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Great.

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<00:01:12.845>Um, <00:01:13.000>but <00:01:13.156>let's <00:01:13.311>start <00:01:13.467>with <00:01:13.622>a <00:01:13.778>kind <00:01:13.933>of <00:01:14.089>an <00:01:14.245>easy

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<00:03:20.445>and <00:03:20.678>operation <00:03:20.911>team <00:03:21.144>from <00:03:21.378>the <00:03:21.611>other <00:03:21.845>side.

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<00:03:23.245>And <00:03:23.420>it <00:03:23.595>really, <00:03:23.770>it <00:03:23.945>was <00:03:24.120>all <00:03:24.295>about <00:03:24.470>ensuring <00:03:24.645>faster

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<00:03:26.285>and <00:03:26.484>more <00:03:26.685>reliable, <00:03:26.885>and <00:03:27.085>obviously, <00:03:27.285>uh, <00:03:27.484>continuous <00:03:27.685>delivery

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<00:03:30.245>of <00:03:30.525>real, <00:03:30.805>uh, <00:03:31.085>high <00:03:31.365>quality <00:03:31.645>software.

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<00:03:33.125>So <00:03:33.265>as <00:03:33.405>we <00:03:33.545>look <00:03:33.685>into <00:03:33.825>the, <00:03:33.965>really <00:03:34.105>the <00:03:34.245>evolution <00:03:34.385>of <00:03:34.525>DevOps,

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<00:03:42.935>And <00:03:43.135>each <00:03:43.335>segment <00:03:43.535>really <00:03:43.735>contributed <00:03:43.935>a <00:03:44.135>lot <00:03:44.335>to

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<00:03:46.315>what <00:03:46.548>we <00:03:46.781>have <00:03:47.015>today <00:03:47.248>to <00:03:47.481>the <00:03:47.715>robust

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<00:03:52.095>And <00:03:52.328>I <00:03:52.561>think <00:03:52.795>this <00:03:53.028>image <00:03:53.261>is <00:03:53.495>amazing

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<00:03:58.815>and, <00:03:58.954>uh, <00:03:59.095>went <00:03:59.234>into <00:03:59.375>this <00:03:59.515>super <00:03:59.655>highway <00:03:59.795>kind <00:03:59.935>of, <00:04:00.075>uh, <00:04:00.215>road.

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<00:04:02.975>So <00:04:03.208>let's <00:04:03.441>start <00:04:03.674>with <00:04:03.908>the <00:04:04.141>first <00:04:04.375>segment.

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<00:04:05.565>Uh, <00:04:05.765>the <00:04:05.965>first <00:04:06.165>segment <00:04:06.365>was <00:04:06.565>really, <00:04:06.765>uh, <00:04:06.965>again,

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<00:04:08.945>in <00:04:09.189>the <00:04:09.434>late, <00:04:09.679>uh, <00:04:09.924>two <00:04:10.169>thousands.

83
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<00:04:10.645>Uh, <00:04:10.845>it <00:04:11.045>was <00:04:11.245>really <00:04:11.445>focused <00:04:11.645>on <00:04:11.845>collaboration <00:04:12.045>and,

84
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<00:04:14.265>and <00:04:14.545>all <00:04:14.825>of <00:04:15.105>the <00:04:15.385>IT <00:04:15.665>professionals

85
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<00:04:16.865>that <00:04:17.020>were <00:04:17.176>in <00:04:17.331>the <00:04:17.487>companies <00:04:17.642>back <00:04:17.798>then <00:04:17.953>were <00:04:18.109>really <00:04:18.265>started

86
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<00:04:20.165>to <00:04:20.398>understand <00:04:20.631>that <00:04:20.865>communication <00:04:21.098>is <00:04:21.331>the <00:04:21.565>basis

87
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<00:04:24.045>and <00:04:24.220>the <00:04:24.395>fundamental <00:04:24.570>for, <00:04:24.745>uh, <00:04:24.920>improving <00:04:25.095>the <00:04:25.270>delivery <00:04:25.445>process.

88
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<00:04:28.715>And <00:04:28.870>we <00:04:29.026>can <00:04:29.181>think <00:04:29.337>about <00:04:29.492>this <00:04:29.648>phase, <00:04:29.803>this <00:04:29.959>first <00:04:30.114>phase

89
00:04:33.275 --> 00:04:37.655
<00:04:33.275>as <00:04:33.430>kind <00:04:33.586>of <00:04:33.741>the <00:04:33.897>fundamentals <00:04:34.052>of <00:04:34.208>the <00:04:34.363>better <00:04:34.519>bridge, <00:04:34.674>kind

90
00:04:37.655 --> 00:04:41.415
<00:04:37.655>of <00:04:37.888>the, <00:04:38.121>uh, <00:04:38.354>really <00:04:38.588>the <00:04:38.821>first, <00:04:39.054>uh,

91
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<00:04:42.925>road <00:04:43.125>or <00:04:43.325>the <00:04:43.525>first <00:04:43.725>bridge <00:04:43.925>to <00:04:44.125>really, <00:04:44.325>uh,

92
00:04:45.755 --> 00:04:47.015
<00:04:45.755>for <00:04:45.981>the <00:04:46.208>future <00:04:46.435>of <00:04:46.662>the <00:04:46.889>DevOps.

93
00:04:47.395 --> 00:04:49.255
<00:04:47.395>And <00:04:47.570>then <00:04:47.745>we <00:04:47.919>can <00:04:48.094>talk <00:04:48.270>about <00:04:48.445>the <00:04:48.620>second <00:04:48.794>phase.

94
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<00:04:50.615>And <00:04:50.815>the <00:04:51.015>second <00:04:51.215>phase, <00:04:51.415>uh, <00:04:51.615>is <00:04:51.815>really <00:04:52.015>kind

95
00:04:53.715 --> 00:04:55.035
<00:04:53.715>of <00:04:54.111>building <00:04:54.507>the <00:04:54.902>infrastructure.

96
00:04:55.695 --> 00:04:59.555
<00:04:55.695>At <00:04:55.895>the <00:04:56.094>early <00:04:56.295>of <00:04:56.495>2010, <00:04:56.695>um, <00:04:56.895>the <00:04:57.094>concept

97
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<00:04:59.695>of <00:04:59.895>DevOps <00:05:00.094>really <00:05:00.295>gained <00:05:00.495>a <00:05:00.695>lot <00:05:00.895>of <00:05:01.094>traction.

98
00:05:02.425 --> 00:05:05.565
<00:05:02.425>And <00:05:02.580>as <00:05:02.736>soon <00:05:02.891>as <00:05:03.047>it, <00:05:03.202>it <00:05:03.358>really <00:05:03.513>happened, <00:05:03.669>many <00:05:03.825>tools

99
00:05:05.665 --> 00:05:07.925
<00:05:05.665>and <00:05:05.898>also <00:05:06.131>best <00:05:06.365>practices <00:05:06.598>began <00:05:06.831>to <00:05:07.065>emerge.

100
00:05:08.545 --> 00:05:13.325
<00:05:08.545>And, <00:05:08.685>uh, <00:05:08.825>this <00:05:08.965>was <00:05:09.105>basically, <00:05:09.245>if <00:05:09.385>we <00:05:09.525>can <00:05:09.665>talk <00:05:09.805>about <00:05:09.945>it,

101
00:05:13.385 --> 00:05:16.525
<00:05:13.385>it <00:05:13.585>was <00:05:13.784>like <00:05:13.985>CICD <00:05:14.185>really <00:05:14.385>became <00:05:14.585>the, <00:05:14.784>uh,

102
00:05:16.825 --> 00:05:18.405
<00:05:16.825>the <00:05:17.291>pillars <00:05:17.758>of <00:05:18.224>DevOps.

103
00:05:18.865 --> 00:05:22.765
<00:05:18.865>So <00:05:19.005>back <00:05:19.145>then, <00:05:19.285>we <00:05:19.425>can <00:05:19.565>think <00:05:19.705>about <00:05:19.845>this <00:05:19.985>era <00:05:20.125>as, <00:05:20.265>uh,

104
00:05:23.185 --> 00:05:25.085
<00:05:23.185>the <00:05:23.465>creation <00:05:23.745>of <00:05:24.025>automation <00:05:24.305>in <00:05:24.585>bridges.

105
00:05:25.385 --> 00:05:27.805
<00:05:25.385>So <00:05:25.735>think <00:05:26.085>about <00:05:26.435>enabling <00:05:26.784>cars,

106
00:05:27.985 --> 00:05:31.125
<00:05:27.985>or <00:05:28.265>in <00:05:28.545>our <00:05:28.825>case <00:05:29.105>code, <00:05:29.385>uh,

107
00:05:31.265 --> 00:05:34.045
<00:05:31.265>to <00:05:31.405>actually <00:05:31.544>move <00:05:31.685>faster <00:05:31.825>from <00:05:31.965>one <00:05:32.104>side <00:05:32.245>to <00:05:32.385>the <00:05:32.525>other <00:05:32.664>side,

108
00:05:34.045 --> 00:05:37.045
<00:05:34.045>and <00:05:34.200>not <00:05:34.356>only <00:05:34.511>move <00:05:34.667>faster, <00:05:34.822>but <00:05:34.978>move <00:05:35.133>much <00:05:35.289>more <00:05:35.445>safely,

109
00:05:37.745 --> 00:05:41.405
<00:05:37.745>and <00:05:37.920>to <00:05:38.095>ensure <00:05:38.270>that <00:05:38.445>code <00:05:38.620>is <00:05:38.795>really <00:05:38.970>getting <00:05:39.145>deployed

110
00:05:41.405 --> 00:05:45.125
<00:05:41.405>to <00:05:41.580>production <00:05:41.755>more <00:05:41.929>automatically, <00:05:42.104>but <00:05:42.280>also <00:05:42.455>much <00:05:42.630>more <00:05:42.804>safely.

111
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<00:05:46.265>Um, <00:05:46.465>and <00:05:46.664>the <00:05:46.865>third <00:05:47.065>segment <00:05:47.265>that <00:05:47.465>I'm <00:05:47.664>going

112
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<00:05:49.845>to <00:05:49.961>talk <00:05:50.078>about <00:05:50.195>is <00:05:50.311>really <00:05:50.428>the <00:05:50.545>last, <00:05:50.661>uh, <00:05:50.778>uh, <00:05:50.895>10 <00:05:51.011>years, <00:05:51.128>I <00:05:51.245>think.

113
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<00:05:54.185>And <00:05:54.360>it's <00:05:54.535>really <00:05:54.710>the <00:05:54.885>later <00:05:55.060>eras <00:05:55.235>that's <00:05:55.410>really <00:05:55.585>introducing

114
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<00:05:58.195>much <00:05:58.474>more <00:05:58.755>robust <00:05:59.034>and <00:05:59.315>fine-grained <00:05:59.594>kind

115
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<00:06:00.805>of <00:06:01.271>infrastructures <00:06:01.738>and <00:06:02.205>tools.

116
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<00:06:03.065>And <00:06:03.205>there <00:06:03.344>were <00:06:03.485>a <00:06:03.625>lot <00:06:03.765>of <00:06:03.905>terms <00:06:04.045>generated <00:06:04.185>back <00:06:04.325>then, <00:06:04.465>uh,

117
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<00:06:06.325>terms <00:06:06.791>like <00:06:07.258>infra <00:06:07.724>code

118
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<00:06:08.625>and <00:06:08.858>cell <00:06:09.091>filling <00:06:09.325>systems, <00:06:09.558>major <00:06:09.791>scale <00:06:10.025>handling,

119
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<00:06:12.585>and <00:06:12.864>obviously, <00:06:13.145>uh, <00:06:13.424>robust <00:06:13.705>monitoring <00:06:13.984>systems.

120
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<00:06:16.785>And <00:06:16.925>this <00:06:17.065>phase <00:06:17.205>kind <00:06:17.345>of <00:06:17.485>wrapped <00:06:17.625>up <00:06:17.765>what <00:06:17.905>we <00:06:18.045>have <00:06:18.185>today,

121
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<00:06:20.865>and <00:06:21.005>we <00:06:21.145>can <00:06:21.285>really <00:06:21.425>look <00:06:21.565>at <00:06:21.705>the <00:06:21.845>evolution <00:06:21.985>of <00:06:22.125>DevOps <00:06:22.265>is,

122
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<00:06:24.385>is <00:06:24.525>kind <00:06:24.664>of <00:06:24.805>the <00:06:24.945>story <00:06:25.085>of <00:06:25.224>transforming <00:06:25.365>from, <00:06:25.505>like <00:06:25.645>I <00:06:25.784>said,

123
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<00:06:27.985>an <00:06:28.140>old <00:06:28.296>creek <00:06:28.451>bridge <00:06:28.607>to <00:06:28.762>a <00:06:28.918>really <00:06:29.073>super <00:06:29.229>highway, <00:06:29.385>uh,

124
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<00:06:32.005>seamlessly <00:06:32.284>connecting <00:06:32.565>the <00:06:32.844>world <00:06:33.125>of, <00:06:33.405>uh,

125
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<00:06:34.875>development <00:06:35.563>and <00:06:36.251>operations.

126
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<00:06:36.865>And <00:06:37.127>that's, <00:06:37.390>we <00:06:37.653>are <00:06:37.916>here <00:06:38.179>today.

127
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<00:06:38.665>Uh, <00:06:38.805>and <00:06:38.945>as <00:06:39.085>we <00:06:39.225>look <00:06:39.365>to <00:06:39.505>the <00:06:39.645>future, <00:06:39.785>I'm <00:06:39.925>super <00:06:40.065>excited

128
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<00:06:42.284>because <00:06:42.564>there <00:06:42.844>are <00:06:43.124>much <00:06:43.405>more, <00:06:43.684>uh,

129
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<00:06:45.555>many <00:06:45.772>things <00:06:45.990>that <00:06:46.207>are <00:06:46.425>going <00:06:46.642>to <00:06:46.860>happen.

130
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<00:06:47.345>And <00:06:47.500>that's <00:06:47.656>what, <00:06:47.811>uh, <00:06:47.967>we <00:06:48.122>are <00:06:48.278>talking <00:06:48.433>about <00:06:48.589>right <00:06:48.745>now.

131
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<00:06:50.105>And <00:06:50.245>the <00:06:50.385>next <00:06:50.525>things, <00:06:50.665>uh, <00:06:50.805>next <00:06:50.945>thing <00:06:51.085>is <00:06:51.225>basically <00:06:51.365>ai, <00:06:51.505>uh,

132
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<00:06:54.405>integrated <00:06:54.755>into <00:06:55.104>the <00:06:55.455>DevOps <00:06:55.804>world,

133
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<00:06:57.065>and <00:06:57.220>that's <00:06:57.376>what <00:06:57.531>we <00:06:57.687>are <00:06:57.842>going <00:06:57.998>to <00:06:58.153>talk <00:06:58.309>about <00:06:58.465>today.

134
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<00:07:00.585>So, <00:07:00.818>hey, <00:07:01.051>everyone, <00:07:01.284>again, <00:07:01.518>I'm <00:07:01.751>RAs <00:07:01.984>Cohen.

135
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<00:07:04.225>I'm <00:07:04.400>an <00:07:04.575>entrepreneur <00:07:04.750>from <00:07:04.925>Israel. <00:07:05.100>I'm <00:07:05.275>26 <00:07:05.450>years <00:07:05.625>old.

136
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<00:07:07.145>Um, <00:07:07.261>I'm <00:07:07.378>a <00:07:07.495>wave <00:07:07.611>surf <00:07:07.728>and <00:07:07.844>a <00:07:07.961>base <00:07:08.078>bear <00:07:08.195>that's <00:07:08.311>kind <00:07:08.428>of <00:07:08.544>fun.

137
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<00:07:12.025>Uh, <00:07:12.224>I'm <00:07:12.424>really <00:07:12.625>passionate <00:07:12.825>about <00:07:13.025>traveling <00:07:13.224>and <00:07:13.424>food.

138
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<00:07:14.825>And <00:07:14.965>I <00:07:15.104>have, <00:07:15.245>uh, <00:07:15.385>eight <00:07:15.525>years <00:07:15.664>of <00:07:15.805>experience <00:07:15.945>in <00:07:16.085>all <00:07:16.224>about,

139
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<00:07:18.945>you <00:07:19.224>know, <00:07:19.505>development, <00:07:19.784>DevOps, <00:07:20.065>platform <00:07:20.344>engineering,

140
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<00:07:21.865>and <00:07:22.098>I'm <00:07:22.331>looking <00:07:22.565>for, <00:07:22.798>uh, <00:07:23.031>much <00:07:23.265>more

141
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<00:07:24.505>and <00:07:24.705>maybe <00:07:24.905>AI <00:07:25.105>in <00:07:25.305>the, <00:07:25.505>in <00:07:25.705>the <00:07:25.905>future.

142
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<00:07:27.545>And <00:07:27.778>today, <00:07:28.011>I <00:07:28.245>am <00:07:28.478>actually <00:07:28.711>helping <00:07:28.945>developers

143
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<00:07:30.385>to <00:07:30.664>not <00:07:30.945>build <00:07:31.224>broken <00:07:31.505>access <00:07:31.784>control@permit.io.

144
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<00:07:34.505>And <00:07:34.705>just <00:07:34.905>a <00:07:35.105>quick <00:07:35.305>recap <00:07:35.505>about <00:07:35.705>permit, <00:07:35.905>uh,

145
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<00:07:37.635>what <00:07:37.775>we <00:07:37.914>are <00:07:38.055>doing <00:07:38.195>at <00:07:38.335>permit, <00:07:38.474>we <00:07:38.615>are <00:07:38.755>building, <00:07:38.895>uh, <00:07:39.034>kind

146
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<00:07:40.645>of <00:07:40.924>a <00:07:41.205>full <00:07:41.484>stack <00:07:41.765>authorization <00:07:42.044>platform

147
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<00:07:43.065>to <00:07:43.531>enable <00:07:43.998>our <00:07:44.465>developers,

148
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<00:07:44.945>or <00:07:45.224>in <00:07:45.505>our <00:07:45.784>case, <00:07:46.065>our <00:07:46.344>customers

149
00:07:47.165 --> 00:07:50.125
<00:07:47.165>to <00:07:47.398>not <00:07:47.631>build <00:07:47.865>access <00:07:48.098>control <00:07:48.331>once <00:07:48.565>again.

