:03.275>same <00:10:03.278>just

00:10:03.279 --> 00:10:04.870 align:start position:0%
<00:10:03.279>basically <00:10:03.395>functions <00:10:03.512>the <00:10:03.629>same <00:10:03.745>just <00:10:03.862>doesn't <00:10:03.979>spit <00:10:04.095>out <00:10:04.212>some <00:10:04.329>code <00:10:04.445>that <00:10:04.562>you <00:10:04.679>can

00:10:04.870 --> 00:10:04.880 align:start position:0%
<00:10:04.870>doesn't <00:10:04.871>spit <00:10:04.872>out <00:10:04.873>some <00:10:04.875>code <00:10:04.876>that <00:10:04.877>you <00:10:04.879>can

00:10:04.880 --> 00:10:07.750 align:start position:0%
<00:10:04.880>doesn't <00:10:05.007>spit <00:10:05.134>out <00:10:05.261>some <00:10:05.389>code <00:10:05.516>that <00:10:05.643>you <00:10:05.770>can <00:10:05.898>run <00:10:06.025>independently <00:10:06.152>in <00:10:06.280>CI/CD.

00:10:07.750 --> 00:10:07.760 align:start position:0%
<00:10:07.750>run <00:10:07.753>independently <00:10:07.756>in <00:10:07.759>CI/CD.

00:10:07.760 --> 00:10:09.269 align:start position:0%
<00:10:07.760>run <00:10:08.099>independently <00:10:08.439>in <00:10:08.778>CI/CD. <00:10:09.118>Okay.

00:10:09.269 --> 00:10:09.279 align:start position:0%
Okay.

00:10:09.279 --> 00:10:12.389 align:start position:0%
<00:10:09.279>Okay. <00:10:09.479>And <00:10:09.679>then <00:10:09.879>right <00:10:10.079>we <00:10:10.279>have <00:10:10.479>the <00:10:10.679>native

00:10:12.389 --> 00:10:12.399 align:start position:0%
<00:10:12.389>And <00:10:12.390>then <00:10:12.392>right <00:10:12.393>we <00:10:12.395>have <00:10:12.396>the <00:10:12.398>native

00:10:12.399 --> 00:10:14.630 align:start position:0%
<00:10:12.399>And <00:10:12.515>then <00:10:12.632>right <00:10:12.749>we <00:10:12.865>have <00:10:12.982>the <00:10:13.099>native <00:10:13.215>engine. <00:10:13.332>So <00:10:13.449>we're <00:10:13.565>talking <00:10:13.682>about <00:10:13.799>chromium.

00:10:14.630 --> 00:10:14.640 align:start position:0%
<00:10:14.630>engine. <00:10:14.631>So <00:10:14.633>we're <00:10:14.635>talking <00:10:14.637>about <00:10:14.639>chromium.

00:10:14.640 --> 00:10:16.630 align:start position:0%
<00:10:14.640>engine. <00:10:14.767>So <00:10:14.894>we're <00:10:15.021>talking <00:10:15.149>about <00:10:15.276>chromium. <00:10:15.403>We're <00:10:15.530>talking <00:10:15.658>about <00:10:15.785>whatever <00:10:15.912>webkit <00:10:16.040>that

00:10:16.630 --> 00:10:16.640 align:start position:0%
<00:10:16.630>We're <00:10:16.631>talking <00:10:16.633>about <00:10:16.635>whatever <00:10:16.637>webkit <00:10:16.639>that

00:10:16.640 --> 00:10:19.590 align:start position:0%
<00:10:16.640>We're <00:10:16.767>talking <00:10:16.894>about <00:10:17.021>whatever <00:10:17.149>webkit <00:10:17.276>that <00:10:17.403>is <00:10:17.530>being <00:10:17.658>used <00:10:17.785>to <00:10:17.912>run <00:10:18.040>stuff.

00:10:19.590 --> 00:10:19.600 align:start position:0%
<00:10:19.590>is <00:10:19.591>being <00:10:19.593>used <00:10:19.595>to <00:10:19.597>run <00:10:19.599>stuff.

00:10:19.600 --> 00:10:23.030 align:start position:0%
<00:10:19.600>is <00:10:19.707>being <00:10:19.815>used <00:10:19.923>to <00:10:20.030>run <00:10:20.138>stuff. <00:10:20.246>Okay. <00:10:20.353>Now <00:10:20.461>what <00:10:20.569>I <00:10:20.676>was <00:10:20.784>talking <00:10:20.892>before <00:10:21.000>with

00:10:23.030 --> 00:10:23.040 align:start position:0%
<00:10:23.030>Okay. <00:10:23.031>Now <00:10:23.032>what <00:10:23.033>I <00:10:23.035>was <00:10:23.036>talking <00:10:23.037>before <00:10:23.039>with

00:10:23.040 --> 00:10:25.430 align:start position:0%
<00:10:23.040>Okay. <00:10:23.133>Now <00:10:23.226>what <00:10:23.319>I <00:10:23.413>was <00:10:23.506>talking <00:10:23.599>before <00:10:23.693>with <00:10:23.786>why <00:10:23.880>play <00:10:23.973>seems <00:10:24.066>to <00:10:24.160>be <00:10:24.253>the <00:10:24.346>default <00:10:24.439>for

00:10:25.430 --> 00:10:25.440 align:start position:0%
<00:10:25.430>why <00:10:25.431>play <00:10:25.432>seems <00:10:25.433>to <00:10:25.435>be <00:10:25.436>the <00:10:25.437>default <00:10:25.439>for

00:10:25.440 --> 00:10:28.630 align:start position:0%
<00:10:25.440>why <00:10:25.547>play <00:10:25.655>seems <00:10:25.763>to <00:10:25.870>be <00:10:25.978>the <00:10:26.086>default <00:10:26.193>for <00:10:26.301>many <00:10:26.409>is <00:10:26.516>it <00:10:26.624>has <00:10:26.732>an <00:10:26.840>actionability

00:10:28.630 --> 00:10:28.640 align:start position:0%
<00:10:28.630>many <00:10:28.631>is <00:10:28.633>it <00:10:28.635>has <00:10:28.637>an <00:10:28.639>actionability

00:10:28.640 --> 00:10:31.269 align:start position:0%
<00:10:28.640>many <00:10:28.756>is <00:10:28.873>it <00:10:28.990>has <00:10:29.106>an <00:10:29.223>actionability <00:10:29.340>mechanism. <00:10:29.456>So <00:10:29.573>it <00:10:29.689>looks <00:10:29.806>if <00:10:29.923>something <00:10:30.040>is

00:10:31.269 --> 00:10:31.279 align:start position:0%
<00:10:31.269>mechanism. <00:10:31.270>So <00:10:31.272>it <00:10:31.273>looks <00:10:31.275>if <00:10:31.276>something <00:10:31.278>is

00:10:31.279 --> 00:10:32.550 align:start position:0%
<00:10:31.279>mechanism. <00:10:31.366>So <00:10:31.454>it <00:10:31.542>looks <00:10:31.630>if <00:10:31.718>something <00:10:31.806>is <00:10:31.894>attached <00:10:31.982>to <00:10:32.070>the <00:10:32.158>DOM <00:10:32.246>where <00:10:32.334>you're <00:10:32.422>trying

00:10:32.550 --> 00:10:32.560 align:start position:0%
<00:10:32.550>attached <00:10:32.551>to <00:10:32.553>the <00:10:32.554>DOM <00:10:32.555>where <00:10:32.557>you're <00:10:32.559>trying

00:10:32.560 --> 00:10:34.550 align:start position:0%
<00:10:32.560>attached <00:10:32.653>to <00:10:32.746>the <00:10:32.839>DOM <00:10:32.933>where <00:10:33.026>you're <00:10:33.119>trying <00:10:33.213>to <00:10:33.306>exit. <00:10:33.400>Is <00:10:33.493>it <00:10:33.586>visible? <00:10:33.680>Is <00:10:33.773>it <00:10:33.866>stable? <00:10:33.959>Is

00:10:34.550 --> 00:10:34.560 align:start position:0%
<00:10:34.550>to <00:10:34.551>exit. <00:10:34.552>Is <00:10:34.553>it <00:10:34.554>visible? <00:10:34.555>Is <00:10:34.556>it <00:10:34.557>stable? <00:10:34.559>Is

00:10:34.560 --> 00:10:38.389 align:start position:0%
<00:10:34.560>to <00:10:34.653>exit. <00:10:34.746>Is <00:10:34.839>it <00:10:34.933>visible? <00:10:35.026>Is <00:10:35.119>it <00:10:35.213>stable? <00:10:35.306>Is <00:10:35.400>it <00:10:35.493>enabled? <00:10:35.586>Is <00:10:35.680>it <00:10:35.773>receiving <00:10:35.866>the <00:10:35.959>events?

00:10:38.389 --> 00:10:38.399 align:start position:0%
<00:10:38.389>it <00:10:38.390>enabled? <00:10:38.392>Is <00:10:38.393>it <00:10:38.395>receiving <00:10:38.396>the <00:10:38.398>events?

00:10:38.399 --> 00:10:40.790 align:start position:0%
<00:10:38.399>it <00:10:38.499>enabled? <00:10:38.599>Is <00:10:38.699>it <00:10:38.799>receiving <00:10:38.899>the <00:10:38.999>events? <00:10:39.099>And <00:10:39.199>only <00:10:39.299>then <00:10:39.399>does <00:10:39.499>it <00:10:39.599>execute. <00:10:39.699>We <00:10:39.799>need

00:10:40.790 --> 00:10:40.800 align:start position:0%
<00:10:40.790>And <00:10:40.791>only <00:10:40.792>then <00:10:40.793>does <00:10:40.795>it <00:10:40.796>execute. <00:10:40.797>We <00:10:40.799>need

00:10:40.800 --> 00:10:42.470 align:start position:0%
<00:10:40.800>And <00:10:40.907>only <00:10:41.015>then <00:10:41.123>does <00:10:41.230>it <00:10:41.338>execute. <00:10:41.446>We <00:10:41.553>need <00:10:41.661>something <00:10:41.769>like <00:10:41.876>that. <00:10:41.984>Like <00:10:42.092>the <00:10:42.199>framework

00:10:42.470 --> 00:10:42.480 align:start position:0%
<00:10:42.470>something <00:10:42.471>like <00:10:42.473>that. <00:10:42.475>Like <00:10:42.477>the <00:10:42.479>framework

00:10:42.480 --> 00:10:44.790 align:start position:0%
<00:10:42.480>something <00:10:42.596>like <00:10:42.713>that. <00:10:42.830>Like <00:10:42.946>the <00:10:43.063>framework <00:10:43.180>that <00:10:43.296>we <00:10:43.413>use <00:10:43.530>when <00:10:43.646>we're <00:10:43.763>building <00:10:43.880>these

00:10:44.790 --> 00:10:44.800 align:start position:0%
<00:10:44.790>that <00:10:44.791>we <00:10:44.793>use <00:10:44.794>when <00:10:44.795>we're <00:10:44.797>building <00:10:44.799>these

00:10:44.800 --> 00:10:47.430 align:start position:0%
<00:10:44.800>that <00:10:44.916>we <00:10:45.033>use <00:10:45.150>when <00:10:45.266>we're <00:10:45.383>building <00:10:45.500>these <00:10:45.616>sort <00:10:45.733>of <00:10:45.849>uh <00:10:45.966>hybrid <00:10:46.083>agent <00:10:46.199>testing

00:10:47.430 --> 00:10:47.440 align:start position:0%
<00:10:47.430>sort <00:10:47.431>of <00:10:47.433>uh <00:10:47.435>hybrid <00:10:47.437>agent <00:10:47.439>testing

00:10:47.440 --> 00:10:49.350 align:start position:0%
<00:10:47.440>sort <00:10:47.556>of <00:10:47.673>uh <00:10:47.790>hybrid <00:10:47.906>agent <00:10:48.023>testing <00:10:48.140>frameworks <00:10:48.256>needs <00:10:48.373>to <00:10:48.490>have <00:10:48.606>all <00:10:48.723>of <00:10:48.840>these

00:10:49.350 --> 00:10:49.360 align:start position:0%
<00:10:49.350>frameworks <00:10:49.351>needs <00:10:49.353>to <00:10:49.354>have <00:10:49.356>all <00:10:49.357>of <00:10:49.359>these

00:10:49.360 --> 00:10:51.910 align:start position:0%
<00:10:49.360>frameworks <00:10:49.460>needs <00:10:49.560>to <00:10:49.660>have <00:10:49.760>all <00:10:49.860>of <00:10:49.960>these <00:10:50.060>things. <00:10:50.160>Now <00:10:50.260>Playr <00:10:50.360>seems <00:10:50.460>to <00:10:50.560>be <00:10:50.660>doing <00:10:50.760>it

00:10:51.910 --> 00:10:51.920 align:start position:0%
<00:10:51.910>things. <00:10:51.911>Now <00:10:51.912>Playr <00:10:51.913>seems <00:10:51.915>to <00:10:51.916>be <00:10:51.917>doing <00:10:51.919>it

00:10:51.920 --> 00:10:53.590 align:start position:0%
<00:10:51.920>things. <00:10:52.020>Now <00:10:52.120>Playr <00:10:52.219>seems <00:10:52.319>to <00:10:52.420>be <00:10:52.520>doing <00:10:52.620>it <00:10:52.719>best <00:10:52.819>for <00:10:52.920>now. <00:10:53.020>Could <00:10:53.120>change <00:10:53.219>in <00:10:53.319>the

00:10:53.590 --> 00:10:53.600 align:start position:0%
<00:10:53.590>best <00:10:53.591>for <00:10:53.593>now. <00:10:53.594>Could <00:10:53.596>change <00:10:53.597>in <00:10:53.599>the

00:10:53.600 --> 00:10:55.350 align:start position:0%
<00:10:53.600>best <00:10:53.716>for <00:10:53.833>now. <00:10:53.950>Could <00:10:54.066>change <00:10:54.183>in <00:10:54.300>the <00:10:54.416>future. <00:10:54.533>You <00:10:54.650>know, <00:10:54.766>it <00:10:54.883>[snorts] <00:10:55.000>hasn't

00:10:55.350 --> 00:10:55.360 align:start position:0%
<00:10:55.350>future. <00:10:55.351>You <00:10:55.353>know, <00:10:55.355>it <00:10:55.357>[snorts] <00:10:55.359>hasn't

00:10:55.360 --> 00:10:58.069 align:start position:0%
<00:10:55.360>future. <00:10:55.535>You <00:10:55.710>know, <00:10:55.885>it <00:10:56.060>[snorts] <00:10:56.235>hasn't <00:10:56.410>been <00:10:56.585>decided <00:10:56.760>yet.

00:10:58.069 --> 00:10:58.079 align:start position:0%
<00:10:58.069>been <00:10:58.073>decided <00:10:58.078>yet.

00:10:58.079 --> 00:11:01.190 align:start position:0%
<00:10:58.079>been <00:10:58.206>decided <00:10:58.333>yet. <00:10:58.460>Then <00:10:58.588>why <00:10:58.715>do <00:10:58.842>we <00:10:58.969>use <00:10:59.097>this? <00:10:59.224>Well, <00:10:59.351>we <00:10:59.478>don't

00:11:01.190 --> 00:11:01.200 align:start position:0%
<00:11:01.190>Then <00:11:01.191>why <00:11:01.192>do <00:11:01.193>we <00:11:01.194>use <00:11:01.195>this? <00:11:01.196>Well, <00:11:01.197>we <00:11:01.199>don't

00:11:01.200 --> 00:11:03.670 align:start position:0%
<00:11:01.200>Then <00:11:01.316>why <00:11:01.433>do <00:11:01.550>we <00:11:01.666>use <00:11:01.783>this? <00:11:01.900>Well, <00:11:02.016>we <00:11:02.133>don't <00:11:02.250>want <00:11:02.366>brittleleness <00:11:02.483>anymore. <00:11:02.600>So

00:11:03.670 --> 00:11:03.680 align:start position:0%
<00:11:03.670>want <00:11:03.673>brittleleness <00:11:03.675>anymore. <00:11:03.679>So

00:11:03.680 --> 00:11:05.829 align:start position:0%
<00:11:03.680>want <00:11:03.835>brittleleness <00:11:03.991>anymore. <00:11:04.146>So <00:11:04.302>self-healing <00:11:04.457>automation <00:11:04.613>loop <00:11:04.768>is <00:11:04.924>sort <00:11:05.079>of

00:11:05.829 --> 00:11:05.839 align:start position:0%
<00:11:05.829>self-healing <00:11:05.830>automation <00:11:05.832>loop <00:11:05.834>is <00:11:05.836>sort <00:11:05.838>of

00:11:05.839 --> 00:11:08.150 align:start position:0%
<00:11:05.839>self-healing <00:11:05.946>automation <00:11:06.054>loop <00:11:06.162>is <00:11:06.269>sort <00:11:06.377>of <00:11:06.485>the <00:11:06.592>key <00:11:06.700>of <00:11:06.808>the <00:11:06.915>whole <00:11:07.023>game. <00:11:07.131>And <00:11:07.239>we're

00:11:08.150 --> 00:11:08.160 align:start position:0%
<00:11:08.150>the <00:11:08.151>key <00:11:08.152>of <00:11:08.153>the <00:11:08.155>whole <00:11:08.156>game. <00:11:08.157>And <00:11:08.159>we're

00:11:08.160 --> 00:11:11.269 align:start position:0%
<00:11:08.160>the <00:11:08.260>key <00:11:08.360>of <00:11:08.459>the <00:11:08.560>whole <00:11:08.660>game. <00:11:08.760>And <00:11:08.860>we're <00:11:08.959>looking <00:11:09.060>at <00:11:09.160>can <00:11:09.260>we <00:11:09.360>catch <00:11:09.459>test <00:11:09.560>failures?

00:11:11.269 --> 00:11:11.279 align:start position:0%
<00:11:11.269>looking <00:11:11.270>at <00:11:11.272>can <00:11:11.273>we <00:11:11.275>catch <00:11:11.276>test <00:11:11.278>failures?

00:11:11.279 --> 00:11:13.509 align:start position:0%
<00:11:11.279>looking <00:11:11.395>at <00:11:11.512>can <00:11:11.629>we <00:11:11.745>catch <00:11:11.862>test <00:11:11.979>failures? <00:11:12.095>Uh <00:11:12.212>can <00:11:12.329>we <00:11:12.445>have <00:11:12.562>headless <00:11:12.679>agent

00:11:13.509 --> 00:11:13.519 align:start position:0%
<00:11:13.509>Uh <00:11:13.510>can <00:11:13.512>we <00:11:13.514>have <00:11:13.516>headless <00:11:13.518>agent

00:11:13.519 --> 00:11:15.269 align:start position:0%
<00:11:13.519>Uh <00:11:13.752>can <00:11:13.985>we <00:11:14.219>have <00:11:14.452>headless <00:11:14.685>agent <00:11:14.919>orchestration?

00:11:15.269 --> 00:11:15.279 align:start position:0%
orchestration?

00:11:15.279 --> 00:11:17.829 align:start position:0%
<00:11:15.279>orchestration? <00:11:15.479>And <00:11:15.679>then <00:11:15.879>can <00:11:16.079>we <00:11:16.279>do <00:11:16.479>visual <00:11:16.679>inspection

00:11:17.829 --> 00:11:17.839 align:start position:0%
<00:11:17.829>And <00:11:17.830>then <00:11:17.832>can <00:11:17.833>we <00:11:17.834>do <00:11:17.836>visual <00:11:17.838>inspection

00:11:17.839 --> 00:11:19.509 align:start position:0%
<00:11:17.839>And <00:11:17.939>then <00:11:18.039>can <00:11:18.138>we <00:11:18.238>do <00:11:18.339>visual <00:11:18.439>inspection <00:11:18.539>when <00:11:18.638>this <00:11:18.738>is <00:11:18.839>running <00:11:18.939>to <00:11:19.039>see <00:11:19.138>what's <00:11:19.238>going

00:11:19.509 --> 00:11:19.519 align:start position:0%
<00:11:19.509>when <00:11:19.510>this <00:11:19.511>is <00:11:19.512>running <00:11:19.514>to <00:11:19.515>see <00:11:19.516>what's <00:11:19.518>going

00:11:19.519 --> 00:11:21.350 align:start position:0%
<00:11:19.519>when <00:11:19.626>this <00:11:19.734>is <00:11:19.842>running <00:11:19.949>to <00:11:20.057>see <00:11:20.165>what's <00:11:20.272>going <00:11:20.380>on? <00:11:20.488>And <00:11:20.595>visual <00:11:20.703>inspection <00:11:20.811>is <00:11:20.919>done

00:11:21.350 --> 00:11:21.360 align:start position:0%
<00:11:21.350>on? <00:11:21.351>And <00:11:21.353>visual <00:11:21.355>inspection <00:11:21.357>is <00:11:21.359>done

00:11:21.360 --> 00:11:24.230 align:start position:0%
<00:11:21.360>on? <00:11:21.487>And <00:11:21.614>visual <00:11:21.741>inspection <00:11:21.869>is <00:11:21.996>done <00:11:22.123>automatically <00:11:22.250>by <00:11:22.378>the <00:11:22.505>agent. <00:11:22.632>And <00:11:22.760>finally

00:11:24.230 --> 00:11:24.240 align:start position:0%
<00:11:24.230>automatically <00:11:24.231>by <00:11:24.233>the <00:11:24.235>agent. <00:11:24.237>And <00:11:24.239>finally

00:11:24.240 --> 00:11:26.630 align:start position:0%
<00:11:24.240>automatically <00:11:24.356>by <00:11:24.473>the <00:11:24.590>agent. <00:11:24.706>And <00:11:24.823>finally <00:11:24.940>because <00:11:25.056>again <00:11:25.173>agent <00:11:25.290>should <00:11:25.406>not <00:11:25.523>be <00:11:25.640>the

00:11:26.630 --> 00:11:26.640 align:start position:0%
<00:11:26.630>because <00:11:26.631>again <00:11:26.633>agent <00:11:26.634>should <00:11:26.636>not <00:11:26.637>be <00:11:26.639>the

00:11:26.640 --> 00:11:29.350 align:start position:0%
<00:11:26.640>because <00:11:26.747>again <00:11:26.855>agent <00:11:26.963>should <00:11:27.070>not <00:11:27.178>be <00:11:27.286>the <00:11:27.393>only <00:11:27.501>thing <00:11:27.609>that <00:11:27.716>runs. <00:11:27.824>If <00:11:27.932>anything <00:11:28.040>was

00:11:29.350 --> 00:11:29.360 align:start position:0%
<00:11:29.350>only <00:11:29.351>thing <00:11:29.353>that <00:11:29.354>runs. <00:11:29.356>If <00:11:29.357>anything <00:11:29.359>was

00:11:29.360 --> 00:11:32.550 align:start position:0%
<00:11:29.360>only <00:11:29.460>thing <00:11:29.560>that <00:11:29.660>runs. <00:11:29.760>If <00:11:29.860>anything <00:11:29.960>was <00:11:30.060>healed <00:11:30.160>we <00:11:30.260>need <00:11:30.360>to <00:11:30.460>update <00:11:30.560>our <00:11:30.660>register <00:11:30.760>so

00:11:32.550 --> 00:11:32.560 align:start position:0%
<00:11:32.550>healed <00:11:32.551>we <00:11:32.552>need <00:11:32.553>to <00:11:32.555>update <00:11:32.556>our <00:11:32.557>register <00:11:32.559>so

00:11:32.560 --> 00:11:34.949 align:start position:0%
<00:11:32.560>healed <00:11:32.660>we <00:11:32.760>need <00:11:32.859>to <00:11:32.959>update <00:11:33.060>our <00:11:33.160>register <00:11:33.260>so <00:11:33.359>that <00:11:33.459>now <00:11:33.560>we <00:11:33.660>have <00:11:33.760>the <00:11:33.859>correct <00:11:33.959>execution

00:11:34.949 --> 00:11:34.959 align:start position:0%
<00:11:34.949>that <00:11:34.950>now <00:11:34.952>we <00:11:34.953>have <00:11:34.955>the <00:11:34.956>correct <00:11:34.958>execution

00:11:34.959 --> 00:11:38.310 align:start position:0%
<00:11:34.959>that <00:11:35.099>now <00:11:35.239>we <00:11:35.379>have <00:11:35.519>the <00:11:35.659>correct <00:11:35.799>execution <00:11:35.939>code <00:11:36.079>written <00:11:36.219>in <00:11:36.359>playright.

00:11:38.310 --> 00:11:38.320 align:start position:0%
<00:11:38.310>code <00:11:38.313>written <00:11:38.316>in <00:11:38.319>playright.

00:11:38.320 --> 00:11:44.310 align:start position:0%
<00:11:38.320>code <00:11:38.670>written <00:11:39.020>in <00:11:39.370>playright. <00:11:39.720>Okay.

00:11:44.320 --> 00:11:45.829 align:start position:0%
So

00:11:45.829 --> 00:11:45.839 align:start position:0%
So

00:11:45.839 --> 00:11:49.269 align:start position:0%
<00:11:45.839>So <00:11:46.013>the <00:11:46.189>way <00:11:46.363>the <00:11:46.539>visual <00:11:46.714>agent <00:11:46.888>works <00:11:47.064>is <00:11:47.238>once

00:11:49.269 --> 00:11:49.279 align:start position:0%
<00:11:49.269>the <00:11:49.270>way <00:11:49.271>the <00:11:49.272>visual <00:11:49.274>agent <00:11:49.275>works <00:11:49.276>is <00:11:49.278>once

00:11:49.279 --> 00:11:54.230 align:start position:0%
<00:11:49.279>the <00:11:49.366>way <00:11:49.454>the <00:11:49.541>visual <00:11:49.629>agent <00:11:49.716>works <00:11:49.804>is <00:11:49.891>once <00:11:49.979>we <00:11:50.066>create <00:11:50.154>uh <00:11:50.241>the <00:11:50.329>pipeline <00:11:50.416>and <00:11:50.504>it <00:11:50.591>takes <00:11:50.679>a

00:11:54.230 --> 00:11:54.240 align:start position:0%
<00:11:54.230>we <00:11:54.231>create <00:11:54.232>uh <00:11:54.233>the <00:11:54.234>pipeline <00:11:54.235>and <00:11:54.236>it <00:11:54.237>takes <00:11:54.239>a

00:11:54.240 --> 00:11:56.310 align:start position:0%
<00:11:54.240>we <00:11:54.333>create <00:11:54.426>uh <00:11:54.520>the <00:11:54.613>pipeline <00:11:54.706>and <00:11:54.800>it <00:11:54.893>takes <00:11:54.986>a <00:11:55.080>picture <00:11:55.173>and <00:11:55.266>it <00:11:55.360>uses <00:11:55.453>that <00:11:55.546>picture <00:11:55.640>it

00:11:56.310 --> 00:11:56.320 align:start position:0%
<00:11:56.310>picture <00:11:56.311>and <00:11:56.313>it <00:11:56.314>uses <00:11:56.316>that <00:11:56.317>picture <00:11:56.319>it

00:11:56.320 --> 00:11:58.310 align:start position:0%
<00:11:56.320>picture <00:11:56.436>and <00:11:56.553>it <00:11:56.670>uses <00:11:56.786>that <00:11:56.903>picture <00:11:57.020>it <00:11:57.136>creates <00:11:57.253>bounding <00:11:57.370>boxes <00:11:57.486>and <00:11:57.603>then <00:11:57.720>it

00:11:58.310 --> 00:11:58.320 align:start position:0%
<00:11:58.310>creates <00:11:58.311>bounding <00:11:58.313>boxes <00:11:58.315>and <00:11:58.317>then <00:11:58.319>it

00:11:58.320 --> 00:12:01.590 align:start position:0%
<00:11:58.320>creates <00:11:58.447>bounding <00:11:58.574>boxes <00:11:58.701>and <00:11:58.829>then <00:11:58.956>it <00:11:59.083>relays <00:11:59.210>the <00:11:59.338>bounding <00:11:59.465>boxes <00:11:59.592>for <00:11:59.720>example

00:12:01.590 --> 00:12:01.600 align:start position:0%
<00:12:01.590>relays <00:12:01.591>the <00:12:01.593>bounding <00:12:01.595>boxes <00:12:01.597>for <00:12:01.599>example

00:12:01.600 --> 00:12:04.870 align:start position:0%
<00:12:01.600>relays <00:12:01.716>the <00:12:01.833>bounding <00:12:01.950>boxes <00:12:02.066>for <00:12:02.183>example <00:12:02.300>with <00:12:02.416>whatever <00:12:02.533>is <00:12:02.650>outside <00:12:02.766>it <00:12:02.883>and <00:12:03.000>also

00:12:04.870 --> 00:12:04.880 align:start position:0%
<00:12:04.870>with <00:12:04.871>whatever <00:12:04.873>is <00:12:04.874>outside <00:12:04.876>it <00:12:04.877>and <00:12:04.879>also

00:12:04.880 --> 00:12:07.509 align:start position:0%
<00:12:04.880>with <00:12:04.967>whatever <00:12:05.055>is <00:12:05.142>outside <00:12:05.230>it <00:12:05.317>and <00:12:05.405>also <00:12:05.492>with <00:12:05.580>what <00:12:05.667>is <00:12:05.755>in <00:12:05.842>the <00:12:05.930>DOM. <00:12:06.017>So <00:12:06.105>it <00:12:06.192>tries <00:12:06.280>to

00:12:07.509 --> 00:12:07.519 align:start position:0%
<00:12:07.509>with <00:12:07.510>what <00:12:07.511>is <00:12:07.512>in <00:12:07.513>the <00:12:07.514>DOM. <00:12:07.515>So <00:12:07.516>it <00:12:07.517>tries <00:12:07.518>to

00:12:07.519 --> 00:12:10.310 align:start position:0%
<00:12:07.519>with <00:12:07.619>what <00:12:07.719>is <00:12:07.819>in <00:12:07.919>the <00:12:08.019>DOM. <00:12:08.119>So <00:12:08.219>it <00:12:08.319>tries <00:12:08.419>to <00:12:08.519>basically <00:12:08.619>reconcile <00:12:08.719>the <00:12:08.819>all <00:12:08.919>the

00:12:10.310 --> 00:12:10.320 align:start position:0%
<00:12:10.310>basically <00:12:10.312>reconcile <00:12:10.314>the <00:12:10.316>all <00:12:10.319>the

00:12:10.320 --> 00:12:12.470 align:start position:0%
<00:12:10.320>basically <00:12:10.460>reconcile <00:12:10.600>the <00:12:10.740>all <00:12:10.880>the <00:12:11.020>information <00:12:11.160>together <00:12:11.300>and <00:12:11.440>tries <00:12:11.580>to <00:12:11.720>define

00:12:12.470 --> 00:12:12.480 align:start position:0%
<00:12:12.470>information <00:12:12.471>together <00:12:12.473>and <00:12:12.475>tries <00:12:12.477>to <00:12:12.479>define

00:12:12.480 --> 00:12:16.470 align:start position:0%
<00:12:12.480>information <00:12:12.596>together <00:12:12.713>and <00:12:12.830>tries <00:12:12.946>to <00:12:13.063>define <00:12:13.180>everything <00:12:13.296>that <00:12:13.413>it <00:12:13.530>sees <00:12:13.646>through <00:12:13.763>u <00:12:13.880>object

00:12:16.470 --> 00:12:16.480 align:start position:0%
<00:12:16.470>everything <00:12:16.471>that <00:12:16.473>it <00:12:16.474>sees <00:12:16.476>through <00:12:16.477>u <00:12:16.479>object

00:12:16.480 --> 00:12:18.870 align:start position:0%
<00:12:16.480>everything <00:12:16.596>that <00:12:16.713>it <00:12:16.830>sees <00:12:16.946>through <00:12:17.063>u <00:12:17.180>object <00:12:17.296>recognition <00:12:17.413>and <00:12:17.530>by <00:12:17.646>defining <00:12:17.763>what <00:12:17.880>is

00:12:18.870 --> 00:12:18.880 align:start position:0%
<00:12:18.870>recognition <00:12:18.871>and <00:12:18.873>by <00:12:18.875>defining <00:12:18.877>what <00:12:18.879>is

00:12:18.880 --> 00:12:23.910 align:start position:0%
<00:12:18.880>recognition <00:12:19.007>and <00:12:19.134>by <00:12:19.261>defining <00:12:19.389>what <00:12:19.516>is <00:12:19.643>within <00:12:19.770>each <00:12:19.898>and <00:12:20.025>every <00:12:20.152>recognized <00:12:20.280>object.