150
00:07:50.745 --> 00:07:53.045
<00:07:50.745>And <00:07:50.945>this <00:07:51.145>was <00:07:51.345>a <00:07:51.545>quick <00:07:51.745>recap <00:07:51.945>about <00:07:52.145>permit,

151
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<00:07:54.825>and <00:07:55.058>let's <00:07:55.291>jump <00:07:55.525>off <00:07:55.758>to <00:07:55.991>our <00:07:56.224>story.

152
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<00:07:58.945>So <00:07:59.178>like, <00:07:59.411>in <00:07:59.645>every <00:07:59.878>company, <00:08:00.111>every <00:08:00.344>organization,

153
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<00:08:02.325>doesn't <00:08:02.591>matter <00:08:02.857>if <00:08:03.124>it's <00:08:03.390>a <00:08:03.657>startup

154
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<00:08:04.065>or <00:08:04.240>is <00:08:04.415>a, <00:08:04.590>it's <00:08:04.765>a, <00:08:04.940>a <00:08:05.115>big <00:08:05.290>corporation, <00:08:05.465>uh,

155
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<00:08:08.945>we <00:08:09.100>all <00:08:09.256>have <00:08:09.411>kind <00:08:09.567>of <00:08:09.722>the <00:08:09.878>same, <00:08:10.033>uh, <00:08:10.189>goal, <00:08:10.344>right?

156
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<00:08:12.125>Doesn't <00:08:12.325>matter <00:08:12.525>if <00:08:12.725>you <00:08:12.925>are <00:08:13.125>the <00:08:13.325>DevOps <00:08:13.525>team,

157
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<00:08:13.865>or <00:08:14.065>you <00:08:14.265>are <00:08:14.465>part <00:08:14.665>of <00:08:14.865>the <00:08:15.065>development <00:08:15.265>team,

158
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<00:08:15.725>or <00:08:15.852>maybe <00:08:15.979>the <00:08:16.106>product <00:08:16.234>team, <00:08:16.361>you <00:08:16.488>all <00:08:16.615>want <00:08:16.743>to <00:08:16.870>kind <00:08:16.997>of <00:08:17.125>release

159
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<00:08:19.825>to, <00:08:19.965>to <00:08:20.104>the <00:08:20.245>live, <00:08:20.385>to, <00:08:20.525>to, <00:08:20.664>to <00:08:20.805>the <00:08:20.945>real <00:08:21.085>air, <00:08:21.224>uh,

160
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<00:08:23.545>an <00:08:24.007>amazing <00:08:24.469>application, <00:08:24.931>right?

161
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<00:08:25.085>You <00:08:25.260>have <00:08:25.435>an <00:08:25.609>idea <00:08:25.784>or <00:08:25.960>someone <00:08:26.135>has <00:08:26.310>an <00:08:26.484>idea

162
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<00:08:27.865>and <00:08:28.077>you <00:08:28.289>want <00:08:28.502>to <00:08:28.714>develop <00:08:28.927>it

163
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<00:08:29.105>and <00:08:29.385>eventually <00:08:29.665>release <00:08:29.945>it <00:08:30.225>to <00:08:30.505>production.

164
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<00:08:31.945>So <00:08:32.061>in <00:08:32.178>order <00:08:32.294>to <00:08:32.411>do <00:08:32.528>it, <00:08:32.645>obviously <00:08:32.761>we <00:08:32.878>need <00:08:32.995>to <00:08:33.111>develop <00:08:33.228>the <00:08:33.345>code,

165
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<00:08:36.065>but <00:08:36.220>after <00:08:36.376>this, <00:08:36.531>we <00:08:36.687>need <00:08:36.842>to <00:08:36.998>release <00:08:37.153>it <00:08:37.309>to <00:08:37.465>production.

166
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<00:08:39.345>So <00:08:39.625>for <00:08:39.905>this, <00:08:40.185>we <00:08:40.465>have <00:08:40.745>Ross.

167
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<00:08:41.345>So <00:08:41.500>MI <00:08:41.656>Ross, <00:08:41.811>Ross <00:08:41.967>is <00:08:42.122>an <00:08:42.278>amazing <00:08:42.433>DevOps <00:08:42.589>engineer <00:08:42.745>again,

168
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<00:08:46.545>uh, <00:08:46.778>Dali, <00:08:47.011>uh, <00:08:47.245>made <00:08:47.478>this <00:08:47.711>amazing <00:08:47.944>picture.

169
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<00:08:49.355>It's <00:08:49.555>kind <00:08:49.755>of <00:08:49.955>a <00:08:50.155>really <00:08:50.355>cartoonish, <00:08:50.555>uh, <00:08:50.755>character.

170
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<00:08:54.235>Uh, <00:08:54.468>and <00:08:54.701>he, <00:08:54.935>Ross <00:08:55.168>is <00:08:55.401>super <00:08:55.635>excited

171
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<00:08:56.985>to <00:08:57.265>really <00:08:57.545>start <00:08:57.825>this <00:08:58.105>amazing <00:08:58.385>journey

172
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<00:08:59.265>of <00:08:59.679>building <00:09:00.093>the <00:09:00.507>infrastructure.

173
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<00:09:01.225>Uh, <00:09:01.380>for, <00:09:01.536>fortunately <00:09:01.691>for <00:09:01.847>Ross, <00:09:02.002>he <00:09:02.158>really <00:09:02.313>can <00:09:02.469>do <00:09:02.625>everything.

174
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<00:09:05.465>He <00:09:05.684>can <00:09:05.904>start <00:09:06.123>from <00:09:06.343>the <00:09:06.563>beginning.

175
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<00:09:06.745>He <00:09:06.978>can <00:09:07.211>take <00:09:07.445>open <00:09:07.678>sources <00:09:07.911>and <00:09:08.145>tools,

176
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<00:09:09.225>but <00:09:09.380>he <00:09:09.536>can <00:09:09.691>do <00:09:09.847>whatever <00:09:10.002>he <00:09:10.158>needs <00:09:10.313>to <00:09:10.469>actually, <00:09:10.625>uh,

177
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<00:09:12.675>release <00:09:13.025>this <00:09:13.375>application <00:09:13.724>to <00:09:14.074>production.

178
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<00:09:15.465>And <00:09:15.745>like <00:09:16.025>you <00:09:16.305>all <00:09:16.585>know, <00:09:16.865>um,

179
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<00:09:19.985>this <00:09:20.218>is <00:09:20.451>the <00:09:20.685>software <00:09:20.918>development <00:09:21.151>lifecycle, <00:09:21.385>right?

180
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<00:09:22.975>We <00:09:23.150>all <00:09:23.325>know, <00:09:23.500>we <00:09:23.675>all <00:09:23.850>saw <00:09:24.025>this <00:09:24.200>many <00:09:24.375>time,

181
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<00:09:26.215>and <00:09:26.390>we <00:09:26.565>have <00:09:26.740>tons <00:09:26.915>of <00:09:27.090>steps <00:09:27.265>that <00:09:27.440>we <00:09:27.615>need

182
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<00:09:28.435>to <00:09:28.668>consider <00:09:28.901>when <00:09:29.135>we <00:09:29.368>build <00:09:29.601>our <00:09:29.834>infrastructure.

183
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<00:09:30.935>Starts <00:09:31.285>with, <00:09:31.635>uh, <00:09:31.984>the <00:09:32.334>basic.

184
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<00:09:33.935>So <00:09:34.168>it <00:09:34.401>starts <00:09:34.635>with <00:09:34.868>planning, <00:09:35.101>then <00:09:35.334>coding.

185
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<00:09:37.095>And <00:09:37.328>after <00:09:37.561>this, <00:09:37.795>you <00:09:38.028>need <00:09:38.261>to <00:09:38.495>understand

186
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<00:09:39.295>how <00:09:39.528>you <00:09:39.761>continuous <00:09:39.995>integration <00:09:40.228>in <00:09:40.461>your <00:09:40.694>code,

187
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<00:09:42.975>and <00:09:43.255>then <00:09:43.535>continuous <00:09:43.815>delivering <00:09:44.095>your <00:09:44.375>code,

188
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<00:09:45.205>monitoring, <00:09:46.276>operating.

189
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<00:09:46.395>You <00:09:46.550>have <00:09:46.706>many, <00:09:46.861>many <00:09:47.017>things <00:09:47.172>that <00:09:47.328>you <00:09:47.483>need <00:09:47.639>to <00:09:47.795>do.

190
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<00:09:49.095>And <00:09:49.295>obviously <00:09:49.495>you <00:09:49.695>have <00:09:49.895>much <00:09:50.095>more <00:09:50.295>things <00:09:50.495>that

191
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<00:09:52.465>than <00:09:52.690>what <00:09:52.915>I <00:09:53.140>said <00:09:53.365>right <00:09:53.590>now.

192
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<00:09:54.255>And <00:09:54.410>it's <00:09:54.566>really <00:09:54.721>known <00:09:54.877>for <00:09:55.032>all, <00:09:55.188>all <00:09:55.343>of <00:09:55.499>us, <00:09:55.655>right?

193
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<00:09:58.055>We <00:09:58.210>all <00:09:58.366>know <00:09:58.521>this, <00:09:58.677>uh, <00:09:58.832>this <00:09:58.988>picture <00:09:59.143>of <00:09:59.299>like, <00:09:59.454>uh,

194
00:10:01.985 --> 00:10:03.515
<00:10:01.985>this <00:10:02.181>flow <00:10:02.378>of <00:10:02.575>what <00:10:02.771>we <00:10:02.968>have <00:10:03.165>to <00:10:03.362>do.

195
00:10:04.135 --> 00:10:06.755
<00:10:04.135>And <00:10:04.310>we <00:10:04.485>are <00:10:04.660>talking <00:10:04.835>about <00:10:05.010>this <00:10:05.185>for <00:10:05.360>really <00:10:05.535>years.

196
00:10:07.935 --> 00:10:09.755
<00:10:07.935>But <00:10:08.285>as <00:10:08.635>a <00:10:08.984>DevOps <00:10:09.334>engineer,

197
00:10:09.855 --> 00:10:12.075
<00:10:09.855>you <00:10:10.055>have <00:10:10.255>really <00:10:10.455>many, <00:10:10.655>many <00:10:10.855>things <00:10:11.055>to <00:10:11.255>do.

198
00:10:12.455 --> 00:10:15.075
<00:10:12.455>And <00:10:12.688>sometimes <00:10:12.921>it's <00:10:13.155>not <00:10:13.388>that <00:10:13.621>easy, <00:10:13.855>right?

199
00:10:15.455 --> 00:10:16.835
<00:10:15.455>It <00:10:15.662>doesn't <00:10:15.869>matter <00:10:16.076>if <00:10:16.283>you <00:10:16.490>are <00:10:16.697>alone

200
00:10:17.015 --> 00:10:18.955
<00:10:17.015>or <00:10:17.215>you <00:10:17.415>have <00:10:17.615>a <00:10:17.814>team <00:10:18.015>of <00:10:18.215>DevOps <00:10:18.415>engineers,

201
00:10:18.955 --> 00:10:21.155
<00:10:18.955>or <00:10:19.155>you <00:10:19.355>are <00:10:19.555>part <00:10:19.755>of <00:10:19.955>the <00:10:20.155>development <00:10:20.355>team.

202
00:10:21.695 --> 00:10:23.915
<00:10:21.695>Uh, <00:10:21.895>you <00:10:22.095>really <00:10:22.295>have <00:10:22.495>to <00:10:22.695>do <00:10:22.895>many <00:10:23.095>things,

203
00:10:24.015 --> 00:10:26.195
<00:10:24.015>and <00:10:24.170>you <00:10:24.326>not <00:10:24.481>only <00:10:24.637>have <00:10:24.792>to <00:10:24.948>do <00:10:25.103>them, <00:10:25.259>you <00:10:25.415>need

204
00:10:26.195 --> 00:10:28.755
<00:10:26.195>to <00:10:26.350>do <00:10:26.506>it <00:10:26.661>perfectly <00:10:26.817>because <00:10:26.972>you <00:10:27.128>need <00:10:27.283>to <00:10:27.439>make <00:10:27.595>sure

205
00:10:28.755 --> 00:10:31.475
<00:10:28.755>that <00:10:28.955>the <00:10:29.155>code, <00:10:29.355>uh, <00:10:29.555>will <00:10:29.755>release <00:10:29.955>the <00:10:30.155>production,

206
00:10:31.935 --> 00:10:35.635
<00:10:31.935>but <00:10:32.135>also <00:10:32.334>be <00:10:32.535>perfectly <00:10:32.734>secured, <00:10:32.935>be <00:10:33.135>perfectly <00:10:33.334>monitored.

207
00:10:36.135 --> 00:10:38.195
<00:10:36.135>If <00:10:36.310>there <00:10:36.485>is <00:10:36.660>something <00:10:36.835>or <00:10:37.010>an <00:10:37.185>incident, <00:10:37.360>you <00:10:37.535>need

208
00:10:38.195 --> 00:10:39.315
<00:10:38.195>to <00:10:38.531>alert <00:10:38.867>everything, <00:10:39.203>right?

209
00:10:39.895 --> 00:10:42.915
<00:10:39.895>So <00:10:40.095>things <00:10:40.295>are <00:10:40.495>really, <00:10:40.694>really <00:10:40.895>getting, <00:10:41.095>uh, <00:10:41.295>complicated.

210
00:10:43.415 --> 00:10:47.955
<00:10:43.415>And <00:10:43.648>not, <00:10:43.881>not <00:10:44.115>only <00:10:44.348>this, <00:10:44.581>uh, <00:10:44.814>fortunately,

211
00:10:47.955 --> 00:10:50.275
<00:10:47.955>unfortunately <00:10:48.188>for <00:10:48.421>Ross, <00:10:48.655>it's <00:10:48.888>kind <00:10:49.121>of <00:10:49.355>hard

212
00:10:50.275 --> 00:10:52.235
<00:10:50.275>because <00:10:50.508>in <00:10:50.741>the <00:10:50.975>modern <00:10:51.208>world <00:10:51.441>of <00:10:51.675>development

213
00:10:52.235 --> 00:10:56.115
<00:10:52.235>and <00:10:52.410>infrastructure, <00:10:52.585>you <00:10:52.760>have <00:10:52.935>so <00:10:53.110>many <00:10:53.285>more <00:10:53.460>challenges, <00:10:53.635>uh,

214
00:10:56.225 --> 00:10:59.395
<00:10:56.225>buzzwords <00:10:56.505>like <00:10:56.785>iot <00:10:57.065>and <00:10:57.345>quantum <00:10:57.625>computing

215
00:10:59.415 --> 00:11:02.795
<00:10:59.415>and <00:10:59.555>big <00:10:59.694>data <00:10:59.834>are <00:10:59.974>really <00:11:00.115>getting <00:11:00.255>much <00:11:00.395>more <00:11:00.535>attention <00:11:00.675>in <00:11:00.814>the

216
00:11:02.795 --> 00:11:03.795
<00:11:02.795>late, <00:11:03.245>latest <00:11:03.694>years.

217
00:11:04.695 --> 00:11:09.295
<00:11:04.695>And <00:11:04.850>these <00:11:05.006>words <00:11:05.161>are <00:11:05.317>really <00:11:05.472>bringing <00:11:05.628>tons <00:11:05.783>of <00:11:05.939>new <00:11:06.095>challenges.

218
00:11:09.875 --> 00:11:12.335
<00:11:09.875>And <00:11:10.030>we <00:11:10.186>need <00:11:10.341>to <00:11:10.497>understand <00:11:10.652>really <00:11:10.808>how <00:11:10.963>to <00:11:11.119>handle <00:11:11.275>everything,

219
00:11:12.595 --> 00:11:14.615
<00:11:12.595>not <00:11:12.875>only <00:11:13.155>the <00:11:13.435>por <00:11:13.715>uh, <00:11:13.995>operations.

220
00:11:14.675 --> 00:11:16.895
<00:11:14.675>Not <00:11:14.875>only <00:11:15.074>monitoring, <00:11:15.275>not <00:11:15.474>only <00:11:15.675>alerting, <00:11:15.875>you <00:11:16.074>need

221
00:11:16.895 --> 00:11:19.895
<00:11:16.895>to <00:11:17.035>understand <00:11:17.175>how <00:11:17.314>you <00:11:17.454>deploy <00:11:17.595>kind <00:11:17.735>of <00:11:17.875>a <00:11:18.015>big <00:11:18.155>data, <00:11:18.295>uh,

222
00:11:19.895 --> 00:11:24.815
<00:11:19.895>or <00:11:20.069>huge <00:11:20.245>warehouse <00:11:20.420>into <00:11:20.595>your <00:11:20.770>infrastructure, <00:11:20.944>how <00:11:21.120>you <00:11:21.295>maintain

223
00:11:25.595 --> 00:11:27.575
<00:11:25.595>IOT <00:11:25.875>devices <00:11:26.155>around, <00:11:26.435>uh, <00:11:26.715>the <00:11:26.995>network.

224
00:11:28.085 --> 00:11:31.575
<00:11:28.085>It's <00:11:28.212>really <00:11:28.339>getting, <00:11:28.466>uh, <00:11:28.594>kind <00:11:28.721>of <00:11:28.848>a <00:11:28.975>mess, <00:11:29.103>kind <00:11:29.230>of <00:11:29.357>a <00:11:29.485>chaos.

225
00:11:32.275 --> 00:11:36.735
<00:11:32.275>And <00:11:32.449>really, <00:11:32.625>Ross <00:11:32.800>has <00:11:32.975>many, <00:11:33.150>many <00:11:33.324>things <00:11:33.500>to <00:11:33.675>learn.

226
00:11:37.955 --> 00:11:39.695
<00:11:37.955>So <00:11:38.155>the <00:11:38.355>next <00:11:38.555>thing <00:11:38.755>that <00:11:38.955>Ross <00:11:39.155>will <00:11:39.355>do,

227
00:11:40.395 --> 00:11:41.705
<00:11:40.395>you <00:11:40.689>can <00:11:40.984>guess <00:11:41.279>it, <00:11:41.574>right?

228
00:11:42.215 --> 00:11:46.235
<00:11:42.215>Ross <00:11:42.355>will <00:11:42.495>quit, <00:11:42.635>but <00:11:42.775>no, <00:11:42.915>I'm <00:11:43.055>joking. <00:11:43.195>Ross <00:11:43.335>will <00:11:43.475>not <00:11:43.615>quit.

229
00:11:46.345 --> 00:11:47.715
<00:11:46.345>It's <00:11:46.591>just <00:11:46.838>a <00:11:47.084>really <00:11:47.331>cute <00:11:47.578>picture

230
00:11:47.785 --> 00:11:49.515
<00:11:47.785>that <00:11:48.018>I <00:11:48.251>really <00:11:48.485>wanted <00:11:48.718>to <00:11:48.951>put <00:11:49.185>here.

231
00:11:50.135 --> 00:11:52.875
<00:11:50.135>Um, <00:11:50.368>but <00:11:50.601>yeah, <00:11:50.835>Ross <00:11:51.068>will <00:11:51.301>not <00:11:51.535>quit.

232
00:11:53.515 --> 00:11:55.045
<00:11:53.515>Ross <00:11:53.973>will <00:11:54.433>handle <00:11:54.891>everything,

233
00:11:55.825 --> 00:11:58.485
<00:11:55.825>and <00:11:56.058>I'm <00:11:56.291>sure <00:11:56.525>that <00:11:56.758>Ross <00:11:56.991>will <00:11:57.225>understand

234
00:11:58.485 --> 00:11:59.565
<00:11:58.485>what <00:11:58.679>he <00:11:58.873>needs <00:11:59.068>to <00:11:59.262>do <00:11:59.457>first.

235
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<00:11:59.785>He <00:12:00.135>will <00:12:00.485>prioritize <00:12:00.834>the <00:12:01.185>needs.

236
00:12:02.225 --> 00:12:04.125
<00:12:02.225>Um, <00:12:02.505>but <00:12:02.785>today <00:12:03.065>we <00:12:03.345>will <00:12:03.625>understand

237
00:12:04.145 --> 00:12:07.805
<00:12:04.145>how <00:12:04.272>Ross <00:12:04.399>can <00:12:04.526>leverage <00:12:04.654>the <00:12:04.781>power <00:12:04.908>of <00:12:05.035>AI <00:12:05.163>to <00:12:05.290>underst <00:12:05.417>to <00:12:05.545>really

238
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<00:12:08.355>make <00:12:08.555>his <00:12:08.755>life <00:12:08.955>easier, <00:12:09.155>to <00:12:09.355>actually <00:12:09.555>take <00:12:09.755>all

239
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<00:12:12.485>of <00:12:12.659>the <00:12:12.834>things <00:12:13.009>that <00:12:13.184>he <00:12:13.359>needs <00:12:13.534>to <00:12:13.709>do.

240
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<00:12:14.135>Stuff <00:12:14.310>like <00:12:14.485>monitoring <00:12:14.660>stuff <00:12:14.835>like, <00:12:15.010>uh, <00:12:15.185>CICD <00:12:15.360>and <00:12:15.535>security.

241
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<00:12:18.385>And <00:12:18.560>he, <00:12:18.735>he <00:12:18.910>can <00:12:19.085>leverage <00:12:19.260>the <00:12:19.435>power <00:12:19.610>of <00:12:19.785>AI

242
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<00:12:20.705>to <00:12:20.938>make <00:12:21.171>his <00:12:21.405>life <00:12:21.638>much <00:12:21.871>more <00:12:22.105>easier.

243
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<00:12:23.255>So <00:12:23.382>today <00:12:23.509>we're <00:12:23.636>going <00:12:23.764>to <00:12:23.891>talk <00:12:24.018>about, <00:12:24.145>uh, <00:12:24.273>the <00:12:24.400>benefits <00:12:24.527>of <00:12:24.655>ai,

244
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<00:12:26.935>uh, <00:12:27.168>integrated <00:12:27.401>into <00:12:27.635>DevOps, <00:12:27.868>the <00:12:28.101>best <00:12:28.334>practices

245
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<00:12:29.815>and <00:12:30.095>some <00:12:30.375>known <00:12:30.655>tools <00:12:30.935>that <00:12:31.215>actually,

246
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<00:12:32.645>again, <00:12:32.921>make <00:12:33.198>his <00:12:33.475>life <00:12:33.752>easier.

247
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<00:12:35.785>So <00:12:35.959>we <00:12:36.135>will <00:12:36.310>start <00:12:36.485>by <00:12:36.660>talking <00:12:36.834>about <00:12:37.010>the <00:12:37.185>benefits

248
00:12:38.945 --> 00:12:40.485
<00:12:38.945>of <00:12:39.291>using <00:12:39.638>AI <00:12:39.984>in <00:12:40.331>DevOps,

249
00:12:41.095 --> 00:12:44.995
<00:12:41.095>and <00:12:41.295>we <00:12:41.495>can <00:12:41.695>start <00:12:41.895>with, <00:12:42.095>uh, <00:12:42.295>increased <00:12:42.495>efficiency

250
00:12:44.995 --> 00:12:47.195
<00:12:44.995>and <00:12:45.345>velocity, <00:12:45.695>uh, <00:12:46.045>of <00:12:46.395>development

251
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<00:12:47.195>and <00:12:47.545>software, <00:12:47.895>uh, <00:12:48.245>delivery <00:12:48.595>lifecycle.

252
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<00:12:49.735>That's <00:12:49.968>pretty, <00:12:50.201>that's <00:12:50.435>really <00:12:50.668>makes <00:12:50.901>sense, <00:12:51.135>right?

253
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<00:12:52.775>And <00:12:53.055>moving <00:12:53.334>forward, <00:12:53.615>we <00:12:53.895>have, <00:12:54.175>uh,

254
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<00:12:55.435>improved <00:12:55.776>the <00:12:56.119>accuracy <00:12:56.461>and <00:12:56.803>consistency.

255
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<00:12:57.055>If <00:12:57.229>you <00:12:57.405>think <00:12:57.579>about <00:12:57.755>it. <00:12:57.930>Um, <00:12:58.104>the <00:12:58.280>AI <00:12:58.454>agents

256
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<00:13:00.535>or <00:13:00.735>tools <00:13:00.935>are <00:13:01.135>basically, <00:13:01.334>uh, <00:13:01.535>need <00:13:01.735>one <00:13:01.935>thing.

257
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<00:13:03.395>They <00:13:03.569>need <00:13:03.745>either <00:13:03.920>a <00:13:04.095>prompt <00:13:04.270>or <00:13:04.444>a <00:13:04.620>good <00:13:04.795>configuration.

258
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<00:13:07.135>And <00:13:07.485>by <00:13:07.835>these <00:13:08.185>instructions, <00:13:08.535>uh,

259
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<00:13:09.655>you <00:13:09.888>can <00:13:10.121>really <00:13:10.355>make <00:13:10.588>everything <00:13:10.821>really <00:13:11.055>consistent.

260
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<00:13:12.735>So <00:13:12.851>we'll <00:13:12.968>talk <00:13:13.085>about <00:13:13.201>it <00:13:13.318>later, <00:13:13.435>how <00:13:13.551>we <00:13:13.668>can <00:13:13.785>use <00:13:13.901>the <00:13:14.018>tools <00:13:14.135>to,

261
00:13:16.455 --> 00:13:18.035
<00:13:16.455>uh, <00:13:16.805>make <00:13:17.155>our <00:13:17.505>life <00:13:17.855>easier,

262
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<00:13:18.655>but <00:13:18.935>they <00:13:19.214>can <00:13:19.495>really <00:13:19.775>keep <00:13:20.055>consistency

263
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<00:13:21.935>and, <00:13:22.135>um, <00:13:22.334>make <00:13:22.535>our <00:13:22.734>CICD <00:13:22.935>for, <00:13:23.135>for <00:13:23.334>example,

264
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<00:13:25.785>much <00:13:26.347>more <00:13:26.910>consistent.

265
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<00:13:27.775>Um, <00:13:28.008>and <00:13:28.241>also <00:13:28.475>the <00:13:28.708>amount <00:13:28.941>of <00:13:29.175>data

266
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<00:13:30.665>that <00:13:30.944>we <00:13:31.224>have <00:13:31.505>in <00:13:31.785>today's <00:13:32.064>infrastructure.

267
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<00:13:33.575>Uh, <00:13:33.808>stuff <00:13:34.041>like <00:13:34.275>the <00:13:34.508>amount <00:13:34.741>of <00:13:34.975>data

268
00:13:35.875 --> 00:13:37.275
<00:13:35.875>that <00:13:36.085>we <00:13:36.295>have <00:13:36.505>in <00:13:36.715>our <00:13:36.925>cloud, <00:13:37.135>right?

269
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<00:13:37.335>We <00:13:37.490>have <00:13:37.646>tons <00:13:37.801>of <00:13:37.957>logs, <00:13:38.112>we <00:13:38.268>have, <00:13:38.423>uh, <00:13:38.579>huge <00:13:38.735>amount

270
00:13:40.475 --> 00:13:41.875
<00:13:40.475>of <00:13:40.790>components <00:13:41.105>in <00:13:41.420>our <00:13:41.735>cloud.

271
00:13:42.335 --> 00:13:44.635
<00:13:42.335>And <00:13:42.615>also <00:13:42.895>we <00:13:43.175>have <00:13:43.455>huge <00:13:43.735>databases.

272
00:13:45.295 --> 00:13:47.195
<00:13:45.295>Uh, <00:13:45.574>we <00:13:45.854>have <00:13:46.135>so <00:13:46.415>many <00:13:46.694>components

273
00:13:47.255 --> 00:13:49.035
<00:13:47.255>and <00:13:47.605>resources <00:13:47.955>to <00:13:48.305>actually <00:13:48.655>understand

274
00:13:49.535 --> 00:13:52.195
<00:13:49.535>and <00:13:49.735>using <00:13:49.935>the <00:13:50.135>ai, <00:13:50.334>we <00:13:50.535>can <00:13:50.735>actually, <00:13:50.935>uh,

275
00:13:52.615 --> 00:13:56.315
<00:13:52.615>manage <00:13:52.848>better <00:13:53.081>the <00:13:53.315>resources <00:13:53.548>in <00:13:53.781>our <00:13:54.015>infrastructure

276
00:13:56.775 --> 00:13:59.475
<00:13:56.775>so <00:13:56.930>we <00:13:57.086>can <00:13:57.241>use <00:13:57.397>this <00:13:57.552>for <00:13:57.708>a <00:13:57.863>better <00:13:58.019>resource <00:13:58.175>management.

277
00:14:00.055 --> 00:14:03.475
<00:14:00.055>Uh, <00:14:00.229>and <00:14:00.405>obviously, <00:14:00.579>uh, <00:14:00.755>like <00:14:00.930>we <00:14:01.104>all <00:14:01.280>think <00:14:01.454>about,

278
00:14:03.815 --> 00:14:07.755
<00:14:03.815>AI <00:14:03.970>really <00:14:04.126>can <00:14:04.281>benefit <00:14:04.437>for <00:14:04.592>us <00:14:04.748>in <00:14:04.903>the <00:14:05.059>security <00:14:05.215>world.

279
00:14:08.215 --> 00:14:12.875
<00:14:08.215>So <00:14:08.355>using <00:14:08.495>a <00:14:08.635>good <00:14:08.775>tool <00:14:08.915>that <00:14:09.055>we, <00:14:09.195>uh, <00:14:09.335>can <00:14:09.475>configure <00:14:09.615>correctly,

280
00:14:13.175 --> 00:14:14.875
<00:14:13.175>we <00:14:13.641>can <00:14:14.108>prevent <00:14:14.574>misconfiguration

281
00:14:15.015 --> 00:14:17.155
<00:14:15.015>and <00:14:15.295>maybe <00:14:15.574>vulnerabilities <00:14:15.855>in <00:14:16.135>our <00:14:16.415>code

282
00:14:17.155 --> 00:14:18.635
<00:14:17.155>and <00:14:17.598>in <00:14:18.043>our <00:14:18.487>infrastructure.

283
00:14:19.415 --> 00:14:24.115
<00:14:19.415>So <00:14:19.542>this <00:14:19.669>really <00:14:19.796>is <00:14:19.924>the <00:14:20.051>kind <00:14:20.178>of <00:14:20.305>the <00:14:20.433>benefits <00:14:20.560>of <00:14:20.687>ai, <00:14:20.814>uh,

284
00:14:24.115 --> 00:14:25.595
<00:14:24.115>when <00:14:24.448>using <00:14:24.781>it <00:14:25.114>in <00:14:25.447>DevOps.

285
00:14:26.585 --> 00:14:30.125
<00:14:26.585>And <00:14:26.712>let's <00:14:26.839>dig <00:14:26.966>down <00:14:27.094>into <00:14:27.221>the <00:14:27.348>topics <00:14:27.475>that <00:14:27.603>we <00:14:27.730>are <00:14:27.857>going, <00:14:27.985>uh,

286
00:14:30.385 --> 00:14:32.245
<00:14:30.385>to <00:14:30.665>talk <00:14:30.944>about <00:14:31.225>in <00:14:31.505>the <00:14:31.785>infrastructure.

287
00:14:32.465 --> 00:14:34.765
<00:14:32.465>So, <00:14:32.745>uh, <00:14:33.025>we'll <00:14:33.305>start <00:14:33.585>by <00:14:33.865>CICD,

288
00:14:35.545 --> 00:14:38.885
<00:14:35.545>and <00:14:35.745>the <00:14:35.944>CICD <00:14:36.145>is <00:14:36.344>kind <00:14:36.545>of <00:14:36.745>the <00:14:36.944>backbone

289
00:14:38.905 --> 00:14:40.405
<00:14:38.905>of <00:14:39.355>modern <00:14:39.805>DevOps, <00:14:40.255>right?

290
00:14:41.565 --> 00:14:44.445
<00:14:41.565>Enabling <00:14:41.845>us <00:14:42.125>really <00:14:42.405>fast <00:14:42.685>and <00:14:42.965>automated,

291
00:14:44.825 --> 00:14:48.565
<00:14:44.825>and <00:14:45.058>obviously <00:14:45.291>reliable <00:14:45.525>software, <00:14:45.758>uh, <00:14:45.991>release <00:14:46.225>cycles.

292
00:14:49.195 --> 00:14:51.805
<00:14:49.195>And <00:14:49.395>we <00:14:49.595>can <00:14:49.795>talk <00:14:49.995>about <00:14:50.195>code <00:14:50.395>commits <00:14:50.595>marriages,

293
00:14:51.945 --> 00:14:55.005
<00:14:51.945>static <00:14:52.225>scannings <00:14:52.505>building, <00:14:52.785>uh, <00:14:53.065>our <00:14:53.345>images

294
00:14:55.145 --> 00:14:56.285
<00:14:55.145>and <00:14:55.487>testing <00:14:55.829>our <00:14:56.170>code.

295
00:14:56.705 --> 00:15:00.325
<00:14:56.705>And <00:14:56.860>really, <00:14:57.016>by <00:14:57.171>integrating <00:14:57.327>the <00:14:57.482>AI <00:14:57.638>into <00:14:57.793>the <00:14:57.949>CICD <00:14:58.105>pipelines,

296
00:15:00.785 --> 00:15:04.005
<00:15:00.785>uh, <00:15:01.018>our <00:15:01.251>team <00:15:01.485>can <00:15:01.718>really <00:15:01.951>leverage <00:15:02.185>kind

297
00:15:04.005 --> 00:15:05.325
<00:15:04.005>of <00:15:04.599>predictive <00:15:05.193>analytics

298
00:15:05.635 --> 00:15:10.525
<00:15:05.635>because <00:15:05.790>AI <00:15:05.946>can <00:15:06.101>catch <00:15:06.257>all <00:15:06.412>of <00:15:06.568>the <00:15:06.723>data <00:15:06.879>that <00:15:07.035>we,

299
00:15:10.905 --> 00:15:14.085
<00:15:10.905>we <00:15:11.138>obviously <00:15:11.371>output <00:15:11.605>and <00:15:11.838>the <00:15:12.071>CICD <00:15:12.305>outputs,

300
00:15:14.105 --> 00:15:16.525
<00:15:14.105>and <00:15:14.385>it <00:15:14.665>can <00:15:14.945>basically <00:15:15.225>catch <00:15:15.505>failures

301
00:15:16.585 --> 00:15:19.445
<00:15:16.585>before <00:15:16.740>it's <00:15:16.896>even <00:15:17.051>getting <00:15:17.207>to <00:15:17.362>delo, <00:15:17.518>uh, <00:15:17.673>deploy <00:15:17.829>to <00:15:17.985>production.