00:12:23.920 --> 00:12:26.949 align:start position:0%
<00:12:23.920>And <00:12:24.620>the <00:12:25.319>way

00:12:26.949 --> 00:12:26.959 align:start position:0%
<00:12:26.949>And <00:12:26.953>the <00:12:26.958>way

00:12:26.959 --> 00:12:30.069 align:start position:0%
<00:12:26.959>And <00:12:27.086>the <00:12:27.213>way <00:12:27.340>we <00:12:27.468>would <00:12:27.595>look <00:12:27.722>at <00:12:27.849>the <00:12:27.977>life <00:12:28.104>cycle <00:12:28.231>of <00:12:28.358>such

00:12:30.069 --> 00:12:30.079 align:start position:0%
<00:12:30.069>we <00:12:30.070>would <00:12:30.071>look <00:12:30.072>at <00:12:30.073>the <00:12:30.074>life <00:12:30.075>cycle <00:12:30.076>of <00:12:30.078>such

00:12:30.079 --> 00:12:32.870 align:start position:0%
<00:12:30.079>we <00:12:30.161>would <00:12:30.243>look <00:12:30.326>at <00:12:30.408>the <00:12:30.490>life <00:12:30.573>cycle <00:12:30.655>of <00:12:30.737>such <00:12:30.820>a <00:12:30.902>process <00:12:30.984>is <00:12:31.067>well <00:12:31.149>we <00:12:31.231>need <00:12:31.314>to <00:12:31.396>have <00:12:31.478>an

00:12:32.870 --> 00:12:32.880 align:start position:0%
<00:12:32.870>a <00:12:32.871>process <00:12:32.872>is <00:12:32.873>well <00:12:32.874>we <00:12:32.875>need <00:12:32.876>to <00:12:32.877>have <00:12:32.879>an

00:12:32.880 --> 00:12:35.509 align:start position:0%
<00:12:32.880>a <00:12:32.967>process <00:12:33.055>is <00:12:33.142>well <00:12:33.230>we <00:12:33.317>need <00:12:33.405>to <00:12:33.492>have <00:12:33.580>an <00:12:33.667>intent <00:12:33.755>because <00:12:33.842>if <00:12:33.930>we <00:12:34.017>wanted <00:12:34.105>to <00:12:34.192>look <00:12:34.280>on

00:12:35.509 --> 00:12:35.519 align:start position:0%
<00:12:35.509>intent <00:12:35.510>because <00:12:35.511>if <00:12:35.512>we <00:12:35.514>wanted <00:12:35.515>to <00:12:35.516>look <00:12:35.518>on

00:12:35.519 --> 00:12:38.310 align:start position:0%
<00:12:35.519>intent <00:12:35.612>because <00:12:35.705>if <00:12:35.799>we <00:12:35.892>wanted <00:12:35.985>to <00:12:36.079>look <00:12:36.172>on <00:12:36.265>the <00:12:36.359>browser <00:12:36.452>and <00:12:36.545>see <00:12:36.639>what <00:12:36.732>it <00:12:36.825>should <00:12:36.919>click

00:12:38.310 --> 00:12:38.320 align:start position:0%
<00:12:38.310>the <00:12:38.311>browser <00:12:38.312>and <00:12:38.313>see <00:12:38.315>what <00:12:38.316>it <00:12:38.317>should <00:12:38.319>click

00:12:38.320 --> 00:12:41.670 align:start position:0%
<00:12:38.320>the <00:12:38.407>browser <00:12:38.495>and <00:12:38.582>see <00:12:38.670>what <00:12:38.757>it <00:12:38.845>should <00:12:38.932>click <00:12:39.020>and <00:12:39.107>so <00:12:39.195>on. <00:12:39.282>We <00:12:39.370>need <00:12:39.457>to <00:12:39.545>explain <00:12:39.632>well <00:12:39.720>I

00:12:41.670 --> 00:12:41.680 align:start position:0%
<00:12:41.670>and <00:12:41.671>so <00:12:41.672>on. <00:12:41.673>We <00:12:41.674>need <00:12:41.675>to <00:12:41.676>explain <00:12:41.677>well <00:12:41.679>I

00:12:41.680 --> 00:12:43.728 align:start position:0%
<00:12:41.680>and <00:12:41.773>so <00:12:41.866>on. <00:12:41.959>We <00:12:42.053>need <00:12:42.146>to <00:12:42.239>explain <00:12:42.333>well <00:12:42.426>I <00:12:42.520>want <00:12:42.613>you <00:12:42.706>to <00:12:42.800>click <00:12:42.893>this <00:12:42.986>button <00:12:43.079>here.

00:12:43.728 --> 00:12:43.738 align:start position:0%
<00:12:43.728>want <00:12:43.729>you <00:12:43.731>to <00:12:43.732>click <00:12:43.734>this <00:12:43.735>button <00:12:43.737>here.

00:12:43.738 --> 00:12:45.110 align:start position:0%
<00:12:43.738>want <00:12:43.832>you <00:12:43.927>to <00:12:44.022>click <00:12:44.117>this <00:12:44.212>button <00:12:44.307>here. <00:12:44.402>[snorts] <00:12:44.497>It's <00:12:44.592>also <00:12:44.687>important <00:12:44.782>how <00:12:44.877>do <00:12:44.972>you

00:12:45.110 --> 00:12:45.120 align:start position:0%
<00:12:45.110>[snorts] <00:12:45.111>It's <00:12:45.113>also <00:12:45.114>important <00:12:45.116>how <00:12:45.117>do <00:12:45.119>you

00:12:45.120 --> 00:12:46.629 align:start position:0%
<00:12:45.120>[snorts] <00:12:45.224>It's <00:12:45.328>also <00:12:45.433>important <00:12:45.537>how <00:12:45.642>do <00:12:45.746>you <00:12:45.851>describe <00:12:45.955>the <00:12:46.060>button? <00:12:46.164>Do <00:12:46.269>you <00:12:46.373>expect <00:12:46.478>the

00:12:46.629 --> 00:12:46.639 align:start position:0%
<00:12:46.629>describe <00:12:46.630>the <00:12:46.632>button? <00:12:46.633>Do <00:12:46.635>you <00:12:46.636>expect <00:12:46.638>the

00:12:46.639 --> 00:12:48.389 align:start position:0%
<00:12:46.639>describe <00:12:46.746>the <00:12:46.854>button? <00:12:46.962>Do <00:12:47.069>you <00:12:47.177>expect <00:12:47.285>the <00:12:47.392>button <00:12:47.500>to <00:12:47.608>change <00:12:47.715>colors? <00:12:47.823>Do <00:12:47.931>you <00:12:48.039>expect

00:12:48.389 --> 00:12:48.399 align:start position:0%
<00:12:48.389>button <00:12:48.390>to <00:12:48.392>change <00:12:48.393>colors? <00:12:48.395>Do <00:12:48.396>you <00:12:48.398>expect

00:12:48.399 --> 00:12:50.870 align:start position:0%
<00:12:48.399>button <00:12:48.492>to <00:12:48.585>change <00:12:48.679>colors? <00:12:48.772>Do <00:12:48.865>you <00:12:48.959>expect <00:12:49.052>the <00:12:49.145>name <00:12:49.239>to <00:12:49.332>change <00:12:49.425>in <00:12:49.519>the <00:12:49.612>future? <00:12:49.705>So <00:12:49.799>you

00:12:50.870 --> 00:12:50.880 align:start position:0%
<00:12:50.870>the <00:12:50.871>name <00:12:50.872>to <00:12:50.873>change <00:12:50.874>in <00:12:50.875>the <00:12:50.876>future? <00:12:50.877>So <00:12:50.879>you

00:12:50.880 --> 00:12:52.790 align:start position:0%
<00:12:50.880>the <00:12:50.973>name <00:12:51.066>to <00:12:51.160>change <00:12:51.253>in <00:12:51.346>the <00:12:51.439>future? <00:12:51.533>So <00:12:51.626>you <00:12:51.720>need <00:12:51.813>to <00:12:51.906>think <00:12:52.000>when <00:12:52.093>you're <00:12:52.186>writing <00:12:52.280>your

00:12:52.790 --> 00:12:52.800 align:start position:0%
<00:12:52.790>need <00:12:52.791>to <00:12:52.793>think <00:12:52.794>when <00:12:52.795>you're <00:12:52.797>writing <00:12:52.799>your

00:12:52.800 --> 00:12:55.430 align:start position:0%
<00:12:52.800>need <00:12:52.907>to <00:12:53.015>think <00:12:53.123>when <00:12:53.230>you're <00:12:53.338>writing <00:12:53.446>your <00:12:53.553>step <00:12:53.661>which <00:12:53.769>is <00:12:53.876>the <00:12:53.984>intent <00:12:54.092>in <00:12:54.199>natural

00:12:55.430 --> 00:12:55.440 align:start position:0%
<00:12:55.430>step <00:12:55.431>which <00:12:55.433>is <00:12:55.434>the <00:12:55.436>intent <00:12:55.437>in <00:12:55.439>natural

00:12:55.440 --> 00:12:58.230 align:start position:0%
<00:12:55.440>step <00:12:55.540>which <00:12:55.640>is <00:12:55.740>the <00:12:55.840>intent <00:12:55.940>in <00:12:56.040>natural <00:12:56.140>language <00:12:56.240>what <00:12:56.340>is <00:12:56.440>there <00:12:56.540>to <00:12:56.640>stay <00:12:56.740>what <00:12:56.840>will

00:12:58.230 --> 00:12:58.240 align:start position:0%
<00:12:58.230>language <00:12:58.231>what <00:12:58.232>is <00:12:58.233>there <00:12:58.235>to <00:12:58.236>stay <00:12:58.237>what <00:12:58.239>will

00:12:58.240 --> 00:13:00.790 align:start position:0%
<00:12:58.240>language <00:12:58.356>what <00:12:58.473>is <00:12:58.590>there <00:12:58.706>to <00:12:58.823>stay <00:12:58.940>what <00:12:59.056>will <00:12:59.173>be <00:12:59.290>modified <00:12:59.406>in <00:12:59.523>the <00:12:59.640>future.

00:13:00.790 --> 00:13:00.800 align:start position:0%
<00:13:00.790>be <00:13:00.792>modified <00:13:00.794>in <00:13:00.796>the <00:13:00.799>future.

00:13:00.800 --> 00:13:03.190 align:start position:0%
<00:13:00.800>be <00:13:01.033>modified <00:13:01.266>in <00:13:01.500>the <00:13:01.733>future. <00:13:01.966>Uh <00:13:02.199>then

00:13:03.190 --> 00:13:03.200 align:start position:0%
<00:13:03.190>Uh <00:13:03.199>then

00:13:03.200 --> 00:13:05.829 align:start position:0%
<00:13:03.200>Uh <00:13:03.400>then <00:13:03.600>the <00:13:03.800>AI <00:13:04.000>navigates <00:13:04.200>it <00:13:04.400>compiles <00:13:04.600>if

00:13:05.829 --> 00:13:05.839 align:start position:0%
<00:13:05.829>the <00:13:05.830>AI <00:13:05.832>navigates <00:13:05.834>it <00:13:05.836>compiles <00:13:05.838>if

00:13:05.839 --> 00:13:07.670 align:start position:0%
<00:13:05.839>the <00:13:05.966>AI <00:13:06.093>navigates <00:13:06.220>it <00:13:06.348>compiles <00:13:06.475>if <00:13:06.602>everything <00:13:06.729>ran <00:13:06.857>well <00:13:06.984>it <00:13:07.111>compiles <00:13:07.239>a

00:13:07.670 --> 00:13:07.680 align:start position:0%
<00:13:07.670>everything <00:13:07.671>ran <00:13:07.673>well <00:13:07.675>it <00:13:07.677>compiles <00:13:07.679>a

00:13:07.680 --> 00:13:09.910 align:start position:0%
<00:13:07.680>everything <00:13:07.796>ran <00:13:07.913>well <00:13:08.030>it <00:13:08.146>compiles <00:13:08.263>a <00:13:08.380>playright <00:13:08.496>script <00:13:08.613>at <00:13:08.729>the <00:13:08.846>end <00:13:08.963>that <00:13:09.079>it

00:13:09.910 --> 00:13:09.920 align:start position:0%
<00:13:09.910>playright <00:13:09.911>script <00:13:09.913>at <00:13:09.914>the <00:13:09.915>end <00:13:09.917>that <00:13:09.919>it

00:13:09.920 --> 00:13:11.910 align:start position:0%
<00:13:09.920>playright <00:13:10.027>script <00:13:10.135>at <00:13:10.243>the <00:13:10.350>end <00:13:10.458>that <00:13:10.566>it <00:13:10.673>stored <00:13:10.781>somewhere <00:13:10.889>in <00:13:10.996>a <00:13:11.104>database <00:13:11.212>and <00:13:11.319>from

00:13:11.910 --> 00:13:11.920 align:start position:0%
<00:13:11.910>stored <00:13:11.911>somewhere <00:13:11.913>in <00:13:11.914>a <00:13:11.915>database <00:13:11.917>and <00:13:11.919>from

00:13:11.920 --> 00:13:13.670 align:start position:0%
<00:13:11.920>stored <00:13:12.013>somewhere <00:13:12.106>in <00:13:12.199>a <00:13:12.293>database <00:13:12.386>and <00:13:12.479>from <00:13:12.573>where <00:13:12.666>you <00:13:12.760>can <00:13:12.853>extract <00:13:12.946>it <00:13:13.040>you <00:13:13.133>run <00:13:13.226>it <00:13:13.319>in

00:13:13.670 --> 00:13:13.680 align:start position:0%
<00:13:13.670>where <00:13:13.671>you <00:13:13.672>can <00:13:13.673>extract <00:13:13.674>it <00:13:13.675>you <00:13:13.676>run <00:13:13.677>it <00:13:13.679>in

00:13:13.680 --> 00:13:16.629 align:start position:0%
<00:13:13.680>where <00:13:13.773>you <00:13:13.866>can <00:13:13.959>extract <00:13:14.053>it <00:13:14.146>you <00:13:14.239>run <00:13:14.333>it <00:13:14.426>in <00:13:14.520>your <00:13:14.613>CI/CD <00:13:14.706>and <00:13:14.800>whenever <00:13:14.893>it <00:13:14.986>breaks <00:13:15.079>and

00:13:16.629 --> 00:13:16.639 align:start position:0%
<00:13:16.629>your <00:13:16.630>CI/CD <00:13:16.632>and <00:13:16.633>whenever <00:13:16.635>it <00:13:16.636>breaks <00:13:16.638>and

00:13:16.639 --> 00:13:20.310 align:start position:0%
<00:13:16.639>your <00:13:16.739>CI/CD <00:13:16.839>and <00:13:16.939>whenever <00:13:17.039>it <00:13:17.139>breaks <00:13:17.239>and <00:13:17.339>within <00:13:17.439>the <00:13:17.539>CI/CD <00:13:17.639>it <00:13:17.739>will <00:13:17.839>do <00:13:17.939>this <00:13:18.039>whole

00:13:20.310 --> 00:13:20.320 align:start position:0%
<00:13:20.310>within <00:13:20.311>the <00:13:20.312>CI/CD <00:13:20.313>it <00:13:20.315>will <00:13:20.316>do <00:13:20.317>this <00:13:20.319>whole

00:13:20.320 --> 00:13:23.269 align:start position:0%
<00:13:20.320>within <00:13:20.413>the <00:13:20.506>CI/CD <00:13:20.600>it <00:13:20.693>will <00:13:20.786>do <00:13:20.880>this <00:13:20.973>whole <00:13:21.066>process <00:13:21.160>again. <00:13:21.253>Now <00:13:21.346>the <00:13:21.440>way <00:13:21.533>it <00:13:21.626>lands <00:13:21.720>in

00:13:23.269 --> 00:13:23.279 align:start position:0%
<00:13:23.269>process <00:13:23.270>again. <00:13:23.271>Now <00:13:23.272>the <00:13:23.274>way <00:13:23.275>it <00:13:23.276>lands <00:13:23.278>in

00:13:23.279 --> 00:13:26.790 align:start position:0%
<00:13:23.279>process <00:13:23.379>again. <00:13:23.479>Now <00:13:23.579>the <00:13:23.679>way <00:13:23.779>it <00:13:23.879>lands <00:13:23.979>in <00:13:24.079>the <00:13:24.179>database <00:13:24.279>is <00:13:24.379>you <00:13:24.479>run <00:13:24.579>it <00:13:24.679>locally.

00:13:26.790 --> 00:13:26.800 align:start position:0%
<00:13:26.790>the <00:13:26.791>database <00:13:26.793>is <00:13:26.794>you <00:13:26.795>run <00:13:26.797>it <00:13:26.799>locally.

00:13:26.800 --> 00:13:29.030 align:start position:0%
<00:13:26.800>the <00:13:26.900>database <00:13:27.000>is <00:13:27.099>you <00:13:27.199>run <00:13:27.300>it <00:13:27.400>locally. <00:13:27.500>You <00:13:27.599>store <00:13:27.699>it <00:13:27.800>in <00:13:27.900>a <00:13:28.000>database <00:13:28.099>and <00:13:28.199>that

00:13:29.030 --> 00:13:29.040 align:start position:0%
<00:13:29.030>You <00:13:29.031>store <00:13:29.032>it <00:13:29.033>in <00:13:29.035>a <00:13:29.036>database <00:13:29.037>and <00:13:29.039>that

00:13:29.040 --> 00:13:31.829 align:start position:0%
<00:13:29.040>You <00:13:29.147>store <00:13:29.255>it <00:13:29.363>in <00:13:29.470>a <00:13:29.578>database <00:13:29.686>and <00:13:29.793>that <00:13:29.901>database <00:13:30.009>accessible <00:13:30.116>to <00:13:30.224>your <00:13:30.332>CI/CD <00:13:30.439>code

00:13:31.829 --> 00:13:31.839 align:start position:0%
<00:13:31.829>database <00:13:31.830>accessible <00:13:31.832>to <00:13:31.834>your <00:13:31.836>CI/CD <00:13:31.838>code

00:13:31.839 --> 00:13:34.629 align:start position:0%
<00:13:31.839>database <00:13:31.946>accessible <00:13:32.054>to <00:13:32.162>your <00:13:32.269>CI/CD <00:13:32.377>code <00:13:32.485>and <00:13:32.592>then <00:13:32.700>that <00:13:32.808>is <00:13:32.915>how <00:13:33.023>you <00:13:33.131>executed <00:13:33.238>within

00:13:34.629 --> 00:13:34.639 align:start position:0%
<00:13:34.629>and <00:13:34.630>then <00:13:34.631>that <00:13:34.632>is <00:13:34.634>how <00:13:34.635>you <00:13:34.636>executed <00:13:34.638>within

00:13:34.639 --> 00:13:36.550 align:start position:0%
<00:13:34.639>and <00:13:34.794>then <00:13:34.950>that <00:13:35.105>is <00:13:35.261>how <00:13:35.416>you <00:13:35.572>executed <00:13:35.727>within <00:13:35.883>the <00:13:36.039>pipeline.

00:13:36.550 --> 00:13:36.560 align:start position:0%
<00:13:36.550>the <00:13:36.559>pipeline.

00:13:36.560 --> 00:13:42.024 align:start position:0%
<00:13:36.560>the <00:13:36.793>pipeline. <00:13:37.026>And <00:13:37.260>before <00:13:37.493>I <00:13:37.726>move <00:13:37.959>on,

00:13:42.034 --> 00:13:43.269 align:start position:0%
<00:13:42.034>[snorts] <00:13:42.219>I'm <00:13:42.404>not <00:13:42.589>going <00:13:42.775>to <00:13:42.960>execute <00:13:43.145>the

00:13:43.269 --> 00:13:43.279 align:start position:0%
<00:13:43.269>[snorts] <00:13:43.270>I'm <00:13:43.272>not <00:13:43.273>going <00:13:43.275>to <00:13:43.276>execute <00:13:43.278>the

00:13:43.279 --> 00:13:46.310 align:start position:0%
<00:13:43.279>[snorts] <00:13:43.366>I'm <00:13:43.454>not <00:13:43.541>going <00:13:43.629>to <00:13:43.716>execute <00:13:43.804>the <00:13:43.891>code <00:13:43.979>per <00:13:44.066>se. <00:13:44.154>I <00:13:44.241>made <00:13:44.329>a <00:13:44.416>sort <00:13:44.504>of <00:13:44.591>demo <00:13:44.679>that

00:13:46.310 --> 00:13:46.320 align:start position:0%
<00:13:46.310>code <00:13:46.310>per <00:13:46.312>se. <00:13:46.313>I <00:13:46.314>made <00:13:46.315>a <00:13:46.316>sort <00:13:46.317>of <00:13:46.318>demo <00:13:46.319>that

00:13:46.320 --> 00:13:49.190 align:start position:0%
<00:13:46.320>code <00:13:46.393>per <00:13:46.467>se. <00:13:46.541>I <00:13:46.614>made <00:13:46.688>a <00:13:46.762>sort <00:13:46.835>of <00:13:46.909>demo <00:13:46.983>that <00:13:47.056>does <00:13:47.130>allow <00:13:47.204>us <00:13:47.277>to <00:13:47.351>see <00:13:47.425>how <00:13:47.498>it <00:13:47.572>would <00:13:47.646>be <00:13:47.720>to

00:13:49.190 --> 00:13:49.200 align:start position:0%
<00:13:49.190>does <00:13:49.191>allow <00:13:49.192>us <00:13:49.193>to <00:13:49.194>see <00:13:49.195>how <00:13:49.196>it <00:13:49.197>would <00:13:49.198>be <00:13:49.199>to

00:13:49.200 --> 00:13:52.629 align:start position:0%
<00:13:49.200>does <00:13:49.287>allow <00:13:49.375>us <00:13:49.462>to <00:13:49.550>see <00:13:49.637>how <00:13:49.725>it <00:13:49.812>would <00:13:49.900>be <00:13:49.987>to <00:13:50.075>execute <00:13:50.162>the <00:13:50.250>code. <00:13:50.337>The <00:13:50.425>reason <00:13:50.512>being <00:13:50.600>uh

00:13:52.629 --> 00:13:52.639 align:start position:0%
<00:13:52.629>execute <00:13:52.630>the <00:13:52.632>code. <00:13:52.633>The <00:13:52.635>reason <00:13:52.636>being <00:13:52.638>uh

00:13:52.639 --> 00:13:54.550 align:start position:0%
<00:13:52.639>execute <00:13:52.746>the <00:13:52.854>code. <00:13:52.962>The <00:13:53.069>reason <00:13:53.177>being <00:13:53.285>uh <00:13:53.392>you <00:13:53.500>cannot <00:13:53.608>see <00:13:53.715>the <00:13:53.823>mouse <00:13:53.931>moving <00:13:54.039>with

00:13:54.550 --> 00:13:54.560 align:start position:0%
<00:13:54.550>you <00:13:54.551>cannot <00:13:54.553>see <00:13:54.554>the <00:13:54.555>mouse <00:13:54.557>moving <00:13:54.559>with

00:13:54.560 --> 00:13:57.750 align:start position:0%
<00:13:54.560>you <00:13:54.667>cannot <00:13:54.775>see <00:13:54.883>the <00:13:54.990>mouse <00:13:55.098>moving <00:13:55.206>with <00:13:55.313>playright <00:13:55.421>as <00:13:55.529>it <00:13:55.636>executes. <00:13:55.744>So <00:13:55.852>we <00:13:55.959>are

00:13:57.750 --> 00:13:57.760 align:start position:0%
<00:13:57.750>playright <00:13:57.751>as <00:13:57.753>it <00:13:57.754>executes. <00:13:57.756>So <00:13:57.757>we <00:13:57.759>are

00:13:57.760 --> 00:14:01.030 align:start position:0%
<00:13:57.760>playright <00:13:57.853>as <00:13:57.946>it <00:13:58.040>executes. <00:13:58.133>So <00:13:58.226>we <00:13:58.319>are <00:13:58.413>first <00:13:58.506>going <00:13:58.600>to <00:13:58.693>sort <00:13:58.786>of <00:13:58.880>look <00:13:58.973>at <00:13:59.066>how <00:13:59.160>a

00:14:01.030 --> 00:14:01.040 align:start position:0%
<00:14:01.030>first <00:14:01.031>going <00:14:01.032>to <00:14:01.033>sort <00:14:01.034>of <00:14:01.035>look <00:14:01.036>at <00:14:01.037>how <00:14:01.039>a

00:14:01.040 --> 00:14:02.550 align:start position:0%
<00:14:01.040>first <00:14:01.190>going <00:14:01.342>to <00:14:01.492>sort <00:14:01.644>of <00:14:01.795>look <00:14:01.945>at <00:14:02.097>how <00:14:02.247>a <00:14:02.399>traditional

00:14:02.550 --> 00:14:02.560 align:start position:0%
traditional

00:14:02.560 --> 00:14:04.310 align:start position:0%
<00:14:02.560>traditional <00:14:02.734>process <00:14:02.910>would <00:14:03.084>run <00:14:03.260>this <00:14:03.435>right <00:14:03.609>we <00:14:03.785>see <00:14:03.959>we

00:14:04.310 --> 00:14:04.320 align:start position:0%
<00:14:04.310>process <00:14:04.311>would <00:14:04.312>run <00:14:04.313>this <00:14:04.315>right <00:14:04.316>we <00:14:04.317>see <00:14:04.319>we

00:14:04.320 --> 00:14:07.590 align:start position:0%
<00:14:04.320>process <00:14:04.413>would <00:14:04.506>run <00:14:04.600>this <00:14:04.693>right <00:14:04.786>we <00:14:04.880>see <00:14:04.973>we <00:14:05.066>have <00:14:05.160>a <00:14:05.253>selector <00:14:05.346>that <00:14:05.440>it <00:14:05.533>looks <00:14:05.626>for <00:14:05.720>a

00:14:07.590 --> 00:14:07.600 align:start position:0%
<00:14:07.590>have <00:14:07.591>a <00:14:07.592>selector <00:14:07.593>that <00:14:07.595>it <00:14:07.596>looks <00:14:07.597>for <00:14:07.599>a

00:14:07.600 --> 00:14:09.750 align:start position:0%
<00:14:07.600>have <00:14:07.700>a <00:14:07.800>selector <00:14:07.900>that <00:14:08.000>it <00:14:08.100>looks <00:14:08.200>for <00:14:08.300>a <00:14:08.400>specific <00:14:08.500>class <00:14:08.600>and <00:14:08.700>all <00:14:08.800>the <00:14:08.900>buttons <00:14:09.000>have

00:14:09.750 --> 00:14:09.760 align:start position:0%
<00:14:09.750>specific <00:14:09.751>class <00:14:09.753>and <00:14:09.754>all <00:14:09.756>the <00:14:09.757>buttons <00:14:09.759>have

00:14:09.760 --> 00:14:12.790 align:start position:0%
<00:14:09.760>specific <00:14:09.867>class <00:14:09.975>and <00:14:10.083>all <00:14:10.190>the <00:14:10.298>buttons <00:14:10.406>have <00:14:10.513>specific <00:14:10.621>classes. <00:14:10.729>Okay. <00:14:10.836>and <00:14:10.944>it <00:14:11.052>tries <00:14:11.160>to

00:14:12.790 --> 00:14:12.800 align:start position:0%
<00:14:12.790>specific <00:14:12.791>classes. <00:14:12.793>Okay. <00:14:12.794>and <00:14:12.795>it <00:14:12.797>tries <00:14:12.799>to

00:14:12.800 --> 00:14:15.750 align:start position:0%
<00:14:12.800>specific <00:14:12.900>classes. <00:14:13.000>Okay. <00:14:13.099>and <00:14:13.199>it <00:14:13.300>tries <00:14:13.400>to <00:14:13.500>click <00:14:13.599>that. <00:14:13.699>Then <00:14:13.800>it <00:14:13.900>looks <00:14:14.000>for <00:14:14.099>like <00:14:14.199>a

00:14:15.750 --> 00:14:15.760 align:start position:0%
<00:14:15.750>click <00:14:15.751>that. <00:14:15.752>Then <00:14:15.753>it <00:14:15.755>looks <00:14:15.756>for <00:14:15.757>like <00:14:15.759>a

00:14:15.760 --> 00:14:18.150 align:start position:0%
<00:14:15.760>click <00:14:15.860>that. <00:14:15.960>Then <00:14:16.060>it <00:14:16.160>looks <00:14:16.260>for <00:14:16.360>like <00:14:16.460>a <00:14:16.560>specific <00:14:16.660>row <00:14:16.760>with <00:14:16.860>a <00:14:16.960>specific <00:14:17.060>name <00:14:17.160>and

00:14:18.150 --> 00:14:18.160 align:start position:0%
<00:14:18.150>specific <00:14:18.151>row <00:14:18.153>with <00:14:18.154>a <00:14:18.156>specific <00:14:18.157>name <00:14:18.159>and

00:14:18.160 --> 00:14:20.870 align:start position:0%
<00:14:18.160>specific <00:14:18.260>row <00:14:18.360>with <00:14:18.459>a <00:14:18.560>specific <00:14:18.660>name <00:14:18.760>and <00:14:18.860>then <00:14:18.959>tries <00:14:19.060>to <00:14:19.160>read <00:14:19.260>this <00:14:19.360>text <00:14:19.459>here <00:14:19.560>the

00:14:20.870 --> 00:14:20.880 align:start position:0%
<00:14:20.870>then <00:14:20.871>tries <00:14:20.872>to <00:14:20.873>read <00:14:20.875>this <00:14:20.876>text <00:14:20.877>here <00:14:20.879>the

00:14:20.880 --> 00:14:23.750 align:start position:0%
<00:14:20.880>then <00:14:20.980>tries <00:14:21.080>to <00:14:21.180>read <00:14:21.280>this <00:14:21.380>text <00:14:21.480>here <00:14:21.580>the <00:14:21.680>can <00:14:21.780>on <00:14:21.880>the <00:14:21.980>canvas <00:14:22.080>renderer <00:14:22.180>which <00:14:22.280>cannot

00:14:23.750 --> 00:14:23.760 align:start position:0%
<00:14:23.750>can <00:14:23.751>on <00:14:23.753>the <00:14:23.754>canvas <00:14:23.756>renderer <00:14:23.757>which <00:14:23.759>cannot

00:14:23.760 --> 00:14:27.670 align:start position:0%
<00:14:23.760>can <00:14:23.860>on <00:14:23.960>the <00:14:24.060>canvas <00:14:24.160>renderer <00:14:24.260>which <00:14:24.360>cannot <00:14:24.460>be <00:14:24.560>read <00:14:24.660>because <00:14:24.760>it's <00:14:24.860>an <00:14:24.960>image. <00:14:25.060>Okay. <00:14:25.160>So

00:14:27.670 --> 00:14:27.680 align:start position:0%
<00:14:27.670>be <00:14:27.671>read <00:14:27.672>because <00:14:27.673>it's <00:14:27.675>an <00:14:27.676>image. <00:14:27.677>Okay. <00:14:27.679>So

00:14:27.680 --> 00:14:29.829 align:start position:0%
<00:14:27.680>be <00:14:27.787>read <00:14:27.895>because <00:14:28.003>it's <00:14:28.110>an <00:14:28.218>image. <00:14:28.326>Okay. <00:14:28.433>So <00:14:28.541>everything <00:14:28.649>passed <00:14:28.756>more <00:14:28.864>or <00:14:28.972>less <00:14:29.079>except

00:14:29.829 --> 00:14:29.839 align:start position:0%
<00:14:29.829>everything <00:14:29.830>passed <00:14:29.832>more <00:14:29.834>or <00:14:29.836>less <00:14:29.838>except

00:14:29.839 --> 00:14:32.310 align:start position:0%
<00:14:29.839>everything <00:14:29.946>passed <00:14:30.054>more <00:14:30.162>or <00:14:30.269>less <00:14:30.377>except <00:14:30.485>for <00:14:30.592>the <00:14:30.700>canvas <00:14:30.808>answer <00:14:30.915>since <00:14:31.023>an <00:14:31.131>image <00:14:31.238>it

00:14:32.310 --> 00:14:32.320 align:start position:0%
<00:14:32.310>for <00:14:32.311>the <00:14:32.312>canvas <00:14:32.313>answer <00:14:32.315>since <00:14:32.316>an <00:14:32.317>image <00:14:32.319>it

00:14:32.320 --> 00:14:34.870 align:start position:0%
<00:14:32.320>for <00:14:32.413>the <00:14:32.506>canvas <00:14:32.600>answer <00:14:32.693>since <00:14:32.786>an <00:14:32.880>image <00:14:32.973>it <00:14:33.066>cannot <00:14:33.160>read <00:14:33.253>the <00:14:33.346>value <00:14:33.440>there. <00:14:33.533>Now <00:14:33.626>we <00:14:33.720>are