302
00:15:19.985 --> 00:15:24.325
<00:15:19.985>So <00:15:20.160>it's <00:15:20.335>not <00:15:20.510>only <00:15:20.685>accelerates <00:15:20.860>the <00:15:21.035>development <00:15:21.210>process, <00:15:21.385>uh,

303
00:15:24.595 --> 00:15:25.805
<00:15:24.595>it's <00:15:25.139>also <00:15:25.684>ensuring

304
00:15:26.315 --> 00:15:29.965
<00:15:26.315>that <00:15:26.515>the <00:15:26.715>software <00:15:26.915>releases <00:15:27.115>meet <00:15:27.315>the <00:15:27.515>highest <00:15:27.715>quality

305
00:15:30.285 --> 00:15:33.565
<00:15:30.285>standards <00:15:30.412>that <00:15:30.539>we <00:15:30.666>have <00:15:30.794>or <00:15:30.921>we <00:15:31.048>want <00:15:31.175>to <00:15:31.303>have <00:15:31.430>in <00:15:31.557>our <00:15:31.685>company.

306
00:15:34.265 --> 00:15:38.805
<00:15:34.265>And <00:15:34.420>for <00:15:34.576>example, <00:15:34.731>we <00:15:34.887>have <00:15:35.042>tools <00:15:35.198>like, <00:15:35.353>uh, <00:15:35.509>CircleCI <00:15:35.665>insights

307
00:15:39.155 --> 00:15:40.525
<00:15:39.155>that <00:15:39.566>use <00:15:39.977>machine <00:15:40.387>learning

308
00:15:40.585 --> 00:15:42.525
<00:15:40.585>to <00:15:40.865>actually <00:15:41.145>analyze <00:15:41.425>your <00:15:41.705>pipeline <00:15:41.985>data.

309
00:15:43.205 --> 00:15:45.025
<00:15:43.205>And <00:15:43.555>it <00:15:43.905>not <00:15:44.255>only <00:15:44.605>analyze

310
00:15:45.045 --> 00:15:46.625
<00:15:45.045>and <00:15:45.395>gives <00:15:45.745>you <00:15:46.094>some <00:15:46.444>feedback,

311
00:15:46.845 --> 00:15:51.025
<00:15:46.845>it <00:15:47.000>can <00:15:47.156>also <00:15:47.311>offer <00:15:47.467>you <00:15:47.622>some <00:15:47.778>actions <00:15:47.933>to <00:15:48.089>really <00:15:48.245>efficiency,

312
00:15:51.645 --> 00:15:53.545
<00:15:51.645>uh, <00:15:52.111>to <00:15:52.578>improve <00:15:53.045>efficiency

313
00:15:53.545 --> 00:15:55.905
<00:15:53.545>and <00:15:53.824>also <00:15:54.104>reduce, <00:15:54.385>uh, <00:15:54.665>build <00:15:54.944>failures.

314
00:15:56.245 --> 00:16:00.185
<00:15:56.245>So <00:15:56.385>it's <00:15:56.525>really <00:15:56.665>nice, <00:15:56.805>uh, <00:15:56.945>about <00:15:57.085>GitHub <00:15:57.225>copilot, <00:15:57.365>which <00:15:57.505>is <00:15:57.645>the,

315
00:16:00.525 --> 00:16:04.825
<00:16:00.525>the <00:16:00.665>top <00:16:00.805>icon <00:16:00.944>I <00:16:01.084>think <00:16:01.225>you <00:16:01.365>all <00:16:01.505>must <00:16:01.645>have <00:16:01.785>heard <00:16:01.925>about,

316
00:16:05.525 --> 00:16:07.625
<00:16:05.525>um, <00:16:06.225>GitHub <00:16:06.925>copilot.

317
00:16:08.725 --> 00:16:10.385
<00:16:08.725>But <00:16:09.005>if <00:16:09.285>you <00:16:09.565>think <00:16:09.845>about <00:16:10.125>GitHub,

318
00:16:10.385 --> 00:16:12.705
<00:16:10.385>copilot <00:16:10.665>is <00:16:10.944>not <00:16:11.225>only <00:16:11.505>helping <00:16:11.785>developers

319
00:16:12.885 --> 00:16:15.945
<00:16:12.885>and, <00:16:13.165>uh, <00:16:13.444>basically <00:16:13.725>helping <00:16:14.005>developers <00:16:14.285>to,

320
00:16:16.285 --> 00:16:17.745
<00:16:16.285>to <00:16:16.613>develop <00:16:16.942>the <00:16:17.270>right <00:16:17.599>code

321
00:16:18.045 --> 00:16:20.345
<00:16:18.045>and <00:16:18.324>medi, <00:16:18.604>maybe <00:16:18.885>more <00:16:19.165>consistent <00:16:19.444>code.

322
00:16:20.525 --> 00:16:25.185
<00:16:20.525>It <00:16:20.652>can <00:16:20.779>also <00:16:20.906>help <00:16:21.034>the <00:16:21.161>DevOps, <00:16:21.288>uh, <00:16:21.415>team <00:16:21.543>to <00:16:21.670>write <00:16:21.797>better <00:16:21.925>CICD

323
00:16:25.185 --> 00:16:27.265
<00:16:25.185>and <00:16:25.464>better <00:16:25.744>infrastructure <00:16:26.025>as <00:16:26.305>code, <00:16:26.584>right?

324
00:16:28.115 --> 00:16:31.735
<00:16:28.115>Um, <00:16:28.290>and <00:16:28.465>at <00:16:28.640>the <00:16:28.815>last <00:16:28.990>we <00:16:29.165>have <00:16:29.340>deepblue, <00:16:29.515>uh,

325
00:16:31.735 --> 00:16:33.735
<00:16:31.735>Deepblue <00:16:32.085>is <00:16:32.435>an <00:16:32.785>amazing <00:16:33.135>example

326
00:16:33.885 --> 00:16:38.175
<00:16:33.885>because <00:16:34.060>deepblue <00:16:34.235>provide <00:16:34.410>kind <00:16:34.585>of <00:16:34.760>an <00:16:34.935>automatic, <00:16:35.110>uh, <00:16:35.285>way

327
00:16:38.235 --> 00:16:40.575
<00:16:38.235>to <00:16:38.468>write <00:16:38.701>unit <00:16:38.935>tests <00:16:39.168>for <00:16:39.401>your <00:16:39.635>code.

328
00:16:40.835 --> 00:16:41.895
<00:16:40.835>So <00:16:41.073>it's <00:16:41.312>really <00:16:41.550>nice <00:16:41.789>to,

329
00:16:42.195 --> 00:16:44.055
<00:16:42.195>to <00:16:42.370>take <00:16:42.545>a <00:16:42.720>look <00:16:42.895>at <00:16:43.070>the, <00:16:43.245>at <00:16:43.420>their <00:16:43.595>product.

330
00:16:45.155 --> 00:16:48.455
<00:16:45.155>Um, <00:16:45.355>the <00:16:45.555>next <00:16:45.755>thing <00:16:45.954>will <00:16:46.155>be <00:16:46.355>infras <00:16:46.555>code.

331
00:16:48.875 --> 00:16:53.495
<00:16:48.875>So <00:16:49.030>we <00:16:49.186>all <00:16:49.341>know <00:16:49.497>Terraform, <00:16:49.652>we <00:16:49.808>might <00:16:49.963>know <00:16:50.119>also <00:16:50.275>Lummi,

332
00:16:53.655 --> 00:16:54.655
<00:16:53.655>I <00:16:53.954>really <00:16:54.255>love <00:16:54.555>Lummi.

333
00:16:55.075 --> 00:16:58.855
<00:16:55.075>Um, <00:16:55.215>so <00:16:55.355>you <00:16:55.495>must, <00:16:55.635>uh, <00:16:55.775>take <00:16:55.915>a <00:16:56.055>look <00:16:56.195>at <00:16:56.335>their <00:16:56.475>project.

334
00:16:59.555 --> 00:17:00.775
<00:16:59.555>But <00:17:00.653>basically,

335
00:17:01.275 --> 00:17:04.855
<00:17:01.275>infrastructure <00:17:01.555>is <00:17:01.834>called <00:17:02.115>really <00:17:02.395>revolutionized <00:17:02.675>our

336
00:17:04.855 --> 00:17:08.455
<00:17:04.855>infrastructure <00:17:05.055>and <00:17:05.255>how <00:17:05.454>we <00:17:05.655>see <00:17:05.855>infrastructure <00:17:06.055>today, <00:17:06.255>uh,

337
00:17:08.555 --> 00:17:10.615
<00:17:08.555>and <00:17:08.835>how <00:17:09.115>we <00:17:09.395>manage <00:17:09.675>infrastructure <00:17:09.955>today.

338
00:17:11.035 --> 00:17:14.855
<00:17:11.035>So <00:17:11.268>how <00:17:11.501>it, <00:17:11.735>uh, <00:17:11.968>really <00:17:12.201>revolutionize <00:17:12.435>it,

339
00:17:15.445 --> 00:17:18.855
<00:17:15.444>it's <00:17:15.645>basically <00:17:15.845>treating <00:17:16.044>our <00:17:16.244>infrastructure <00:17:16.444>as <00:17:16.645>code, <00:17:16.845>right?

340
00:17:18.915 --> 00:17:22.655
<00:17:18.915>As <00:17:19.089>a <00:17:19.264>software. <00:17:19.440>So <00:17:19.615>now <00:17:19.790>code <00:17:19.964>can <00:17:20.139>be <00:17:20.315>versioned,

341
00:17:22.675 --> 00:17:25.135
<00:17:22.675>it <00:17:22.830>can <00:17:22.986>be <00:17:23.141>tested, <00:17:23.297>it <00:17:23.452>can <00:17:23.608>be <00:17:23.763>deployed <00:17:23.919>much <00:17:24.075>easier.

342
00:17:25.995 --> 00:17:29.215
<00:17:25.994>And <00:17:26.194>integrating <00:17:26.395>AI <00:17:26.594>into <00:17:26.794>your <00:17:26.994>infrastructure <00:17:27.194>is <00:17:27.395>code

343
00:17:29.215 --> 00:17:30.575
<00:17:29.215>really <00:17:29.827>enhances <00:17:30.439>it.

344
00:17:31.115 --> 00:17:33.895
<00:17:31.115>And <00:17:31.395>enabling <00:17:31.675>kind <00:17:31.955>of <00:17:32.235>dynamic <00:17:32.515>infrastructure,

345
00:17:34.515 --> 00:17:35.575
<00:17:34.515>uh, <00:17:35.469>provisioning.

346
00:17:36.275 --> 00:17:38.815
<00:17:36.275>And <00:17:36.508>that <00:17:36.741>means <00:17:36.975>that <00:17:37.208>based <00:17:37.441>on <00:17:37.675>metrics

347
00:17:39.155 --> 00:17:42.695
<00:17:39.155>and <00:17:39.310>based <00:17:39.466>on <00:17:39.621>your <00:17:39.777>application <00:17:39.932>needs, <00:17:40.088>you <00:17:40.243>can <00:17:40.399>really <00:17:40.555>predict,

348
00:17:43.315 --> 00:17:45.495
<00:17:43.315>uh, <00:17:43.665>what <00:17:44.015>your <00:17:44.365>infrastructure <00:17:44.715>needs

349
00:17:45.835 --> 00:17:50.245
<00:17:45.835>and <00:17:46.010>maybe, <00:17:46.185>uh, <00:17:46.360>automatic <00:17:46.535>provi <00:17:46.710>provision, <00:17:46.885>uh, <00:17:47.060>more <00:17:47.235>resources

350
00:17:50.245 --> 00:17:52.645
<00:17:50.245>or <00:17:50.445>provision <00:17:50.645>more <00:17:50.844>CPU <00:17:51.044>and <00:17:51.245>memory, <00:17:51.445>for <00:17:51.645>example.

351
00:17:54.145 --> 00:17:57.325
<00:17:54.145>And, <00:17:54.425>uh, <00:17:54.705>it's <00:17:54.985>really, <00:17:55.264>it's, <00:17:55.545>it's,

352
00:17:57.345 --> 00:17:59.605
<00:17:57.345>it <00:17:57.578>can <00:17:57.811>be <00:17:58.045>really <00:17:58.278>beneficial <00:17:58.511>to <00:17:58.745>ensure

353
00:17:59.605 --> 00:18:02.645
<00:17:59.605>that <00:17:59.885>resources <00:18:00.165>are <00:18:00.445>really <00:18:00.725>efficiently <00:18:01.005>used

354
00:18:02.645 --> 00:18:05.045
<00:18:02.645>and <00:18:02.845>also <00:18:03.045>getting <00:18:03.245>adapted, <00:18:03.445>uh, <00:18:03.645>in <00:18:03.845>real <00:18:04.045>time

355
00:18:05.045 --> 00:18:07.685
<00:18:05.045>and, <00:18:05.325>uh, <00:18:05.605>in, <00:18:05.885>in <00:18:06.165>the <00:18:06.445>future.

356
00:18:08.545 --> 00:18:12.725
<00:18:08.545>So <00:18:08.700>in <00:18:08.856>the <00:18:09.011>right <00:18:09.167>side, <00:18:09.322>we <00:18:09.478>have, <00:18:09.633>uh, <00:18:09.789>Terraform, <00:18:09.945>uh,

357
00:18:12.835 --> 00:18:16.765
<00:18:12.835>that <00:18:13.010>when <00:18:13.185>Terraform <00:18:13.360>is <00:18:13.535>combined <00:18:13.710>with <00:18:13.885>AI <00:18:14.060>driven <00:18:14.235>insight,

358
00:18:17.385 --> 00:18:21.885
<00:18:17.385>it <00:18:17.540>can <00:18:17.696>help <00:18:17.851>not <00:18:18.007>only, <00:18:18.162>uh, <00:18:18.318>not <00:18:18.473>only <00:18:18.629>make, <00:18:18.785>uh,

359
00:18:22.145 --> 00:18:25.365
<00:18:22.145>the <00:18:22.345>visibility <00:18:22.545>and <00:18:22.745>management <00:18:22.945>of <00:18:23.145>the, <00:18:23.345>uh, <00:18:23.545>infrastructure

360
00:18:26.165 --> 00:18:28.445
<00:18:26.165>resources <00:18:26.365>much <00:18:26.565>easier, <00:18:26.764>it <00:18:26.965>can <00:18:27.165>also <00:18:27.365>help <00:18:27.565>us

361
00:18:28.445 --> 00:18:30.445
<00:18:28.445>to <00:18:28.794>automate <00:18:29.145>provisioning <00:18:29.495>of <00:18:29.845>infrastructure

362
00:18:30.865 --> 00:18:32.525
<00:18:30.865>and <00:18:31.331>reducing <00:18:31.798>manual <00:18:32.265>effort.

363
00:18:32.865 --> 00:18:37.005
<00:18:32.865>So <00:18:33.040>we <00:18:33.215>don't <00:18:33.390>need <00:18:33.565>now <00:18:33.740>human <00:18:33.915>hands, <00:18:34.090>for <00:18:34.265>example,

364
00:18:37.425 --> 00:18:40.525
<00:18:37.425>to <00:18:37.625>really, <00:18:37.825>uh, <00:18:38.024>understand <00:18:38.225>what <00:18:38.425>we <00:18:38.625>should <00:18:38.825>upgrade

365
00:18:40.545 --> 00:18:42.125
<00:18:40.545>or <00:18:40.778>what <00:18:41.011>should, <00:18:41.245>what <00:18:41.478>we <00:18:41.711>should <00:18:41.945>adapt.

366
00:18:42.905 --> 00:18:47.535
<00:18:42.905>Um, <00:18:43.060>it <00:18:43.216>can <00:18:43.371>also <00:18:43.527>prevent <00:18:43.682>some, <00:18:43.838>uh, <00:18:43.993>potential <00:18:44.149>human <00:18:44.305>error,

367
00:18:48.115 --> 00:18:50.815
<00:18:48.115>and <00:18:48.290>also <00:18:48.465>it <00:18:48.640>can <00:18:48.815>lead <00:18:48.990>to <00:18:49.165>much <00:18:49.340>more <00:18:49.515>stable

368
00:18:51.555 --> 00:18:53.615
<00:18:51.555>and <00:18:52.021>cost <00:18:52.488>effective <00:18:52.955>infrastructure.

369
00:18:53.755 --> 00:18:56.935
<00:18:53.755>So <00:18:53.895>it's <00:18:54.035>really <00:18:54.175>nice <00:18:54.315>to <00:18:54.455>see. <00:18:54.595>And <00:18:54.735>also <00:18:54.875>we <00:18:55.015>have <00:18:55.155>pmi.

370
00:18:57.395 --> 00:19:00.655
<00:18:57.395>So <00:18:57.570>PMI <00:18:57.745>offers, <00:18:57.920>uh, <00:18:58.095>it's <00:18:58.270>actually <00:18:58.445>free, <00:18:58.620>so <00:18:58.795>you,

371
00:19:00.915 --> 00:19:02.335
<00:19:00.915>you <00:19:01.074>might <00:19:01.234>want <00:19:01.394>to <00:19:01.554>take <00:19:01.713>a <00:19:01.873>look <00:19:02.033>at <00:19:02.193>this.

372
00:19:02.795 --> 00:19:06.655
<00:19:02.795>Uh, <00:19:02.950>PMI <00:19:03.106>offers <00:19:03.261>kind <00:19:03.417>of <00:19:03.572>an <00:19:03.728>AI <00:19:03.883>code <00:19:04.039>generator, <00:19:04.195>uh,

373
00:19:06.655 --> 00:19:10.255
<00:19:06.655>that <00:19:06.855>could <00:19:07.055>produce, <00:19:07.254>uh, <00:19:07.455>for <00:19:07.655>you <00:19:07.855>resources <00:19:08.055>really

374
00:19:10.935 --> 00:19:14.215
<00:19:10.935>directly <00:19:11.075>into <00:19:11.215>your <00:19:11.355>code, <00:19:11.495>uh, <00:19:11.635>based <00:19:11.774>on <00:19:11.915>your, <00:19:12.054>on <00:19:12.195>the <00:19:12.335>prompt

375
00:19:14.445 --> 00:19:16.575
<00:19:14.445>that <00:19:14.725>you <00:19:15.004>input <00:19:15.284>to <00:19:15.564>their <00:19:15.845>chat.