00:14:34.870 --> 00:14:34.880 align:start position:0%
<00:14:34.870>cannot <00:14:34.871>read <00:14:34.872>the <00:14:34.873>value <00:14:34.875>there. <00:14:34.876>Now <00:14:34.877>we <00:14:34.879>are

00:14:34.880 --> 00:14:37.990 align:start position:0%
<00:14:34.880>cannot <00:14:34.967>read <00:14:35.055>the <00:14:35.142>value <00:14:35.230>there. <00:14:35.317>Now <00:14:35.405>we <00:14:35.492>are <00:14:35.580>going <00:14:35.667>to <00:14:35.755>run <00:14:35.842>the <00:14:35.930>sky <00:14:36.017>agent <00:14:36.105>and <00:14:36.192>what <00:14:36.280>it

00:14:37.990 --> 00:14:38.000 align:start position:0%
<00:14:37.990>going <00:14:37.991>to <00:14:37.992>run <00:14:37.993>the <00:14:37.994>sky <00:14:37.995>agent <00:14:37.996>and <00:14:37.997>what <00:14:37.999>it

00:14:38.000 --> 00:14:40.310 align:start position:0%
<00:14:38.000>going <00:14:38.093>to <00:14:38.186>run <00:14:38.280>the <00:14:38.373>sky <00:14:38.466>agent <00:14:38.560>and <00:14:38.653>what <00:14:38.746>it <00:14:38.840>actually <00:14:38.933>does <00:14:39.026>is <00:14:39.120>based <00:14:39.213>on <00:14:39.306>a <00:14:39.400>natural

00:14:40.310 --> 00:14:40.320 align:start position:0%
<00:14:40.310>actually <00:14:40.311>does <00:14:40.313>is <00:14:40.314>based <00:14:40.316>on <00:14:40.317>a <00:14:40.319>natural

00:14:40.320 --> 00:14:42.069 align:start position:0%
<00:14:40.320>actually <00:14:40.460>does <00:14:40.600>is <00:14:40.740>based <00:14:40.880>on <00:14:41.020>a <00:14:41.160>natural <00:14:41.300>language <00:14:41.440>description <00:14:41.580>it <00:14:41.720>clicks

00:14:42.069 --> 00:14:42.079 align:start position:0%
<00:14:42.069>language <00:14:42.072>description <00:14:42.074>it <00:14:42.078>clicks

00:14:42.079 --> 00:14:45.430 align:start position:0%
<00:14:42.079>language <00:14:42.234>description <00:14:42.390>it <00:14:42.545>clicks <00:14:42.701>everything. <00:14:42.856>So <00:14:43.012>everything <00:14:43.167>will <00:14:43.323>go <00:14:43.478>well

00:14:45.430 --> 00:14:45.440 align:start position:0%
<00:14:45.430>everything. <00:14:45.431>So <00:14:45.433>everything <00:14:45.435>will <00:14:45.437>go <00:14:45.439>well

00:14:45.440 --> 00:14:47.509 align:start position:0%
<00:14:45.440>everything. <00:14:45.547>So <00:14:45.655>everything <00:14:45.763>will <00:14:45.870>go <00:14:45.978>well <00:14:46.086>but <00:14:46.193>in <00:14:46.301>addition <00:14:46.409>to <00:14:46.516>what <00:14:46.624>we <00:14:46.732>could <00:14:46.840>do

00:14:47.509 --> 00:14:47.519 align:start position:0%
<00:14:47.509>but <00:14:47.510>in <00:14:47.511>addition <00:14:47.512>to <00:14:47.514>what <00:14:47.515>we <00:14:47.516>could <00:14:47.518>do

00:14:47.519 --> 00:14:52.230 align:start position:0%
<00:14:47.519>but <00:14:47.606>in <00:14:47.694>addition <00:14:47.781>to <00:14:47.869>what <00:14:47.956>we <00:14:48.044>could <00:14:48.131>do <00:14:48.219>before <00:14:48.306>now <00:14:48.394>it <00:14:48.481>has <00:14:48.569>a <00:14:48.656>VLM <00:14:48.744>that <00:14:48.831>means <00:14:48.919>it

00:14:52.230 --> 00:14:52.240 align:start position:0%
<00:14:52.230>before <00:14:52.231>now <00:14:52.232>it <00:14:52.233>has <00:14:52.234>a <00:14:52.235>VLM <00:14:52.236>that <00:14:52.237>means <00:14:52.239>it

00:14:52.240 --> 00:14:55.189 align:start position:0%
<00:14:52.240>before <00:14:52.327>now <00:14:52.415>it <00:14:52.502>has <00:14:52.590>a <00:14:52.677>VLM <00:14:52.765>that <00:14:52.852>means <00:14:52.940>it <00:14:53.027>can <00:14:53.115>understand <00:14:53.202>what <00:14:53.290>is <00:14:53.377>in <00:14:53.465>images <00:14:53.552>and <00:14:53.640>all

00:14:55.189 --> 00:14:55.199 align:start position:0%
<00:14:55.189>can <00:14:55.190>understand <00:14:55.191>what <00:14:55.192>is <00:14:55.194>in <00:14:55.195>images <00:14:55.196>and <00:14:55.198>all

00:14:55.199 --> 00:14:57.430 align:start position:0%
<00:14:55.199>can <00:14:55.292>understand <00:14:55.385>what <00:14:55.478>is <00:14:55.572>in <00:14:55.665>images <00:14:55.758>and <00:14:55.852>all <00:14:55.945>of <00:14:56.039>a <00:14:56.132>sudden <00:14:56.225>it's <00:14:56.319>much <00:14:56.412>easier <00:14:56.505>to <00:14:56.598>test

00:14:57.430 --> 00:14:57.440 align:start position:0%
<00:14:57.430>of <00:14:57.431>a <00:14:57.432>sudden <00:14:57.433>it's <00:14:57.435>much <00:14:57.436>easier <00:14:57.437>to <00:14:57.439>test

00:14:57.440 --> 00:14:58.870 align:start position:0%
<00:14:57.440>of <00:14:57.525>a <00:14:57.611>sudden <00:14:57.697>it's <00:14:57.783>much <00:14:57.869>easier <00:14:57.954>to <00:14:58.040>test <00:14:58.126>images. <00:14:58.212>I <00:14:58.298>mean, <00:14:58.383>of <00:14:58.469>course, <00:14:58.555>you <00:14:58.641>could <00:14:58.727>do

00:14:58.870 --> 00:14:58.880 align:start position:0%
<00:14:58.870>images. <00:14:58.871>I <00:14:58.872>mean, <00:14:58.873>of <00:14:58.875>course, <00:14:58.876>you <00:14:58.877>could <00:14:58.879>do

00:14:58.880 --> 00:15:01.750 align:start position:0%
<00:14:58.880>images. <00:14:58.967>I <00:14:59.055>mean, <00:14:59.142>of <00:14:59.230>course, <00:14:59.317>you <00:14:59.405>could <00:14:59.492>do <00:14:59.580>it <00:14:59.667>before, <00:14:59.755>right? <00:14:59.842>But <00:14:59.930>it <00:15:00.017>was <00:15:00.105>a <00:15:00.192>hassle <00:15:00.280>if

00:15:01.750 --> 00:15:01.760 align:start position:0%
<00:15:01.750>it <00:15:01.751>before, <00:15:01.752>right? <00:15:01.753>But <00:15:01.754>it <00:15:01.755>was <00:15:01.756>a <00:15:01.757>hassle <00:15:01.759>if

00:15:01.760 --> 00:15:03.430 align:start position:0%
<00:15:01.760>it <00:15:01.853>before, <00:15:01.946>right? <00:15:02.040>But <00:15:02.133>it <00:15:02.226>was <00:15:02.319>a <00:15:02.413>hassle <00:15:02.506>if <00:15:02.600>you <00:15:02.693>wanted <00:15:02.786>to <00:15:02.880>check <00:15:02.973>exactly <00:15:03.066>what <00:15:03.160>is

00:15:03.430 --> 00:15:03.440 align:start position:0%
<00:15:03.430>you <00:15:03.431>wanted <00:15:03.433>to <00:15:03.434>check <00:15:03.436>exactly <00:15:03.437>what <00:15:03.439>is

00:15:03.440 --> 00:15:04.870 align:start position:0%
<00:15:03.440>you <00:15:03.531>wanted <00:15:03.623>to <00:15:03.715>check <00:15:03.807>exactly <00:15:03.899>what <00:15:03.991>is <00:15:04.083>there. <00:15:04.175>And <00:15:04.267>now <00:15:04.359>we're <00:15:04.451>going <00:15:04.543>to <00:15:04.635>do <00:15:04.727>the

00:15:04.870 --> 00:15:04.880 align:start position:0%
<00:15:04.870>there. <00:15:04.871>And <00:15:04.872>now <00:15:04.873>we're <00:15:04.875>going <00:15:04.876>to <00:15:04.877>do <00:15:04.879>the

00:15:04.880 --> 00:15:07.990 align:start position:0%
<00:15:04.880>there. <00:15:04.996>And <00:15:05.113>now <00:15:05.230>we're <00:15:05.346>going <00:15:05.463>to <00:15:05.580>do <00:15:05.696>the <00:15:05.813>following <00:15:05.930>thing. <00:15:06.046>We're <00:15:06.163>changing <00:15:06.280>stuff.

00:15:07.990 --> 00:15:08.000 align:start position:0%
<00:15:07.990>following <00:15:07.992>thing. <00:15:07.994>We're <00:15:07.996>changing <00:15:07.999>stuff.

00:15:08.000 --> 00:15:09.990 align:start position:0%
<00:15:08.000>following <00:15:08.140>thing. <00:15:08.280>We're <00:15:08.420>changing <00:15:08.560>stuff. <00:15:08.700>So, <00:15:08.840>we've <00:15:08.980>now <00:15:09.120>changed <00:15:09.260>names, <00:15:09.400>we've

00:15:09.990 --> 00:15:10.000 align:start position:0%
<00:15:09.990>So, <00:15:09.991>we've <00:15:09.993>now <00:15:09.995>changed <00:15:09.997>names, <00:15:09.999>we've

00:15:10.000 --> 00:15:13.269 align:start position:0%
<00:15:10.000>So, <00:15:10.140>we've <00:15:10.280>now <00:15:10.420>changed <00:15:10.560>names, <00:15:10.700>we've <00:15:10.840>changed <00:15:10.980>colors, <00:15:11.120>we've <00:15:11.260>changed <00:15:11.400>classes

00:15:13.269 --> 00:15:13.279 align:start position:0%
<00:15:13.269>changed <00:15:13.271>colors, <00:15:13.273>we've <00:15:13.275>changed <00:15:13.278>classes

00:15:13.279 --> 00:15:17.750 align:start position:0%
<00:15:13.279>changed <00:15:13.395>colors, <00:15:13.512>we've <00:15:13.629>changed <00:15:13.745>classes <00:15:13.862>here. <00:15:13.979>And <00:15:14.095>if <00:15:14.212>we <00:15:14.329>run <00:15:14.445>the <00:15:14.562>traditional <00:15:14.679>test

00:15:17.750 --> 00:15:17.760 align:start position:0%
<00:15:17.750>here. <00:15:17.751>And <00:15:17.752>if <00:15:17.753>we <00:15:17.755>run <00:15:17.756>the <00:15:17.757>traditional <00:15:17.759>test

00:15:17.760 --> 00:15:20.069 align:start position:0%
<00:15:17.760>here. <00:15:17.935>And <00:15:18.110>if <00:15:18.285>we <00:15:18.460>run <00:15:18.635>the <00:15:18.810>traditional <00:15:18.985>test <00:15:19.160>again,

00:15:20.069 --> 00:15:20.079 align:start position:0%
again,

00:15:20.079 --> 00:15:22.870 align:start position:0%
<00:15:20.079>again, <00:15:20.253>well, <00:15:20.429>of <00:15:20.603>course, <00:15:20.779>it <00:15:20.954>cannot <00:15:21.128>click <00:15:21.304>it. <00:15:21.478>I

00:15:22.870 --> 00:15:22.880 align:start position:0%
<00:15:22.870>well, <00:15:22.871>of <00:15:22.872>course, <00:15:22.873>it <00:15:22.875>cannot <00:15:22.876>click <00:15:22.877>it. <00:15:22.879>I

00:15:22.880 --> 00:15:24.790 align:start position:0%
<00:15:22.880>well, <00:15:22.967>of <00:15:23.055>course, <00:15:23.142>it <00:15:23.230>cannot <00:15:23.317>click <00:15:23.405>it. <00:15:23.492>I <00:15:23.580>put <00:15:23.667>the <00:15:23.755>mouse <00:15:23.842>there <00:15:23.930>in <00:15:24.017>the <00:15:24.105>demo <00:15:24.192>just <00:15:24.280>so

00:15:24.790 --> 00:15:24.800 align:start position:0%
<00:15:24.790>put <00:15:24.791>the <00:15:24.792>mouse <00:15:24.793>there <00:15:24.794>in <00:15:24.795>the <00:15:24.796>demo <00:15:24.797>just <00:15:24.799>so

00:15:24.800 --> 00:15:26.150 align:start position:0%
<00:15:24.800>put <00:15:24.875>the <00:15:24.951>mouse <00:15:25.027>there <00:15:25.103>in <00:15:25.179>the <00:15:25.255>demo <00:15:25.331>just <00:15:25.407>so <00:15:25.483>we <00:15:25.559>can <00:15:25.635>see <00:15:25.711>that <00:15:25.787>that's <00:15:25.863>what <00:15:25.939>I'm <00:15:26.015>trying

00:15:26.150 --> 00:15:26.160 align:start position:0%
<00:15:26.150>we <00:15:26.151>can <00:15:26.152>see <00:15:26.153>that <00:15:26.155>that's <00:15:26.156>what <00:15:26.157>I'm <00:15:26.159>trying

00:15:26.160 --> 00:15:26.825 align:start position:0%
<00:15:26.160>we <00:15:26.226>can <00:15:26.293>see <00:15:26.359>that <00:15:26.426>that's <00:15:26.492>what <00:15:26.559>I'm <00:15:26.625>trying <00:15:26.692>to <00:15:26.758>do.

00:15:26.825 --> 00:15:26.835 align:start position:0%
<00:15:26.825>to <00:15:26.834>do.

00:15:26.835 --> 00:15:26.949 align:start position:0%
<00:15:26.835>to <00:15:26.869>do. <00:15:26.903>&gt;&gt; <00:15:26.937>[snorts]

00:15:26.949 --> 00:15:26.959 align:start position:0%
<00:15:26.949>&gt;&gt; <00:15:26.958>[snorts]

00:15:26.959 --> 00:15:28.870 align:start position:0%
<00:15:26.959>&gt;&gt; <00:15:27.159>[snorts] <00:15:27.358>&gt;&gt; <00:15:27.559>but <00:15:27.758>fundamentally <00:15:27.959>cannot <00:15:28.159>recognize <00:15:28.358>it.

00:15:28.870 --> 00:15:28.880 align:start position:0%
<00:15:28.870>&gt;&gt; <00:15:28.871>but <00:15:28.873>fundamentally <00:15:28.875>cannot <00:15:28.877>recognize <00:15:28.879>it.

00:15:28.880 --> 00:15:31.829 align:start position:0%
<00:15:28.880>&gt;&gt; <00:15:28.996>but <00:15:29.113>fundamentally <00:15:29.230>cannot <00:15:29.346>recognize <00:15:29.463>it. <00:15:29.580>So <00:15:29.696>it <00:15:29.813>stops <00:15:29.930>at <00:15:30.046>the <00:15:30.163>first <00:15:30.280>step.

00:15:31.829 --> 00:15:31.839 align:start position:0%
<00:15:31.829>So <00:15:31.830>it <00:15:31.832>stops <00:15:31.833>at <00:15:31.834>the <00:15:31.836>first <00:15:31.838>step.

00:15:31.839 --> 00:15:35.350 align:start position:0%
<00:15:31.839>So <00:15:31.939>it <00:15:32.039>stops <00:15:32.138>at <00:15:32.238>the <00:15:32.339>first <00:15:32.439>step. <00:15:32.539>If <00:15:32.638>we <00:15:32.738>run <00:15:32.839>the <00:15:32.939>sky <00:15:33.039>agent <00:15:33.138>because <00:15:33.238>we've

00:15:35.350 --> 00:15:35.360 align:start position:0%
<00:15:35.350>If <00:15:35.351>we <00:15:35.352>run <00:15:35.353>the <00:15:35.355>sky <00:15:35.356>agent <00:15:35.357>because <00:15:35.359>we've

00:15:35.360 --> 00:15:38.470 align:start position:0%
<00:15:35.360>If <00:15:35.460>we <00:15:35.560>run <00:15:35.660>the <00:15:35.760>sky <00:15:35.860>agent <00:15:35.960>because <00:15:36.060>we've <00:15:36.160>said <00:15:36.260>well <00:15:36.360>I'm <00:15:36.460>expecting <00:15:36.560>on <00:15:36.660>the <00:15:36.760>side

00:15:38.470 --> 00:15:38.480 align:start position:0%
<00:15:38.470>said <00:15:38.471>well <00:15:38.473>I'm <00:15:38.474>expecting <00:15:38.476>on <00:15:38.477>the <00:15:38.479>side

00:15:38.480 --> 00:15:41.350 align:start position:0%
<00:15:38.480>said <00:15:38.580>well <00:15:38.680>I'm <00:15:38.780>expecting <00:15:38.880>on <00:15:38.980>the <00:15:39.080>side <00:15:39.180>panel <00:15:39.280>to <00:15:39.380>have <00:15:39.480>a <00:15:39.580>button <00:15:39.680>and <00:15:39.780>well <00:15:39.880>I'm

00:15:41.350 --> 00:15:41.360 align:start position:0%
<00:15:41.350>panel <00:15:41.351>to <00:15:41.352>have <00:15:41.353>a <00:15:41.355>button <00:15:41.356>and <00:15:41.357>well <00:15:41.359>I'm

00:15:41.360 --> 00:15:43.110 align:start position:0%
<00:15:41.360>panel <00:15:41.447>to <00:15:41.535>have <00:15:41.622>a <00:15:41.710>button <00:15:41.797>and <00:15:41.885>well <00:15:41.972>I'm <00:15:42.060>setting <00:15:42.147>to <00:15:42.235>be <00:15:42.322>red <00:15:42.410>but <00:15:42.497>doesn't <00:15:42.585>have <00:15:42.672>to <00:15:42.760>be

00:15:43.110 --> 00:15:43.120 align:start position:0%
<00:15:43.110>setting <00:15:43.111>to <00:15:43.112>be <00:15:43.113>red <00:15:43.114>but <00:15:43.115>doesn't <00:15:43.116>have <00:15:43.117>to <00:15:43.119>be

00:15:43.120 --> 00:15:45.269 align:start position:0%
<00:15:43.120>setting <00:15:43.207>to <00:15:43.295>be <00:15:43.382>red <00:15:43.470>but <00:15:43.557>doesn't <00:15:43.645>have <00:15:43.732>to <00:15:43.820>be <00:15:43.907>red. <00:15:43.995>So <00:15:44.082>make <00:15:44.170>sure <00:15:44.257>it's <00:15:44.345>the <00:15:44.432>first <00:15:44.520>button

00:15:45.269 --> 00:15:45.279 align:start position:0%
<00:15:45.269>red. <00:15:45.270>So <00:15:45.271>make <00:15:45.272>sure <00:15:45.274>it's <00:15:45.275>the <00:15:45.276>first <00:15:45.278>button

00:15:45.279 --> 00:15:47.590 align:start position:0%
<00:15:45.279>red. <00:15:45.366>So <00:15:45.454>make <00:15:45.541>sure <00:15:45.629>it's <00:15:45.716>the <00:15:45.804>first <00:15:45.891>button <00:15:45.979>there. <00:15:46.066>It <00:15:46.154>will <00:15:46.241>go <00:15:46.329>and <00:15:46.416>it <00:15:46.504>will <00:15:46.591>find <00:15:46.679>the

00:15:47.590 --> 00:15:47.600 align:start position:0%
<00:15:47.590>there. <00:15:47.591>It <00:15:47.592>will <00:15:47.593>go <00:15:47.594>and <00:15:47.595>it <00:15:47.596>will <00:15:47.597>find <00:15:47.599>the

00:15:47.600 --> 00:15:49.110 align:start position:0%
<00:15:47.600>there. <00:15:47.690>It <00:15:47.781>will <00:15:47.871>go <00:15:47.962>and <00:15:48.053>it <00:15:48.143>will <00:15:48.234>find <00:15:48.324>the <00:15:48.415>first <00:15:48.506>button <00:15:48.596>even <00:15:48.687>though <00:15:48.777>it's <00:15:48.868>not <00:15:48.959>red

00:15:49.110 --> 00:15:49.120 align:start position:0%
<00:15:49.110>first <00:15:49.111>button <00:15:49.113>even <00:15:49.114>though <00:15:49.116>it's <00:15:49.117>not <00:15:49.119>red

00:15:49.120 --> 00:15:51.110 align:start position:0%
<00:15:49.120>first <00:15:49.227>button <00:15:49.335>even <00:15:49.443>though <00:15:49.550>it's <00:15:49.658>not <00:15:49.766>red <00:15:49.873>anymore. <00:15:49.981>Even <00:15:50.089>it <00:15:50.196>hasn't <00:15:50.304>doesn't <00:15:50.412>have <00:15:50.520>the

00:15:51.110 --> 00:15:51.120 align:start position:0%
<00:15:51.110>anymore. <00:15:51.111>Even <00:15:51.113>it <00:15:51.114>hasn't <00:15:51.116>doesn't <00:15:51.117>have <00:15:51.119>the

00:15:51.120 --> 00:15:53.670 align:start position:0%
<00:15:51.120>anymore. <00:15:51.227>Even <00:15:51.335>it <00:15:51.443>hasn't <00:15:51.550>doesn't <00:15:51.658>have <00:15:51.766>the <00:15:51.873>same <00:15:51.981>class <00:15:52.089>anymore. <00:15:52.196>And <00:15:52.304>even <00:15:52.412>though <00:15:52.520>it

00:15:53.670 --> 00:15:53.680 align:start position:0%
<00:15:53.670>same <00:15:53.671>class <00:15:53.673>anymore. <00:15:53.674>And <00:15:53.675>even <00:15:53.677>though <00:15:53.679>it

00:15:53.680 --> 00:15:57.430 align:start position:0%
<00:15:53.680>same <00:15:53.773>class <00:15:53.866>anymore. <00:15:53.959>And <00:15:54.053>even <00:15:54.146>though <00:15:54.239>it <00:15:54.333>also <00:15:54.426>does <00:15:54.520>not <00:15:54.613>have <00:15:54.706>uh <00:15:54.800>the <00:15:54.893>same <00:15:54.986>text <00:15:55.079>in

00:15:57.430 --> 00:15:57.440 align:start position:0%
<00:15:57.430>also <00:15:57.431>does <00:15:57.432>not <00:15:57.433>have <00:15:57.434>uh <00:15:57.435>the <00:15:57.436>same <00:15:57.437>text <00:15:57.439>in

00:15:57.440 --> 00:15:59.269 align:start position:0%
<00:15:57.440>also <00:15:57.580>does <00:15:57.720>not <00:15:57.860>have <00:15:58.000>uh <00:15:58.140>the <00:15:58.280>same <00:15:58.420>text <00:15:58.560>in <00:15:58.700>it <00:15:58.840>anymore.

00:15:59.269 --> 00:15:59.279 align:start position:0%
<00:15:59.269>it <00:15:59.278>anymore.

00:15:59.279 --> 00:16:01.590 align:start position:0%
<00:15:59.279>it <00:15:59.395>anymore. <00:15:59.512>And <00:15:59.629>if <00:15:59.745>you <00:15:59.862>want <00:15:59.979>to <00:16:00.095>look <00:16:00.212>sort <00:16:00.329>of <00:16:00.445>at <00:16:00.562>a <00:16:00.679>bit

00:16:01.590 --> 00:16:01.600 align:start position:0%
<00:16:01.590>And <00:16:01.590>if <00:16:01.591>you <00:16:01.592>want <00:16:01.593>to <00:16:01.594>look <00:16:01.595>sort <00:16:01.596>of <00:16:01.597>at <00:16:01.598>a <00:16:01.599>bit

00:16:01.600 --> 00:16:03.430 align:start position:0%
<00:16:01.600>And <00:16:01.682>if <00:16:01.764>you <00:16:01.847>want <00:16:01.929>to <00:16:02.011>look <00:16:02.094>sort <00:16:02.176>of <00:16:02.258>at <00:16:02.341>a <00:16:02.423>bit <00:16:02.505>at <00:16:02.588>the <00:16:02.670>structure <00:16:02.752>of <00:16:02.835>the <00:16:02.917>code, <00:16:03.000>right?

00:16:03.430 --> 00:16:03.440 align:start position:0%
<00:16:03.430>at <00:16:03.431>the <00:16:03.433>structure <00:16:03.434>of <00:16:03.436>the <00:16:03.437>code, <00:16:03.439>right?

00:16:03.440 --> 00:16:05.350 align:start position:0%
<00:16:03.440>at <00:16:03.547>the <00:16:03.655>structure <00:16:03.763>of <00:16:03.870>the <00:16:03.978>code, <00:16:04.086>right? <00:16:04.193>This <00:16:04.301>would <00:16:04.409>be <00:16:04.516>how <00:16:04.624>it <00:16:04.732>would <00:16:04.840>basically

00:16:05.350 --> 00:16:05.360 align:start position:0%
<00:16:05.350>This <00:16:05.351>would <00:16:05.353>be <00:16:05.354>how <00:16:05.356>it <00:16:05.357>would <00:16:05.359>basically

00:16:05.360 --> 00:16:07.910 align:start position:0%
<00:16:05.360>This <00:16:05.460>would <00:16:05.560>be <00:16:05.660>how <00:16:05.760>it <00:16:05.860>would <00:16:05.960>basically <00:16:06.060>look <00:16:06.160>in <00:16:06.260>play <00:16:06.360>right <00:16:06.460>with <00:16:06.560>clicking <00:16:06.660>the <00:16:06.760>v

00:16:07.910 --> 00:16:07.920 align:start position:0%
<00:16:07.910>look <00:16:07.911>in <00:16:07.912>play <00:16:07.913>right <00:16:07.915>with <00:16:07.916>clicking <00:16:07.917>the <00:16:07.919>v

00:16:07.920 --> 00:16:09.269 align:start position:0%
<00:16:07.920>look <00:16:08.006>in <00:16:08.093>play <00:16:08.180>right <00:16:08.266>with <00:16:08.353>clicking <00:16:08.440>the <00:16:08.527>v <00:16:08.613>going <00:16:08.700>to <00:16:08.787>the <00:16:08.873>page <00:16:08.960>clicking <00:16:09.047>the <00:16:09.134>v

00:16:09.269 --> 00:16:09.279 align:start position:0%
<00:16:09.269>going <00:16:09.270>to <00:16:09.272>the <00:16:09.273>page <00:16:09.275>clicking <00:16:09.276>the <00:16:09.278>v

00:16:09.279 --> 00:16:12.069 align:start position:0%
<00:16:09.279>going <00:16:09.395>to <00:16:09.512>the <00:16:09.629>page <00:16:09.745>clicking <00:16:09.862>the <00:16:09.979>v <00:16:10.095>selector <00:16:10.212>so <00:16:10.329>on <00:16:10.445>and <00:16:10.562>so <00:16:10.679>forth.

00:16:12.069 --> 00:16:12.079 align:start position:0%
<00:16:12.069>selector <00:16:12.070>so <00:16:12.072>on <00:16:12.074>and <00:16:12.076>so <00:16:12.078>forth.

00:16:12.079 --> 00:16:15.189 align:start position:0%
<00:16:12.079>selector <00:16:12.179>so <00:16:12.279>on <00:16:12.378>and <00:16:12.478>so <00:16:12.579>forth. <00:16:12.679>This <00:16:12.779>is <00:16:12.878>how <00:16:12.978>it <00:16:13.079>would <00:16:13.179>look <00:16:13.279>for <00:16:13.378>the <00:16:13.478>sky

00:16:15.189 --> 00:16:15.199 align:start position:0%
<00:16:15.189>This <00:16:15.190>is <00:16:15.191>how <00:16:15.192>it <00:16:15.193>would <00:16:15.194>look <00:16:15.195>for <00:16:15.196>the <00:16:15.198>sky

00:16:15.199 --> 00:16:16.470 align:start position:0%
<00:16:15.199>This <00:16:15.275>is <00:16:15.351>how <00:16:15.427>it <00:16:15.504>would <00:16:15.580>look <00:16:15.656>for <00:16:15.732>the <00:16:15.809>sky <00:16:15.885>code <00:16:15.961>the <00:16:16.037>one <00:16:16.114>that <00:16:16.190>we <00:16:16.266>are <00:16:16.342>first

00:16:16.470 --> 00:16:16.480 align:start position:0%
<00:16:16.470>code <00:16:16.471>the <00:16:16.473>one <00:16:16.474>that <00:16:16.476>we <00:16:16.477>are <00:16:16.479>first

00:16:16.480 --> 00:16:18.949 align:start position:0%
<00:16:16.480>code <00:16:16.596>the <00:16:16.713>one <00:16:16.830>that <00:16:16.946>we <00:16:17.063>are <00:16:17.180>first <00:16:17.296>executing. <00:16:17.413>So <00:16:17.530>we're <00:16:17.646>defining <00:16:17.763>a <00:16:17.880>workflow.

00:16:18.949 --> 00:16:18.959 align:start position:0%
<00:16:18.949>executing. <00:16:18.950>So <00:16:18.952>we're <00:16:18.954>defining <00:16:18.956>a <00:16:18.958>workflow.