376
00:19:17.315 --> 00:19:19.695
<00:19:17.315>Um, <00:19:17.665>so <00:19:18.015>that's <00:19:18.365>really <00:19:18.715>nice

377
00:19:19.755 --> 00:19:22.735
<00:19:19.755>and, <00:19:19.895>uh, <00:19:20.035>it's <00:19:20.175>really <00:19:20.315>nice <00:19:20.455>to <00:19:20.595>have <00:19:20.735>a <00:19:20.875>look <00:19:21.015>at <00:19:21.155>this.

378
00:19:24.355 --> 00:19:26.495
<00:19:24.355>The <00:19:24.705>next <00:19:25.055>topic <00:19:25.405>is <00:19:25.755>finops.

379
00:19:26.715 --> 00:19:30.255
<00:19:26.715>So <00:19:27.064>finops <00:19:27.415>today <00:19:27.764>is <00:19:28.115>kind

380
00:19:30.255 --> 00:19:32.015
<00:19:30.255>of <00:19:30.605>a <00:19:30.955>really <00:19:31.305>emerging <00:19:31.655>topic,

381
00:19:32.235 --> 00:19:35.975
<00:19:32.235>and <00:19:32.409>it's <00:19:32.584>really <00:19:32.760>important, <00:19:32.935>uh, <00:19:33.110>mostly <00:19:33.284>for <00:19:33.459>big <00:19:33.635>corporation

382
00:19:36.265 --> 00:19:39.095
<00:19:36.265>where <00:19:36.545>there <00:19:36.825>cloud <00:19:37.105>spend <00:19:37.385>is <00:19:37.665>huge,

383
00:19:39.475 --> 00:19:43.295
<00:19:39.475>but <00:19:39.630>also <00:19:39.786>for <00:19:39.941>startups <00:19:40.097>that <00:19:40.252>needs <00:19:40.408>really <00:19:40.563>save <00:19:40.719>money, <00:19:40.875>right?

384
00:19:43.755 --> 00:19:48.335
<00:19:43.755>So <00:19:43.910>finops <00:19:44.066>really <00:19:44.221>enabled <00:19:44.377>the <00:19:44.532>team <00:19:44.688>to <00:19:44.843>balance <00:19:44.999>speed, <00:19:45.155>cost,

385
00:19:48.515 --> 00:19:49.895
<00:19:48.515>and <00:19:49.136>quality, <00:19:49.757>obviously,

386
00:19:50.395 --> 00:19:52.775
<00:19:50.395>and <00:19:50.595>it's <00:19:50.795>really <00:19:50.995>based <00:19:51.195>on <00:19:51.395>metrics <00:19:51.595>and <00:19:51.795>usage.

387
00:19:53.315 --> 00:19:56.255
<00:19:53.315>So <00:19:53.665>in <00:19:54.015>today's, <00:19:54.365>uh, <00:19:54.715>finops

388
00:19:56.435 --> 00:20:01.135
<00:19:56.435>and <00:19:56.590>AI <00:19:56.746>solution, <00:19:56.901>uh, <00:19:57.057>AI <00:19:57.212>plays <00:19:57.368>really <00:19:57.523>a <00:19:57.679>crucial <00:19:57.835>role

389
00:20:01.755 --> 00:20:03.815
<00:20:01.755>by <00:20:02.105>analyzing <00:20:02.455>the <00:20:02.805>spending <00:20:03.155>patterns.

390
00:20:04.315 --> 00:20:06.575
<00:20:04.315>It <00:20:04.595>can <00:20:04.875>also <00:20:05.155>predict <00:20:05.435>future <00:20:05.715>costs

391
00:20:06.715 --> 00:20:10.215
<00:20:06.715>and <00:20:06.948>also <00:20:07.181>identify <00:20:07.415>kind <00:20:07.648>of <00:20:07.881>optimization <00:20:08.115>opportunities

392
00:20:10.445 --> 00:20:11.615
<00:20:10.445>that <00:20:10.655>you <00:20:10.866>might <00:20:11.076>want <00:20:11.287>to <00:20:11.498>take.

393
00:20:12.115 --> 00:20:15.695
<00:20:12.115>And <00:20:12.315>this <00:20:12.515>could <00:20:12.715>mean, <00:20:12.915>uh, <00:20:13.115>suggesting <00:20:13.315>changes, <00:20:13.515>um,

394
00:20:17.145 --> 00:20:21.765
<00:20:17.145>to <00:20:17.300>maybe, <00:20:17.456>uh, <00:20:17.611>change <00:20:17.767>the <00:20:17.922>reserve <00:20:18.078>instances <00:20:18.233>that <00:20:18.389>you <00:20:18.545>have

395
00:20:21.865 --> 00:20:26.405
<00:20:21.865>or <00:20:22.098>maybe, <00:20:22.331>uh, <00:20:22.565>suggesting, <00:20:22.798>uh, <00:20:23.031>underutilized <00:20:23.265>resources

396
00:20:26.505 --> 00:20:28.685
<00:20:26.505>to <00:20:26.855>remove <00:20:27.205>or <00:20:27.555>to <00:20:27.905>downsize.

397
00:20:29.065 --> 00:20:31.805
<00:20:29.065>So <00:20:29.298>it's <00:20:29.531>really <00:20:29.765>important. <00:20:29.998>And <00:20:30.231>also <00:20:30.465>tools

398
00:20:31.875 --> 00:20:33.485
<00:20:31.875>like, <00:20:32.341>uh, <00:20:32.808>Google <00:20:33.275>Cloud.

399
00:20:34.025 --> 00:20:37.485
<00:20:34.025>Uh, <00:20:34.180>so <00:20:34.336>Google <00:20:34.491>Cloud <00:20:34.647>has <00:20:34.802>kind <00:20:34.958>of <00:20:35.113>a <00:20:35.269>recommender, <00:20:35.425>that's

400
00:20:37.485 --> 00:20:40.445
<00:20:37.485>how <00:20:37.685>they <00:20:37.885>call <00:20:38.084>it, <00:20:38.284>and <00:20:38.485>it <00:20:38.685>provide <00:20:38.885>kind

401
00:20:40.445 --> 00:20:43.125
<00:20:40.445>of <00:20:40.645>a <00:20:40.845>AI <00:20:41.044>powered <00:20:41.245>insights <00:20:41.445>to <00:20:41.645>your <00:20:41.845>cloud

402
00:20:43.465 --> 00:20:46.565
<00:20:43.465>to <00:20:43.698>make <00:20:43.931>smarter <00:20:44.165>decisions <00:20:44.398>about <00:20:44.631>resource <00:20:44.865>usage

403
00:20:47.065 --> 00:20:50.605
<00:20:47.065>and <00:20:47.240>really <00:20:47.415>ensuring <00:20:47.590>that <00:20:47.765>your <00:20:47.940>company <00:20:48.115>getting <00:20:48.290>the <00:20:48.465>most

404
00:20:50.625 --> 00:20:53.245
<00:20:50.625>of <00:20:50.825>the <00:20:51.025>out <00:20:51.225>of <00:20:51.425>the <00:20:51.625>cloud <00:20:51.825>without <00:20:52.025>overspending.

405
00:20:53.505 --> 00:20:56.805
<00:20:53.505>So <00:20:53.660>it's <00:20:53.816>really <00:20:53.971>nice. <00:20:54.127>And <00:20:54.282>you <00:20:54.438>have <00:20:54.593>also <00:20:54.749>Fin <00:20:54.905>Out,

406
00:20:56.805 --> 00:20:58.285
<00:20:56.805>which <00:20:57.027>is <00:20:57.249>a <00:20:57.471>company <00:20:57.693>I <00:20:57.915>really <00:20:58.137>like.

407
00:20:58.745 --> 00:21:02.295
<00:20:58.745>Uh, <00:20:58.978>fin <00:20:59.211>Out, <00:20:59.445>um, <00:20:59.678>gives <00:20:59.911>you <00:21:00.145>kind

408
00:21:02.295 --> 00:21:05.575
<00:21:02.295>of <00:21:02.495>a <00:21:02.695>real <00:21:02.895>time <00:21:03.095>anomaly <00:21:03.295>detection <00:21:03.495>about <00:21:03.695>anomalies

409
00:21:05.575 --> 00:21:07.895
<00:21:05.575>that <00:21:05.750>you <00:21:05.925>have <00:21:06.100>in <00:21:06.275>your <00:21:06.450>spend <00:21:06.625>in <00:21:06.800>your <00:21:06.975>cloud

410
00:21:07.955 --> 00:21:10.255
<00:21:07.955>or <00:21:08.235>other <00:21:08.514>services, <00:21:08.794>maybe <00:21:09.074>in <00:21:09.355>Kubernetes.

411
00:21:10.595 --> 00:21:12.735
<00:21:10.595>So <00:21:10.750>it's <00:21:10.906>really <00:21:11.061>nice <00:21:11.217>to <00:21:11.372>take <00:21:11.528>a <00:21:11.683>look <00:21:11.839>at <00:21:11.995>this.

412
00:21:14.805 --> 00:21:17.985
<00:21:14.805>The <00:21:15.038>next <00:21:15.271>topic <00:21:15.505>is <00:21:15.738>security <00:21:15.971>and <00:21:16.205>compliance.

413
00:21:18.205 --> 00:21:19.505
<00:21:18.205>And <00:21:18.438>in <00:21:18.673>the <00:21:18.907>world <00:21:19.141>of <00:21:19.375>security

414
00:21:19.525 --> 00:21:23.345
<00:21:19.525>and <00:21:19.725>compliance, <00:21:19.925>uh, <00:21:20.125>AI <00:21:20.325>really <00:21:20.525>transform <00:21:20.725>the <00:21:20.925>way

415
00:21:23.805 --> 00:21:27.185
<00:21:23.805>to <00:21:24.038>detect <00:21:24.271>and <00:21:24.505>respond <00:21:24.738>to, <00:21:24.971>uh, <00:21:25.205>vulnerabilities.

416
00:21:27.965 --> 00:21:32.025
<00:21:27.965>So <00:21:28.120>you <00:21:28.276>have, <00:21:28.431>uh, <00:21:28.587>you <00:21:28.742>have <00:21:28.898>many <00:21:29.053>topics <00:21:29.209>in <00:21:29.365>security,

417
00:21:32.025 --> 00:21:35.025
<00:21:32.025>obviously, <00:21:32.305>and <00:21:32.585>you <00:21:32.865>have <00:21:33.145>continuous <00:21:33.425>security.

418
00:21:35.125 --> 00:21:37.265
<00:21:35.125>You <00:21:35.405>have <00:21:35.685>threat <00:21:35.965>detection <00:21:36.245>and <00:21:36.525>response.

419
00:21:37.285 --> 00:21:40.025
<00:21:37.285>You <00:21:37.565>have <00:21:37.845>vulnerability <00:21:38.125>management, <00:21:38.405>anomaly <00:21:38.685>detection,

420
00:21:40.685 --> 00:21:45.115
<00:21:40.685>and, <00:21:40.860>uh, <00:21:41.034>AI <00:21:41.210>driven <00:21:41.385>tools <00:21:41.560>can <00:21:41.735>really <00:21:41.909>prioritize <00:21:42.085>risk

421
00:21:45.645 --> 00:21:47.155
<00:21:45.645>based <00:21:45.984>on <00:21:46.324>the <00:21:46.664>potential <00:21:47.004>impact.

422
00:21:47.415 --> 00:21:50.115
<00:21:47.415>So <00:21:47.590>think <00:21:47.764>about <00:21:47.940>you <00:21:48.115>have <00:21:48.290>a <00:21:48.465>set <00:21:48.639>of <00:21:48.815>vulnerabilities

423
00:21:50.225 --> 00:21:51.595
<00:21:50.225>that <00:21:50.471>are <00:21:50.718>found <00:21:50.964>in <00:21:51.211>your <00:21:51.458>system,

424
00:21:51.935 --> 00:21:53.315
<00:21:51.935>and <00:21:52.142>now <00:21:52.349>you <00:21:52.556>need <00:21:52.763>to <00:21:52.970>understand <00:21:53.177>how

425
00:21:53.315 --> 00:21:54.555
<00:21:53.315>to <00:21:53.687>prioritize <00:21:54.059>this, <00:21:54.431>right?

426
00:21:55.015 --> 00:21:57.115
<00:21:55.015>But <00:21:55.481>everything's <00:21:55.948>really <00:21:56.415>dynamic

427
00:21:57.115 --> 00:22:00.515
<00:21:57.115>because <00:21:57.315>sometimes <00:21:57.515>you <00:21:57.715>have, <00:21:57.915>uh, <00:21:58.115>like <00:21:58.315>a <00:21:58.515>CV

428
00:22:00.575 --> 00:22:04.235
<00:22:00.575>or <00:22:00.715>a <00:22:00.855>vulnerability <00:22:00.995>that <00:22:01.135>is <00:22:01.275>really, <00:22:01.415>really, <00:22:01.555>uh, <00:22:01.695>in <00:22:01.835>high <00:22:01.975>risk,

429
00:22:04.895 --> 00:22:07.595
<00:22:04.895>but <00:22:05.095>maybe <00:22:05.295>something <00:22:05.495>is <00:22:05.695>in <00:22:05.895>a <00:22:06.095>higher <00:22:06.295>priority

430
00:22:07.595 --> 00:22:11.955
<00:22:07.595>because <00:22:07.770>you <00:22:07.945>have, <00:22:08.120>uh, <00:22:08.295>kind <00:22:08.470>of <00:22:08.645>a <00:22:08.820>public <00:22:08.995>endpoint

431
00:22:11.975 --> 00:22:14.795
<00:22:11.975>for <00:22:12.130>this <00:22:12.286>service, <00:22:12.441>and <00:22:12.597>you <00:22:12.752>need <00:22:12.908>to, <00:22:13.063>uh, <00:22:13.219>handle <00:22:13.375>it

432
00:22:14.975 --> 00:22:16.115
<00:22:14.975>as <00:22:15.180>fast <00:22:15.385>as <00:22:15.590>you <00:22:15.795>can, <00:22:16.001>right?

433
00:22:16.335 --> 00:22:17.355
<00:22:16.335>So <00:22:16.794>using <00:22:17.253>AI

434
00:22:17.415 --> 00:22:21.635
<00:22:17.415>and, <00:22:17.648>uh, <00:22:17.881>really, <00:22:18.115>uh, <00:22:18.348>drive <00:22:18.581>the <00:22:18.815>AI

435
00:22:21.775 --> 00:22:24.755
<00:22:21.775>inside <00:22:21.975>the <00:22:22.175>security <00:22:22.375>world, <00:22:22.575>you <00:22:22.775>can <00:22:22.975>really, <00:22:23.175>uh,

436
00:22:24.765 --> 00:22:27.755
<00:22:24.765>prioritize <00:22:25.115>risk <00:22:25.465>much <00:22:25.815>better, <00:22:26.165>again,

437
00:22:27.805 --> 00:22:29.395
<00:22:27.805>based <00:22:28.155>on <00:22:28.505>the <00:22:28.855>potential <00:22:29.205>impact,

438
00:22:29.455 --> 00:22:31.355
<00:22:29.455>and <00:22:29.804>really <00:22:30.155>ensure <00:22:30.504>that, <00:22:30.855>uh,

439
00:22:31.575 --> 00:22:35.435
<00:22:31.575>the <00:22:31.715>te <00:22:31.855>your <00:22:31.995>team <00:22:32.135>focus <00:22:32.275>on <00:22:32.415>the <00:22:32.555>most <00:22:32.695>critical <00:22:32.835>issues <00:22:32.975>first.

440
00:22:36.225 --> 00:22:40.565
<00:22:36.225>So <00:22:36.365>we <00:22:36.504>can <00:22:36.645>take, <00:22:36.784>for <00:22:36.925>example, <00:22:37.064>uh, <00:22:37.205>aqua <00:22:37.344>security <00:22:37.485>is <00:22:37.625>trivi.

441
00:22:40.815 --> 00:22:42.165
<00:22:40.815>trivi <00:22:41.058>is <00:22:41.301>an <00:22:41.544>open <00:22:41.787>source <00:22:42.030>project.

442
00:22:42.625 --> 00:22:45.805
<00:22:42.625>And <00:22:42.800>for <00:22:42.975>example, <00:22:43.150>you <00:22:43.325>can <00:22:43.500>take <00:22:43.675>trivi <00:22:43.850>to, <00:22:44.025>um,

443
00:22:47.165 --> 00:22:49.625
<00:22:47.165>to <00:22:47.445>scan <00:22:47.725>vulnerabilities <00:22:48.004>in <00:22:48.284>container <00:22:48.565>images,

444
00:22:49.765 --> 00:22:53.345
<00:22:49.765>and <00:22:49.965>also <00:22:50.165>in <00:22:50.365>infra <00:22:50.565>infra <00:22:50.765>code, <00:22:50.965>uh, <00:22:51.165>configurations.

445
00:22:53.845 --> 00:22:58.305
<00:22:53.845>And <00:22:53.985>when <00:22:54.125>you <00:22:54.265>integrate <00:22:54.405>the <00:22:54.545>power <00:22:54.685>of <00:22:54.825>trivi <00:22:54.965>with <00:22:55.105>ai, <00:22:55.245>uh,

446
00:22:58.305 --> 00:23:00.945
<00:22:58.305>you <00:22:58.505>can <00:22:58.705>help <00:22:58.905>your <00:22:59.105>team <00:22:59.305>to <00:22:59.505>really <00:22:59.705>prioritize

447
00:23:00.965 --> 00:23:04.465
<00:23:00.965>and <00:23:01.198>focus <00:23:01.431>remediation <00:23:01.665>efforts <00:23:01.898>much <00:23:02.131>more <00:23:02.365>effectively.

448
00:23:04.845 --> 00:23:06.785
<00:23:04.845>So <00:23:05.195>think <00:23:05.545>about <00:23:05.895>ensuring <00:23:06.245>compliance

449
00:23:06.805 --> 00:23:08.385
<00:23:06.805>and <00:23:07.271>enhancing <00:23:07.738>security <00:23:08.205>posture

450
00:23:08.845 --> 00:23:10.985
<00:23:08.845>to <00:23:09.195>your <00:23:09.545>organization <00:23:09.895>using <00:23:10.245>trivi

451
00:23:11.485 --> 00:23:13.825
<00:23:11.485>and <00:23:11.718>using <00:23:11.951>the <00:23:12.185>data <00:23:12.418>that <00:23:12.651>trivi <00:23:12.885>provides.

452
00:23:14.785 --> 00:23:19.085
<00:23:14.785>Um, <00:23:14.940>the <00:23:15.096>next <00:23:15.251>thing <00:23:15.407>will <00:23:15.562>be, <00:23:15.718>uh, <00:23:15.873>Christ, <00:23:16.029>uh, <00:23:16.185>CrowdStrike,

453
00:23:19.085 --> 00:23:21.565
<00:23:19.085>sorry, <00:23:19.365>Falcon, <00:23:19.645>uh, <00:23:19.925>it <00:23:20.205>provides <00:23:20.485>kind

454
00:23:21.565 --> 00:23:23.685
<00:23:21.565>of <00:23:21.845>a <00:23:22.125>cloud <00:23:22.405>delivered <00:23:22.685>endpoint <00:23:22.965>protection.

455
00:23:24.065 --> 00:23:28.545
<00:23:24.065>So <00:23:24.240>think <00:23:24.415>about, <00:23:24.590>um, <00:23:24.765>think <00:23:24.940>about <00:23:25.115>protecting <00:23:25.290>your <00:23:25.465>endpoints,

456
00:23:28.965 --> 00:23:30.105
<00:23:28.965>uh, <00:23:29.478>using <00:23:29.991>ai.

457
00:23:30.525 --> 00:23:34.145
<00:23:30.525>It <00:23:30.805>can <00:23:31.085>basically, <00:23:31.365>uh, <00:23:31.645>detect <00:23:31.925>anomalies

458
00:23:34.165 --> 00:23:37.585
<00:23:34.165>and <00:23:34.340>really <00:23:34.514>an <00:23:34.690>analyze <00:23:34.865>the <00:23:35.040>behavior <00:23:35.215>of <00:23:35.389>the <00:23:35.565>endpoint.

459
00:23:38.005 --> 00:23:40.905
<00:23:38.005>It <00:23:38.205>really <00:23:38.405>offers <00:23:38.605>a <00:23:38.805>real <00:23:39.005>time <00:23:39.205>threat <00:23:39.405>detection

460
00:23:40.925 --> 00:23:43.145
<00:23:40.925>and <00:23:41.391>also <00:23:41.858>automated <00:23:42.325>responses.

461
00:23:43.525 --> 00:23:45.480
<00:23:43.525>So <00:23:43.665>it's <00:23:43.805>really <00:23:43.945>nice <00:23:44.085>to <00:23:44.225>take <00:23:44.365>a <00:23:44.505>look, <00:23:44.645>look <00:23:44.785>at <00:23:44.925>this.

462
00:23:45.705 --> 00:23:49.245
<00:23:45.705>And <00:23:45.845>you <00:23:45.985>have <00:23:46.125>also <00:23:46.264>SNY <00:23:46.405>code, <00:23:46.544>which <00:23:46.685>is <00:23:46.824>a <00:23:46.965>developer <00:23:47.105>focused,

463
00:23:49.545 --> 00:23:51.205
<00:23:49.545>uh, <00:23:50.011>code <00:23:50.478>security <00:23:50.945>platform.

464
00:23:51.865 --> 00:23:55.885
<00:23:51.865>And <00:23:52.040>that <00:23:52.215>leverages <00:23:52.390>the <00:23:52.565>AI <00:23:52.740>with <00:23:52.915>the <00:23:53.090>knowledge, <00:23:53.265>uh,

465
00:23:55.885 --> 00:23:57.085
<00:23:55.885>of <00:23:56.245>SNCC <00:23:56.605>in <00:23:56.965>security.

466
00:23:57.785 --> 00:24:02.005
<00:23:57.785>And <00:23:57.940>together <00:23:58.096>they <00:23:58.251>bring <00:23:58.407>kind <00:23:58.562>of <00:23:58.718>a <00:23:58.873>real <00:23:59.029>time <00:23:59.185>testing

467
00:24:02.915 --> 00:24:04.685
<00:24:02.915>suit <00:24:03.381>into <00:24:03.848>your <00:24:04.315>code.

468
00:24:05.675 --> 00:24:09.925
<00:24:05.675>So <00:24:05.830>it's <00:24:05.986>really, <00:24:06.141>uh, <00:24:06.297>amazing <00:24:06.452>to <00:24:06.608>see. <00:24:06.763>The <00:24:06.919>next <00:24:07.075>thing.

469
00:24:09.945 --> 00:24:12.085
<00:24:09.945>And <00:24:10.178>the <00:24:10.411>last <00:24:10.645>topic <00:24:10.878>will <00:24:11.111>be <00:24:11.345>observability.

470
00:24:13.575 --> 00:24:16.275
<00:24:13.575>And <00:24:13.925>observability <00:24:14.275>goes <00:24:14.625>much <00:24:14.975>more

471
00:24:16.295 --> 00:24:18.635
<00:24:16.295>beyond <00:24:16.645>than <00:24:16.995>the <00:24:17.345>traditional <00:24:17.695>monitoring.

472
00:24:18.895 --> 00:24:21.075
<00:24:18.895>It <00:24:19.128>really <00:24:19.361>provides <00:24:19.595>insight <00:24:19.828>into <00:24:20.061>your <00:24:20.295>health

473
00:24:21.135 --> 00:24:24.435
<00:24:21.135>and <00:24:21.310>performance, <00:24:21.485>uh, <00:24:21.660>of <00:24:21.835>your <00:24:22.010>system <00:24:22.185>in <00:24:22.360>real <00:24:22.535>time.

474
00:24:24.975 --> 00:24:29.595
<00:24:24.975>So <00:24:25.175>in <00:24:25.375>this <00:24:25.574>topic, <00:24:25.774>AI <00:24:25.975>is, <00:24:26.175>is <00:24:26.375>really,

475
00:24:30.965 --> 00:24:34.645
<00:24:30.965>is <00:24:31.165>really <00:24:31.365>like <00:24:31.564>changing <00:24:31.764>everything <00:24:31.965>in <00:24:32.165>my <00:24:32.365>eyes.

476
00:24:35.265 --> 00:24:38.285
<00:24:35.265>And <00:24:35.545>AI <00:24:35.825>really <00:24:36.105>elevates <00:24:36.385>observability, <00:24:36.665>uh,

477
00:24:38.425 --> 00:24:43.165
<00:24:38.425>by <00:24:38.625>analyzing <00:24:38.825>data <00:24:39.024>from <00:24:39.225>logs, <00:24:39.425>uh, <00:24:39.625>metrics <00:24:39.825>traces,

478
00:24:43.385 --> 00:24:46.645
<00:24:43.385>and, <00:24:43.540>uh, <00:24:43.696>it <00:24:43.851>really <00:24:44.007>leverage <00:24:44.162>the <00:24:44.318>data <00:24:44.473>that <00:24:44.629>it <00:24:44.785>has

479
00:24:47.145 --> 00:24:51.525
<00:24:47.145>to <00:24:47.320>detect <00:24:47.495>anomalies, <00:24:47.670>uh, <00:24:47.845>predict <00:24:48.020>issues <00:24:48.195>much <00:24:48.370>better <00:24:48.545>even

480
00:24:51.545 --> 00:24:53.765
<00:24:51.545>before <00:24:51.825>they <00:24:52.105>actually <00:24:52.385>impact <00:24:52.665>the <00:24:52.945>users.

481
00:24:54.425 --> 00:24:55.925
<00:24:54.425>And <00:24:54.762>you <00:24:55.100>can <00:24:55.437>also, <00:24:55.774>uh,

482
00:24:56.245 --> 00:25:00.285
<00:24:56.245>automate <00:24:56.400>root <00:24:56.556>cause <00:24:56.711>analysis <00:24:56.867>use <00:24:57.022>using, <00:24:57.178>uh, <00:24:57.333>the <00:24:57.489>right <00:24:57.645>tools.

483
00:25:01.385 --> 00:25:04.915
<00:25:01.385>Um, <00:25:01.735>and <00:25:02.085>the <00:25:02.435>AI <00:25:02.785>combined

484
00:25:04.915 --> 00:25:07.675
<00:25:04.915>with <00:25:05.115>observability <00:25:05.315>can <00:25:05.514>really <00:25:05.715>allow <00:25:05.915>the <00:25:06.115>DevOps <00:25:06.315>team

485
00:25:07.735 --> 00:25:11.555
<00:25:07.735>to <00:25:07.935>address <00:25:08.135>potential <00:25:08.334>problems <00:25:08.534>and <00:25:08.735>show <00:25:08.935>high <00:25:09.135>availability

486
00:25:12.015 --> 00:25:16.795
<00:25:12.015>and <00:25:12.170>also <00:25:12.326>detect, <00:25:12.481>uh, <00:25:12.637>issues <00:25:12.792>fast <00:25:12.948>enough <00:25:13.103>to <00:25:13.259>avoid, <00:25:13.415>uh,

487
00:25:17.355 --> 00:25:18.555
<00:25:17.355>incident <00:25:17.895>in <00:25:18.435>production.

488
00:25:19.255 --> 00:25:23.915
<00:25:19.255>So <00:25:19.395>you <00:25:19.535>have <00:25:19.675>Moogsoft, <00:25:19.815>uh, <00:25:19.955>AI <00:25:20.095>platform, <00:25:20.235>which <00:25:20.375>can <00:25:20.515>show <00:25:20.655>you

489
00:25:24.175 --> 00:25:28.155
<00:25:24.175>how <00:25:24.330>really, <00:25:24.486>uh, <00:25:24.641>AI <00:25:24.797>can <00:25:24.952>digest <00:25:25.108>huge <00:25:25.263>amount <00:25:25.419>of <00:25:25.575>data

490
00:25:28.375 --> 00:25:32.675
<00:25:28.375>to <00:25:28.550>identify <00:25:28.725>issues <00:25:28.900>really <00:25:29.075>quickly <00:25:29.250>and <00:25:29.425>ac <00:25:29.600>accurately, <00:25:29.775>um,

491
00:25:34.195 --> 00:25:38.015
<00:25:34.195>and <00:25:34.370>it's <00:25:34.544>significantly, <00:25:34.720>uh, <00:25:34.895>can <00:25:35.070>reduce <00:25:35.245>the <00:25:35.419>time, <00:25:35.595>uh,

492
00:25:38.075 --> 00:25:42.815
<00:25:38.075>to <00:25:38.275>resolution, <00:25:38.475>uh, <00:25:38.675>of <00:25:38.875>really <00:25:39.075>impactful, <00:25:39.275>uh, <00:25:39.475>incidents.

493
00:25:43.435 --> 00:25:45.735
<00:25:43.435>And <00:25:43.784>downstairs <00:25:44.135>you <00:25:44.485>have <00:25:44.835>Datadog.

494
00:25:45.995 --> 00:25:48.495
<00:25:45.995>So <00:25:46.169>Datadog <00:25:46.344>brings <00:25:46.520>to <00:25:46.695>the <00:25:46.870>table <00:25:47.044>many, <00:25:47.219>many <00:25:47.395>features.

495
00:25:48.715 --> 00:25:49.775
<00:25:48.715>Uh, <00:25:48.953>I <00:25:49.192>love <00:25:49.430>their <00:25:49.669>product.

496
00:25:50.555 --> 00:25:51.815
<00:25:50.555>And, <00:25:51.689>uh,

497
00:25:51.945 --> 00:25:54.775
<00:25:51.945>these <00:25:52.145>features <00:25:52.345>can <00:25:52.544>really <00:25:52.745>leverage <00:25:52.945>your <00:25:53.145>data <00:25:53.345>metrics

498
00:25:54.835 --> 00:25:56.175
<00:25:54.835>and <00:25:55.076>logs, <00:25:55.317>like <00:25:55.558>we <00:25:55.799>said <00:25:56.041>before,

499
00:25:56.715 --> 00:26:00.815
<00:25:56.715>and <00:25:56.889>it <00:25:57.064>integrated <00:25:57.240>to, <00:25:57.415>uh, <00:25:57.590>anomaly <00:25:57.764>detection, <00:25:57.939>smart <00:25:58.115>alerts,

500
00:26:00.835 --> 00:26:04.815
<00:26:00.835>and <00:26:00.951>even <00:26:01.068>they <00:26:01.185>have <00:26:01.301>a <00:26:01.418>nice, <00:26:01.535>uh, <00:26:01.651>chat <00:26:01.768>that <00:26:01.885>you <00:26:02.001>can <00:26:02.118>chat <00:26:02.235>with

501
00:26:04.915 --> 00:26:06.575
<00:26:04.915>to <00:26:05.381>understand <00:26:05.848>better <00:26:06.315>incidents.

502
00:26:06.575 --> 00:26:10.015
<00:26:06.575>So, <00:26:06.730>for <00:26:06.886>example, <00:26:07.041>you <00:26:07.197>have <00:26:07.352>now <00:26:07.508>an <00:26:07.663>alert, <00:26:07.819>uh, <00:26:07.975>firing

503
00:26:10.395 --> 00:26:13.615
<00:26:10.395>and <00:26:10.570>you <00:26:10.745>can <00:26:10.920>chat <00:26:11.095>with <00:26:11.270>the <00:26:11.445>Datadog <00:26:11.620>chat <00:26:11.795>to

504
00:26:14.245 --> 00:26:16.495
<00:26:14.245>collect <00:26:14.524>more <00:26:14.804>data <00:26:15.084>about <00:26:15.364>this <00:26:15.645>incident.

505
00:26:17.125 --> 00:26:21.945
<00:26:17.125>So <00:26:17.300>it's <00:26:17.475>really <00:26:17.650>nice <00:26:17.825>to <00:26:18.000>see <00:26:18.175>now <00:26:18.350>when <00:26:18.525>we,

506
00:26:22.445 --> 00:26:25.385
<00:26:22.445>we <00:26:22.585>covered <00:26:22.725>the, <00:26:22.865>the <00:26:23.004>topics <00:26:23.145>that <00:26:23.284>I <00:26:23.425>wanted <00:26:23.564>to <00:26:23.705>talk <00:26:23.845>about.

507
00:26:26.005 --> 00:26:29.825
<00:26:26.005>Um, <00:26:26.145>but <00:26:26.285>we <00:26:26.425>also <00:26:26.565>have <00:26:26.705>like <00:26:26.845>the <00:26:26.985>high <00:26:27.125>level <00:26:27.265>best <00:26:27.405>practices

508
00:26:29.825 --> 00:26:31.385
<00:26:29.825>and <00:26:30.105>common <00:26:30.385>pitfalls <00:26:30.665>when <00:26:30.945>talking <00:26:31.225>about

509
00:26:32.005 --> 00:26:34.385
<00:26:32.005>AI <00:26:32.285>integrated <00:26:32.565>into <00:26:32.845>the <00:26:33.125>DevOps <00:26:33.405>world.

510
00:26:34.965 --> 00:26:37.745
<00:26:34.965>So <00:26:35.165>let's <00:26:35.365>start <00:26:35.564>with <00:26:35.764>the <00:26:35.965>best <00:26:36.165>practices <00:26:36.365>side.

511
00:26:38.285 --> 00:26:40.305
<00:26:38.285>And <00:26:38.565>in <00:26:38.845>the <00:26:39.125>best <00:26:39.405>practices <00:26:39.685>side,

512
00:26:40.545 --> 00:26:42.745
<00:26:40.545>I <00:26:40.778>always <00:26:41.011>say <00:26:41.245>start <00:26:41.478>small <00:26:41.711>and <00:26:41.945>iterate.

513
00:26:43.135 --> 00:26:45.165
<00:26:43.135>Don't, <00:26:43.485>uh, <00:26:43.835>push <00:26:44.185>your <00:26:44.535>infrastructure

514
00:26:45.745 --> 00:26:47.885
<00:26:45.745>to <00:26:45.978>the <00:26:46.211>limit <00:26:46.445>really, <00:26:46.678>from <00:26:46.911>day <00:26:47.145>one.

515
00:26:48.595 --> 00:26:50.525
<00:26:48.595>Keep <00:26:49.061>building <00:26:49.528>a <00:26:49.995>consistent

516
00:26:50.625 --> 00:26:51.925
<00:26:50.625>and <00:26:51.210>iterated <00:26:51.795>process

517
00:26:52.545 --> 00:26:55.685
<00:26:52.545>to <00:26:52.778>really <00:26:53.011>integrating <00:26:53.245>your <00:26:53.478>infrastructure <00:26:53.711>with <00:26:53.945>ai.

518
00:26:55.755 --> 00:26:58.245
<00:26:55.755>It's <00:26:56.035>really <00:26:56.315>important <00:26:56.595>because <00:26:56.875>sometimes, <00:26:57.155>uh,

519
00:26:58.565 --> 00:27:01.925
<00:26:58.565>I <00:26:58.692>will <00:26:58.819>talk <00:26:58.946>about <00:26:59.074>it <00:26:59.201>later <00:26:59.328>in <00:26:59.455>the <00:26:59.583>common <00:26:59.710>pitfall <00:26:59.837>side <00:26:59.965>side.