00:16:18.959 --> 00:16:22.310 align:start position:0%
<00:16:18.959>executing. <00:16:19.066>So <00:16:19.174>we're <00:16:19.282>defining <00:16:19.389>a <00:16:19.497>workflow. <00:16:19.605>We're <00:16:19.712>saying <00:16:19.820>well <00:16:19.928>giving <00:16:20.035>it <00:16:20.143>a <00:16:20.251>title <00:16:20.358>some

00:16:22.310 --> 00:16:22.320 align:start position:0%
<00:16:22.310>We're <00:16:22.311>saying <00:16:22.312>well <00:16:22.313>giving <00:16:22.315>it <00:16:22.316>a <00:16:22.317>title <00:16:22.319>some

00:16:22.320 --> 00:16:24.790 align:start position:0%
<00:16:22.320>We're <00:16:22.420>saying <00:16:22.520>well <00:16:22.620>giving <00:16:22.720>it <00:16:22.820>a <00:16:22.920>title <00:16:23.020>some <00:16:23.120>parameters <00:16:23.220>and <00:16:23.320>then <00:16:23.420>you <00:16:23.520>are <00:16:23.620>going <00:16:23.720>to

00:16:24.790 --> 00:16:24.800 align:start position:0%
<00:16:24.790>parameters <00:16:24.791>and <00:16:24.793>then <00:16:24.794>you <00:16:24.795>are <00:16:24.797>going <00:16:24.799>to

00:16:24.800 --> 00:16:28.550 align:start position:0%
<00:16:24.800>parameters <00:16:24.893>and <00:16:24.986>then <00:16:25.079>you <00:16:25.173>are <00:16:25.266>going <00:16:25.359>to <00:16:25.453>navigate <00:16:25.546>you <00:16:25.640>are <00:16:25.733>going <00:16:25.826>to <00:16:25.920>do <00:16:26.013>a <00:16:26.106>task <00:16:26.199>and

00:16:28.550 --> 00:16:28.560 align:start position:0%
<00:16:28.550>navigate <00:16:28.551>you <00:16:28.552>are <00:16:28.553>going <00:16:28.554>to <00:16:28.555>do <00:16:28.556>a <00:16:28.557>task <00:16:28.559>and

00:16:28.560 --> 00:16:31.829 align:start position:0%
<00:16:28.560>navigate <00:16:28.647>you <00:16:28.734>are <00:16:28.822>going <00:16:28.910>to <00:16:28.997>do <00:16:29.084>a <00:16:29.172>task <00:16:29.260>and <00:16:29.347>we <00:16:29.435>the <00:16:29.522>important <00:16:29.609>part <00:16:29.697>is <00:16:29.785>this <00:16:29.872>label <00:16:29.959>here

00:16:31.829 --> 00:16:31.839 align:start position:0%
<00:16:31.829>we <00:16:31.830>the <00:16:31.831>important <00:16:31.832>part <00:16:31.834>is <00:16:31.835>this <00:16:31.836>label <00:16:31.838>here

00:16:31.839 --> 00:16:34.790 align:start position:0%
<00:16:31.839>we <00:16:31.932>the <00:16:32.025>important <00:16:32.118>part <00:16:32.212>is <00:16:32.305>this <00:16:32.398>label <00:16:32.492>here <00:16:32.585>because <00:16:32.679>this <00:16:32.772>label <00:16:32.865>will <00:16:32.959>later <00:16:33.052>on <00:16:33.145>be <00:16:33.238>used

00:16:34.790 --> 00:16:34.800 align:start position:0%
<00:16:34.790>because <00:16:34.791>this <00:16:34.792>label <00:16:34.793>will <00:16:34.795>later <00:16:34.796>on <00:16:34.797>be <00:16:34.799>used

00:16:34.800 --> 00:16:36.870 align:start position:0%
<00:16:34.800>because <00:16:34.900>this <00:16:35.000>label <00:16:35.099>will <00:16:35.199>later <00:16:35.300>on <00:16:35.400>be <00:16:35.500>used <00:16:35.599>when <00:16:35.699>it <00:16:35.800>is <00:16:35.900>generating <00:16:36.000>the <00:16:36.099>code <00:16:36.199>by

00:16:36.870 --> 00:16:36.880 align:start position:0%
<00:16:36.870>when <00:16:36.871>it <00:16:36.873>is <00:16:36.874>generating <00:16:36.876>the <00:16:36.877>code <00:16:36.879>by

00:16:36.880 --> 00:16:39.990 align:start position:0%
<00:16:36.880>when <00:16:36.980>it <00:16:37.080>is <00:16:37.180>generating <00:16:37.280>the <00:16:37.380>code <00:16:37.480>by <00:16:37.580>itself. <00:16:37.680>So <00:16:37.780>this <00:16:37.880>will <00:16:37.980>succeed <00:16:38.080>in <00:16:38.180>our <00:16:38.280>case

00:16:39.990 --> 00:16:40.000 align:start position:0%
<00:16:39.990>itself. <00:16:39.991>So <00:16:39.992>this <00:16:39.993>will <00:16:39.995>succeed <00:16:39.996>in <00:16:39.997>our <00:16:39.999>case

00:16:40.000 --> 00:16:41.829 align:start position:0%
<00:16:40.000>itself. <00:16:40.093>So <00:16:40.186>this <00:16:40.280>will <00:16:40.373>succeed <00:16:40.466>in <00:16:40.560>our <00:16:40.653>case <00:16:40.746>and <00:16:40.840>then <00:16:40.933>we <00:16:41.026>have <00:16:41.120>this <00:16:41.213>code <00:16:41.306>that <00:16:41.400>is

00:16:41.829 --> 00:16:41.839 align:start position:0%
<00:16:41.829>and <00:16:41.830>then <00:16:41.831>we <00:16:41.832>have <00:16:41.834>this <00:16:41.835>code <00:16:41.836>that <00:16:41.838>is

00:16:41.839 --> 00:16:44.069 align:start position:0%
<00:16:41.839>and <00:16:41.939>then <00:16:42.039>we <00:16:42.138>have <00:16:42.238>this <00:16:42.339>code <00:16:42.439>that <00:16:42.539>is <00:16:42.638>generated <00:16:42.738>and <00:16:42.839>we <00:16:42.939>can <00:16:43.039>see <00:16:43.138>we <00:16:43.238>have

00:16:44.069 --> 00:16:44.079 align:start position:0%
<00:16:44.069>generated <00:16:44.070>and <00:16:44.072>we <00:16:44.073>can <00:16:44.074>see <00:16:44.076>we <00:16:44.078>have

00:16:44.079 --> 00:16:46.150 align:start position:0%
<00:16:44.079>generated <00:16:44.206>and <00:16:44.333>we <00:16:44.460>can <00:16:44.588>see <00:16:44.715>we <00:16:44.842>have <00:16:44.969>skyurn.cached <00:16:45.097>cached. <00:16:45.224>And <00:16:45.351>what <00:16:45.478>this

00:16:46.150 --> 00:16:46.160 align:start position:0%
<00:16:46.150>skyurn.cached <00:16:46.152>cached. <00:16:46.154>And <00:16:46.156>what <00:16:46.159>this

00:16:46.160 --> 00:16:48.870 align:start position:0%
<00:16:46.160>skyurn.cached <00:16:46.300>cached. <00:16:46.439>And <00:16:46.579>what <00:16:46.719>this <00:16:46.860>does, <00:16:47.000>it <00:16:47.140>generates <00:16:47.280>selectors <00:16:47.420>and <00:16:47.560>it

00:16:48.870 --> 00:16:48.880 align:start position:0%
<00:16:48.870>does, <00:16:48.871>it <00:16:48.873>generates <00:16:48.875>selectors <00:16:48.877>and <00:16:48.879>it

00:16:48.880 --> 00:16:50.550 align:start position:0%
<00:16:48.880>does, <00:16:49.113>it <00:16:49.346>generates <00:16:49.580>selectors <00:16:49.813>and <00:16:50.046>it <00:16:50.280>generates

00:16:50.550 --> 00:16:50.560 align:start position:0%
generates

00:16:50.560 --> 00:16:53.030 align:start position:0%
<00:16:50.560>generates <00:16:50.760>some <00:16:50.959>code <00:16:51.160>here. <00:16:51.359>This <00:16:51.560>all <00:16:51.760>goes <00:16:51.959>through

00:16:53.030 --> 00:16:53.040 align:start position:0%
<00:16:53.030>some <00:16:53.031>code <00:16:53.033>here. <00:16:53.034>This <00:16:53.036>all <00:16:53.037>goes <00:16:53.039>through

00:16:53.040 --> 00:16:55.189 align:start position:0%
<00:16:53.040>some <00:16:53.147>code <00:16:53.255>here. <00:16:53.363>This <00:16:53.470>all <00:16:53.578>goes <00:16:53.686>through <00:16:53.793>the <00:16:53.901>Skyvern <00:16:54.009>SDK. <00:16:54.116>I <00:16:54.224>mean, <00:16:54.332>I'm <00:16:54.439>using

00:16:55.189 --> 00:16:55.199 align:start position:0%
<00:16:55.189>the <00:16:55.190>Skyvern <00:16:55.192>SDK. <00:16:55.193>I <00:16:55.194>mean, <00:16:55.196>I'm <00:16:55.198>using

00:16:55.199 --> 00:16:56.870 align:start position:0%
<00:16:55.199>the <00:16:55.292>Skyvern <00:16:55.385>SDK. <00:16:55.478>I <00:16:55.572>mean, <00:16:55.665>I'm <00:16:55.758>using <00:16:55.852>Skyvern <00:16:55.945>here <00:16:56.039>just <00:16:56.132>as <00:16:56.225>a <00:16:56.319>demo, <00:16:56.412>but <00:16:56.505>you <00:16:56.598>can

00:16:56.870 --> 00:16:56.880 align:start position:0%
<00:16:56.870>Skyvern <00:16:56.871>here <00:16:56.872>just <00:16:56.873>as <00:16:56.874>a <00:16:56.875>demo, <00:16:56.876>but <00:16:56.877>you <00:16:56.879>can

00:16:56.880 --> 00:16:58.470 align:start position:0%
<00:16:56.880>Skyvern <00:16:56.973>here <00:16:57.066>just <00:16:57.160>as <00:16:57.253>a <00:16:57.346>demo, <00:16:57.439>but <00:16:57.533>you <00:16:57.626>can <00:16:57.720>code <00:16:57.813>all <00:16:57.906>this <00:16:58.000>thing <00:16:58.093>yourself. <00:16:58.186>You <00:16:58.280>don't

00:16:58.470 --> 00:16:58.480 align:start position:0%
<00:16:58.470>code <00:16:58.471>all <00:16:58.473>this <00:16:58.474>thing <00:16:58.476>yourself. <00:16:58.477>You <00:16:58.479>don't

00:16:58.480 --> 00:17:00.150 align:start position:0%
<00:16:58.480>code <00:16:58.587>all <00:16:58.695>this <00:16:58.803>thing <00:16:58.910>yourself. <00:16:59.018>You <00:16:59.126>don't <00:16:59.233>need <00:16:59.341>to <00:16:59.449>use <00:16:59.556>a <00:16:59.664>specific <00:16:59.772>framework <00:16:59.880>or

00:17:00.150 --> 00:17:00.160 align:start position:0%
<00:17:00.150>need <00:17:00.151>to <00:17:00.153>use <00:17:00.154>a <00:17:00.156>specific <00:17:00.157>framework <00:17:00.159>or

00:17:00.160 --> 00:17:03.269 align:start position:0%
<00:17:00.160>need <00:17:00.260>to <00:17:00.360>use <00:17:00.459>a <00:17:00.560>specific <00:17:00.660>framework <00:17:00.760>or <00:17:00.860>whatever. <00:17:00.959>And <00:17:01.060>what <00:17:01.160>it <00:17:01.260>will <00:17:01.360>do <00:17:01.459>to <00:17:01.560>first

00:17:03.269 --> 00:17:03.279 align:start position:0%
<00:17:03.269>whatever. <00:17:03.270>And <00:17:03.271>what <00:17:03.272>it <00:17:03.274>will <00:17:03.275>do <00:17:03.276>to <00:17:03.278>first

00:17:03.279 --> 00:17:05.990 align:start position:0%
<00:17:03.279>whatever. <00:17:03.379>And <00:17:03.479>what <00:17:03.579>it <00:17:03.679>will <00:17:03.779>do <00:17:03.879>to <00:17:03.979>first <00:17:04.079>try <00:17:04.179>to <00:17:04.279>execute <00:17:04.378>the <00:17:04.479>selector. <00:17:04.579>If <00:17:04.679>it

00:17:05.990 --> 00:17:06.000 align:start position:0%
<00:17:05.990>try <00:17:05.991>to <00:17:05.992>execute <00:17:05.994>the <00:17:05.996>selector. <00:17:05.997>If <00:17:05.999>it

00:17:06.000 --> 00:17:08.630 align:start position:0%
<00:17:06.000>try <00:17:06.093>to <00:17:06.186>execute <00:17:06.280>the <00:17:06.373>selector. <00:17:06.466>If <00:17:06.560>it <00:17:06.653>fails, <00:17:06.746>it <00:17:06.839>will <00:17:06.933>go <00:17:07.026>back <00:17:07.119>to <00:17:07.213>the <00:17:07.306>prompt <00:17:07.400>and

00:17:08.630 --> 00:17:08.640 align:start position:0%
<00:17:08.630>fails, <00:17:08.631>it <00:17:08.632>will <00:17:08.633>go <00:17:08.634>back <00:17:08.635>to <00:17:08.636>the <00:17:08.637>prompt <00:17:08.639>and

00:17:08.640 --> 00:17:11.669 align:start position:0%
<00:17:08.640>fails, <00:17:08.722>it <00:17:08.804>will <00:17:08.887>go <00:17:08.969>back <00:17:09.051>to <00:17:09.134>the <00:17:09.216>prompt <00:17:09.298>and <00:17:09.381>run <00:17:09.463>the <00:17:09.545>agent <00:17:09.628>again. <00:17:09.710>So <00:17:09.792>this <00:17:09.875>is <00:17:09.957>more <00:17:10.040>or

00:17:11.669 --> 00:17:11.679 align:start position:0%
<00:17:11.669>run <00:17:11.670>the <00:17:11.671>agent <00:17:11.672>again. <00:17:11.673>So <00:17:11.674>this <00:17:11.675>is <00:17:11.676>more <00:17:11.678>or

00:17:11.679 --> 00:17:14.549 align:start position:0%
<00:17:11.679>run <00:17:11.766>the <00:17:11.854>agent <00:17:11.941>again. <00:17:12.029>So <00:17:12.116>this <00:17:12.204>is <00:17:12.291>more <00:17:12.379>or <00:17:12.466>less <00:17:12.554>the <00:17:12.641>process <00:17:12.729>and <00:17:12.816>the <00:17:12.904>code <00:17:12.991>that <00:17:13.079>is

00:17:14.549 --> 00:17:14.559 align:start position:0%
<00:17:14.549>less <00:17:14.550>the <00:17:14.551>process <00:17:14.552>and <00:17:14.554>the <00:17:14.555>code <00:17:14.556>that <00:17:14.558>is

00:17:14.559 --> 00:17:16.390 align:start position:0%
<00:17:14.559>less <00:17:14.733>the <00:17:14.908>process <00:17:15.084>and <00:17:15.259>the <00:17:15.434>code <00:17:15.608>that <00:17:15.783>is <00:17:15.959>outputed.

00:17:16.390 --> 00:17:16.400 align:start position:0%
outputed.

00:17:16.400 --> 00:17:22.230 align:start position:0%
<00:17:16.400>outputed. <00:17:16.555>Okay. <00:17:16.711>So <00:17:16.866>that <00:17:17.022>would <00:17:17.177>be <00:17:17.333>it <00:17:17.488>from <00:17:17.644>my <00:17:17.800>side.

00:17:22.230 --> 00:17:22.240 align:start position:0%
<00:17:22.230>Okay. <00:17:22.231>So <00:17:22.232>that <00:17:22.233>would <00:17:22.234>be <00:17:22.235>it <00:17:22.236>from <00:17:22.237>my <00:17:22.239>side.

00:17:22.240 --> 00:17:24.789 align:start position:0%
<00:17:22.240>Okay. <00:17:22.327>So <00:17:22.415>that <00:17:22.502>would <00:17:22.589>be <00:17:22.677>it <00:17:22.765>from <00:17:22.852>my <00:17:22.940>side. <00:17:23.027>Thank <00:17:23.115>you. <00:17:23.202>And <00:17:23.290>if <00:17:23.377>you <00:17:23.464>have <00:17:23.552>questions <00:17:23.640>I

00:17:24.789 --> 00:17:24.799 align:start position:0%
<00:17:24.789>Thank <00:17:24.790>you. <00:17:24.791>And <00:17:24.792>if <00:17:24.794>you <00:17:24.795>have <00:17:24.796>questions <00:17:24.798>I

00:17:24.799 --> 00:17:35.190 align:start position:0%
<00:17:24.799>Thank <00:17:24.926>you. <00:17:25.053>And <00:17:25.180>if <00:17:25.308>you <00:17:25.435>have <00:17:25.562>questions <00:17:25.689>I <00:17:25.817>am <00:17:25.944>open <00:17:26.071>to <00:17:26.199>discuss.

00:17:35.200 --> 00:17:37.270 align:start position:0%
<00:17:35.200>&gt;&gt; <00:17:35.433>Okay. <00:17:35.666>You <00:17:35.900>did <00:17:36.133>finish <00:17:36.366>quickly. <00:17:36.600>Okay.

00:17:37.270 --> 00:17:37.280 align:start position:0%
<00:17:37.270>&gt;&gt; <00:17:37.271>Okay. <00:17:37.273>You <00:17:37.274>did <00:17:37.276>finish <00:17:37.277>quickly. <00:17:37.279>Okay.

00:17:37.280 --> 00:17:38.870 align:start position:0%
<00:17:37.280>&gt;&gt; <00:17:37.367>Okay. <00:17:37.455>You <00:17:37.542>did <00:17:37.629>finish <00:17:37.717>quickly. <00:17:37.805>Okay. <00:17:37.892>&gt;&gt; <00:17:37.980>Yeah. <00:17:38.067>I <00:17:38.155>told <00:17:38.242>you <00:17:38.330>I'm <00:17:38.417>trying <00:17:38.504>to <00:17:38.592>make <00:17:38.680>room

00:17:38.870 --> 00:17:38.880 align:start position:0%
<00:17:38.870>&gt;&gt; <00:17:38.870>Yeah. <00:17:38.871>I <00:17:38.873>told <00:17:38.874>you <00:17:38.875>I'm <00:17:38.876>trying <00:17:38.877>to <00:17:38.878>make <00:17:38.879>room

00:17:38.880 --> 00:17:40.630 align:start position:0%
<00:17:38.880>&gt;&gt; <00:17:39.007>Yeah. <00:17:39.134>I <00:17:39.261>told <00:17:39.389>you <00:17:39.516>I'm <00:17:39.643>trying <00:17:39.770>to <00:17:39.898>make <00:17:40.025>room <00:17:40.152>for <00:17:40.280>questions.

00:17:40.630 --> 00:17:40.640 align:start position:0%
<00:17:40.630>for <00:17:40.639>questions.

00:17:40.640 --> 00:17:44.310 align:start position:0%
<00:17:40.640>for <00:17:40.873>questions. <00:17:41.106>So, <00:17:41.340>uh, <00:17:41.573>first <00:17:41.806>one, <00:17:42.040>um,

00:17:44.310 --> 00:17:44.320 align:start position:0%
<00:17:44.310>So, <00:17:44.312>uh, <00:17:44.314>first <00:17:44.316>one, <00:17:44.319>um,

00:17:44.320 --> 00:17:46.549 align:start position:0%
<00:17:44.320>So, <00:17:44.460>uh, <00:17:44.600>first <00:17:44.740>one, <00:17:44.879>um, <00:17:45.020>would <00:17:45.159>anything <00:17:45.300>like <00:17:45.439>this <00:17:45.580>be <00:17:45.720>possible

00:17:46.549 --> 00:17:46.559 align:start position:0%
<00:17:46.549>would <00:17:46.550>anything <00:17:46.552>like <00:17:46.554>this <00:17:46.556>be <00:17:46.558>possible

00:17:46.559 --> 00:17:49.110 align:start position:0%
<00:17:46.559>would <00:17:46.675>anything <00:17:46.792>like <00:17:46.908>this <00:17:47.025>be <00:17:47.142>possible <00:17:47.259>outside <00:17:47.375>of <00:17:47.492>browser <00:17:47.609>based <00:17:47.725>apps <00:17:47.842>or <00:17:47.959>in

00:17:49.110 --> 00:17:49.120 align:start position:0%
<00:17:49.110>outside <00:17:49.111>of <00:17:49.112>browser <00:17:49.114>based <00:17:49.116>apps <00:17:49.117>or <00:17:49.119>in

00:17:49.120 --> 00:17:50.870 align:start position:0%
<00:17:49.120>outside <00:17:49.247>of <00:17:49.374>browser <00:17:49.501>based <00:17:49.629>apps <00:17:49.756>or <00:17:49.883>in <00:17:50.010>native <00:17:50.138>apps <00:17:50.265>at <00:17:50.392>all <00:17:50.520>yet?

00:17:50.870 --> 00:17:50.880 align:start position:0%
<00:17:50.870>native <00:17:50.872>apps <00:17:50.874>at <00:17:50.876>all <00:17:50.879>yet?

00:17:50.880 --> 00:17:53.430 align:start position:0%
<00:17:50.880>native <00:17:50.987>apps <00:17:51.095>at <00:17:51.203>all <00:17:51.310>yet? <00:17:51.418>&gt;&gt; <00:17:51.526>Yeah, <00:17:51.633>I <00:17:51.741>mean, <00:17:51.849>if <00:17:51.956>you <00:17:52.064>look <00:17:52.172>for <00:17:52.280>example

00:17:53.430 --> 00:17:53.440 align:start position:0%
<00:17:53.430>&gt;&gt; <00:17:53.431>Yeah, <00:17:53.432>I <00:17:53.433>mean, <00:17:53.434>if <00:17:53.435>you <00:17:53.436>look <00:17:53.437>for <00:17:53.439>example

00:17:53.440 --> 00:17:56.710 align:start position:0%
<00:17:53.440>&gt;&gt; <00:17:53.556>Yeah, <00:17:53.673>I <00:17:53.790>mean, <00:17:53.906>if <00:17:54.023>you <00:17:54.140>look <00:17:54.256>for <00:17:54.373>example <00:17:54.490>like <00:17:54.606>at <00:17:54.723>cloud <00:17:54.840>workflow

00:17:56.710 --> 00:17:56.720 align:start position:0%
<00:17:56.710>like <00:17:56.713>at <00:17:56.716>cloud <00:17:56.719>workflow

00:17:56.720 --> 00:17:59.350 align:start position:0%
<00:17:56.720>like <00:17:56.895>at <00:17:57.070>cloud <00:17:57.245>workflow <00:17:57.420>workspaces <00:17:57.595>already <00:17:57.770>works <00:17:57.945>with <00:17:58.120>natively

00:17:59.350 --> 00:17:59.360 align:start position:0%
<00:17:59.350>workspaces <00:17:59.352>already <00:17:59.354>works <00:17:59.356>with <00:17:59.359>natively

00:17:59.360 --> 00:18:01.590 align:start position:0%
<00:17:59.360>workspaces <00:17:59.476>already <00:17:59.593>works <00:17:59.709>with <00:17:59.826>natively <00:17:59.943>what <00:18:00.060>you <00:18:00.176>have <00:18:00.293>on <00:18:00.409>your <00:18:00.526>machine. <00:18:00.643>It <00:18:00.760>all

00:18:01.590 --> 00:18:01.600 align:start position:0%
<00:18:01.590>what <00:18:01.591>you <00:18:01.592>have <00:18:01.593>on <00:18:01.595>your <00:18:01.596>machine. <00:18:01.597>It <00:18:01.599>all

00:18:01.600 --> 00:18:03.350 align:start position:0%
<00:18:01.600>what <00:18:01.707>you <00:18:01.815>have <00:18:01.923>on <00:18:02.030>your <00:18:02.138>machine. <00:18:02.246>It <00:18:02.353>all <00:18:02.461>depends <00:18:02.569>on <00:18:02.676>the <00:18:02.784>way <00:18:02.892>you're <00:18:03.000>structuring

00:18:03.350 --> 00:18:03.360 align:start position:0%
<00:18:03.350>depends <00:18:03.351>on <00:18:03.353>the <00:18:03.355>way <00:18:03.357>you're <00:18:03.359>structuring

00:18:03.360 --> 00:18:06.789 align:start position:0%
<00:18:03.360>depends <00:18:03.467>on <00:18:03.575>the <00:18:03.683>way <00:18:03.790>you're <00:18:03.898>structuring <00:18:04.006>the <00:18:04.113>the <00:18:04.221>agent <00:18:04.329>so <00:18:04.436>that <00:18:04.544>they <00:18:04.652>can <00:18:04.760>have

00:18:06.789 --> 00:18:06.799 align:start position:0%
<00:18:06.789>the <00:18:06.790>the <00:18:06.791>agent <00:18:06.792>so <00:18:06.794>that <00:18:06.795>they <00:18:06.796>can <00:18:06.798>have

00:18:06.799 --> 00:18:08.950 align:start position:0%
<00:18:06.799>the <00:18:06.886>the <00:18:06.974>agent <00:18:07.061>so <00:18:07.149>that <00:18:07.236>they <00:18:07.324>can <00:18:07.411>have <00:18:07.499>access <00:18:07.586>to <00:18:07.674>where <00:18:07.761>you <00:18:07.849>are <00:18:07.936>so <00:18:08.024>that <00:18:08.111>they <00:18:08.199>can

00:18:08.950 --> 00:18:08.960 align:start position:0%
<00:18:08.950>access <00:18:08.951>to <00:18:08.952>where <00:18:08.953>you <00:18:08.954>are <00:18:08.955>so <00:18:08.956>that <00:18:08.957>they <00:18:08.959>can

00:18:08.960 --> 00:18:11.669 align:start position:0%
<00:18:08.960>access <00:18:09.042>to <00:18:09.124>where <00:18:09.207>you <00:18:09.289>are <00:18:09.371>so <00:18:09.454>that <00:18:09.536>they <00:18:09.618>can <00:18:09.701>see <00:18:09.783>things <00:18:09.865>and <00:18:09.948>so <00:18:10.030>that <00:18:10.112>you <00:18:10.195>can <00:18:10.277>guide <00:18:10.360>uh

00:18:11.669 --> 00:18:11.679 align:start position:0%
<00:18:11.669>see <00:18:11.670>things <00:18:11.671>and <00:18:11.672>so <00:18:11.673>that <00:18:11.674>you <00:18:11.675>can <00:18:11.676>guide <00:18:11.678>uh

00:18:11.679 --> 00:18:13.750 align:start position:0%
<00:18:11.679>see <00:18:11.772>things <00:18:11.865>and <00:18:11.959>so <00:18:12.052>that <00:18:12.145>you <00:18:12.239>can <00:18:12.332>guide <00:18:12.425>uh <00:18:12.519>your <00:18:12.612>mouse <00:18:12.705>locally. <00:18:12.799>So <00:18:12.892>for <00:18:12.985>example <00:18:13.079>with

00:18:13.750 --> 00:18:13.760 align:start position:0%
<00:18:13.750>your <00:18:13.751>mouse <00:18:13.753>locally. <00:18:13.754>So <00:18:13.756>for <00:18:13.757>example <00:18:13.759>with

00:18:13.760 --> 00:18:16.150 align:start position:0%
<00:18:13.760>your <00:18:13.876>mouse <00:18:13.993>locally. <00:18:14.110>So <00:18:14.226>for <00:18:14.343>example <00:18:14.460>with <00:18:14.576>Squish <00:18:14.693>in <00:18:14.810>a <00:18:14.926>Linux <00:18:15.043>environment <00:18:15.160>with

00:18:16.150 --> 00:18:16.160 align:start position:0%
<00:18:16.150>Squish <00:18:16.151>in <00:18:16.153>a <00:18:16.155>Linux <00:18:16.157>environment <00:18:16.159>with

00:18:16.160 --> 00:18:18.070 align:start position:0%
<00:18:16.160>Squish <00:18:16.287>in <00:18:16.414>a <00:18:16.541>Linux <00:18:16.669>environment <00:18:16.796>with <00:18:16.923>Squish <00:18:17.050>you <00:18:17.178>can <00:18:17.305>take <00:18:17.432>this <00:18:17.560>Linux

00:18:18.070 --> 00:18:18.080 align:start position:0%
<00:18:18.070>Squish <00:18:18.071>you <00:18:18.073>can <00:18:18.075>take <00:18:18.077>this <00:18:18.079>Linux

00:18:18.080 --> 00:18:20.310 align:start position:0%
<00:18:18.080>Squish <00:18:18.220>you <00:18:18.360>can <00:18:18.500>take <00:18:18.639>this <00:18:18.780>Linux <00:18:18.919>applications <00:18:19.060>in <00:18:19.199>Linux <00:18:19.340>environments. <00:18:19.480>So

00:18:20.310 --> 00:18:20.320 align:start position:0%
<00:18:20.310>applications <00:18:20.312>in <00:18:20.314>Linux <00:18:20.316>environments. <00:18:20.319>So

00:18:20.320 --> 00:18:21.830 align:start position:0%
<00:18:20.320>applications <00:18:20.455>in <00:18:20.591>Linux <00:18:20.727>environments. <00:18:20.863>So <00:18:20.999>basically <00:18:21.135>if <00:18:21.271>you <00:18:21.407>look <00:18:21.543>at <00:18:21.678>your

00:18:21.830 --> 00:18:21.840 align:start position:0%
<00:18:21.830>basically <00:18:21.831>if <00:18:21.833>you <00:18:21.835>look <00:18:21.837>at <00:18:21.839>your

00:18:21.840 --> 00:18:23.669 align:start position:0%
<00:18:21.840>basically <00:18:21.980>if <00:18:22.120>you <00:18:22.260>look <00:18:22.399>at <00:18:22.540>your <00:18:22.679>application <00:18:22.820>as <00:18:22.959>a <00:18:23.100>containerized <00:18:23.240>Linux

00:18:23.669 --> 00:18:23.679 align:start position:0%
<00:18:23.669>application <00:18:23.671>as <00:18:23.673>a <00:18:23.675>containerized <00:18:23.678>Linux

00:18:23.679 --> 00:18:25.909 align:start position:0%
<00:18:23.679>application <00:18:23.795>as <00:18:23.912>a <00:18:24.029>containerized <00:18:24.145>Linux <00:18:24.262>environment <00:18:24.379>and <00:18:24.495>you <00:18:24.612>can <00:18:24.729>do <00:18:24.845>that <00:18:24.962>and <00:18:25.079>then

00:18:25.909 --> 00:18:25.919 align:start position:0%
<00:18:25.909>environment <00:18:25.910>and <00:18:25.911>you <00:18:25.912>can <00:18:25.914>do <00:18:25.915>that <00:18:25.916>and <00:18:25.918>then

00:18:25.919 --> 00:18:27.909 align:start position:0%
<00:18:25.919>environment <00:18:26.006>and <00:18:26.094>you <00:18:26.181>can <00:18:26.269>do <00:18:26.356>that <00:18:26.444>and <00:18:26.531>then <00:18:26.619>you <00:18:26.706>can <00:18:26.794>use <00:18:26.881>squish <00:18:26.969>to <00:18:27.056>action <00:18:27.144>it <00:18:27.231>and <00:18:27.319>go

00:18:27.909 --> 00:18:27.919 align:start position:0%
<00:18:27.909>you <00:18:27.910>can <00:18:27.911>use <00:18:27.912>squish <00:18:27.913>to <00:18:27.914>action <00:18:27.915>it <00:18:27.916>and <00:18:27.918>go

00:18:27.919 --> 00:18:29.590 align:start position:0%
<00:18:27.919>you <00:18:28.006>can <00:18:28.094>use <00:18:28.181>squish <00:18:28.269>to <00:18:28.356>action <00:18:28.444>it <00:18:28.531>and <00:18:28.619>go <00:18:28.706>I'm <00:18:28.794>going <00:18:28.881>to <00:18:28.969>click <00:18:29.056>here <00:18:29.144>here <00:18:29.231>here <00:18:29.319>and

00:18:29.590 --> 00:18:29.600 align:start position:0%
<00:18:29.590>I'm <00:18:29.591>going <00:18:29.592>to <00:18:29.593>click <00:18:29.595>here <00:18:29.596>here <00:18:29.597>here <00:18:29.599>and

00:18:29.600 --> 00:18:32.230 align:start position:0%
<00:18:29.600>I'm <00:18:29.687>going <00:18:29.774>to <00:18:29.862>click <00:18:29.949>here <00:18:30.037>here <00:18:30.125>here <00:18:30.212>and <00:18:30.300>here <00:18:30.387>and <00:18:30.475>you're <00:18:30.562>not <00:18:30.649>you <00:18:30.737>and <00:18:30.824>you <00:18:30.912>can <00:18:31.000>use

00:18:32.230 --> 00:18:32.240 align:start position:0%
<00:18:32.230>here <00:18:32.231>and <00:18:32.232>you're <00:18:32.233>not <00:18:32.234>you <00:18:32.235>and <00:18:32.236>you <00:18:32.237>can <00:18:32.239>use

00:18:32.240 --> 00:18:34.630 align:start position:0%
<00:18:32.240>here <00:18:32.340>and <00:18:32.440>you're <00:18:32.540>not <00:18:32.640>you <00:18:32.740>and <00:18:32.840>you <00:18:32.940>can <00:18:33.040>use <00:18:33.140>squish <00:18:33.240>with <00:18:33.340>playright <00:18:33.440>in <00:18:33.540>combination <00:18:33.640>and

00:18:34.630 --> 00:18:34.640 align:start position:0%
<00:18:34.630>squish <00:18:34.631>with <00:18:34.633>playright <00:18:34.635>in <00:18:34.637>combination <00:18:34.639>and

00:18:34.640 --> 00:18:36.230 align:start position:0%
<00:18:34.640>squish <00:18:34.756>with <00:18:34.873>playright <00:18:34.990>in <00:18:35.106>combination <00:18:35.223>and <00:18:35.340>that <00:18:35.456>way <00:18:35.573>you <00:18:35.690>still <00:18:35.806>have <00:18:35.923>all <00:18:36.040>the

00:18:36.230 --> 00:18:36.240 align:start position:0%
<00:18:36.230>that <00:18:36.231>way <00:18:36.233>you <00:18:36.234>still <00:18:36.236>have <00:18:36.237>all <00:18:36.239>the

00:18:36.240 --> 00:18:39.909 align:start position:0%
<00:18:36.240>that <00:18:36.367>way <00:18:36.494>you <00:18:36.621>still <00:18:36.749>have <00:18:36.876>all <00:18:37.003>the <00:18:37.130>actionable <00:18:37.258>parts <00:18:37.385>that <00:18:37.512>playright <00:18:37.640>enables.

00:18:39.909 --> 00:18:39.919 align:start position:0%
<00:18:39.909>actionable <00:18:39.911>parts <00:18:39.913>that <00:18:39.915>playright <00:18:39.918>enables.

00:18:39.919 --> 00:18:41.909 align:start position:0%
<00:18:39.919>actionable <00:18:40.046>parts <00:18:40.173>that <00:18:40.300>playright <00:18:40.428>enables. <00:18:40.555>So <00:18:40.682>everything <00:18:40.809>is <00:18:40.937>being <00:18:41.064>checked <00:18:41.191>but <00:18:41.319>all

00:18:41.909 --> 00:18:41.919 align:start position:0%
<00:18:41.909>So <00:18:41.910>everything <00:18:41.912>is <00:18:41.913>being <00:18:41.915>checked <00:18:41.916>but <00:18:41.918>all

00:18:41.919 --> 00:18:44.630 align:start position:0%
<00:18:41.919>So <00:18:42.035>everything <00:18:42.152>is <00:18:42.269>being <00:18:42.385>checked <00:18:42.502>but <00:18:42.619>all <00:18:42.735>the <00:18:42.852>locators <00:18:42.969>are <00:18:43.085>being <00:18:43.202>uh <00:18:43.319>provided

00:18:44.630 --> 00:18:44.640 align:start position:0%
<00:18:44.630>the <00:18:44.631>locators <00:18:44.633>are <00:18:44.635>being <00:18:44.637>uh <00:18:44.639>provided

00:18:44.640 --> 00:18:46.870 align:start position:0%
<00:18:44.640>the <00:18:44.767>locators <00:18:44.894>are <00:18:45.021>being <00:18:45.149>uh <00:18:45.276>provided <00:18:45.403>through <00:18:45.530>the <00:18:45.658>squish <00:18:45.785>interface. <00:18:45.912>Now <00:18:46.040>there

00:18:46.870 --> 00:18:46.880 align:start position:0%
<00:18:46.870>through <00:18:46.871>the <00:18:46.873>squish <00:18:46.875>interface. <00:18:46.877>Now <00:18:46.879>there

00:18:46.880 --> 00:18:48.950 align:start position:0%
<00:18:46.880>through <00:18:47.080>the <00:18:47.280>squish <00:18:47.480>interface. <00:18:47.680>Now <00:18:47.880>there <00:18:48.080>isn't <00:18:48.280>something

00:18:48.950 --> 00:18:48.960 align:start position:0%
<00:18:48.950>isn't <00:18:48.959>something

00:18:48.960 --> 00:18:50.549 align:start position:0%
<00:18:48.960>isn't <00:18:49.115>something <00:18:49.271>at <00:18:49.426>least <00:18:49.582>to <00:18:49.737>the <00:18:49.893>best <00:18:50.048>of <00:18:50.204>my <00:18:50.360>knowledge

00:18:50.549 --> 00:18:50.559 align:start position:0%
<00:18:50.549>at <00:18:50.550>least <00:18:50.551>to <00:18:50.552>the <00:18:50.554>best <00:18:50.555>of <00:18:50.556>my <00:18:50.558>knowledge

00:18:50.559 --> 00:18:52.789 align:start position:0%
<00:18:50.559>at <00:18:50.652>least <00:18:50.745>to <00:18:50.839>the <00:18:50.932>best <00:18:51.025>of <00:18:51.119>my <00:18:51.212>knowledge <00:18:51.305>right <00:18:51.399>now <00:18:51.492>that <00:18:51.585>does <00:18:51.678>this <00:18:51.772>by <00:18:51.865>default. <00:18:51.959>So

00:18:52.789 --> 00:18:52.799 align:start position:0%
<00:18:52.789>right <00:18:52.790>now <00:18:52.791>that <00:18:52.792>does <00:18:52.794>this <00:18:52.795>by <00:18:52.796>default. <00:18:52.798>So

00:18:52.799 --> 00:18:56.630 align:start position:0%
<00:18:52.799>right <00:18:52.886>now <00:18:52.974>that <00:18:53.061>does <00:18:53.149>this <00:18:53.236>by <00:18:53.324>default. <00:18:53.411>So <00:18:53.499>you <00:18:53.586>would <00:18:53.674>sort <00:18:53.761>of <00:18:53.849>have <00:18:53.936>to <00:18:54.024>code <00:18:54.111>your <00:18:54.199>own

00:18:56.630 --> 00:18:56.640 align:start position:0%
<00:18:56.630>you <00:18:56.631>would <00:18:56.632>sort <00:18:56.633>of <00:18:56.634>have <00:18:56.635>to <00:18:56.636>code <00:18:56.637>your <00:18:56.639>own

00:18:56.640 --> 00:18:59.270 align:start position:0%
<00:18:56.640>you <00:18:56.740>would <00:18:56.840>sort <00:18:56.940>of <00:18:57.040>have <00:18:57.140>to <00:18:57.240>code <00:18:57.340>your <00:18:57.440>own <00:18:57.540>framework <00:18:57.640>for <00:18:57.740>this <00:18:57.840>right <00:18:57.940>but <00:18:58.040>it's

00:18:59.270 --> 00:18:59.280 align:start position:0%
<00:18:59.270>framework <00:18:59.271>for <00:18:59.273>this <00:18:59.275>right <00:18:59.277>but <00:18:59.279>it's

00:18:59.280 --> 00:19:01.430 align:start position:0%
<00:18:59.280>framework <00:18:59.407>for <00:18:59.534>this <00:18:59.661>right <00:18:59.789>but <00:18:59.916>it's <00:19:00.043>doable. <00:19:00.170>I <00:19:00.298>mean <00:19:00.425>again <00:19:00.552>next <00:19:00.680>symbol

00:19:01.430 --> 00:19:01.440 align:start position:0%
<00:19:01.430>doable. <00:19:01.431>I <00:19:01.433>mean <00:19:01.435>again <00:19:01.437>next <00:19:01.439>symbol

00:19:01.440 --> 00:19:03.190 align:start position:0%
<00:19:01.440>doable. <00:19:01.567>I <00:19:01.694>mean <00:19:01.821>again <00:19:01.949>next <00:19:02.076>symbol <00:19:02.203>prediction <00:19:02.330>has <00:19:02.458>been <00:19:02.585>solved <00:19:02.712>for <00:19:02.840>years

00:19:03.190 --> 00:19:03.200 align:start position:0%
<00:19:03.190>prediction <00:19:03.191>has <00:19:03.193>been <00:19:03.195>solved <00:19:03.197>for <00:19:03.199>years

00:19:03.200 --> 00:19:05.590 align:start position:0%
<00:19:03.200>prediction <00:19:03.316>has <00:19:03.433>been <00:19:03.550>solved <00:19:03.666>for <00:19:03.783>years <00:19:03.900>now. <00:19:04.016>It's <00:19:04.133>just <00:19:04.250>about <00:19:04.366>can <00:19:04.483>you <00:19:04.600>understand

00:19:05.590 --> 00:19:05.600 align:start position:0%
<00:19:05.590>now. <00:19:05.591>It's <00:19:05.592>just <00:19:05.594>about <00:19:05.596>can <00:19:05.597>you <00:19:05.599>understand

00:19:05.600 --> 00:19:07.510 align:start position:0%
<00:19:05.600>now. <00:19:05.707>It's <00:19:05.815>just <00:19:05.923>about <00:19:06.030>can <00:19:06.138>you <00:19:06.246>understand <00:19:06.353>your <00:19:06.461>requirements? <00:19:06.569>Can <00:19:06.676>you <00:19:06.784>put <00:19:06.892>them <00:19:07.000>down

00:19:07.510 --> 00:19:07.520 align:start position:0%
<00:19:07.510>your <00:19:07.511>requirements? <00:19:07.513>Can <00:19:07.514>you <00:19:07.516>put <00:19:07.517>them <00:19:07.519>down

00:19:07.520 --> 00:19:10.070 align:start position:0%
<00:19:07.520>your <00:19:07.613>requirements? <00:19:07.706>Can <00:19:07.800>you <00:19:07.893>put <00:19:07.986>them <00:19:08.080>down <00:19:08.173>on <00:19:08.266>paper <00:19:08.360>and <00:19:08.453>then <00:19:08.546>do <00:19:08.639>you <00:19:08.733>have <00:19:08.826>the <00:19:08.920>budget

00:19:10.070 --> 00:19:10.080 align:start position:0%
<00:19:10.070>on <00:19:10.071>paper <00:19:10.072>and <00:19:10.073>then <00:19:10.074>do <00:19:10.075>you <00:19:10.076>have <00:19:10.077>the <00:19:10.079>budget

00:19:10.080 --> 00:19:13.510 align:start position:0%
<00:19:10.080>on <00:19:10.167>paper <00:19:10.254>and <00:19:10.342>then <00:19:10.429>do <00:19:10.517>you <00:19:10.605>have <00:19:10.692>the <00:19:10.780>budget <00:19:10.867>so <00:19:10.955>that <00:19:11.042>something <00:19:11.129>can <00:19:11.217>help <00:19:11.304>you <00:19:11.392>code <00:19:11.480>it?

00:19:13.510 --> 00:19:13.520 align:start position:0%
<00:19:13.510>so <00:19:13.511>that <00:19:13.512>something <00:19:13.513>can <00:19:13.515>help <00:19:13.516>you <00:19:13.517>code <00:19:13.519>it?

00:19:13.520 --> 00:19:17.350 align:start position:0%
<00:19:13.520>so <00:19:13.620>that <00:19:13.720>something <00:19:13.820>can <00:19:13.920>help <00:19:14.020>you <00:19:14.120>code <00:19:14.220>it? <00:19:14.320>Is <00:19:14.420>playright <00:19:14.520>really <00:19:14.620>the <00:19:14.720>only <00:19:14.820>tool <00:19:14.920>in

00:19:17.350 --> 00:19:17.360 align:start position:0%
<00:19:17.350>Is <00:19:17.351>playright <00:19:17.352>really <00:19:17.354>the <00:19:17.356>only <00:19:17.357>tool <00:19:17.359>in

00:19:17.360 --> 00:19:19.669 align:start position:0%
<00:19:17.360>Is <00:19:17.459>playright <00:19:17.560>really <00:19:17.659>the <00:19:17.760>only <00:19:17.860>tool <00:19:17.959>in <00:19:18.060>town <00:19:18.159>or <00:19:18.260>are <00:19:18.360>others <00:19:18.459>starting <00:19:18.560>to <00:19:18.659>catch <00:19:18.760>up?

00:19:19.669 --> 00:19:19.679 align:start position:0%
<00:19:19.669>town <00:19:19.670>or <00:19:19.671>are <00:19:19.672>others <00:19:19.674>starting <00:19:19.675>to <00:19:19.676>catch <00:19:19.678>up?

00:19:19.679 --> 00:19:20.470 align:start position:0%
<00:19:19.679>town <00:19:19.750>or <00:19:19.821>are <00:19:19.892>others <00:19:19.963>starting <00:19:20.034>to <00:19:20.106>catch <00:19:20.177>up? <00:19:20.248>Do <00:19:20.319>you <00:19:20.390>think

00:19:20.470 --> 00:19:20.480 align:start position:0%
<00:19:20.470>Do <00:19:20.474>you <00:19:20.479>think

00:19:20.480 --> 00:19:24.710 align:start position:0%
<00:19:20.480>Do <00:19:20.596>you <00:19:20.713>think <00:19:20.830>&gt;&gt; <00:19:20.946>it's <00:19:21.063>the <00:19:21.180>best <00:19:21.296>in <00:19:21.413>my <00:19:21.530>opinion? <00:19:21.646>That's <00:19:21.763>uh <00:19:21.880>I

00:19:24.710 --> 00:19:24.720 align:start position:0%
<00:19:24.710>&gt;&gt; <00:19:24.711>it's <00:19:24.712>the <00:19:24.713>best <00:19:24.714>in <00:19:24.715>my <00:19:24.716>opinion? <00:19:24.717>That's <00:19:24.718>uh <00:19:24.719>I

00:19:24.720 --> 00:19:27.270 align:start position:0%
<00:19:24.720>&gt;&gt; <00:19:24.802>it's <00:19:24.884>the <00:19:24.967>best <00:19:25.049>in <00:19:25.131>my <00:19:25.214>opinion? <00:19:25.296>That's <00:19:25.378>uh <00:19:25.461>I <00:19:25.543>would <00:19:25.625>not <00:19:25.708>code <00:19:25.790>right <00:19:25.872>now <00:19:25.955>anything <00:19:26.037>on <00:19:26.120>gen

00:19:27.270 --> 00:19:27.280 align:start position:0%
<00:19:27.270>would <00:19:27.271>not <00:19:27.272>code <00:19:27.273>right <00:19:27.275>now <00:19:27.276>anything <00:19:27.277>on <00:19:27.279>gen

00:19:27.280 --> 00:19:29.110 align:start position:0%
<00:19:27.280>would <00:19:27.379>not <00:19:27.480>code <00:19:27.580>right <00:19:27.680>now <00:19:27.780>anything <00:19:27.879>on <00:19:27.980>gen <00:19:28.080>tech <00:19:28.180>outside <00:19:28.280>of <00:19:28.379>playright. <00:19:28.480>It's <00:19:28.580>just <00:19:28.680>too

00:19:29.110 --> 00:19:29.120 align:start position:0%
<00:19:29.110>tech <00:19:29.111>outside <00:19:29.112>of <00:19:29.114>playright. <00:19:29.116>It's <00:19:29.117>just <00:19:29.119>too

00:19:29.120 --> 00:19:30.950 align:start position:0%
<00:19:29.120>tech <00:19:29.219>outside <00:19:29.320>of <00:19:29.419>playright. <00:19:29.520>It's <00:19:29.620>just <00:19:29.719>too <00:19:29.820>big <00:19:29.919>of <00:19:30.020>a <00:19:30.120>hassle. <00:19:30.219>It's <00:19:30.320>also <00:19:30.419>about <00:19:30.520>the

00:19:30.950 --> 00:19:30.960 align:start position:0%
<00:19:30.950>big <00:19:30.951>of <00:19:30.952>a <00:19:30.953>hassle. <00:19:30.955>It's <00:19:30.956>also <00:19:30.957>about <00:19:30.959>the

00:19:30.960 --> 00:19:32.710 align:start position:0%
<00:19:30.960>big <00:19:31.067>of <00:19:31.175>a <00:19:31.283>hassle. <00:19:31.390>It's <00:19:31.498>also <00:19:31.606>about <00:19:31.713>the <00:19:31.821>possibilities <00:19:31.929>it <00:19:32.036>enables, <00:19:32.144>right? <00:19:32.252>I <00:19:32.360>mean

00:19:32.710 --> 00:19:32.720 align:start position:0%
<00:19:32.710>possibilities <00:19:32.711>it <00:19:32.713>enables, <00:19:32.715>right? <00:19:32.717>I <00:19:32.719>mean

00:19:32.720 --> 00:19:34.630 align:start position:0%
<00:19:32.720>possibilities <00:19:32.827>it <00:19:32.935>enables, <00:19:33.043>right? <00:19:33.150>I <00:19:33.258>mean <00:19:33.366>Cypress <00:19:33.473>is <00:19:33.581>also <00:19:33.689>quite <00:19:33.796>good, <00:19:33.904>but <00:19:34.012>if <00:19:34.120>I

00:19:34.630 --> 00:19:34.640 align:start position:0%
<00:19:34.630>Cypress <00:19:34.631>is <00:19:34.632>also <00:19:34.633>quite <00:19:34.635>good, <00:19:34.636>but <00:19:34.637>if <00:19:34.639>I

00:19:34.640 --> 00:19:36.549 align:start position:0%
<00:19:34.640>Cypress <00:19:34.740>is <00:19:34.840>also <00:19:34.940>quite <00:19:35.040>good, <00:19:35.140>but <00:19:35.240>if <00:19:35.340>I <00:19:35.440>need <00:19:35.540>two <00:19:35.640>tabs <00:19:35.740>that <00:19:35.840>becomes <00:19:35.940>annoying <00:19:36.040>or

00:19:36.549 --> 00:19:36.559 align:start position:0%
<00:19:36.549>need <00:19:36.550>two <00:19:36.552>tabs <00:19:36.553>that <00:19:36.555>becomes <00:19:36.556>annoying <00:19:36.558>or

00:19:36.559 --> 00:19:38.950 align:start position:0%
<00:19:36.559>need <00:19:36.658>two <00:19:36.759>tabs <00:19:36.859>that <00:19:36.959>becomes <00:19:37.059>annoying <00:19:37.158>or <00:19:37.259>if <00:19:37.359>I <00:19:37.459>need <00:19:37.559>certain <00:19:37.658>other <00:19:37.759>things, <00:19:37.859>it <00:19:37.959>can

00:19:38.950 --> 00:19:38.960 align:start position:0%
<00:19:38.950>if <00:19:38.951>I <00:19:38.952>need <00:19:38.953>certain <00:19:38.955>other <00:19:38.956>things, <00:19:38.957>it <00:19:38.959>can

00:19:38.960 --> 00:19:41.110 align:start position:0%
<00:19:38.960>if <00:19:39.067>I <00:19:39.175>need <00:19:39.283>certain <00:19:39.390>other <00:19:39.498>things, <00:19:39.606>it <00:19:39.713>can <00:19:39.821>become <00:19:39.929>very <00:19:40.036>annoying. <00:19:40.144>And <00:19:40.252>selenium <00:19:40.360>right

00:19:41.110 --> 00:19:41.120 align:start position:0%
<00:19:41.110>become <00:19:41.111>very <00:19:41.113>annoying. <00:19:41.115>And <00:19:41.117>selenium <00:19:41.119>right

00:19:41.120 --> 00:19:43.270 align:start position:0%
<00:19:41.120>become <00:19:41.227>very <00:19:41.335>annoying. <00:19:41.443>And <00:19:41.550>selenium <00:19:41.658>right <00:19:41.766>now <00:19:41.873>is <00:19:41.981>not <00:19:42.089>even <00:19:42.196>really <00:19:42.304>in <00:19:42.412>the <00:19:42.520>game

00:19:43.270 --> 00:19:43.280 align:start position:0%
<00:19:43.270>now <00:19:43.271>is <00:19:43.272>not <00:19:43.273>even <00:19:43.275>really <00:19:43.276>in <00:19:43.277>the <00:19:43.279>game

00:19:43.280 --> 00:19:45.029 align:start position:0%
<00:19:43.280>now <00:19:43.455>is <00:19:43.629>not <00:19:43.805>even <00:19:43.980>really <00:19:44.155>in <00:19:44.330>the <00:19:44.504>game <00:19:44.680>sadly.

00:19:45.029 --> 00:19:45.039 align:start position:0%
sadly.

00:19:45.039 --> 00:19:46.390 align:start position:0%
<00:19:45.039>sadly. <00:19:45.241>&gt;&gt; <00:19:45.444>It's <00:19:45.646>got <00:19:45.849>a <00:19:46.052>certain <00:19:46.254>vintage.

00:19:46.390 --> 00:19:46.400 align:start position:0%
<00:19:46.390>&gt;&gt; <00:19:46.391>It's <00:19:46.393>got <00:19:46.395>a <00:19:46.397>certain <00:19:46.399>vintage.

00:19:46.400 --> 00:19:48.390 align:start position:0%
<00:19:46.400>&gt;&gt; <00:19:46.575>It's <00:19:46.750>got <00:19:46.925>a <00:19:47.100>certain <00:19:47.275>vintage. <00:19:47.450>&gt;&gt; <00:19:47.625>Yeah. <00:19:47.800>[laughter]

00:19:48.390 --> 00:19:48.400 align:start position:0%
<00:19:48.390>&gt;&gt; <00:19:48.394>Yeah. <00:19:48.399>[laughter]

00:19:48.400 --> 00:19:51.350 align:start position:0%
<00:19:48.400>&gt;&gt; <00:19:48.527>Yeah. <00:19:48.654>[laughter] <00:19:48.781>&gt;&gt; <00:19:48.909>Um. <00:19:49.036>Ah. <00:19:49.163>Okay. <00:19:49.290>All <00:19:49.418>right. <00:19:49.545>I <00:19:49.672>was <00:19:49.800>actually

00:19:51.350 --> 00:19:51.360 align:start position:0%
<00:19:51.350>&gt;&gt; <00:19:51.351>Um. <00:19:51.352>Ah. <00:19:51.353>Okay. <00:19:51.354>All <00:19:51.355>right. <00:19:51.356>I <00:19:51.357>was <00:19:51.359>actually

00:19:51.360 --> 00:19:54.070 align:start position:0%
<00:19:51.360>&gt;&gt; <00:19:51.447>Um. <00:19:51.534>Ah. <00:19:51.622>Okay. <00:19:51.709>All <00:19:51.797>right. <00:19:51.885>I <00:19:51.972>was <00:19:52.060>actually <00:19:52.147>going <00:19:52.235>to <00:19:52.322>ask <00:19:52.409>firstly <00:19:52.497>I <00:19:52.584>had <00:19:52.672>Well, <00:19:52.760>let

00:19:54.070 --> 00:19:54.080 align:start position:0%
<00:19:54.070>going <00:19:54.071>to <00:19:54.072>ask <00:19:54.073>firstly <00:19:54.075>I <00:19:54.076>had <00:19:54.077>Well, <00:19:54.079>let

00:19:54.080 --> 00:19:55.669 align:start position:0%
<00:19:54.080>going <00:19:54.179>to <00:19:54.280>ask <00:19:54.379>firstly <00:19:54.480>I <00:19:54.580>had <00:19:54.679>Well, <00:19:54.780>let <00:19:54.879>we'll <00:19:54.980>we'll <00:19:55.080>figure <00:19:55.179>out <00:19:55.280>how <00:19:55.379>we <00:19:55.480>pronounce

00:19:55.669 --> 00:19:55.679 align:start position:0%
<00:19:55.669>we'll <00:19:55.670>we'll <00:19:55.672>figure <00:19:55.673>out <00:19:55.675>how <00:19:55.676>we <00:19:55.678>pronounce

00:19:55.679 --> 00:19:58.070 align:start position:0%
<00:19:55.679>we'll <00:19:55.779>we'll <00:19:55.879>figure <00:19:55.979>out <00:19:56.079>how <00:19:56.179>we <00:19:56.279>pronounce <00:19:56.379>this <00:19:56.479>word <00:19:56.579>because <00:19:56.679>it's <00:19:56.779>a <00:19:56.879>weird <00:19:56.979>word. <00:19:57.079>Why

00:19:58.070 --> 00:19:58.080 align:start position:0%
<00:19:58.070>this <00:19:58.071>word <00:19:58.072>because <00:19:58.073>it's <00:19:58.075>a <00:19:58.076>weird <00:19:58.077>word. <00:19:58.079>Why

00:19:58.080 --> 00:20:01.350 align:start position:0%
<00:19:58.080>this <00:19:58.207>word <00:19:58.334>because <00:19:58.461>it's <00:19:58.589>a <00:19:58.716>weird <00:19:58.843>word. <00:19:58.970>Why <00:19:59.098>do <00:19:59.225>you <00:19:59.352>use <00:19:59.480>Skyan?

00:20:01.350 --> 00:20:01.360 align:start position:0%
<00:20:01.350>do <00:20:01.352>you <00:20:01.356>use <00:20:01.359>Skyan?

00:20:01.360 --> 00:20:03.270 align:start position:0%
<00:20:01.360>do <00:20:01.476>you <00:20:01.593>use <00:20:01.709>Skyan? <00:20:01.826>&gt;&gt; <00:20:01.943>The <00:20:02.060>only <00:20:02.176>reason <00:20:02.293>I <00:20:02.409>use <00:20:02.526>Skyvern <00:20:02.643>is <00:20:02.760>because

00:20:03.270 --> 00:20:03.280 align:start position:0%
<00:20:03.270>&gt;&gt; <00:20:03.271>The <00:20:03.272>only <00:20:03.273>reason <00:20:03.274>I <00:20:03.275>use <00:20:03.276>Skyvern <00:20:03.277>is <00:20:03.279>because

00:20:03.280 --> 00:20:06.789 align:start position:0%
<00:20:03.280>&gt;&gt; <00:20:03.362>The <00:20:03.444>only <00:20:03.527>reason <00:20:03.609>I <00:20:03.691>use <00:20:03.774>Skyvern <00:20:03.856>is <00:20:03.938>because <00:20:04.021>it's <00:20:04.103>a <00:20:04.185>easy <00:20:04.268>way <00:20:04.350>to <00:20:04.432>show <00:20:04.515>the <00:20:04.597>demo <00:20:04.680>to

00:20:06.789 --> 00:20:06.799 align:start position:0%
<00:20:06.789>it's <00:20:06.790>a <00:20:06.791>easy <00:20:06.792>way <00:20:06.793>to <00:20:06.794>show <00:20:06.795>the <00:20:06.796>demo <00:20:06.798>to

00:20:06.799 --> 00:20:08.710 align:start position:0%
<00:20:06.799>it's <00:20:06.906>a <00:20:07.014>easy <00:20:07.122>way <00:20:07.229>to <00:20:07.337>show <00:20:07.445>the <00:20:07.552>demo <00:20:07.660>to <00:20:07.768>demonstrate <00:20:07.875>that <00:20:07.983>these <00:20:08.091>things <00:20:08.199>actually

00:20:08.710 --> 00:20:08.720 align:start position:0%
<00:20:08.710>demonstrate <00:20:08.712>that <00:20:08.714>these <00:20:08.716>things <00:20:08.719>actually

00:20:08.720 --> 00:20:11.350 align:start position:0%
<00:20:08.720>demonstrate <00:20:08.847>that <00:20:08.974>these <00:20:09.101>things <00:20:09.229>actually <00:20:09.356>work. <00:20:09.483>But <00:20:09.610>fundamentally, <00:20:09.738>I <00:20:09.865>mean, <00:20:09.992>so <00:20:10.120>it's

00:20:11.350 --> 00:20:11.360 align:start position:0%
<00:20:11.350>work. <00:20:11.351>But <00:20:11.352>fundamentally, <00:20:11.354>I <00:20:11.356>mean, <00:20:11.357>so <00:20:11.359>it's

00:20:11.360 --> 00:20:13.350 align:start position:0%
<00:20:11.360>work. <00:20:11.453>But <00:20:11.546>fundamentally, <00:20:11.639>I <00:20:11.733>mean, <00:20:11.826>so <00:20:11.919>it's <00:20:12.013>also <00:20:12.106>open <00:20:12.199>source, <00:20:12.293>so <00:20:12.386>if <00:20:12.479>you <00:20:12.573>want <00:20:12.666>to <00:20:12.760>use

00:20:13.350 --> 00:20:13.360 align:start position:0%
<00:20:13.350>also <00:20:13.351>open <00:20:13.352>source, <00:20:13.353>so <00:20:13.354>if <00:20:13.355>you <00:20:13.356>want <00:20:13.357>to <00:20:13.359>use

00:20:13.360 --> 00:20:15.590 align:start position:0%
<00:20:13.360>also <00:20:13.442>open <00:20:13.524>source, <00:20:13.607>so <00:20:13.689>if <00:20:13.771>you <00:20:13.854>want <00:20:13.936>to <00:20:14.018>use <00:20:14.101>it, <00:20:14.183>you <00:20:14.265>can <00:20:14.348>fork <00:20:14.430>it <00:20:14.512>and <00:20:14.595>do <00:20:14.677>your <00:20:14.760>own

00:20:15.590 --> 00:20:15.600 align:start position:0%
<00:20:15.590>it, <00:20:15.591>you <00:20:15.592>can <00:20:15.593>fork <00:20:15.594>it <00:20:15.595>and <00:20:15.596>do <00:20:15.597>your <00:20:15.599>own

00:20:15.600 --> 00:20:19.270 align:start position:0%
<00:20:15.600>it, <00:20:15.682>you <00:20:15.764>can <00:20:15.847>fork <00:20:15.929>it <00:20:16.011>and <00:20:16.094>do <00:20:16.176>your <00:20:16.258>own <00:20:16.341>thing <00:20:16.423>off <00:20:16.505>of <00:20:16.588>it. <00:20:16.670>Um, <00:20:16.752>I <00:20:16.835>don't <00:20:16.917>remember <00:20:17.000>if

00:20:19.270 --> 00:20:19.280 align:start position:0%
<00:20:19.270>thing <00:20:19.271>off <00:20:19.272>of <00:20:19.273>it. <00:20:19.274>Um, <00:20:19.275>I <00:20:19.276>don't <00:20:19.277>remember <00:20:19.279>if

00:20:19.280 --> 00:20:20.630 align:start position:0%
<00:20:19.280>thing <00:20:19.373>off <00:20:19.466>of <00:20:19.560>it. <00:20:19.653>Um, <00:20:19.747>I <00:20:19.840>don't <00:20:19.934>remember <00:20:20.027>if <00:20:20.121>it's <00:20:20.214>MIT <00:20:20.308>or <00:20:20.401>Apache, <00:20:20.495>but

00:20:20.630 --> 00:20:20.640 align:start position:0%
<00:20:20.630>it's <00:20:20.632>MIT <00:20:20.634>or <00:20:20.636>Apache, <00:20:20.639>but

00:20:20.640 --> 00:20:24.070 align:start position:0%
<00:20:20.640>it's <00:20:20.722>MIT <00:20:20.804>or <00:20:20.887>Apache, <00:20:20.969>but <00:20:21.051>&gt;&gt; <00:20:21.134>is <00:20:21.216>it <00:20:21.298>is <00:20:21.381>it <00:20:21.463>a <00:20:21.545>with <00:20:21.628>the <00:20:21.710>VLM <00:20:21.792>as <00:20:21.875>part <00:20:21.957>of <00:20:22.040>it

00:20:24.070 --> 00:20:24.080 align:start position:0%
<00:20:24.070>&gt;&gt; <00:20:24.070>is <00:20:24.071>it <00:20:24.072>is <00:20:24.072>it <00:20:24.073>a <00:20:24.074>with <00:20:24.075>the <00:20:24.076>VLM <00:20:24.076>as <00:20:24.077>part <00:20:24.078>of <00:20:24.079>it

00:20:24.080 --> 00:20:25.110 align:start position:0%
<00:20:24.080>&gt;&gt; <00:20:24.134>is <00:20:24.189>it <00:20:24.243>is <00:20:24.298>it <00:20:24.352>a <00:20:24.407>with <00:20:24.461>the <00:20:24.516>VLM <00:20:24.570>as <00:20:24.625>part <00:20:24.679>of <00:20:24.734>it <00:20:24.788>or <00:20:24.843>is <00:20:24.897>that <00:20:24.952>a <00:20:25.006>separate

00:20:25.110 --> 00:20:25.120 align:start position:0%
<00:20:25.110>or <00:20:25.112>is <00:20:25.114>that <00:20:25.116>a <00:20:25.119>separate

00:20:25.120 --> 00:20:27.350 align:start position:0%
<00:20:25.120>or <00:20:25.219>is <00:20:25.320>that <00:20:25.419>a <00:20:25.520>separate <00:20:25.620>&gt;&gt; <00:20:25.719>that <00:20:25.820>is <00:20:25.919>a <00:20:26.020>service? <00:20:26.120>So <00:20:26.219>if <00:20:26.320>you <00:20:26.419>want <00:20:26.520>if

00:20:27.350 --> 00:20:27.360 align:start position:0%
<00:20:27.350>&gt;&gt; <00:20:27.351>that <00:20:27.351>is <00:20:27.352>a <00:20:27.353>service? <00:20:27.355>So <00:20:27.356>if <00:20:27.357>you <00:20:27.358>want <00:20:27.359>if

00:20:27.360 --> 00:20:29.750 align:start position:0%
<00:20:27.360>&gt;&gt; <00:20:27.453>that <00:20:27.546>is <00:20:27.639>a <00:20:27.733>service? <00:20:27.826>So <00:20:27.919>if <00:20:28.013>you <00:20:28.106>want <00:20:28.199>if <00:20:28.293>you'd <00:20:28.386>get <00:20:28.479>a <00:20:28.573>cloud <00:20:28.666>subscription <00:20:28.760>to

00:20:29.750 --> 00:20:29.760 align:start position:0%
<00:20:29.750>you'd <00:20:29.751>get <00:20:29.753>a <00:20:29.755>cloud <00:20:29.757>subscription <00:20:29.759>to

00:20:29.760 --> 00:20:32.310 align:start position:0%
<00:20:29.760>you'd <00:20:29.867>get <00:20:29.975>a <00:20:30.083>cloud <00:20:30.190>subscription <00:20:30.298>to <00:20:30.406>Skyvern, <00:20:30.513>do <00:20:30.621>that. <00:20:30.729>I <00:20:30.836>don't <00:20:30.944>think <00:20:31.052>you <00:20:31.160>need

00:20:32.310 --> 00:20:32.320 align:start position:0%
<00:20:32.310>Skyvern, <00:20:32.311>do <00:20:32.312>that. <00:20:32.313>I <00:20:32.315>don't <00:20:32.316>think <00:20:32.317>you <00:20:32.319>need

00:20:32.320 --> 00:20:34.950 align:start position:0%
<00:20:32.320>Skyvern, <00:20:32.427>do <00:20:32.535>that. <00:20:32.643>I <00:20:32.750>don't <00:20:32.858>think <00:20:32.966>you <00:20:33.073>need <00:20:33.181>a <00:20:33.289>cloud <00:20:33.396>subscription <00:20:33.504>to <00:20:33.612>these <00:20:33.720>things.