520
00:27:02.665 --> 00:27:06.725
<00:27:02.665>Um, <00:27:02.805>but <00:27:02.945>it's <00:27:03.085>really <00:27:03.225>important <00:27:03.365>to <00:27:03.504>keep, <00:27:03.645>uh, <00:27:03.784>keep <00:27:03.925>it <00:27:04.065>small

521
00:27:06.825 --> 00:27:08.765
<00:27:06.825>and <00:27:07.291>iterate, <00:27:07.758>uh, <00:27:08.225>slow

522
00:27:09.305 --> 00:27:14.205
<00:27:09.305>and <00:27:09.445>make <00:27:09.585>it <00:27:09.725>really, <00:27:09.865>uh, <00:27:10.005>a <00:27:10.145>good <00:27:10.285>and <00:27:10.425>consistent, <00:27:10.565>uh, <00:27:10.705>process.

523
00:27:15.345 --> 00:27:18.365
<00:27:15.345>Uh, <00:27:15.500>the <00:27:15.656>next <00:27:15.811>thing <00:27:15.967>will <00:27:16.122>be <00:27:16.278>always <00:27:16.433>prefer <00:27:16.589>explain <00:27:16.745>ai.

524
00:27:19.025 --> 00:27:23.405
<00:27:19.025>And <00:27:19.152>by <00:27:19.279>this <00:27:19.406>I <00:27:19.534>mean <00:27:19.661>that <00:27:19.788>you <00:27:19.915>need <00:27:20.043>to <00:27:20.170>make <00:27:20.297>sure, <00:27:20.425>uh,

525
00:27:23.555 --> 00:27:26.805
<00:27:23.555>that <00:27:23.730>you <00:27:23.905>understand <00:27:24.080>the <00:27:24.255>decisions <00:27:24.430>that <00:27:24.605>your <00:27:24.780>AI <00:27:24.955>tool

526
00:27:26.825 --> 00:27:28.125
<00:27:26.825>or <00:27:27.215>agent <00:27:27.605>is <00:27:27.995>getting.

527
00:27:29.865 --> 00:27:33.115
<00:27:29.865>It's <00:27:30.145>really <00:27:30.425>important <00:27:30.705>because <00:27:30.985>sometimes, <00:27:31.265>uh,

528
00:27:33.455 --> 00:27:36.715
<00:27:33.455>and <00:27:33.571>also <00:27:33.688>I <00:27:33.804>will <00:27:33.921>talk <00:27:34.038>about <00:27:34.155>it <00:27:34.271>in <00:27:34.388>the <00:27:34.504>black <00:27:34.621>box <00:27:34.738>problem, <00:27:34.855>uh,

529
00:27:37.775 --> 00:27:40.795
<00:27:37.775>the <00:27:38.055>AI <00:27:38.335>has <00:27:38.615>really <00:27:38.895>impactful <00:27:39.175>power,

530
00:27:41.175 --> 00:27:43.995
<00:27:41.175>and <00:27:41.315>we <00:27:41.455>need <00:27:41.595>to <00:27:41.735>understand <00:27:41.875>the <00:27:42.014>decision <00:27:42.155>that <00:27:42.294>it <00:27:42.435>gets <00:27:42.575>right,

531
00:27:44.815 --> 00:27:48.815
<00:27:44.815>and <00:27:44.970>also <00:27:45.126>keep <00:27:45.281>in <00:27:45.437>mind <00:27:45.592>and <00:27:45.748>keep <00:27:45.903>your <00:27:46.059>eyes <00:27:46.215>open.

532
00:27:49.475 --> 00:27:50.895
<00:27:49.475>Uh, <00:27:49.900>like <00:27:50.327>I <00:27:50.753>said,

533
00:27:50.925 --> 00:27:54.055
<00:27:50.925>with <00:27:51.125>great <00:27:51.325>power <00:27:51.524>com <00:27:51.725>comes <00:27:51.925>great, <00:27:52.125>uh, <00:27:52.325>responsibility.

534
00:27:54.315 --> 00:27:58.365
<00:27:54.315>So, <00:27:54.490>uh, <00:27:54.665>AI <00:27:54.840>tools <00:27:55.015>have <00:27:55.190>a <00:27:55.365>lot <00:27:55.540>of, <00:27:55.715>uh,

535
00:27:58.585 --> 00:28:02.005
<00:27:58.585>impact <00:27:58.740>on <00:27:58.896>your <00:27:59.051>infrastructure <00:27:59.207>is <00:27:59.362>it <00:27:59.518>has <00:27:59.673>a <00:27:59.829>great <00:27:59.985>power,

536
00:28:02.465 --> 00:28:04.085
<00:28:02.465>but <00:28:02.814>also <00:28:03.165>a <00:28:03.514>huge <00:28:03.865>impact.

537
00:28:04.385 --> 00:28:05.605
<00:28:04.385>So <00:28:04.751>use <00:28:05.117>it <00:28:05.483>carefully.

538
00:28:06.345 --> 00:28:09.125
<00:28:06.345>And <00:28:06.578>on <00:28:06.811>the <00:28:07.045>common <00:28:07.278>pitfall <00:28:07.511>side, <00:28:07.745>um,

539
00:28:09.885 --> 00:28:13.045
<00:28:09.885>I <00:28:10.040>would <00:28:10.196>say <00:28:10.351>don't <00:28:10.507>over <00:28:10.662>rely <00:28:10.818>on <00:28:10.973>automation <00:28:11.129>and <00:28:11.285>ai.

540
00:28:13.355 --> 00:28:16.165
<00:28:13.355>Obviously, <00:28:13.588>that's <00:28:13.821>what's <00:28:14.055>going <00:28:14.288>to <00:28:14.521>happen, <00:28:14.755>right?

541
00:28:16.345 --> 00:28:20.325
<00:28:16.345>We <00:28:16.520>all <00:28:16.695>going <00:28:16.870>to <00:28:17.045>be, <00:28:17.220>uh, <00:28:17.395>automating <00:28:17.570>our <00:28:17.745>infrastructure

542
00:28:20.715 --> 00:28:24.165
<00:28:20.715>with <00:28:20.948>ai, <00:28:21.181>but <00:28:21.415>do <00:28:21.648>it <00:28:21.881>slow, <00:28:22.115>okay?

543
00:28:26.495 --> 00:28:30.305
<00:28:26.495>Kind <00:28:26.728>of <00:28:26.961>create, <00:28:27.195>uh, <00:28:27.428>a <00:28:27.661>human <00:28:27.895>oversight,

544
00:28:30.925 --> 00:28:32.385
<00:28:30.925>uh, <00:28:31.363>on <00:28:31.801>this <00:28:32.239>automation.

545
00:28:32.525 --> 00:28:36.505
<00:28:32.525>So, <00:28:32.725>uh, <00:28:32.925>really <00:28:33.125>avoid <00:28:33.325>lack <00:28:33.525>of <00:28:33.725>human <00:28:33.925>oversight.

546
00:28:36.645 --> 00:28:40.905
<00:28:36.645>That's <00:28:36.820>really <00:28:36.995>important. <00:28:37.170>And <00:28:37.345>also <00:28:37.520>avoid, <00:28:37.695>uh, <00:28:37.870>high <00:28:38.045>complexity

547
00:28:40.905 --> 00:28:44.105
<00:28:40.905>and <00:28:41.138>maintenance, <00:28:41.371>because <00:28:41.605>sometimes <00:28:41.838>this <00:28:42.071>automation <00:28:42.305>can

548
00:28:44.105 --> 00:28:47.105
<00:28:44.105>really, <00:28:44.385>uh, <00:28:44.665>complex <00:28:44.945>our, <00:28:45.225>uh, <00:28:45.505>infrastructure

549
00:28:47.245 --> 00:28:49.505
<00:28:47.245>and <00:28:47.445>make <00:28:47.645>it <00:28:47.844>more, <00:28:48.044>much <00:28:48.245>more <00:28:48.445>complex <00:28:48.645>instead

550
00:28:49.505 --> 00:28:50.825
<00:28:49.505>of <00:28:49.802>making <00:28:50.099>it <00:28:50.396>much <00:28:50.693>easier.

551
00:28:51.325 --> 00:28:55.265
<00:28:51.325>So <00:28:51.500>keep <00:28:51.675>this <00:28:51.850>in <00:28:52.025>mind. <00:28:52.200>Also, <00:28:52.375>security <00:28:52.550>and <00:28:52.725>privacy.

552
00:28:56.085 --> 00:28:58.665
<00:28:56.085>Uh, <00:28:56.318>this <00:28:56.551>is <00:28:56.785>extremely, <00:28:57.018>extremely, <00:28:57.251>extremely <00:28:57.485>important

553
00:28:58.665 --> 00:29:03.225
<00:28:58.665>because, <00:28:58.840>uh, <00:28:59.014>for <00:28:59.190>any <00:28:59.365>organization, <00:28:59.540>uh, <00:28:59.715>in <00:28:59.889>the <00:29:00.065>world,

554
00:29:03.385 --> 00:29:06.105
<00:29:03.385>I <00:29:03.585>think, <00:29:03.785>uh, <00:29:03.985>you <00:29:04.185>have <00:29:04.385>intellectual <00:29:04.585>property, <00:29:04.785>right?

555
00:29:06.105 --> 00:29:09.425
<00:29:06.105>You <00:29:06.245>have <00:29:06.385>your <00:29:06.525>own <00:29:06.665>data, <00:29:06.805>you <00:29:06.945>have <00:29:07.085>your <00:29:07.225>own, <00:29:07.365>uh, <00:29:07.505>components

556
00:29:09.645 --> 00:29:12.825
<00:29:09.645>or, <00:29:09.845>uh, <00:29:10.045>even <00:29:10.245>resources <00:29:10.445>around <00:29:10.645>the, <00:29:10.845>the <00:29:11.045>network

557
00:29:13.085 --> 00:29:14.545
<00:29:13.085>or <00:29:13.413>even <00:29:13.742>in <00:29:14.070>your <00:29:14.399>drawer.

558
00:29:15.085 --> 00:29:18.065
<00:29:15.085>So <00:29:15.225>you <00:29:15.365>need <00:29:15.505>to <00:29:15.645>understand <00:29:15.785>that <00:29:15.925>you <00:29:16.065>want <00:29:16.205>to <00:29:16.345>keep, <00:29:16.485>uh,

559
00:29:18.255 --> 00:29:19.945
<00:29:18.255>your <00:29:18.605>data <00:29:18.955>in <00:29:19.305>your <00:29:19.655>house.

560
00:29:20.085 --> 00:29:22.985
<00:29:20.085>You <00:29:20.225>don't <00:29:20.365>want <00:29:20.505>to, <00:29:20.645>uh, <00:29:20.785>spread <00:29:20.925>it <00:29:21.065>over <00:29:21.205>to <00:29:21.345>the <00:29:21.485>world.

561
00:29:23.685 --> 00:29:28.165
<00:29:23.685>And <00:29:23.812>there <00:29:23.939>were <00:29:24.066>many <00:29:24.194>cases <00:29:24.321>in <00:29:24.448>the <00:29:24.575>last <00:29:24.703>few <00:29:24.830>years <00:29:24.957>that, <00:29:25.085>uh,

562
00:29:28.685 --> 00:29:31.765
<00:29:28.685>companies <00:29:29.034>intellectual <00:29:29.385>property <00:29:29.735>got <00:29:30.085>leaked.

563
00:29:32.265 --> 00:29:36.245
<00:29:32.265>So <00:29:32.420>really <00:29:32.576>it's <00:29:32.731>important <00:29:32.887>to <00:29:33.042>keep <00:29:33.198>that, <00:29:33.353>uh, <00:29:33.509>in <00:29:33.665>mind.

564
00:29:36.745 --> 00:29:38.325
<00:29:36.745>And <00:29:36.978>the <00:29:37.211>last <00:29:37.445>thing <00:29:37.678>that <00:29:37.911>I <00:29:38.145>wanted

565
00:29:38.325 --> 00:29:40.165
<00:29:38.325>to <00:29:38.525>talk <00:29:38.725>about <00:29:38.925>is <00:29:39.125>the <00:29:39.325>black <00:29:39.525>box <00:29:39.725>problem.

566
00:29:40.595 --> 00:29:43.845
<00:29:40.595>Sometimes <00:29:40.795>you <00:29:40.995>don't <00:29:41.195>really <00:29:41.395>know <00:29:41.595>what <00:29:41.795>your <00:29:41.995>tool

567
00:29:43.845 --> 00:29:46.125
<00:29:43.845>that <00:29:44.125>you're <00:29:44.405>using <00:29:44.685>the <00:29:44.965>AI <00:29:45.245>tool

568
00:29:46.185 --> 00:29:48.885
<00:29:46.185>or <00:29:46.360>the <00:29:46.534>AI <00:29:46.710>agent, <00:29:46.885>uh, <00:29:47.060>you <00:29:47.235>don't <00:29:47.409>really <00:29:47.585>know

569
00:29:48.885 --> 00:29:50.045
<00:29:48.885>what <00:29:49.233>it's <00:29:49.581>doing, <00:29:49.929>right?

570
00:29:50.385 --> 00:29:53.765
<00:29:50.385>You <00:29:50.560>don't <00:29:50.735>know, <00:29:50.910>uh, <00:29:51.085>maybe <00:29:51.260>you <00:29:51.435>know <00:29:51.610>in <00:29:51.785>which

571
00:29:54.365 --> 00:29:55.525
<00:29:54.365>services <00:29:54.713>it's <00:29:55.061>connected <00:29:55.409>to,

572
00:29:55.945 --> 00:30:00.045
<00:29:55.945>but <00:29:56.072>you <00:29:56.199>don't <00:29:56.326>really <00:29:56.454>know <00:29:56.581>what <00:29:56.708>it's, <00:29:56.835>uh, <00:29:56.963>uh, <00:29:57.090>capable <00:29:57.217>to <00:29:57.345>do.

573
00:30:00.385 --> 00:30:03.205
<00:30:00.385>So <00:30:00.560>it's <00:30:00.735>always <00:30:00.910>important <00:30:01.085>to <00:30:01.260>set <00:30:01.435>the <00:30:01.610>right <00:30:01.785>boundaries

574
00:30:03.225 --> 00:30:05.925
<00:30:03.225>and <00:30:03.399>permissions <00:30:03.574>for <00:30:03.750>these <00:30:03.925>agents <00:30:04.100>and <00:30:04.274>for <00:30:04.449>these <00:30:04.625>tools,

575
00:30:06.545 --> 00:30:08.605
<00:30:06.545>and <00:30:06.778>always <00:30:07.011>keep <00:30:07.245>the <00:30:07.478>best <00:30:07.711>practices <00:30:07.945>when

576
00:30:08.605 --> 00:30:09.725
<00:30:08.605>it <00:30:08.941>comes <00:30:09.277>to <00:30:09.612>configuration.

577
00:30:10.335 --> 00:30:14.695
<00:30:10.335>It's <00:30:10.535>really, <00:30:10.735>really <00:30:10.935>important. <00:30:11.135>And <00:30:11.335>we <00:30:11.535>are <00:30:11.735>going

578
00:30:14.695 --> 00:30:19.415
<00:30:14.695>to <00:30:14.928>finish <00:30:15.161>this, <00:30:15.395>uh, <00:30:15.628>uh, <00:30:15.861>this <00:30:16.095>futuristic,

579
00:30:19.635 --> 00:30:23.215
<00:30:19.635>uh, <00:30:19.790>uh, <00:30:19.946>kind <00:30:20.101>of <00:30:20.257>talk <00:30:20.412>with <00:30:20.568>the <00:30:20.723>future <00:30:20.879>in <00:30:21.035>ai.

580
00:30:23.235 --> 00:30:26.615
<00:30:23.235>And <00:30:23.362>then <00:30:23.489>I'm <00:30:23.616>going <00:30:23.744>to <00:30:23.871>talk <00:30:23.998>about, <00:30:24.125>uh, <00:30:24.253>really <00:30:24.380>about <00:30:24.507>the <00:30:24.635>day

581
00:30:26.615 --> 00:30:28.735
<00:30:26.615>of <00:30:26.895>a <00:30:27.175>DevOps <00:30:27.455>engineer <00:30:27.735>in <00:30:28.015>2030.

582
00:30:29.395 --> 00:30:32.615
<00:30:29.395>So, <00:30:29.595>my <00:30:29.795>take <00:30:29.995>in <00:30:30.195>the <00:30:30.395>future <00:30:30.595>of <00:30:30.795>AI

583
00:30:32.615 --> 00:30:35.695
<00:30:32.615>and <00:30:32.895>DevOps <00:30:33.175>is <00:30:33.455>mostly <00:30:33.735>including, <00:30:34.015>uh,

584
00:30:35.715 --> 00:30:39.735
<00:30:35.715>really <00:30:35.915>big <00:30:36.115>leap <00:30:36.314>in <00:30:36.514>security <00:30:36.715>oriented, <00:30:36.915>uh, <00:30:37.115>tools.

585
00:30:40.395 --> 00:30:44.775
<00:30:40.395>So <00:30:40.595>these <00:30:40.795>security <00:30:40.995>oriented <00:30:41.195>AI <00:30:41.395>tools <00:30:41.595>really, <00:30:41.795>uh,

586
00:30:45.355 --> 00:30:47.935
<00:30:45.355>are <00:30:45.555>there <00:30:45.755>to <00:30:45.955>detect <00:30:46.155>and <00:30:46.355>run <00:30:46.555>fixes <00:30:46.755>live.