00:20:34.950 --> 00:20:34.960 align:start position:0%
<00:20:34.950>a <00:20:34.951>cloud <00:20:34.953>subscription <00:20:34.955>to <00:20:34.957>these <00:20:34.959>things.

00:20:34.960 --> 00:20:37.190 align:start position:0%
<00:20:34.960>a <00:20:35.160>cloud <00:20:35.360>subscription <00:20:35.560>to <00:20:35.760>these <00:20:35.960>things. <00:20:36.160>You <00:20:36.360>can

00:20:37.190 --> 00:20:37.200 align:start position:0%
<00:20:37.190>You <00:20:37.199>can

00:20:37.200 --> 00:20:39.990 align:start position:0%
<00:20:37.200>You <00:20:37.375>can <00:20:37.550>you <00:20:37.725>can <00:20:37.900>do <00:20:38.075>something <00:20:38.250>like <00:20:38.425>quen <00:20:38.600>27b

00:20:39.990 --> 00:20:40.000 align:start position:0%
<00:20:39.990>you <00:20:39.991>can <00:20:39.993>do <00:20:39.994>something <00:20:39.996>like <00:20:39.997>quen <00:20:39.999>27b

00:20:40.000 --> 00:20:41.990 align:start position:0%
<00:20:40.000>you <00:20:40.107>can <00:20:40.215>do <00:20:40.323>something <00:20:40.430>like <00:20:40.538>quen <00:20:40.646>27b <00:20:40.753>locally <00:20:40.861>on <00:20:40.969>many <00:20:41.076>machines <00:20:41.184>and <00:20:41.292>that <00:20:41.400>should

00:20:41.990 --> 00:20:42.000 align:start position:0%
<00:20:41.990>locally <00:20:41.991>on <00:20:41.993>many <00:20:41.994>machines <00:20:41.996>and <00:20:41.997>that <00:20:41.999>should

00:20:42.000 --> 00:20:44.070 align:start position:0%
<00:20:42.000>locally <00:20:42.107>on <00:20:42.215>many <00:20:42.323>machines <00:20:42.430>and <00:20:42.538>that <00:20:42.646>should <00:20:42.753>be <00:20:42.861>stable <00:20:42.969>enough <00:20:43.076>to <00:20:43.184>run <00:20:43.292>this. <00:20:43.400>It's

00:20:44.070 --> 00:20:44.080 align:start position:0%
<00:20:44.070>be <00:20:44.071>stable <00:20:44.072>enough <00:20:44.074>to <00:20:44.076>run <00:20:44.077>this. <00:20:44.079>It's

00:20:44.080 --> 00:20:46.390 align:start position:0%
<00:20:44.080>be <00:20:44.179>stable <00:20:44.280>enough <00:20:44.379>to <00:20:44.480>run <00:20:44.580>this. <00:20:44.679>It's <00:20:44.780>slower <00:20:44.879>but <00:20:44.980>it <00:20:45.080>should <00:20:45.179>be <00:20:45.280>stable <00:20:45.379>enough <00:20:45.480>to

00:20:46.390 --> 00:20:46.400 align:start position:0%
<00:20:46.390>slower <00:20:46.391>but <00:20:46.392>it <00:20:46.393>should <00:20:46.395>be <00:20:46.396>stable <00:20:46.397>enough <00:20:46.399>to

00:20:46.400 --> 00:20:49.669 align:start position:0%
<00:20:46.400>slower <00:20:46.540>but <00:20:46.680>it <00:20:46.820>should <00:20:46.960>be <00:20:47.100>stable <00:20:47.240>enough <00:20:47.380>to <00:20:47.520>run <00:20:47.660>this <00:20:47.800>consistently.

00:20:49.669 --> 00:20:49.679 align:start position:0%
<00:20:49.669>run <00:20:49.673>this <00:20:49.678>consistently.

00:20:49.679 --> 00:20:51.590 align:start position:0%
<00:20:49.679>run <00:20:49.854>this <00:20:50.029>consistently. <00:20:50.204>I <00:20:50.379>also <00:20:50.554>would <00:20:50.729>not <00:20:50.904>recommend <00:20:51.079>vendor

00:20:51.590 --> 00:20:51.600 align:start position:0%
<00:20:51.590>I <00:20:51.591>also <00:20:51.593>would <00:20:51.595>not <00:20:51.597>recommend <00:20:51.599>vendor

00:20:51.600 --> 00:20:53.430 align:start position:0%
<00:20:51.600>I <00:20:51.740>also <00:20:51.879>would <00:20:52.020>not <00:20:52.159>recommend <00:20:52.300>vendor <00:20:52.439>lockin. <00:20:52.580>So <00:20:52.719>my <00:20:52.860>view <00:20:53.000>is

00:20:53.430 --> 00:20:53.440 align:start position:0%
<00:20:53.430>lockin. <00:20:53.432>So <00:20:53.434>my <00:20:53.436>view <00:20:53.439>is

00:20:53.440 --> 00:20:54.870 align:start position:0%
<00:20:53.440>lockin. <00:20:53.539>So <00:20:53.638>my <00:20:53.737>view <00:20:53.836>is <00:20:53.935>&gt;&gt; <00:20:54.033>this <00:20:54.133>is <00:20:54.232>why <00:20:54.331>I <00:20:54.429>was <00:20:54.529>asking <00:20:54.628>about <00:20:54.726>playright

00:20:54.870 --> 00:20:54.880 align:start position:0%
<00:20:54.870>&gt;&gt; <00:20:54.871>this <00:20:54.872>is <00:20:54.873>why <00:20:54.874>I <00:20:54.875>was <00:20:54.876>asking <00:20:54.877>about <00:20:54.879>playright

00:20:54.880 --> 00:20:55.750 align:start position:0%
<00:20:54.880>&gt;&gt; <00:20:54.951>this <00:20:55.022>is <00:20:55.093>why <00:20:55.164>I <00:20:55.235>was <00:20:55.307>asking <00:20:55.378>about <00:20:55.449>playright <00:20:55.520>in <00:20:55.591>some <00:20:55.663>respect.

00:20:55.750 --> 00:20:55.760 align:start position:0%
<00:20:55.750>in <00:20:55.754>some <00:20:55.759>respect.

00:20:55.760 --> 00:20:58.230 align:start position:0%
<00:20:55.760>in <00:20:55.887>some <00:20:56.014>respect. <00:20:56.141>&gt;&gt; <00:20:56.269>Yeah. <00:20:56.396>Yeah. <00:20:56.523>Yeah. <00:20:56.650>The <00:20:56.778>the <00:20:56.905>the <00:20:57.032>problem <00:20:57.160>is

00:20:58.230 --> 00:20:58.240 align:start position:0%
<00:20:58.230>&gt;&gt; <00:20:58.231>Yeah. <00:20:58.232>Yeah. <00:20:58.233>Yeah. <00:20:58.234>The <00:20:58.235>the <00:20:58.236>the <00:20:58.237>problem <00:20:58.239>is

00:20:58.240 --> 00:21:01.830 align:start position:0%
<00:20:58.240>&gt;&gt; <00:20:58.327>Yeah. <00:20:58.415>Yeah. <00:20:58.502>Yeah. <00:20:58.590>The <00:20:58.677>the <00:20:58.765>the <00:20:58.852>problem <00:20:58.940>is <00:20:59.027>we <00:20:59.115>don't <00:20:59.202>have <00:20:59.290>a <00:20:59.377>really <00:20:59.465>good <00:20:59.552>non- <00:20:59.640>vendor

00:21:01.830 --> 00:21:01.840 align:start position:0%
<00:21:01.830>we <00:21:01.831>don't <00:21:01.832>have <00:21:01.833>a <00:21:01.835>really <00:21:01.836>good <00:21:01.837>non- <00:21:01.839>vendor

00:21:01.840 --> 00:21:04.789 align:start position:0%
<00:21:01.840>we <00:21:01.956>don't <00:21:02.073>have <00:21:02.189>a <00:21:02.306>really <00:21:02.423>good <00:21:02.540>non- <00:21:02.656>vendor <00:21:02.773>locking <00:21:02.889>solution <00:21:03.006>for <00:21:03.123>playright. <00:21:03.240>Right

00:21:04.789 --> 00:21:04.799 align:start position:0%
<00:21:04.789>locking <00:21:04.791>solution <00:21:04.793>for <00:21:04.795>playright. <00:21:04.798>Right

00:21:04.799 --> 00:21:06.950 align:start position:0%
<00:21:04.799>locking <00:21:04.899>solution <00:21:04.999>for <00:21:05.099>playright. <00:21:05.199>Right <00:21:05.299>now <00:21:05.399>it <00:21:05.499>it <00:21:05.599>is <00:21:05.699>at <00:21:05.799>the <00:21:05.899>top <00:21:05.999>of <00:21:06.099>the <00:21:06.199>market.

00:21:06.950 --> 00:21:06.960 align:start position:0%
<00:21:06.950>now <00:21:06.951>it <00:21:06.952>it <00:21:06.953>is <00:21:06.954>at <00:21:06.955>the <00:21:06.956>top <00:21:06.957>of <00:21:06.958>the <00:21:06.959>market.

00:21:06.960 --> 00:21:08.710 align:start position:0%
<00:21:06.960>now <00:21:07.037>it <00:21:07.115>it <00:21:07.193>is <00:21:07.271>at <00:21:07.348>the <00:21:07.426>top <00:21:07.504>of <00:21:07.582>the <00:21:07.660>market. <00:21:07.737>you <00:21:07.815>code. <00:21:07.893>I <00:21:07.971>mean <00:21:08.048>you <00:21:08.126>could <00:21:08.204>of <00:21:08.282>course <00:21:08.360>you

00:21:08.710 --> 00:21:08.720 align:start position:0%
<00:21:08.710>you <00:21:08.711>code. <00:21:08.712>I <00:21:08.713>mean <00:21:08.714>you <00:21:08.715>could <00:21:08.716>of <00:21:08.717>course <00:21:08.719>you

00:21:08.720 --> 00:21:10.549 align:start position:0%
<00:21:08.720>you <00:21:08.827>code. <00:21:08.935>I <00:21:09.043>mean <00:21:09.150>you <00:21:09.258>could <00:21:09.366>of <00:21:09.473>course <00:21:09.581>you <00:21:09.689>know <00:21:09.796>start <00:21:09.904>from <00:21:10.012>scratch <00:21:10.120>building

00:21:10.549 --> 00:21:10.559 align:start position:0%
<00:21:10.549>know <00:21:10.551>start <00:21:10.553>from <00:21:10.555>scratch <00:21:10.558>building

00:21:10.559 --> 00:21:12.950 align:start position:0%
<00:21:10.559>know <00:21:10.699>start <00:21:10.839>from <00:21:10.979>scratch <00:21:11.119>building <00:21:11.259>everything <00:21:11.399>that <00:21:11.539>playright <00:21:11.678>has <00:21:11.819>but <00:21:11.959>the

00:21:12.950 --> 00:21:12.960 align:start position:0%
<00:21:12.950>everything <00:21:12.951>that <00:21:12.953>playright <00:21:12.955>has <00:21:12.957>but <00:21:12.959>the

00:21:12.960 --> 00:21:14.310 align:start position:0%
<00:21:12.960>everything <00:21:13.061>that <00:21:13.162>playright <00:21:13.263>has <00:21:13.365>but <00:21:13.466>the <00:21:13.567>way <00:21:13.668>you <00:21:13.770>do <00:21:13.871>it <00:21:13.972>normally <00:21:14.073>in <00:21:14.175>test

00:21:14.310 --> 00:21:14.320 align:start position:0%
<00:21:14.310>way <00:21:14.311>you <00:21:14.312>do <00:21:14.314>it <00:21:14.316>normally <00:21:14.317>in <00:21:14.319>test

00:21:14.320 --> 00:21:16.070 align:start position:0%
<00:21:14.320>way <00:21:14.436>you <00:21:14.553>do <00:21:14.669>it <00:21:14.786>normally <00:21:14.903>in <00:21:15.020>test <00:21:15.136>automation <00:21:15.253>is <00:21:15.370>you <00:21:15.486>write <00:21:15.603>an <00:21:15.720>abstraction

00:21:16.070 --> 00:21:16.080 align:start position:0%
<00:21:16.070>automation <00:21:16.071>is <00:21:16.073>you <00:21:16.075>write <00:21:16.077>an <00:21:16.079>abstraction

00:21:16.080 --> 00:21:18.390 align:start position:0%
<00:21:16.080>automation <00:21:16.196>is <00:21:16.313>you <00:21:16.429>write <00:21:16.546>an <00:21:16.663>abstraction <00:21:16.780>layer <00:21:16.896>[snorts] <00:21:17.013>and <00:21:17.129>that <00:21:17.246>way <00:21:17.363>you <00:21:17.480>can

00:21:18.390 --> 00:21:18.400 align:start position:0%
<00:21:18.390>layer <00:21:18.391>[snorts] <00:21:18.393>and <00:21:18.394>that <00:21:18.396>way <00:21:18.397>you <00:21:18.399>can

00:21:18.400 --> 00:21:20.549 align:start position:0%
<00:21:18.400>layer <00:21:18.527>[snorts] <00:21:18.654>and <00:21:18.781>that <00:21:18.909>way <00:21:19.036>you <00:21:19.163>can <00:21:19.290>exchange <00:21:19.418>whatever <00:21:19.545>framework <00:21:19.672>you <00:21:19.800>have

00:21:20.549 --> 00:21:20.559 align:start position:0%
<00:21:20.549>exchange <00:21:20.551>whatever <00:21:20.553>framework <00:21:20.555>you <00:21:20.558>have

00:21:20.559 --> 00:21:22.870 align:start position:0%
<00:21:20.559>exchange <00:21:20.675>whatever <00:21:20.792>framework <00:21:20.908>you <00:21:21.025>have <00:21:21.142>right <00:21:21.259>so <00:21:21.375>instead <00:21:21.492>of <00:21:21.609>using <00:21:21.725>the <00:21:21.842>page <00:21:21.959>click

00:21:22.870 --> 00:21:22.880 align:start position:0%
<00:21:22.870>right <00:21:22.871>so <00:21:22.872>instead <00:21:22.873>of <00:21:22.875>using <00:21:22.876>the <00:21:22.877>page <00:21:22.879>click

00:21:22.880 --> 00:21:24.310 align:start position:0%
<00:21:22.880>right <00:21:22.965>so <00:21:23.051>instead <00:21:23.137>of <00:21:23.223>using <00:21:23.309>the <00:21:23.394>page <00:21:23.480>click <00:21:23.566>from <00:21:23.652>playright <00:21:23.738>I <00:21:23.823>can <00:21:23.909>use <00:21:23.995>it <00:21:24.081>now <00:21:24.167>from

00:21:24.310 --> 00:21:24.320 align:start position:0%
<00:21:24.310>from <00:21:24.311>playright <00:21:24.312>I <00:21:24.313>can <00:21:24.315>use <00:21:24.316>it <00:21:24.317>now <00:21:24.319>from

00:21:24.320 --> 00:21:27.669 align:start position:0%
<00:21:24.320>from <00:21:24.413>playright <00:21:24.506>I <00:21:24.600>can <00:21:24.693>use <00:21:24.786>it <00:21:24.879>now <00:21:24.973>from <00:21:25.066>selenium <00:21:25.159>well <00:21:25.253>we're <00:21:25.346>not <00:21:25.439>going <00:21:25.533>to <00:21:25.626>do <00:21:25.720>that

00:21:27.669 --> 00:21:27.679 align:start position:0%
<00:21:27.669>selenium <00:21:27.670>well <00:21:27.671>we're <00:21:27.672>not <00:21:27.674>going <00:21:27.675>to <00:21:27.676>do <00:21:27.678>that

00:21:27.679 --> 00:21:30.870 align:start position:0%
<00:21:27.679>selenium <00:21:27.786>well <00:21:27.894>we're <00:21:28.002>not <00:21:28.109>going <00:21:28.217>to <00:21:28.325>do <00:21:28.432>that <00:21:28.540>anymore <00:21:28.648>which <00:21:28.755>but <00:21:28.863>we'll <00:21:28.971>have <00:21:29.079>the

00:21:30.870 --> 00:21:30.880 align:start position:0%
<00:21:30.870>anymore <00:21:30.871>which <00:21:30.873>but <00:21:30.875>we'll <00:21:30.877>have <00:21:30.879>the

00:21:30.880 --> 00:21:32.950 align:start position:0%
<00:21:30.880>anymore <00:21:30.987>which <00:21:31.095>but <00:21:31.203>we'll <00:21:31.310>have <00:21:31.418>the <00:21:31.526>framework <00:21:31.633>for <00:21:31.741>the <00:21:31.849>agent <00:21:31.956>where <00:21:32.064>we <00:21:32.172>need <00:21:32.280>to

00:21:32.950 --> 00:21:32.960 align:start position:0%
<00:21:32.950>framework <00:21:32.951>for <00:21:32.952>the <00:21:32.953>agent <00:21:32.955>where <00:21:32.956>we <00:21:32.957>need <00:21:32.959>to

00:21:32.960 --> 00:21:36.149 align:start position:0%
<00:21:32.960>framework <00:21:33.053>for <00:21:33.146>the <00:21:33.240>agent <00:21:33.333>where <00:21:33.426>we <00:21:33.520>need <00:21:33.613>to <00:21:33.706>make <00:21:33.800>that <00:21:33.893>accessible <00:21:33.986>to <00:21:34.080>to <00:21:34.173>change <00:21:34.266>so <00:21:34.360>we

00:21:36.149 --> 00:21:36.159 align:start position:0%
<00:21:36.149>make <00:21:36.150>that <00:21:36.151>accessible <00:21:36.152>to <00:21:36.154>to <00:21:36.155>change <00:21:36.156>so <00:21:36.158>we

00:21:36.159 --> 00:21:37.990 align:start position:0%
<00:21:36.159>make <00:21:36.252>that <00:21:36.345>accessible <00:21:36.439>to <00:21:36.532>to <00:21:36.625>change <00:21:36.719>so <00:21:36.812>we <00:21:36.905>don't <00:21:36.999>end <00:21:37.092>with <00:21:37.185>the <00:21:37.279>vendor <00:21:37.372>lock <00:21:37.465>in <00:21:37.559>but

00:21:37.990 --> 00:21:38.000 align:start position:0%
<00:21:37.990>don't <00:21:37.991>end <00:21:37.992>with <00:21:37.993>the <00:21:37.995>vendor <00:21:37.996>lock <00:21:37.997>in <00:21:37.999>but

00:21:38.000 --> 00:21:40.070 align:start position:0%
<00:21:38.000>don't <00:21:38.093>end <00:21:38.186>with <00:21:38.280>the <00:21:38.373>vendor <00:21:38.466>lock <00:21:38.560>in <00:21:38.653>but <00:21:38.746>you <00:21:38.840>need <00:21:38.933>to <00:21:39.026>expect <00:21:39.120>the <00:21:39.213>cost <00:21:39.306>of <00:21:39.400>changing

00:21:40.070 --> 00:21:40.080 align:start position:0%
<00:21:40.070>you <00:21:40.071>need <00:21:40.072>to <00:21:40.073>expect <00:21:40.075>the <00:21:40.076>cost <00:21:40.077>of <00:21:40.079>changing

00:21:40.080 --> 00:21:42.230 align:start position:0%
<00:21:40.080>you <00:21:40.187>need <00:21:40.295>to <00:21:40.403>expect <00:21:40.510>the <00:21:40.618>cost <00:21:40.726>of <00:21:40.833>changing <00:21:40.941>the <00:21:41.049>fundamental <00:21:41.156>framework <00:21:41.264>if <00:21:41.372>you <00:21:41.480>want

00:21:42.230 --> 00:21:42.240 align:start position:0%
<00:21:42.230>the <00:21:42.231>fundamental <00:21:42.233>framework <00:21:42.235>if <00:21:42.237>you <00:21:42.239>want

00:21:42.240 --> 00:21:43.430 align:start position:0%
<00:21:42.240>the <00:21:42.359>fundamental <00:21:42.478>framework <00:21:42.597>if <00:21:42.716>you <00:21:42.835>want <00:21:42.954>later <00:21:43.073>down <00:21:43.192>the <00:21:43.311>line

00:21:43.430 --> 00:21:43.440 align:start position:0%
<00:21:43.430>later <00:21:43.433>down <00:21:43.436>the <00:21:43.439>line

00:21:43.440 --> 00:21:45.590 align:start position:0%
<00:21:43.440>later <00:21:43.540>down <00:21:43.640>the <00:21:43.740>line <00:21:43.840>&gt;&gt; <00:21:43.940>on <00:21:44.040>that <00:21:44.140>have <00:21:44.240>you <00:21:44.340>had <00:21:44.440>a <00:21:44.540>look <00:21:44.640>at <00:21:44.740>or <00:21:44.840>have

00:21:45.590 --> 00:21:45.600 align:start position:0%
<00:21:45.590>&gt;&gt; <00:21:45.590>on <00:21:45.591>that <00:21:45.592>have <00:21:45.593>you <00:21:45.594>had <00:21:45.595>a <00:21:45.596>look <00:21:45.597>at <00:21:45.598>or <00:21:45.599>have

00:21:45.600 --> 00:21:49.270 align:start position:0%
<00:21:45.600>&gt;&gt; <00:21:45.677>on <00:21:45.755>that <00:21:45.833>have <00:21:45.911>you <00:21:45.988>had <00:21:46.066>a <00:21:46.144>look <00:21:46.222>at <00:21:46.300>or <00:21:46.377>have <00:21:46.455>you <00:21:46.533>heard <00:21:46.611>of <00:21:46.688>or <00:21:46.766>have <00:21:46.844>you <00:21:46.922>tried <00:21:47.000>Helenium

00:21:49.270 --> 00:21:49.280 align:start position:0%
<00:21:49.270>you <00:21:49.271>heard <00:21:49.272>of <00:21:49.273>or <00:21:49.275>have <00:21:49.276>you <00:21:49.277>tried <00:21:49.279>Helenium

00:21:49.280 --> 00:21:53.110 align:start position:0%
<00:21:49.280>you <00:21:49.362>heard <00:21:49.444>of <00:21:49.527>or <00:21:49.609>have <00:21:49.691>you <00:21:49.774>tried <00:21:49.856>Helenium <00:21:49.938>&gt;&gt; <00:21:50.021>I <00:21:50.103>have <00:21:50.185>tried <00:21:50.268>Helenium <00:21:50.350>I <00:21:50.432>do <00:21:50.515>not <00:21:50.597>like <00:21:50.680>this

00:21:53.110 --> 00:21:53.120 align:start position:0%
<00:21:53.110>&gt;&gt; <00:21:53.110>I <00:21:53.111>have <00:21:53.112>tried <00:21:53.113>Helenium <00:21:53.114>I <00:21:53.116>do <00:21:53.117>not <00:21:53.118>like <00:21:53.119>this

00:21:53.120 --> 00:21:55.510 align:start position:0%
<00:21:53.120>&gt;&gt; <00:21:53.202>I <00:21:53.284>have <00:21:53.367>tried <00:21:53.449>Helenium <00:21:53.531>I <00:21:53.614>do <00:21:53.696>not <00:21:53.778>like <00:21:53.861>this <00:21:53.943>is <00:21:54.025>a <00:21:54.108>personal <00:21:54.190>opinion <00:21:54.272>it <00:21:54.355>is <00:21:54.437>not <00:21:54.520>really

00:21:55.510 --> 00:21:55.520 align:start position:0%
<00:21:55.510>is <00:21:55.511>a <00:21:55.512>personal <00:21:55.513>opinion <00:21:55.515>it <00:21:55.516>is <00:21:55.517>not <00:21:55.519>really

00:21:55.520 --> 00:21:59.590 align:start position:0%
<00:21:55.520>is <00:21:55.620>a <00:21:55.720>personal <00:21:55.820>opinion <00:21:55.920>it <00:21:56.020>is <00:21:56.120>not <00:21:56.220>really <00:21:56.320>agentic <00:21:56.420>it <00:21:56.520>is <00:21:56.620>it <00:21:56.720>does <00:21:56.820>some <00:21:56.920>nice

00:21:59.590 --> 00:21:59.600 align:start position:0%
<00:21:59.590>agentic <00:21:59.591>it <00:21:59.592>is <00:21:59.594>it <00:21:59.596>does <00:21:59.597>some <00:21:59.599>nice

00:21:59.600 --> 00:22:03.909 align:start position:0%
<00:21:59.600>agentic <00:21:59.699>it <00:21:59.800>is <00:21:59.899>it <00:22:00.000>does <00:22:00.100>some <00:22:00.199>nice <00:22:00.300>additional <00:22:00.399>things <00:22:00.500>but <00:22:00.600>what <00:22:00.699>I <00:22:00.800>if <00:22:00.899>if <00:22:01.000>we

00:22:03.909 --> 00:22:03.919 align:start position:0%
<00:22:03.909>additional <00:22:03.910>things <00:22:03.911>but <00:22:03.912>what <00:22:03.914>I <00:22:03.915>if <00:22:03.916>if <00:22:03.918>we

00:22:03.919 --> 00:22:06.470 align:start position:0%
<00:22:03.919>additional <00:22:04.012>things <00:22:04.105>but <00:22:04.199>what <00:22:04.292>I <00:22:04.385>if <00:22:04.479>if <00:22:04.572>we <00:22:04.665>look <00:22:04.759>at <00:22:04.852>where <00:22:04.945>the <00:22:05.039>industry <00:22:05.132>said <00:22:05.225>and <00:22:05.319>we

00:22:06.470 --> 00:22:06.480 align:start position:0%
<00:22:06.470>look <00:22:06.471>at <00:22:06.472>where <00:22:06.473>the <00:22:06.475>industry <00:22:06.476>said <00:22:06.477>and <00:22:06.479>we

00:22:06.480 --> 00:22:08.070 align:start position:0%
<00:22:06.480>look <00:22:06.580>at <00:22:06.680>where <00:22:06.780>the <00:22:06.880>industry <00:22:06.980>said <00:22:07.080>and <00:22:07.180>we <00:22:07.280>look <00:22:07.380>at <00:22:07.480>the <00:22:07.580>trajectory <00:22:07.680>of <00:22:07.780>computer <00:22:07.880>and

00:22:08.070 --> 00:22:08.080 align:start position:0%
<00:22:08.070>look <00:22:08.071>at <00:22:08.072>the <00:22:08.074>trajectory <00:22:08.076>of <00:22:08.077>computer <00:22:08.079>and

00:22:08.080 --> 00:22:10.870 align:start position:0%
<00:22:08.080>look <00:22:08.179>at <00:22:08.280>the <00:22:08.379>trajectory <00:22:08.480>of <00:22:08.580>computer <00:22:08.679>and <00:22:08.780>look <00:22:08.879>we <00:22:08.980>already <00:22:09.080>have <00:22:09.179>laptops <00:22:09.280>at <00:22:09.379>128 <00:22:09.480>bill

00:22:10.870 --> 00:22:10.880 align:start position:0%
<00:22:10.870>look <00:22:10.871>we <00:22:10.872>already <00:22:10.873>have <00:22:10.875>laptops <00:22:10.876>at <00:22:10.877>128 <00:22:10.879>bill

00:22:10.880 --> 00:22:13.750 align:start position:0%
<00:22:10.880>look <00:22:10.973>we <00:22:11.066>already <00:22:11.160>have <00:22:11.253>laptops <00:22:11.346>at <00:22:11.440>128 <00:22:11.533>bill <00:22:11.626>B <00:22:11.720>that <00:22:11.813>are <00:22:11.906>not <00:22:12.000>much <00:22:12.093>more <00:22:12.186>expensive <00:22:12.280>than

00:22:13.750 --> 00:22:13.760 align:start position:0%
<00:22:13.750>B <00:22:13.751>that <00:22:13.752>are <00:22:13.753>not <00:22:13.755>much <00:22:13.756>more <00:22:13.757>expensive <00:22:13.759>than

00:22:13.760 --> 00:22:15.110 align:start position:0%
<00:22:13.760>B <00:22:13.846>that <00:22:13.933>are <00:22:14.020>not <00:22:14.107>much <00:22:14.193>more <00:22:14.280>expensive <00:22:14.367>than <00:22:14.454>&gt;&gt; <00:22:14.541>well <00:22:14.627>they <00:22:14.714>are <00:22:14.801>now <00:22:14.888>but <00:22:14.975>yes

00:22:15.110 --> 00:22:15.120 align:start position:0%
<00:22:15.110>&gt;&gt; <00:22:15.111>well <00:22:15.112>they <00:22:15.114>are <00:22:15.116>now <00:22:15.117>but <00:22:15.119>yes

00:22:15.120 --> 00:22:17.110 align:start position:0%
<00:22:15.120>&gt;&gt; <00:22:15.213>well <00:22:15.306>they <00:22:15.399>are <00:22:15.493>now <00:22:15.586>but <00:22:15.679>yes <00:22:15.773>&gt;&gt; <00:22:15.866>yeah <00:22:15.959>yeah <00:22:16.053>[laughter] <00:22:16.146>but <00:22:16.239>I <00:22:16.333>you <00:22:16.426>can <00:22:16.520>get

00:22:17.110 --> 00:22:17.120 align:start position:0%
<00:22:17.110>&gt;&gt; <00:22:17.111>yeah <00:22:17.112>yeah <00:22:17.113>[laughter] <00:22:17.114>but <00:22:17.115>I <00:22:17.116>you <00:22:17.117>can <00:22:17.119>get

00:22:17.120 --> 00:22:20.789 align:start position:0%
<00:22:17.120>&gt;&gt; <00:22:17.207>yeah <00:22:17.294>yeah <00:22:17.382>[laughter] <00:22:17.469>but <00:22:17.557>I <00:22:17.645>you <00:22:17.732>can <00:22:17.820>get <00:22:17.907>the <00:22:17.995>GMT <00:22:18.082>tech <00:22:18.169>small <00:22:18.257>machine <00:22:18.344>128 <00:22:18.432>B <00:22:18.520>AMD

00:22:20.789 --> 00:22:20.799 align:start position:0%
<00:22:20.789>the <00:22:20.790>GMT <00:22:20.791>tech <00:22:20.792>small <00:22:20.794>machine <00:22:20.795>128 <00:22:20.796>B <00:22:20.798>AMD

00:22:20.799 --> 00:22:25.510 align:start position:0%
<00:22:20.799>the <00:22:20.899>GMT <00:22:20.999>tech <00:22:21.099>small <00:22:21.199>machine <00:22:21.299>128 <00:22:21.399>B <00:22:21.499>AMD <00:22:21.599>it's <00:22:21.699>€3,000 <00:22:21.799>a <00:22:21.899>normal <00:22:21.999>uh <00:22:22.099>enterprise <00:22:22.199>class

00:22:25.510 --> 00:22:25.520 align:start position:0%
<00:22:25.510>it's <00:22:25.511>€3,000 <00:22:25.513>a <00:22:25.514>normal <00:22:25.516>uh <00:22:25.517>enterprise <00:22:25.519>class

00:22:25.520 --> 00:22:28.630 align:start position:0%
<00:22:25.520>it's <00:22:25.620>€3,000 <00:22:25.720>a <00:22:25.820>normal <00:22:25.920>uh <00:22:26.020>enterprise <00:22:26.120>class <00:22:26.220>laptop <00:22:26.320>is <00:22:26.420>at <00:22:26.520>least <00:22:26.620>€1,500 <00:22:26.720>right <00:22:26.820>so <00:22:26.920>it's

00:22:28.630 --> 00:22:28.640 align:start position:0%
<00:22:28.630>laptop <00:22:28.631>is <00:22:28.632>at <00:22:28.633>least <00:22:28.635>€1,500 <00:22:28.636>right <00:22:28.637>so <00:22:28.639>it's

00:22:28.640 --> 00:22:31.270 align:start position:0%
<00:22:28.640>laptop <00:22:28.733>is <00:22:28.826>at <00:22:28.920>least <00:22:29.013>€1,500 <00:22:29.106>right <00:22:29.200>so <00:22:29.293>it's <00:22:29.386>double <00:22:29.480>the <00:22:29.573>cost <00:22:29.666>but <00:22:29.760>you <00:22:29.853>get <00:22:29.946>free <00:22:30.040>agentic

00:22:31.270 --> 00:22:31.280 align:start position:0%
<00:22:31.270>double <00:22:31.271>the <00:22:31.272>cost <00:22:31.273>but <00:22:31.275>you <00:22:31.276>get <00:22:31.277>free <00:22:31.279>agentic

00:22:31.280 --> 00:22:34.789 align:start position:0%
<00:22:31.280>double <00:22:31.373>the <00:22:31.466>cost <00:22:31.560>but <00:22:31.653>you <00:22:31.746>get <00:22:31.840>free <00:22:31.933>agentic <00:22:32.026>work <00:22:32.120>for <00:22:32.213>the <00:22:32.306>lifetime <00:22:32.399>of <00:22:32.493>the <00:22:32.586>machine <00:22:32.680>so

00:22:34.789 --> 00:22:34.799 align:start position:0%
<00:22:34.789>work <00:22:34.790>for <00:22:34.791>the <00:22:34.792>lifetime <00:22:34.794>of <00:22:34.795>the <00:22:34.796>machine <00:22:34.798>so

00:22:34.799 --> 00:22:36.549 align:start position:0%
<00:22:34.799>work <00:22:34.886>for <00:22:34.974>the <00:22:35.061>lifetime <00:22:35.149>of <00:22:35.236>the <00:22:35.324>machine <00:22:35.411>so <00:22:35.499>you <00:22:35.586>you <00:22:35.674>Now <00:22:35.761>I <00:22:35.849>think <00:22:35.936>that <00:22:36.024>we <00:22:36.111>are <00:22:36.199>getting

00:22:36.549 --> 00:22:36.559 align:start position:0%
<00:22:36.549>you <00:22:36.550>you <00:22:36.551>Now <00:22:36.552>I <00:22:36.553>think <00:22:36.554>that <00:22:36.555>we <00:22:36.556>are <00:22:36.558>getting

00:22:36.559 --> 00:22:38.470 align:start position:0%
<00:22:36.559>you <00:22:36.646>you <00:22:36.734>Now <00:22:36.821>I <00:22:36.908>think <00:22:36.996>that <00:22:37.084>we <00:22:37.171>are <00:22:37.259>getting <00:22:37.346>at <00:22:37.434>the <00:22:37.521>point <00:22:37.609>where <00:22:37.696>the <00:22:37.783>cost <00:22:37.871>is <00:22:37.959>starting

00:22:38.470 --> 00:22:38.480 align:start position:0%
<00:22:38.470>at <00:22:38.471>the <00:22:38.472>point <00:22:38.473>where <00:22:38.475>the <00:22:38.476>cost <00:22:38.477>is <00:22:38.479>starting

00:22:38.480 --> 00:22:41.590 align:start position:0%
<00:22:38.480>at <00:22:38.562>the <00:22:38.644>point <00:22:38.727>where <00:22:38.809>the <00:22:38.891>cost <00:22:38.974>is <00:22:39.056>starting <00:22:39.138>to <00:22:39.221>make <00:22:39.303>sense <00:22:39.385>to <00:22:39.468>be <00:22:39.550>more <00:22:39.632>agent <00:22:39.715>and <00:22:39.797>to <00:22:39.880>be

00:22:41.590 --> 00:22:41.600 align:start position:0%
<00:22:41.590>to <00:22:41.591>make <00:22:41.591>sense <00:22:41.592>to <00:22:41.593>be <00:22:41.594>more <00:22:41.596>agent <00:22:41.597>and <00:22:41.598>to <00:22:41.599>be

00:22:41.600 --> 00:22:43.669 align:start position:0%
<00:22:41.600>to <00:22:41.727>make <00:22:41.854>sense <00:22:41.981>to <00:22:42.109>be <00:22:42.236>more <00:22:42.363>agent <00:22:42.490>and <00:22:42.618>to <00:22:42.745>be <00:22:42.872>locally <00:22:43.000>deployed.

00:22:43.669 --> 00:22:43.679 align:start position:0%
<00:22:43.669>locally <00:22:43.678>deployed.

00:22:43.679 --> 00:22:45.190 align:start position:0%
<00:22:43.679>locally <00:22:43.814>deployed. <00:22:43.950>I <00:22:44.086>think <00:22:44.222>we <00:22:44.358>have <00:22:44.494>a <00:22:44.630>question <00:22:44.766>here <00:22:44.902>from <00:22:45.038>a

00:22:45.190 --> 00:22:45.200 align:start position:0%
<00:22:45.190>I <00:22:45.191>think <00:22:45.192>we <00:22:45.193>have <00:22:45.194>a <00:22:45.195>question <00:22:45.196>here <00:22:45.197>from <00:22:45.199>a

00:22:45.200 --> 00:22:47.350 align:start position:0%
<00:22:45.200>I <00:22:45.340>think <00:22:45.480>we <00:22:45.620>have <00:22:45.760>a <00:22:45.900>question <00:22:46.040>here <00:22:46.180>from <00:22:46.320>a <00:22:46.460>backend <00:22:46.600>engineer.

00:22:47.350 --> 00:22:47.360 align:start position:0%
<00:22:47.350>backend <00:22:47.359>engineer.

00:22:47.360 --> 00:22:48.710 align:start position:0%
<00:22:47.360>backend <00:22:47.511>engineer. <00:22:47.663>With <00:22:47.815>all <00:22:47.967>the <00:22:48.119>challenges <00:22:48.271>we <00:22:48.423>deal <00:22:48.575>with

00:22:48.710 --> 00:22:48.720 align:start position:0%
<00:22:48.710>With <00:22:48.711>all <00:22:48.713>the <00:22:48.714>challenges <00:22:48.716>we <00:22:48.717>deal <00:22:48.719>with

00:22:48.720 --> 00:22:51.110 align:start position:0%
<00:22:48.720>With <00:22:48.820>all <00:22:48.920>the <00:22:49.020>challenges <00:22:49.120>we <00:22:49.220>deal <00:22:49.320>with <00:22:49.420>with <00:22:49.520>UI <00:22:49.620>testing, <00:22:49.720>are <00:22:49.820>we <00:22:49.920>putting <00:22:50.020>too <00:22:50.120>much

00:22:51.110 --> 00:22:51.120 align:start position:0%
<00:22:51.110>with <00:22:51.111>UI <00:22:51.112>testing, <00:22:51.113>are <00:22:51.115>we <00:22:51.116>putting <00:22:51.117>too <00:22:51.119>much

00:22:51.120 --> 00:22:54.710 align:start position:0%
<00:22:51.120>with <00:22:51.260>UI <00:22:51.399>testing, <00:22:51.540>are <00:22:51.679>we <00:22:51.820>putting <00:22:51.959>too <00:22:52.100>much <00:22:52.239>effort <00:22:52.379>into <00:22:52.520>UIs?

00:22:54.720 --> 00:22:57.909 align:start position:0%
<00:22:54.720>&gt;&gt; <00:22:54.895>I <00:22:55.070>don't <00:22:55.245>I <00:22:55.420>mean <00:22:55.595>for <00:22:55.770>a <00:22:55.945>human <00:22:56.120>being,

00:22:57.909 --> 00:22:57.919 align:start position:0%
<00:22:57.909>&gt;&gt; <00:22:57.910>I <00:22:57.911>don't <00:22:57.912>I <00:22:57.913>mean <00:22:57.914>for <00:22:57.915>a <00:22:57.916>human <00:22:57.918>being,

00:22:57.919 --> 00:22:59.430 align:start position:0%
<00:22:57.919>&gt;&gt; <00:22:58.016>I <00:22:58.113>don't <00:22:58.210>I <00:22:58.307>mean <00:22:58.404>for <00:22:58.501>a <00:22:58.598>human <00:22:58.696>being, <00:22:58.793>there's <00:22:58.890>nothing <00:22:58.987>more <00:22:59.084>appealing <00:22:59.181>than <00:22:59.278>a

00:22:59.430 --> 00:22:59.440 align:start position:0%
<00:22:59.430>there's <00:22:59.431>nothing <00:22:59.433>more <00:22:59.435>appealing <00:22:59.437>than <00:22:59.439>a

00:22:59.440 --> 00:23:02.390 align:start position:0%
<00:22:59.440>there's <00:22:59.547>nothing <00:22:59.655>more <00:22:59.763>appealing <00:22:59.870>than <00:22:59.978>a <00:23:00.086>cool <00:23:00.193>looking <00:23:00.301>interface. <00:23:00.409>So <00:23:00.516>I <00:23:00.624>I <00:23:00.732>I'm <00:23:00.840>like

00:23:02.390 --> 00:23:02.400 align:start position:0%
<00:23:02.390>cool <00:23:02.391>looking <00:23:02.392>interface. <00:23:02.393>So <00:23:02.395>I <00:23:02.396>I <00:23:02.397>I'm <00:23:02.399>like

00:23:02.400 --> 00:23:05.029 align:start position:0%
<00:23:02.400>cool <00:23:02.482>looking <00:23:02.564>interface. <00:23:02.647>So <00:23:02.729>I <00:23:02.811>I <00:23:02.894>I'm <00:23:02.976>like <00:23:03.058>I <00:23:03.141>want <00:23:03.223>to <00:23:03.305>click <00:23:03.388>it. <00:23:03.470>I <00:23:03.552>want <00:23:03.635>to <00:23:03.717>have <00:23:03.800>a

00:23:05.029 --> 00:23:05.039 align:start position:0%
<00:23:05.029>I <00:23:05.030>want <00:23:05.031>to <00:23:05.032>click <00:23:05.033>it. <00:23:05.034>I <00:23:05.035>want <00:23:05.036>to <00:23:05.037>have <00:23:05.038>a

00:23:05.039 --> 00:23:07.029 align:start position:0%
<00:23:05.039>I <00:23:05.139>want <00:23:05.239>to <00:23:05.339>click <00:23:05.439>it. <00:23:05.539>I <00:23:05.639>want <00:23:05.739>to <00:23:05.839>have <00:23:05.939>a <00:23:06.039>sensation <00:23:06.139>of <00:23:06.239>interacting <00:23:06.339>with <00:23:06.439>something

00:23:07.029 --> 00:23:07.039 align:start position:0%
<00:23:07.029>sensation <00:23:07.031>of <00:23:07.033>interacting <00:23:07.035>with <00:23:07.038>something

00:23:07.039 --> 00:23:10.710 align:start position:0%
<00:23:07.039>sensation <00:23:07.155>of <00:23:07.272>interacting <00:23:07.389>with <00:23:07.505>something <00:23:07.622>that <00:23:07.739>looks <00:23:07.855>nice <00:23:07.972>that <00:23:08.089>if <00:23:08.205>if <00:23:08.322>my <00:23:08.439>competitor

00:23:10.710 --> 00:23:10.720 align:start position:0%
<00:23:10.710>that <00:23:10.711>looks <00:23:10.712>nice <00:23:10.713>that <00:23:10.715>if <00:23:10.716>if <00:23:10.717>my <00:23:10.719>competitor

00:23:10.720 --> 00:23:13.750 align:start position:0%
<00:23:10.720>that <00:23:10.807>looks <00:23:10.895>nice <00:23:10.982>that <00:23:11.070>if <00:23:11.157>if <00:23:11.245>my <00:23:11.332>competitor <00:23:11.420>has <00:23:11.507>a <00:23:11.595>better <00:23:11.682>UI <00:23:11.770>and <00:23:11.857>more <00:23:11.945>or <00:23:12.032>less <00:23:12.120>the

00:23:13.750 --> 00:23:13.760 align:start position:0%
<00:23:13.750>has <00:23:13.751>a <00:23:13.752>better <00:23:13.753>UI <00:23:13.754>and <00:23:13.755>more <00:23:13.756>or <00:23:13.757>less <00:23:13.759>the

00:23:13.760 --> 00:23:17.110 align:start position:0%
<00:23:13.760>has <00:23:13.847>a <00:23:13.935>better <00:23:14.022>UI <00:23:14.110>and <00:23:14.197>more <00:23:14.285>or <00:23:14.372>less <00:23:14.460>the <00:23:14.547>same <00:23:14.635>quality <00:23:14.722>of <00:23:14.810>service, <00:23:14.897>I <00:23:14.985>I <00:23:15.072>have <00:23:15.160>lost

00:23:17.110 --> 00:23:17.120 align:start position:0%
<00:23:17.110>same <00:23:17.111>quality <00:23:17.112>of <00:23:17.113>service, <00:23:17.115>I <00:23:17.116>I <00:23:17.117>have <00:23:17.119>lost

00:23:17.120 --> 00:23:18.870 align:start position:0%
<00:23:17.120>same <00:23:17.213>quality <00:23:17.306>of <00:23:17.399>service, <00:23:17.493>I <00:23:17.586>I <00:23:17.679>have <00:23:17.773>lost <00:23:17.866>the <00:23:17.959>the <00:23:18.053>race. <00:23:18.146>So <00:23:18.239>the <00:23:18.333>UI <00:23:18.426>is <00:23:18.520>super

00:23:18.870 --> 00:23:18.880 align:start position:0%
<00:23:18.870>the <00:23:18.871>the <00:23:18.872>race. <00:23:18.873>So <00:23:18.875>the <00:23:18.876>UI <00:23:18.877>is <00:23:18.879>super

00:23:18.880 --> 00:23:21.669 align:start position:0%
<00:23:18.880>the <00:23:18.987>the <00:23:19.095>race. <00:23:19.203>So <00:23:19.310>the <00:23:19.418>UI <00:23:19.526>is <00:23:19.633>super <00:23:19.741>important, <00:23:19.849>right? <00:23:19.956>It <00:23:20.064>is <00:23:20.172>the <00:23:20.280>experience.

00:23:21.669 --> 00:23:21.679 align:start position:0%
<00:23:21.669>important, <00:23:21.670>right? <00:23:21.672>It <00:23:21.674>is <00:23:21.676>the <00:23:21.678>experience.

00:23:21.679 --> 00:23:23.750 align:start position:0%
<00:23:21.679>important, <00:23:21.779>right? <00:23:21.879>It <00:23:21.979>is <00:23:22.079>the <00:23:22.179>experience. <00:23:22.279>And <00:23:22.379>we <00:23:22.479>have <00:23:22.579>a <00:23:22.679>thing <00:23:22.779>for <00:23:22.879>beauty. <00:23:22.979>We <00:23:23.079>know

00:23:23.750 --> 00:23:23.760 align:start position:0%
<00:23:23.750>And <00:23:23.751>we <00:23:23.752>have <00:23:23.753>a <00:23:23.754>thing <00:23:23.755>for <00:23:23.756>beauty. <00:23:23.757>We <00:23:23.759>know

00:23:23.760 --> 00:23:26.789 align:start position:0%
<00:23:23.760>And <00:23:23.860>we <00:23:23.960>have <00:23:24.060>a <00:23:24.160>thing <00:23:24.260>for <00:23:24.360>beauty. <00:23:24.460>We <00:23:24.560>know <00:23:24.660>that <00:23:24.760>even <00:23:24.860>if <00:23:24.960>you've <00:23:25.060>murdered <00:23:25.160>somebody

00:23:26.789 --> 00:23:26.799 align:start position:0%
<00:23:26.789>that <00:23:26.790>even <00:23:26.792>if <00:23:26.794>you've <00:23:26.796>murdered <00:23:26.798>somebody

00:23:26.799 --> 00:23:28.710 align:start position:0%
<00:23:26.799>that <00:23:26.915>even <00:23:27.032>if <00:23:27.149>you've <00:23:27.265>murdered <00:23:27.382>somebody <00:23:27.499>and <00:23:27.615>look <00:23:27.732>good, <00:23:27.849>you <00:23:27.965>know, <00:23:28.082>you're <00:23:28.199>probably

00:23:28.710 --> 00:23:28.720 align:start position:0%
<00:23:28.710>and <00:23:28.711>look <00:23:28.713>good, <00:23:28.714>you <00:23:28.716>know, <00:23:28.717>you're <00:23:28.719>probably

00:23:28.720 --> 00:23:31.430 align:start position:0%
<00:23:28.720>and <00:23:28.827>look <00:23:28.935>good, <00:23:29.043>you <00:23:29.150>know, <00:23:29.258>you're <00:23:29.366>probably <00:23:29.473>going <00:23:29.581>to <00:23:29.689>get <00:23:29.796>a <00:23:29.904>lesser <00:23:30.012>sentence. <00:23:30.120>So

00:23:31.430 --> 00:23:31.440 align:start position:0%
<00:23:31.430>going <00:23:31.431>to <00:23:31.433>get <00:23:31.434>a <00:23:31.436>lesser <00:23:31.437>sentence. <00:23:31.439>So

00:23:31.440 --> 00:23:33.830 align:start position:0%
<00:23:31.440>going <00:23:31.533>to <00:23:31.626>get <00:23:31.720>a <00:23:31.813>lesser <00:23:31.906>sentence. <00:23:32.000>So <00:23:32.093>&gt;&gt; <00:23:32.186>the <00:23:32.280>best <00:23:32.373>dressed <00:23:32.466>man <00:23:32.560>on <00:23:32.653>stage. <00:23:32.746>So <00:23:32.840>um

00:23:33.830 --> 00:23:33.840 align:start position:0%
<00:23:33.830>&gt;&gt; <00:23:33.831>the <00:23:33.832>best <00:23:33.833>dressed <00:23:33.834>man <00:23:33.835>on <00:23:33.836>stage. <00:23:33.837>So <00:23:33.839>um

00:23:33.840 --> 00:23:37.270 align:start position:0%
<00:23:33.840>&gt;&gt; <00:23:33.947>the <00:23:34.055>best <00:23:34.163>dressed <00:23:34.270>man <00:23:34.378>on <00:23:34.486>stage. <00:23:34.593>So <00:23:34.701>um <00:23:34.809>final <00:23:34.916>question <00:23:35.024>[snorts] <00:23:35.132>uh <00:23:35.240>where

00:23:37.270 --> 00:23:37.280 align:start position:0%
<00:23:37.270>final <00:23:37.272>question <00:23:37.274>[snorts] <00:23:37.276>uh <00:23:37.279>where

00:23:37.280 --> 00:23:39.270 align:start position:0%
<00:23:37.280>final <00:23:37.420>question <00:23:37.560>[snorts] <00:23:37.700>uh <00:23:37.840>where <00:23:37.980>where <00:23:38.120>do <00:23:38.260>you <00:23:38.399>store <00:23:38.540>locators? <00:23:38.680>You

00:23:39.270 --> 00:23:39.280 align:start position:0%
<00:23:39.270>where <00:23:39.271>do <00:23:39.273>you <00:23:39.275>store <00:23:39.277>locators? <00:23:39.279>You

00:23:39.280 --> 00:23:40.870 align:start position:0%
<00:23:39.280>where <00:23:39.455>do <00:23:39.629>you <00:23:39.805>store <00:23:39.980>locators? <00:23:40.155>You <00:23:40.330>mentioned <00:23:40.504>a <00:23:40.680>registry.

00:23:40.870 --> 00:23:40.880 align:start position:0%
<00:23:40.870>mentioned <00:23:40.874>a <00:23:40.879>registry.

00:23:40.880 --> 00:23:45.029 align:start position:0%
<00:23:40.880>mentioned <00:23:41.007>a <00:23:41.134>registry. <00:23:41.261>&gt;&gt; <00:23:41.389>Yeah. <00:23:41.516>So <00:23:41.643>the <00:23:41.770>what <00:23:41.898>happens <00:23:42.025>is <00:23:42.152>you <00:23:42.280>you

00:23:45.029 --> 00:23:45.039 align:start position:0%
<00:23:45.029>&gt;&gt; <00:23:45.030>Yeah. <00:23:45.031>So <00:23:45.032>the <00:23:45.033>what <00:23:45.034>happens <00:23:45.035>is <00:23:45.036>you <00:23:45.038>you

00:23:45.039 --> 00:23:47.590 align:start position:0%
<00:23:45.039>&gt;&gt; <00:23:45.139>Yeah. <00:23:45.239>So <00:23:45.339>the <00:23:45.439>what <00:23:45.539>happens <00:23:45.639>is <00:23:45.739>you <00:23:45.839>you <00:23:45.939>you're <00:23:46.039>writing <00:23:46.139>your <00:23:46.239>intent <00:23:46.339>in <00:23:46.439>natural

00:23:47.590 --> 00:23:47.600 align:start position:0%
<00:23:47.590>you're <00:23:47.591>writing <00:23:47.593>your <00:23:47.595>intent <00:23:47.597>in <00:23:47.599>natural

00:23:47.600 --> 00:23:49.750 align:start position:0%
<00:23:47.600>you're <00:23:47.740>writing <00:23:47.879>your <00:23:48.020>intent <00:23:48.159>in <00:23:48.300>natural <00:23:48.439>language <00:23:48.580>and <00:23:48.719>you're <00:23:48.860>executing <00:23:49.000>that

00:23:49.750 --> 00:23:49.760 align:start position:0%
<00:23:49.750>language <00:23:49.752>and <00:23:49.754>you're <00:23:49.756>executing <00:23:49.759>that

00:23:49.760 --> 00:23:54.230 align:start position:0%
<00:23:49.760>language <00:23:49.876>and <00:23:49.993>you're <00:23:50.110>executing <00:23:50.226>that <00:23:50.343>intent <00:23:50.460>locally. <00:23:50.576>Now <00:23:50.693>the <00:23:50.810>way <00:23:50.926>sky <00:23:51.043>at <00:23:51.160>least

00:23:54.230 --> 00:23:54.240 align:start position:0%
<00:23:54.230>intent <00:23:54.231>locally. <00:23:54.232>Now <00:23:54.233>the <00:23:54.235>way <00:23:54.236>sky <00:23:54.237>at <00:23:54.239>least

00:23:54.240 --> 00:23:56.549 align:start position:0%
<00:23:54.240>intent <00:23:54.347>locally. <00:23:54.455>Now <00:23:54.563>the <00:23:54.670>way <00:23:54.778>sky <00:23:54.886>at <00:23:54.993>least <00:23:55.101>functions <00:23:55.209>or <00:23:55.316>many <00:23:55.424>other <00:23:55.532>tools <00:23:55.640>will

00:23:56.549 --> 00:23:56.559 align:start position:0%
<00:23:56.549>functions <00:23:56.550>or <00:23:56.552>many <00:23:56.554>other <00:23:56.556>tools <00:23:56.558>will

00:23:56.559 --> 00:23:59.590 align:start position:0%
<00:23:56.559>functions <00:23:56.686>or <00:23:56.813>many <00:23:56.940>other <00:23:57.068>tools <00:23:57.195>will <00:23:57.322>function <00:23:57.449>they <00:23:57.577>will <00:23:57.704>hold <00:23:57.831>in <00:23:57.959>memory

00:23:59.590 --> 00:23:59.600 align:start position:0%
<00:23:59.590>function <00:23:59.591>they <00:23:59.593>will <00:23:59.595>hold <00:23:59.597>in <00:23:59.599>memory

00:23:59.600 --> 00:24:03.830 align:start position:0%
<00:23:59.600>function <00:23:59.727>they <00:23:59.854>will <00:23:59.981>hold <00:24:00.109>in <00:24:00.236>memory <00:24:00.363>whatever <00:24:00.490>we <00:24:00.618>have <00:24:00.745>whatever <00:24:00.872>has <00:24:01.000>resulted

00:24:03.830 --> 00:24:03.840 align:start position:0%
<00:24:03.830>whatever <00:24:03.831>we <00:24:03.833>have <00:24:03.835>whatever <00:24:03.837>has <00:24:03.839>resulted

00:24:03.840 --> 00:24:07.350 align:start position:0%
<00:24:03.840>whatever <00:24:03.967>we <00:24:04.094>have <00:24:04.221>whatever <00:24:04.349>has <00:24:04.476>resulted <00:24:04.603>as <00:24:04.730>the <00:24:04.858>executable <00:24:04.985>playright <00:24:05.112>or <00:24:05.240>selenium

00:24:07.350 --> 00:24:07.360 align:start position:0%
<00:24:07.350>as <00:24:07.351>the <00:24:07.353>executable <00:24:07.355>playright <00:24:07.357>or <00:24:07.359>selenium

00:24:07.360 --> 00:24:09.590 align:start position:0%
<00:24:07.360>as <00:24:07.459>the <00:24:07.560>executable <00:24:07.659>playright <00:24:07.760>or <00:24:07.860>selenium <00:24:07.959>etc. <00:24:08.060>So <00:24:08.159>that <00:24:08.260>means <00:24:08.360>we <00:24:08.459>need <00:24:08.560>to <00:24:08.659>take <00:24:08.760>that

00:24:09.590 --> 00:24:09.600 align:start position:0%
<00:24:09.590>etc. <00:24:09.591>So <00:24:09.592>that <00:24:09.593>means <00:24:09.594>we <00:24:09.595>need <00:24:09.596>to <00:24:09.597>take <00:24:09.599>that

00:24:09.600 --> 00:24:11.029 align:start position:0%
<00:24:09.600>etc. <00:24:09.675>So <00:24:09.751>that <00:24:09.826>means <00:24:09.902>we <00:24:09.978>need <00:24:10.053>to <00:24:10.129>take <00:24:10.205>that <00:24:10.280>thing <00:24:10.356>that <00:24:10.432>is <00:24:10.507>in <00:24:10.583>memory <00:24:10.659>and <00:24:10.734>we <00:24:10.810>need <00:24:10.886>to

00:24:11.029 --> 00:24:11.039 align:start position:0%
<00:24:11.029>thing <00:24:11.030>that <00:24:11.031>is <00:24:11.032>in <00:24:11.033>memory <00:24:11.034>and <00:24:11.035>we <00:24:11.036>need <00:24:11.038>to

00:24:11.039 --> 00:24:14.070 align:start position:0%
<00:24:11.039>thing <00:24:11.146>that <00:24:11.254>is <00:24:11.362>in <00:24:11.469>memory <00:24:11.577>and <00:24:11.685>we <00:24:11.792>need <00:24:11.900>to <00:24:12.008>shift <00:24:12.115>it <00:24:12.223>into <00:24:12.331>a <00:24:12.439>database

00:24:14.070 --> 00:24:14.080 align:start position:0%
<00:24:14.070>shift <00:24:14.072>it <00:24:14.074>into <00:24:14.076>a <00:24:14.079>database

00:24:14.080 --> 00:24:17.110 align:start position:0%
<00:24:14.080>shift <00:24:14.207>it <00:24:14.334>into <00:24:14.461>a <00:24:14.589>database <00:24:14.716>whatever <00:24:14.843>database <00:24:14.970>you <00:24:15.098>prefer <00:24:15.225>to <00:24:15.352>use <00:24:15.480>it's

00:24:17.110 --> 00:24:17.120 align:start position:0%
<00:24:17.110>whatever <00:24:17.111>database <00:24:17.112>you <00:24:17.114>prefer <00:24:17.116>to <00:24:17.117>use <00:24:17.119>it's

00:24:17.120 --> 00:24:19.990 align:start position:0%
<00:24:17.120>whatever <00:24:17.236>database <00:24:17.353>you <00:24:17.469>prefer <00:24:17.586>to <00:24:17.703>use <00:24:17.820>it's <00:24:17.936>indifferent <00:24:18.053>and <00:24:18.169>then <00:24:18.286>that <00:24:18.403>stores <00:24:18.520>the

00:24:19.990 --> 00:24:20.000 align:start position:0%
<00:24:19.990>indifferent <00:24:19.991>and <00:24:19.993>then <00:24:19.995>that <00:24:19.997>stores <00:24:19.999>the

00:24:20.000 --> 00:24:22.789 align:start position:0%
<00:24:20.000>indifferent <00:24:20.116>and <00:24:20.233>then <00:24:20.350>that <00:24:20.466>stores <00:24:20.583>the <00:24:20.700>whole <00:24:20.816>code <00:24:20.933>structure <00:24:21.050>and <00:24:21.166>in <00:24:21.283>the <00:24:21.400>CI/CD

00:24:22.789 --> 00:24:22.799 align:start position:0%
<00:24:22.789>whole <00:24:22.790>code <00:24:22.792>structure <00:24:22.793>and <00:24:22.795>in <00:24:22.796>the <00:24:22.798>CI/CD

00:24:22.799 --> 00:24:24.549 align:start position:0%
<00:24:22.799>whole <00:24:22.915>code <00:24:23.032>structure <00:24:23.149>and <00:24:23.265>in <00:24:23.382>the <00:24:23.499>CI/CD <00:24:23.615>you're <00:24:23.732>basically <00:24:23.849>writing <00:24:23.965>a <00:24:24.082>script <00:24:24.199>that

00:24:24.549 --> 00:24:24.559 align:start position:0%
<00:24:24.549>you're <00:24:24.550>basically <00:24:24.552>writing <00:24:24.554>a <00:24:24.556>script <00:24:24.558>that

00:24:24.559 --> 00:24:27.190 align:start position:0%
<00:24:24.559>you're <00:24:24.666>basically <00:24:24.774>writing <00:24:24.882>a <00:24:24.989>script <00:24:25.097>that <00:24:25.205>is <00:24:25.312>going <00:24:25.420>to <00:24:25.528>call <00:24:25.635>the <00:24:25.743>database <00:24:25.851>and <00:24:25.959>will

00:24:27.190 --> 00:24:27.200 align:start position:0%
<00:24:27.190>is <00:24:27.191>going <00:24:27.192>to <00:24:27.193>call <00:24:27.195>the <00:24:27.196>database <00:24:27.197>and <00:24:27.199>will

00:24:27.200 --> 00:24:30.070 align:start position:0%
<00:24:27.200>is <00:24:27.327>going <00:24:27.454>to <00:24:27.581>call <00:24:27.709>the <00:24:27.836>database <00:24:27.963>and <00:24:28.090>will <00:24:28.218>execute <00:24:28.345>each <00:24:28.472>and <00:24:28.600>every

00:24:30.070 --> 00:24:30.080 align:start position:0%
<00:24:30.070>execute <00:24:30.072>each <00:24:30.076>and <00:24:30.079>every

00:24:30.080 --> 00:24:32.470 align:start position:0%
<00:24:30.080>execute <00:24:30.207>each <00:24:30.334>and <00:24:30.461>every <00:24:30.589>uh <00:24:30.716>code <00:24:30.843>that <00:24:30.970>is <00:24:31.098>present <00:24:31.225>in <00:24:31.352>the <00:24:31.480>database

00:24:32.470 --> 00:24:32.480 align:start position:0%
<00:24:32.470>uh <00:24:32.471>code <00:24:32.472>that <00:24:32.473>is <00:24:32.475>present <00:24:32.476>in <00:24:32.477>the <00:24:32.479>database

00:24:32.480 --> 00:24:34.470 align:start position:0%
<00:24:32.480>uh <00:24:32.573>code <00:24:32.666>that <00:24:32.760>is <00:24:32.853>present <00:24:32.946>in <00:24:33.040>the <00:24:33.133>database <00:24:33.226>that <00:24:33.320>can <00:24:33.413>be <00:24:33.506>associated <00:24:33.600>to <00:24:33.693>a <00:24:33.786>test <00:24:33.880>number

00:24:34.470 --> 00:24:34.480 align:start position:0%
<00:24:34.470>that <00:24:34.471>can <00:24:34.472>be <00:24:34.473>associated <00:24:34.475>to <00:24:34.476>a <00:24:34.477>test <00:24:34.479>number

00:24:34.480 --> 00:24:36.870 align:start position:0%
<00:24:34.480>that <00:24:34.573>can <00:24:34.666>be <00:24:34.760>associated <00:24:34.853>to <00:24:34.946>a <00:24:35.040>test <00:24:35.133>number <00:24:35.226>test <00:24:35.320>ID <00:24:35.413>or <00:24:35.506>stuff <00:24:35.600>like <00:24:35.693>that <00:24:35.786>and <00:24:35.880>that's

00:24:36.870 --> 00:24:36.880 align:start position:0%
<00:24:36.870>test <00:24:36.871>ID <00:24:36.872>or <00:24:36.873>stuff <00:24:36.875>like <00:24:36.876>that <00:24:36.877>and <00:24:36.879>that's

00:24:36.880 --> 00:24:39.750 align:start position:0%
<00:24:36.880>test <00:24:36.980>ID <00:24:37.080>or <00:24:37.180>stuff <00:24:37.280>like <00:24:37.380>that <00:24:37.480>and <00:24:37.580>that's <00:24:37.680>the <00:24:37.780>process <00:24:37.880>and <00:24:37.980>Then <00:24:38.080>ideally <00:24:38.180>you <00:24:38.280>don't

00:24:39.750 --> 00:24:39.760 align:start position:0%
<00:24:39.750>the <00:24:39.751>process <00:24:39.753>and <00:24:39.754>Then <00:24:39.756>ideally <00:24:39.757>you <00:24:39.759>don't

00:24:39.760 --> 00:24:40.950 align:start position:0%
<00:24:39.760>the <00:24:39.867>process <00:24:39.974>and <00:24:40.081>Then <00:24:40.188>ideally <00:24:40.295>you <00:24:40.402>don't <00:24:40.509>want <00:24:40.616>the <00:24:40.723>self-healing <00:24:40.831>[music]

00:24:40.950 --> 00:24:40.960 align:start position:0%
<00:24:40.950>want <00:24:40.953>the <00:24:40.956>self-healing <00:24:40.959>[music]

00:24:40.960 --> 00:24:43.590 align:start position:0%
<00:24:40.960>want <00:24:41.087>the <00:24:41.214>self-healing <00:24:41.341>[music] <00:24:41.469>to <00:24:41.596>feed <00:24:41.723>and <00:24:41.850>to <00:24:41.978>replace <00:24:42.105>the <00:24:42.232>current <00:24:42.360>state

00:24:43.590 --> 00:24:43.600 align:start position:0%
<00:24:43.590>to <00:24:43.591>feed <00:24:43.592>and <00:24:43.593>to <00:24:43.595>replace <00:24:43.596>the <00:24:43.597>current <00:24:43.599>state

00:24:43.600 --> 00:24:45.350 align:start position:0%
<00:24:43.600>to <00:24:43.693>feed <00:24:43.786>and <00:24:43.879>to <00:24:43.973>replace <00:24:44.066>the <00:24:44.159>current <00:24:44.253>state <00:24:44.346>in <00:24:44.439>the <00:24:44.533>main <00:24:44.626>database. <00:24:44.719>You <00:24:44.813>should <00:24:44.906>have <00:24:45.000>a

00:24:45.350 --> 00:24:45.360 align:start position:0%
<00:24:45.350>in <00:24:45.351>the <00:24:45.352>main <00:24:45.353>database. <00:24:45.355>You <00:24:45.356>should <00:24:45.357>have <00:24:45.359>a

00:24:45.360 --> 00:24:47.590 align:start position:0%
<00:24:45.360>in <00:24:45.467>the <00:24:45.575>main <00:24:45.683>database. <00:24:45.790>You <00:24:45.898>should <00:24:46.006>have <00:24:46.113>a <00:24:46.221>secondary <00:24:46.329>database <00:24:46.436>where <00:24:46.544>you <00:24:46.652>have <00:24:46.760>the

00:24:47.590 --> 00:24:47.600 align:start position:0%
<00:24:47.590>secondary <00:24:47.591>database <00:24:47.593>where <00:24:47.595>you <00:24:47.597>have <00:24:47.599>the

00:24:47.600 --> 00:24:49.909 align:start position:0%
<00:24:47.600>secondary <00:24:47.727>database <00:24:47.854>where <00:24:47.981>you <00:24:48.109>have <00:24:48.236>the <00:24:48.363>self-healing <00:24:48.490>generated <00:24:48.618>code <00:24:48.745>and <00:24:48.872>then <00:24:49.000>you

00:24:49.909 --> 00:24:49.919 align:start position:0%
<00:24:49.909>self-healing <00:24:49.910>generated <00:24:49.912>code <00:24:49.914>and <00:24:49.916>then <00:24:49.918>you

00:24:49.919 --> 00:24:51.669 align:start position:0%
<00:24:49.919>self-healing <00:24:50.035>generated <00:24:50.152>code <00:24:50.269>and <00:24:50.385>then <00:24:50.502>you <00:24:50.619>should <00:24:50.735>have <00:24:50.852>a <00:24:50.969>human <00:24:51.085>being <00:24:51.202>that <00:24:51.319>checks

00:24:51.669 --> 00:24:51.679 align:start position:0%
<00:24:51.669>should <00:24:51.670>have <00:24:51.672>a <00:24:51.673>human <00:24:51.675>being <00:24:51.676>that <00:24:51.678>checks

00:24:51.679 --> 00:24:53.909 align:start position:0%
<00:24:51.679>should <00:24:51.779>have <00:24:51.879>a <00:24:51.979>human <00:24:52.079>being <00:24:52.179>that <00:24:52.279>checks <00:24:52.379>these <00:24:52.479>two <00:24:52.579>out <00:24:52.679>looks <00:24:52.779>at <00:24:52.879>how <00:24:52.979>this <00:24:53.079>execute

00:24:53.909 --> 00:24:53.919 align:start position:0%
<00:24:53.909>these <00:24:53.910>two <00:24:53.911>out <00:24:53.912>looks <00:24:53.914>at <00:24:53.915>how <00:24:53.916>this <00:24:53.918>execute

00:24:53.919 --> 00:24:56.310 align:start position:0%
<00:24:53.919>these <00:24:54.026>two <00:24:54.134>out <00:24:54.242>looks <00:24:54.349>at <00:24:54.457>how <00:24:54.565>this <00:24:54.672>execute <00:24:54.780>how <00:24:54.888>this <00:24:54.995>executes <00:24:55.103>compares <00:24:55.211>given <00:24:55.319>the

00:24:56.310 --> 00:24:56.320 align:start position:0%
<00:24:56.310>how <00:24:56.311>this <00:24:56.313>executes <00:24:56.315>compares <00:24:56.317>given <00:24:56.319>the

00:24:56.320 --> 00:24:58.630 align:start position:0%
<00:24:56.320>how <00:24:56.436>this <00:24:56.553>executes <00:24:56.669>compares <00:24:56.786>given <00:24:56.903>the <00:24:57.020>feature <00:24:57.136>and <00:24:57.253>clicks <00:24:57.370>like <00:24:57.486>yes <00:24:57.603>or <00:24:57.720>no

00:24:58.630 --> 00:24:58.640 align:start position:0%
<00:24:58.630>feature <00:24:58.631>and <00:24:58.633>clicks <00:24:58.634>like <00:24:58.636>yes <00:24:58.637>or <00:24:58.639>no

00:24:58.640 --> 00:25:00.470 align:start position:0%
<00:24:58.640>feature <00:24:58.767>and <00:24:58.894>clicks <00:24:59.021>like <00:24:59.149>yes <00:24:59.276>or <00:24:59.403>no <00:24:59.530>somewhere <00:24:59.658>in <00:24:59.785>your <00:24:59.912>development <00:25:00.040>pipeline

00:25:00.470 --> 00:25:00.480 align:start position:0%
<00:25:00.470>somewhere <00:25:00.472>in <00:25:00.474>your <00:25:00.476>development <00:25:00.479>pipeline

00:25:00.480 --> 00:25:02.789 align:start position:0%
<00:25:00.480>somewhere <00:25:00.587>in <00:25:00.695>your <00:25:00.803>development <00:25:00.910>pipeline <00:25:01.018>and <00:25:01.126>goes <00:25:01.233>like <00:25:01.341>yeah <00:25:01.449>I <00:25:01.556>want <00:25:01.664>this <00:25:01.772>that <00:25:01.880>was

00:25:02.789 --> 00:25:02.799 align:start position:0%
<00:25:02.789>and <00:25:02.790>goes <00:25:02.791>like <00:25:02.792>yeah <00:25:02.793>I <00:25:02.794>want <00:25:02.795>this <00:25:02.796>that <00:25:02.798>was

00:25:02.799 --> 00:25:05.350 align:start position:0%
<00:25:02.799>and <00:25:02.881>goes <00:25:02.963>like <00:25:03.046>yeah <00:25:03.128>I <00:25:03.210>want <00:25:03.293>this <00:25:03.375>that <00:25:03.457>was <00:25:03.540>actually <00:25:03.622>a <00:25:03.704>good <00:25:03.787>idea. <00:25:03.869>I <00:25:03.951>think <00:25:04.034>we <00:25:04.116>do <00:25:04.199>have

00:25:05.350 --> 00:25:05.360 align:start position:0%
<00:25:05.350>actually <00:25:05.351>a <00:25:05.352>good <00:25:05.353>idea. <00:25:05.354>I <00:25:05.355>think <00:25:05.356>we <00:25:05.357>do <00:25:05.359>have

00:25:05.360 --> 00:25:07.190 align:start position:0%
<00:25:05.360>actually <00:25:05.447>a <00:25:05.534>good <00:25:05.622>idea. <00:25:05.709>I <00:25:05.797>think <00:25:05.885>we <00:25:05.972>do <00:25:06.060>have <00:25:06.147>time <00:25:06.235>for <00:25:06.322>one <00:25:06.409>more <00:25:06.497>question <00:25:06.584>and <00:25:06.672>we <00:25:06.760>have

00:25:07.190 --> 00:25:07.200 align:start position:0%
<00:25:07.190>time <00:25:07.191>for <00:25:07.192>one <00:25:07.193>more <00:25:07.195>question <00:25:07.196>and <00:25:07.197>we <00:25:07.199>have

00:25:07.200 --> 00:25:07.909 align:start position:0%
<00:25:07.200>time <00:25:07.279>for <00:25:07.359>one <00:25:07.439>more <00:25:07.519>question <00:25:07.598>and <00:25:07.678>we <00:25:07.758>have <00:25:07.838>one.

00:25:07.909 --> 00:25:07.919 align:start position:0%
one.

00:25:07.919 --> 00:25:09.190 align:start position:0%
<00:25:07.919>one. <00:25:08.046>&gt;&gt; <00:25:08.173>Uh <00:25:08.300>I <00:25:08.427>feel <00:25:08.554>like <00:25:08.681>this <00:25:08.808>question <00:25:08.935>could <00:25:09.062>have

00:25:09.190 --> 00:25:09.200 align:start position:0%
<00:25:09.190>&gt;&gt; <00:25:09.191>Uh <00:25:09.192>I <00:25:09.193>feel <00:25:09.194>like <00:25:09.195>this <00:25:09.196>question <00:25:09.197>could <00:25:09.199>have

00:25:09.200 --> 00:25:11.110 align:start position:0%
<00:25:09.200>&gt;&gt; <00:25:09.287>Uh <00:25:09.375>I <00:25:09.462>feel <00:25:09.550>like <00:25:09.637>this <00:25:09.725>question <00:25:09.812>could <00:25:09.900>have <00:25:09.987>been <00:25:10.075>asked <00:25:10.162>to <00:25:10.250>a <00:25:10.337>few <00:25:10.425>of <00:25:10.512>the <00:25:10.600>presenters

00:25:11.110 --> 00:25:11.120 align:start position:0%
<00:25:11.110>been <00:25:11.111>asked <00:25:11.112>to <00:25:11.113>a <00:25:11.115>few <00:25:11.116>of <00:25:11.117>the <00:25:11.119>presenters

00:25:11.120 --> 00:25:13.190 align:start position:0%
<00:25:11.120>been <00:25:11.227>asked <00:25:11.335>to <00:25:11.443>a <00:25:11.550>few <00:25:11.658>of <00:25:11.766>the <00:25:11.873>presenters <00:25:11.981>who <00:25:12.089>were <00:25:12.196>talking <00:25:12.304>about <00:25:12.412>using <00:25:12.520>aentic

00:25:13.190 --> 00:25:13.200 align:start position:0%
<00:25:13.190>who <00:25:13.191>were <00:25:13.193>talking <00:25:13.195>about <00:25:13.197>using <00:25:13.199>aentic

00:25:13.200 --> 00:25:14.470 align:start position:0%
<00:25:13.200>who <00:25:13.390>were <00:25:13.581>talking <00:25:13.771>about <00:25:13.962>using <00:25:14.152>aentic <00:25:14.343>automation.

00:25:14.470 --> 00:25:14.480 align:start position:0%
automation.

00:25:14.480 --> 00:25:16.470 align:start position:0%
<00:25:14.480>automation. <00:25:15.180>&gt;&gt; <00:25:15.880>Um

00:25:16.470 --> 00:25:16.480 align:start position:0%
<00:25:16.470>&gt;&gt; <00:25:16.479>Um

00:25:16.480 --> 00:25:18.070 align:start position:0%
<00:25:16.480>&gt;&gt; <00:25:16.655>Um <00:25:16.830>tests <00:25:17.005>should <00:25:17.180>be <00:25:17.355>linked <00:25:17.530>to <00:25:17.705>business <00:25:17.880>use

00:25:18.070 --> 00:25:18.080 align:start position:0%
<00:25:18.070>tests <00:25:18.071>should <00:25:18.072>be <00:25:18.074>linked <00:25:18.076>to <00:25:18.077>business <00:25:18.079>use

00:25:18.080 --> 00:25:19.669 align:start position:0%
<00:25:18.080>tests <00:25:18.235>should <00:25:18.391>be <00:25:18.546>linked <00:25:18.702>to <00:25:18.857>business <00:25:19.013>use <00:25:19.168>cases <00:25:19.324>and <00:25:19.480>specs.

00:25:19.669 --> 00:25:19.679 align:start position:0%
<00:25:19.669>cases <00:25:19.673>and <00:25:19.678>specs.

00:25:19.679 --> 00:25:19.990 align:start position:0%
<00:25:19.679>cases <00:25:19.748>and <00:25:19.818>specs. <00:25:19.888>&gt;&gt; <00:25:19.958>Yeah.

00:25:19.990 --> 00:25:20.000 align:start position:0%
<00:25:19.990>&gt;&gt; <00:25:19.999>Yeah.

00:25:20.000 --> 00:25:23.430 align:start position:0%
<00:25:20.000>&gt;&gt; <00:25:20.127>Yeah. <00:25:20.254>&gt;&gt; <00:25:20.381>Is <00:25:20.509>you <00:25:20.636>is <00:25:20.763>a <00:25:20.890>UI <00:25:21.018>test <00:25:21.145>agent <00:25:21.272>um <00:25:21.400>wasting

00:25:23.430 --> 00:25:23.440 align:start position:0%
<00:25:23.430>&gt;&gt; <00:25:23.431>Is <00:25:23.432>you <00:25:23.433>is <00:25:23.434>a <00:25:23.435>UI <00:25:23.436>test <00:25:23.437>agent <00:25:23.438>um <00:25:23.439>wasting

00:25:23.440 --> 00:25:27.669 align:start position:0%
<00:25:23.440>&gt;&gt; <00:25:23.547>Is <00:25:23.655>you <00:25:23.763>is <00:25:23.870>a <00:25:23.978>UI <00:25:24.086>test <00:25:24.193>agent <00:25:24.301>um <00:25:24.409>wasting <00:25:24.516>tokens <00:25:24.624>for <00:25:24.732>unnecessary <00:25:24.840>tests?

00:25:27.669 --> 00:25:27.679 align:start position:0%
<00:25:27.669>tokens <00:25:27.672>for <00:25:27.675>unnecessary <00:25:27.678>tests?

00:25:27.679 --> 00:25:31.510 align:start position:0%
<00:25:27.679>tokens <00:25:27.786>for <00:25:27.894>unnecessary <00:25:28.002>tests? <00:25:28.109>&gt;&gt; <00:25:28.217>I <00:25:28.325>don't <00:25:28.432>think <00:25:28.540>so. <00:25:28.648>like <00:25:28.755>you <00:25:28.863>have <00:25:28.971>the <00:25:29.079>spec

00:25:31.510 --> 00:25:31.520 align:start position:0%
<00:25:31.510>&gt;&gt; <00:25:31.511>I <00:25:31.512>don't <00:25:31.513>think <00:25:31.514>so. <00:25:31.514>like <00:25:31.516>you <00:25:31.517>have <00:25:31.518>the <00:25:31.519>spec

00:25:31.520 --> 00:25:33.990 align:start position:0%
<00:25:31.520>&gt;&gt; <00:25:31.636>I <00:25:31.753>don't <00:25:31.870>think <00:25:31.986>so. <00:25:32.103>like <00:25:32.220>you <00:25:32.336>have <00:25:32.453>the <00:25:32.570>spec <00:25:32.686>but <00:25:32.803>a <00:25:32.920>spec

00:25:33.990 --> 00:25:34.000 align:start position:0%
<00:25:33.990>but <00:25:33.994>a <00:25:33.999>spec

00:25:34.000 --> 00:25:36.310 align:start position:0%
<00:25:34.000>but <00:25:34.127>a <00:25:34.254>spec <00:25:34.381>so <00:25:34.509>each <00:25:34.636>and <00:25:34.763>every <00:25:34.890>spec <00:25:35.018>that <00:25:35.145>you <00:25:35.272>take <00:25:35.400>is

00:25:36.310 --> 00:25:36.320 align:start position:0%
<00:25:36.310>so <00:25:36.311>each <00:25:36.312>and <00:25:36.313>every <00:25:36.314>spec <00:25:36.315>that <00:25:36.316>you <00:25:36.317>take <00:25:36.319>is

00:25:36.320 --> 00:25:38.149 align:start position:0%
<00:25:36.320>so <00:25:36.419>each <00:25:36.520>and <00:25:36.620>every <00:25:36.720>spec <00:25:36.820>that <00:25:36.919>you <00:25:37.020>take <00:25:37.120>is <00:25:37.220>a <00:25:37.320>partial <00:25:37.419>definition <00:25:37.520>of <00:25:37.620>a <00:25:37.720>business

00:25:38.149 --> 00:25:38.159 align:start position:0%
<00:25:38.149>a <00:25:38.150>partial <00:25:38.152>definition <00:25:38.154>of <00:25:38.156>a <00:25:38.158>business

00:25:38.159 --> 00:25:40.470 align:start position:0%
<00:25:38.159>a <00:25:38.286>partial <00:25:38.413>definition <00:25:38.540>of <00:25:38.668>a <00:25:38.795>business <00:25:38.922>requirement <00:25:39.049>and <00:25:39.177>of <00:25:39.304>understanding <00:25:39.431>that <00:25:39.559>is

00:25:40.470 --> 00:25:40.480 align:start position:0%
<00:25:40.470>requirement <00:25:40.471>and <00:25:40.473>of <00:25:40.475>understanding <00:25:40.477>that <00:25:40.479>is

00:25:40.480 --> 00:25:42.230 align:start position:0%
<00:25:40.480>requirement <00:25:40.587>and <00:25:40.695>of <00:25:40.803>understanding <00:25:40.910>that <00:25:41.018>is <00:25:41.126>mostly <00:25:41.233>tacet <00:25:41.341>and <00:25:41.449>what <00:25:41.556>do <00:25:41.664>I <00:25:41.772>mean <00:25:41.880>by

00:25:42.230 --> 00:25:42.240 align:start position:0%
<00:25:42.230>mostly <00:25:42.231>tacet <00:25:42.232>and <00:25:42.233>what <00:25:42.235>do <00:25:42.236>I <00:25:42.237>mean <00:25:42.239>by

00:25:42.240 --> 00:25:44.230 align:start position:0%
<00:25:42.240>mostly <00:25:42.356>tacet <00:25:42.473>and <00:25:42.590>what <00:25:42.706>do <00:25:42.823>I <00:25:42.940>mean <00:25:43.056>by <00:25:43.173>mostly <00:25:43.290>tacet <00:25:43.406>in <00:25:43.523>our <00:25:43.640>development

00:25:44.230 --> 00:25:44.240 align:start position:0%
<00:25:44.230>mostly <00:25:44.232>tacet <00:25:44.234>in <00:25:44.236>our <00:25:44.239>development

00:25:44.240 --> 00:25:45.909 align:start position:0%
<00:25:44.240>mostly <00:25:44.380>tacet <00:25:44.520>in <00:25:44.660>our <00:25:44.800>development <00:25:44.940>processes <00:25:45.080>like <00:25:45.220>we <00:25:45.360>are <00:25:45.500>writing <00:25:45.640>the

00:25:45.909 --> 00:25:45.919 align:start position:0%
<00:25:45.909>processes <00:25:45.910>like <00:25:45.912>we <00:25:45.914>are <00:25:45.916>writing <00:25:45.918>the

00:25:45.919 --> 00:25:47.990 align:start position:0%
<00:25:45.919>processes <00:25:46.059>like <00:25:46.199>we <00:25:46.339>are <00:25:46.479>writing <00:25:46.619>the <00:25:46.759>requirements <00:25:46.899>and <00:25:47.039>once <00:25:47.179>requirements <00:25:47.319>have

00:25:47.990 --> 00:25:48.000 align:start position:0%
<00:25:47.990>requirements <00:25:47.992>and <00:25:47.994>once <00:25:47.996>requirements <00:25:47.999>have

00:25:48.000 --> 00:25:49.830 align:start position:0%
<00:25:48.000>requirements <00:25:48.107>and <00:25:48.215>once <00:25:48.323>requirements <00:25:48.430>have <00:25:48.538>been <00:25:48.646>written <00:25:48.753>and <00:25:48.861>even <00:25:48.969>if <00:25:49.076>we <00:25:49.184>spend <00:25:49.292>a <00:25:49.400>lot

00:25:49.830 --> 00:25:49.840 align:start position:0%
<00:25:49.830>been <00:25:49.831>written <00:25:49.832>and <00:25:49.833>even <00:25:49.834>if <00:25:49.835>we <00:25:49.836>spend <00:25:49.837>a <00:25:49.839>lot

00:25:49.840 --> 00:25:52.310 align:start position:0%
<00:25:49.840>been <00:25:49.927>written <00:25:50.014>and <00:25:50.102>even <00:25:50.189>if <00:25:50.277>we <00:25:50.365>spend <00:25:50.452>a <00:25:50.540>lot <00:25:50.627>of <00:25:50.715>time <00:25:50.802>on <00:25:50.889>them <00:25:50.977>we <00:25:51.064>realize <00:25:51.152>well <00:25:51.240>that's

00:25:52.310 --> 00:25:52.320 align:start position:0%
<00:25:52.310>of <00:25:52.311>time <00:25:52.312>on <00:25:52.313>them <00:25:52.315>we <00:25:52.316>realize <00:25:52.317>well <00:25:52.319>that's

00:25:52.320 --> 00:25:54.549 align:start position:0%
<00:25:52.320>of <00:25:52.419>time <00:25:52.520>on <00:25:52.620>them <00:25:52.720>we <00:25:52.820>realize <00:25:52.919>well <00:25:53.020>that's <00:25:53.120>not <00:25:53.220>exactly <00:25:53.320>what <00:25:53.419>I <00:25:53.520>meant <00:25:53.620>once <00:25:53.720>it's

00:25:54.549 --> 00:25:54.559 align:start position:0%
<00:25:54.549>not <00:25:54.550>exactly <00:25:54.552>what <00:25:54.553>I <00:25:54.555>meant <00:25:54.556>once <00:25:54.558>it's

00:25:54.559 --> 00:25:58.070 align:start position:0%
<00:25:54.559>not <00:25:54.658>exactly <00:25:54.759>what <00:25:54.859>I <00:25:54.959>meant <00:25:55.059>once <00:25:55.158>it's <00:25:55.259>already <00:25:55.359>there <00:25:55.459>so <00:25:55.559>the <00:25:55.658>test <00:25:55.759>cases <00:25:55.859>and <00:25:55.959>go

00:25:58.070 --> 00:25:58.080 align:start position:0%
<00:25:58.070>already <00:25:58.071>there <00:25:58.072>so <00:25:58.073>the <00:25:58.075>test <00:25:58.076>cases <00:25:58.077>and <00:25:58.079>go

00:25:58.080 --> 00:26:00.070 align:start position:0%
<00:25:58.080>already <00:25:58.179>there <00:25:58.280>so <00:25:58.379>the <00:25:58.480>test <00:25:58.580>cases <00:25:58.679>and <00:25:58.780>go <00:25:58.879>from <00:25:58.980>the <00:25:59.080>spec <00:25:59.179>that <00:25:59.280>already <00:25:59.379>exists <00:25:59.480>is

00:26:00.070 --> 00:26:00.080 align:start position:0%
<00:26:00.070>from <00:26:00.071>the <00:26:00.072>spec <00:26:00.074>that <00:26:00.076>already <00:26:00.077>exists <00:26:00.079>is

00:26:00.080 --> 00:26:02.390 align:start position:0%
<00:26:00.080>from <00:26:00.179>the <00:26:00.280>spec <00:26:00.379>that <00:26:00.480>already <00:26:00.580>exists <00:26:00.679>is <00:26:00.780>they <00:26:00.879>try <00:26:00.980>to <00:26:01.080>define <00:26:01.179>them <00:26:01.280>more <00:26:01.379>in <00:26:01.480>detail.

00:26:02.390 --> 00:26:02.400 align:start position:0%
<00:26:02.390>they <00:26:02.391>try <00:26:02.392>to <00:26:02.393>define <00:26:02.395>them <00:26:02.396>more <00:26:02.397>in <00:26:02.399>detail.

00:26:02.400 --> 00:26:04.549 align:start position:0%
<00:26:02.400>they <00:26:02.507>try <00:26:02.615>to <00:26:02.723>define <00:26:02.830>them <00:26:02.938>more <00:26:03.046>in <00:26:03.153>detail. <00:26:03.261>There's <00:26:03.369>about <00:26:03.476>a <00:26:03.584>lot <00:26:03.692>of <00:26:03.800>communication

00:26:04.549 --> 00:26:04.559 align:start position:0%
<00:26:04.549>There's <00:26:04.550>about <00:26:04.552>a <00:26:04.554>lot <00:26:04.556>of <00:26:04.558>communication

00:26:04.559 --> 00:26:08.549 align:start position:0%
<00:26:04.559>There's <00:26:04.675>about <00:26:04.792>a <00:26:04.908>lot <00:26:05.025>of <00:26:05.142>communication <00:26:05.259>with <00:26:05.375>the <00:26:05.492>product <00:26:05.609>manager <00:26:05.725>or <00:26:05.842>with <00:26:05.959>the

00:26:08.549 --> 00:26:08.559 align:start position:0%
<00:26:08.549>with <00:26:08.550>the <00:26:08.552>product <00:26:08.553>manager <00:26:08.555>or <00:26:08.556>with <00:26:08.558>the

00:26:08.559 --> 00:26:11.269 align:start position:0%
<00:26:08.559>with <00:26:08.686>the <00:26:08.813>product <00:26:08.940>manager <00:26:09.068>or <00:26:09.195>with <00:26:09.322>the <00:26:09.449>developers <00:26:09.577>to <00:26:09.704>understand <00:26:09.831>what <00:26:09.959>exactly

00:26:11.269 --> 00:26:11.279 align:start position:0%
<00:26:11.269>developers <00:26:11.271>to <00:26:11.273>understand <00:26:11.275>what <00:26:11.278>exactly

00:26:11.279 --> 00:26:13.350 align:start position:0%
<00:26:11.279>developers <00:26:11.419>to <00:26:11.559>understand <00:26:11.699>what <00:26:11.839>exactly <00:26:11.979>was <00:26:12.119>the <00:26:12.259>meaning <00:26:12.399>of <00:26:12.539>the <00:26:12.679>implementation,

00:26:13.350 --> 00:26:13.360 align:start position:0%
<00:26:13.350>was <00:26:13.351>the <00:26:13.353>meaning <00:26:13.355>of <00:26:13.357>the <00:26:13.359>implementation,

00:26:13.360 --> 00:26:15.590 align:start position:0%
<00:26:13.360>was <00:26:13.487>the <00:26:13.614>meaning <00:26:13.741>of <00:26:13.869>the <00:26:13.996>implementation, <00:26:14.123>what <00:26:14.250>was <00:26:14.378>desired <00:26:14.505>business <00:26:14.632>outcome. <00:26:14.760>And

00:26:15.590 --> 00:26:15.600 align:start position:0%
<00:26:15.590>what <00:26:15.591>was <00:26:15.593>desired <00:26:15.595>business <00:26:15.597>outcome. <00:26:15.599>And

00:26:15.600 --> 00:26:18.789 align:start position:0%
<00:26:15.600>what <00:26:15.699>was <00:26:15.800>desired <00:26:15.899>business <00:26:16.000>outcome. <00:26:16.100>And <00:26:16.199>so <00:26:16.300>we <00:26:16.399>go <00:26:16.500>maybe <00:26:16.600>from <00:26:16.699>three <00:26:16.800>specs <00:26:16.899>to <00:26:17.000>10

00:26:18.789 --> 00:26:18.799 align:start position:0%
<00:26:18.789>so <00:26:18.790>we <00:26:18.791>go <00:26:18.792>maybe <00:26:18.793>from <00:26:18.794>three <00:26:18.795>specs <00:26:18.796>to <00:26:18.798>10

00:26:18.799 --> 00:26:22.630 align:start position:0%
<00:26:18.799>so <00:26:18.892>we <00:26:18.985>go <00:26:19.079>maybe <00:26:19.172>from <00:26:19.265>three <00:26:19.359>specs <00:26:19.452>to <00:26:19.545>10 <00:26:19.639>tests, <00:26:19.732>right? <00:26:19.825>And <00:26:19.918>that's <00:26:20.012>where <00:26:20.105>the <00:26:20.199>agent

00:26:22.630 --> 00:26:22.640 align:start position:0%
<00:26:22.630>tests, <00:26:22.631>right? <00:26:22.633>And <00:26:22.634>that's <00:26:22.636>where <00:26:22.637>the <00:26:22.639>agent

00:26:22.640 --> 00:26:24.950 align:start position:0%
<00:26:22.640>tests, <00:26:22.740>right? <00:26:22.840>And <00:26:22.940>that's <00:26:23.040>where <00:26:23.140>the <00:26:23.240>agent <00:26:23.340>comes <00:26:23.440>in. <00:26:23.540>And <00:26:23.640>what <00:26:23.740>makes <00:26:23.840>it <00:26:23.940>very <00:26:24.040>good

00:26:24.950 --> 00:26:24.960 align:start position:0%
<00:26:24.950>comes <00:26:24.951>in. <00:26:24.952>And <00:26:24.953>what <00:26:24.955>makes <00:26:24.956>it <00:26:24.957>very <00:26:24.959>good

00:26:24.960 --> 00:26:26.950 align:start position:0%
<00:26:24.960>comes <00:26:25.053>in. <00:26:25.146>And <00:26:25.240>what <00:26:25.333>makes <00:26:25.426>it <00:26:25.520>very <00:26:25.613>good <00:26:25.706>for <00:26:25.800>the <00:26:25.893>agent <00:26:25.986>is <00:26:26.080>you <00:26:26.173>can <00:26:26.266>write <00:26:26.360>in

00:26:26.950 --> 00:26:26.960 align:start position:0%
<00:26:26.950>for <00:26:26.951>the <00:26:26.952>agent <00:26:26.953>is <00:26:26.955>you <00:26:26.956>can <00:26:26.957>write <00:26:26.959>in

00:26:26.960 --> 00:26:29.990 align:start position:0%
<00:26:26.960>for <00:26:27.060>the <00:26:27.160>agent <00:26:27.260>is <00:26:27.360>you <00:26:27.460>can <00:26:27.560>write <00:26:27.660>in <00:26:27.760>natural <00:26:27.860>language. <00:26:27.960>your <00:26:28.060>PM <00:26:28.160>does <00:26:28.260>not <00:26:28.360>need

00:26:29.990 --> 00:26:30.000 align:start position:0%
<00:26:29.990>natural <00:26:29.991>language. <00:26:29.993>your <00:26:29.994>PM <00:26:29.996>does <00:26:29.997>not <00:26:29.999>need

00:26:30.000 --> 00:26:32.630 align:start position:0%
<00:26:30.000>natural <00:26:30.107>language. <00:26:30.215>your <00:26:30.323>PM <00:26:30.430>does <00:26:30.538>not <00:26:30.646>need <00:26:30.753>to <00:26:30.861>read <00:26:30.969>your <00:26:31.076>nonsense <00:26:31.184>code <00:26:31.292>anymore <00:26:31.400>that

00:26:32.630 --> 00:26:32.640 align:start position:0%
<00:26:32.630>to <00:26:32.631>read <00:26:32.633>your <00:26:32.634>nonsense <00:26:32.636>code <00:26:32.637>anymore <00:26:32.639>that

00:26:32.640 --> 00:26:35.110 align:start position:0%
<00:26:32.640>to <00:26:32.747>read <00:26:32.855>your <00:26:32.963>nonsense <00:26:33.070>code <00:26:33.178>anymore <00:26:33.286>that <00:26:33.393>he <00:26:33.501>doesn't <00:26:33.609>get. <00:26:33.716>So <00:26:33.824>that <00:26:33.932>that <00:26:34.040>that's

00:26:35.110 --> 00:26:35.120 align:start position:0%
<00:26:35.110>he <00:26:35.111>doesn't <00:26:35.112>get. <00:26:35.114>So <00:26:35.116>that <00:26:35.117>that <00:26:35.119>that's

00:26:35.120 --> 00:26:39.159 align:start position:0%
<00:26:35.120>he <00:26:35.260>doesn't <00:26:35.399>get. <00:26:35.540>So <00:26:35.679>that <00:26:35.820>that <00:26:35.959>that's <00:26:36.100>advantage <00:26:36.239>that <00:26:36.379>I'm <00:26:36.520>seeing.