587
00:30:48.595 --> 00:30:53.205
<00:30:48.595>Not <00:30:48.795>only, <00:30:48.995>um, <00:30:49.195>not <00:30:49.395>only, <00:30:49.595>uh, <00:30:49.795>suggest <00:30:49.995>fixes,

588
00:30:53.205 --> 00:30:57.485
<00:30:53.205>but <00:30:53.405>also <00:30:53.605>including <00:30:53.804>fixing <00:30:54.004>code <00:30:54.205>vulnerabilities <00:30:54.405>from <00:30:54.605>end

589
00:30:57.485 --> 00:31:01.045
<00:30:57.485>to <00:30:57.625>end, <00:30:57.764>uh, <00:30:57.905>right <00:30:58.044>from <00:30:58.185>the <00:30:58.324>beginning <00:30:58.465>to <00:30:58.604>suggest <00:30:58.745>you, <00:30:58.885>uh,

590
00:31:01.155 --> 00:31:05.685
<00:31:01.155>actions <00:31:01.282>to <00:31:01.409>take <00:31:01.536>and <00:31:01.664>up <00:31:01.791>to <00:31:01.918>the <00:31:02.045>top <00:31:02.173>to <00:31:02.300>actually <00:31:02.427>fix <00:31:02.555>your,

591
00:31:06.225 --> 00:31:09.765
<00:31:06.225>uh, <00:31:06.399>fix <00:31:06.574>your <00:31:06.750>code <00:31:06.925>without <00:31:07.100>really <00:31:07.274>a <00:31:07.449>human <00:31:07.625>interaction

592
00:31:10.455 --> 00:31:11.925
<00:31:10.455>about <00:31:11.116>edge <00:31:11.778>computing.

593
00:31:11.925 --> 00:31:15.685
<00:31:11.925>And <00:31:12.080>I <00:31:12.236>ot. <00:31:12.391>Uh, <00:31:12.547>it's <00:31:12.702>all <00:31:12.858>about <00:31:13.013>data <00:31:13.169>and <00:31:13.325>processing.

594
00:31:15.865 --> 00:31:17.405
<00:31:15.865>And <00:31:16.327>I <00:31:16.789>think, <00:31:17.251>uh,

595
00:31:17.675 --> 00:31:22.405
<00:31:17.675>that <00:31:17.802>there <00:31:17.929>AI <00:31:18.056>will <00:31:18.184>take <00:31:18.311>a <00:31:18.438>huge <00:31:18.565>spot <00:31:18.693>in <00:31:18.820>easing <00:31:18.947>up <00:31:19.075>processes

596
00:31:22.705 --> 00:31:25.005
<00:31:22.705>and <00:31:23.054>really <00:31:23.405>maximizing <00:31:23.754>the <00:31:24.105>control

597
00:31:25.005 --> 00:31:27.285
<00:31:25.005>that <00:31:25.238>you <00:31:25.471>have <00:31:25.705>over <00:31:25.938>the <00:31:26.171>edge <00:31:26.405>resources.

598
00:31:27.805 --> 00:31:30.805
<00:31:27.805>'cause <00:31:27.960>think <00:31:28.116>about <00:31:28.271>it, <00:31:28.427>you <00:31:28.582>have <00:31:28.738>such <00:31:28.893>a <00:31:29.049>many, <00:31:29.205>uh,

599
00:31:30.805 --> 00:31:32.965
<00:31:30.805>edge <00:31:31.038>devices <00:31:31.271>on <00:31:31.505>the, <00:31:31.738>on <00:31:31.971>the <00:31:32.205>edge,

600
00:31:33.265 --> 00:31:36.005
<00:31:33.265>and, <00:31:33.440>uh, <00:31:33.615>you <00:31:33.790>really <00:31:33.965>need <00:31:34.140>to, <00:31:34.315>to <00:31:34.490>manage <00:31:34.665>them,

601
00:31:36.025 --> 00:31:37.045
<00:31:36.025>you <00:31:36.254>need <00:31:36.484>to <00:31:36.713>maintain <00:31:36.943>them.

602
00:31:37.385 --> 00:31:41.525
<00:31:37.385>And <00:31:37.540>ai, <00:31:37.696>I <00:31:37.851>think <00:31:38.007>is <00:31:38.162>the <00:31:38.318>best, <00:31:38.473>uh, <00:31:38.629>candidate, <00:31:38.785>uh,

603
00:31:41.545 --> 00:31:43.605
<00:31:41.545>to <00:31:41.778>really <00:31:42.011>take <00:31:42.245>care <00:31:42.478>of <00:31:42.711>this <00:31:42.945>effort.

604
00:31:44.845 --> 00:31:48.555
<00:31:44.845>Um, <00:31:45.195>integrating <00:31:45.545>AI <00:31:45.895>in <00:31:46.245>sustainability

605
00:31:48.555 --> 00:31:52.555
<00:31:48.555>and <00:31:48.710>grad <00:31:48.866>compu <00:31:49.021>computing, <00:31:49.177>I <00:31:49.332>also <00:31:49.488>think <00:31:49.643>will <00:31:49.799>gain, <00:31:49.955>uh,

606
00:31:53.025 --> 00:31:55.355
<00:31:53.025>huge <00:31:53.375>velocity <00:31:53.725>and <00:31:54.075>huge <00:31:54.425>attention

607
00:31:55.975 --> 00:32:00.435
<00:31:55.975>as <00:31:56.149>many <00:31:56.324>regulation <00:31:56.500>are <00:31:56.675>getting <00:31:56.850>much <00:31:57.024>more, <00:31:57.199>uh, <00:31:57.375>stricter

608
00:32:01.315 --> 00:32:02.385
<00:32:01.315>about <00:32:02.278>lops.

609
00:32:02.865 --> 00:32:04.745
<00:32:02.865>I <00:32:03.065>think <00:32:03.265>it's <00:32:03.465>really <00:32:03.665>a <00:32:03.865>hot <00:32:04.065>topics <00:32:04.265>already.

610
00:32:05.285 --> 00:32:09.745
<00:32:05.285>Um, <00:32:05.401>when <00:32:05.518>it <00:32:05.635>comes <00:32:05.751>to <00:32:05.868>ai, <00:32:05.985>it's <00:32:06.101>really, <00:32:06.218>lops <00:32:06.335>is, <00:32:06.451>it's <00:32:06.568>a <00:32:06.685>thing.

611
00:32:10.255 --> 00:32:11.385
<00:32:10.255>It's <00:32:10.594>really <00:32:10.933>a <00:32:11.272>buzzword.

612
00:32:11.805 --> 00:32:15.345
<00:32:11.805>But <00:32:11.945>I <00:32:12.085>think <00:32:12.225>that, <00:32:12.365>uh, <00:32:12.505>as <00:32:12.645>soon <00:32:12.785>as <00:32:12.925>we, <00:32:13.065>uh, <00:32:13.205>grow

613
00:32:15.365 --> 00:32:19.345
<00:32:15.365>and <00:32:15.472>as <00:32:15.580>soon <00:32:15.688>as <00:32:15.795>the <00:32:15.903>AI <00:32:16.011>will <00:32:16.118>take <00:32:16.226>a <00:32:16.334>better <00:32:16.441>place <00:32:16.549>in <00:32:16.657>the <00:32:16.765>DevOps

614
00:32:19.345 --> 00:32:22.385
<00:32:19.345>world, <00:32:19.545>I <00:32:19.745>think <00:32:19.945>that, <00:32:20.145>uh, <00:32:20.345>much <00:32:20.545>more <00:32:20.745>tools

615
00:32:22.485 --> 00:32:27.225
<00:32:22.485>and <00:32:22.640>frameworks <00:32:22.796>of <00:32:22.951>lops <00:32:23.107>is <00:32:23.262>going <00:32:23.418>to <00:32:23.573>take, <00:32:23.729>uh, <00:32:23.885>uh,

616
00:32:27.255 --> 00:32:31.075
<00:32:27.255>much <00:32:27.410>more <00:32:27.566>space <00:32:27.721>in <00:32:27.877>the, <00:32:28.032>in <00:32:28.188>the <00:32:28.343>world <00:32:28.499>of <00:32:28.655>DevOps.

617
00:32:32.185 --> 00:32:35.445
<00:32:32.185>And <00:32:32.360>last <00:32:32.534>but <00:32:32.710>not <00:32:32.885>least, <00:32:33.060>uh, <00:32:33.235>AI <00:32:33.409>posture <00:32:33.585>management.

618
00:32:35.545 --> 00:32:36.605
<00:32:35.545>So <00:32:35.863>I <00:32:36.181>think <00:32:36.499>that

619
00:32:37.105 --> 00:32:40.165
<00:32:37.105>as <00:32:37.260>AI <00:32:37.416>will <00:32:37.571>eventually <00:32:37.727>be <00:32:37.882>the <00:32:38.038>main <00:32:38.193>component <00:32:38.349>in <00:32:38.505>our,

620
00:32:40.185 --> 00:32:43.125
<00:32:40.185>in <00:32:40.385>infrastructure, <00:32:40.585>I <00:32:40.784>think <00:32:40.985>that <00:32:41.185>we <00:32:41.385>will <00:32:41.585>have

621
00:32:43.125 --> 00:32:45.205
<00:32:43.125>to <00:32:43.475>control <00:32:43.825>it <00:32:44.175>somehow, <00:32:44.525>right?

622
00:32:45.225 --> 00:32:46.925
<00:32:45.225>We <00:32:45.504>will <00:32:45.784>have <00:32:46.064>many, <00:32:46.344>many <00:32:46.625>tools

623
00:32:46.985 --> 00:32:49.285
<00:32:46.985>and <00:32:47.264>agents <00:32:47.544>all <00:32:47.824>around <00:32:48.104>the <00:32:48.385>infrastructure,

624
00:32:49.705 --> 00:32:51.245
<00:32:49.705>and <00:32:49.903>we <00:32:50.101>need <00:32:50.299>to <00:32:50.496>control <00:32:50.695>it <00:32:50.892>much <00:32:51.091>better.

625
00:32:51.545 --> 00:32:55.285
<00:32:51.545>So <00:32:51.685>we <00:32:51.825>will <00:32:51.965>have <00:32:52.105>kind <00:32:52.245>of <00:32:52.385>a, <00:32:52.525>a <00:32:52.665>poster <00:32:52.805>management <00:32:52.945>platform

626
00:32:55.285 --> 00:32:58.885
<00:32:55.285>that <00:32:55.460>will <00:32:55.635>rule <00:32:55.810>all <00:32:55.985>of <00:32:56.160>the <00:32:56.335>agents <00:32:56.510>a <00:32:56.685>lot,

627
00:32:58.905 --> 00:33:01.685
<00:32:58.905>and <00:32:59.032>all <00:32:59.159>of <00:32:59.286>the <00:32:59.414>tools <00:32:59.541>we <00:32:59.668>will <00:32:59.795>have, <00:32:59.923>like <00:33:00.050>a <00:33:00.177>human <00:33:00.305>oversight

628
00:33:01.945 --> 00:33:02.965
<00:33:01.945>of <00:33:02.251>what's <00:33:02.557>going <00:33:02.862>on.

629
00:33:03.735 --> 00:33:06.995
<00:33:03.735>And <00:33:03.875>I <00:33:04.014>think <00:33:04.155>this <00:33:04.294>is, <00:33:04.435>uh, <00:33:04.574>where <00:33:04.715>the <00:33:04.854>future <00:33:04.995>of <00:33:05.135>AI

630
00:33:06.995 --> 00:33:09.075
<00:33:06.995>and <00:33:07.274>DevOps, <00:33:07.554>uh, <00:33:07.834>world <00:33:08.114>is <00:33:08.395>going.

631
00:33:09.775 --> 00:33:12.075
<00:33:09.775>And <00:33:09.915>the <00:33:10.055>last <00:33:10.195>thing <00:33:10.335>that <00:33:10.475>I <00:33:10.615>want <00:33:10.755>to <00:33:10.895>talk <00:33:11.035>about <00:33:11.175>is

632
00:33:12.255 --> 00:33:15.035
<00:33:12.255>how <00:33:12.455>I <00:33:12.655>imagine <00:33:12.855>the <00:33:13.055>world, <00:33:13.255>uh, <00:33:13.455>the <00:33:13.655>day

633
00:33:15.135 --> 00:33:17.235
<00:33:15.135>of <00:33:15.415>a <00:33:15.695>DevOps <00:33:15.975>engineer <00:33:16.254>in <00:33:16.535>2030.

634
00:33:18.615 --> 00:33:21.795
<00:33:18.615>And <00:33:18.790>this <00:33:18.965>is <00:33:19.140>going <00:33:19.315>to <00:33:19.490>be <00:33:19.665>a <00:33:19.840>bit <00:33:20.015>futuristic,

635
00:33:21.895 --> 00:33:24.635
<00:33:21.895>and <00:33:22.035>I <00:33:22.175>really <00:33:22.315>wanted <00:33:22.455>to <00:33:22.595>finish <00:33:22.735>this <00:33:22.875>talk <00:33:23.014>in <00:33:23.155>a <00:33:23.295>really

636
00:33:24.915 --> 00:33:27.915
<00:33:24.915>futuristic, <00:33:25.148>uh, <00:33:25.381>uh, <00:33:25.615>thing <00:33:25.848>that <00:33:26.081>I <00:33:26.315>wrote.

637
00:33:28.195 --> 00:33:30.395
<00:33:28.195>I <00:33:28.428>actually <00:33:28.661>wrote <00:33:28.895>this, <00:33:29.128>uh, <00:33:29.361>to <00:33:29.595>understand

638
00:33:30.395 --> 00:33:33.755
<00:33:30.395>how <00:33:30.550>I <00:33:30.706>can <00:33:30.861>combine <00:33:31.017>the <00:33:31.172>ideas <00:33:31.328>that <00:33:31.483>I <00:33:31.639>talked <00:33:31.795>about

639
00:33:34.015 --> 00:33:37.755
<00:33:34.015>before <00:33:34.215>into <00:33:34.415>the <00:33:34.615>world <00:33:34.815>in <00:33:35.015>the, <00:33:35.215>the <00:33:35.415>day-to-day

640
00:33:37.755 --> 00:33:38.755
<00:33:37.755>of <00:33:38.055>a <00:33:38.355>DevOps <00:33:38.655>engineer.

641
00:33:38.935 --> 00:33:40.835
<00:33:38.935>So <00:33:39.110>I'm <00:33:39.284>going <00:33:39.460>to <00:33:39.635>read <00:33:39.810>it, <00:33:39.985>uh, <00:33:40.159>for <00:33:40.335>you.

642
00:33:41.415 --> 00:33:44.115
<00:33:41.415>Um, <00:33:41.615>and <00:33:41.815>again, <00:33:42.014>it's <00:33:42.215>going <00:33:42.415>to <00:33:42.615>get <00:33:42.815>really,

643
00:33:44.115 --> 00:33:45.635
<00:33:44.115>really, <00:33:44.799>uh, <00:33:45.483>futuristic.

644
00:33:45.655 --> 00:33:48.955
<00:33:45.655>So <00:33:45.830>get <00:33:46.004>ready. <00:33:46.180>Um, <00:33:46.355>so <00:33:46.530>just <00:33:46.705>start <00:33:46.879>with <00:33:47.055>it.

645
00:33:49.375 --> 00:33:50.795
<00:33:49.375>Uh, <00:33:49.801>your <00:33:50.227>day <00:33:50.653>begins

646
00:33:50.795 --> 00:33:54.435
<00:33:50.795>with <00:33:50.970>a <00:33:51.145>virtual <00:33:51.320>meeting <00:33:51.495>in <00:33:51.670>your <00:33:51.845>augmented <00:33:52.020>reality <00:33:52.195>workspace,

647
00:33:54.485 --> 00:33:57.235
<00:33:54.485>where <00:33:54.718>AI <00:33:54.951>powered <00:33:55.185>bots <00:33:55.418>present <00:33:55.651>a <00:33:55.885>summary

648
00:33:57.335 --> 00:33:59.915
<00:33:57.335>of <00:33:57.685>oversight <00:33:58.035>operations <00:33:58.385>and <00:33:58.735>incidents.

649
00:34:00.505 --> 00:34:03.615
<00:34:00.505>These <00:34:00.738>bots <00:34:00.971>already <00:34:01.205>identified <00:34:01.438>potential <00:34:01.671>issues <00:34:01.905>using

650
00:34:03.615 --> 00:34:07.215
<00:34:03.615>predictive <00:34:03.965>analytics, <00:34:04.315>initiating <00:34:04.665>automated <00:34:05.015>workflows

651
00:34:07.355 --> 00:34:09.815
<00:34:07.355>to <00:34:07.530>address <00:34:07.705>them <00:34:07.880>before <00:34:08.054>they <00:34:08.230>even <00:34:08.405>impact <00:34:08.580>the <00:34:08.755>users.

652
00:34:10.985 --> 00:34:13.005
<00:34:10.985>As <00:34:11.218>you <00:34:11.451>review <00:34:11.685>code <00:34:11.918>for <00:34:12.151>new <00:34:12.385>feature

653
00:34:13.425 --> 00:34:17.525
<00:34:13.425>and <00:34:13.600>AI <00:34:13.775>assistant <00:34:13.950>suggest <00:34:14.125>optimization <00:34:14.300>based <00:34:14.475>on <00:34:14.650>a <00:34:14.825>deep

654
00:34:17.885 --> 00:34:19.685
<00:34:17.885>analysis <00:34:18.235>of <00:34:18.585>your <00:34:18.935>code-based <00:34:19.285>performance

655
00:34:20.265 --> 00:34:23.845
<00:34:20.264>and, <00:34:20.498>uh, <00:34:20.731>current <00:34:20.964>best <00:34:21.198>practices, <00:34:21.431>it <00:34:21.665>automatically,

656
00:34:23.875 --> 00:34:25.405
<00:34:23.875>automatically <00:34:25.252>generates

657
00:34:25.505 --> 00:34:28.885
<00:34:25.505>and <00:34:25.705>runs <00:34:25.905>test <00:34:26.105>adjust <00:34:26.305>parameters <00:34:26.505>in <00:34:26.705>real <00:34:26.905>time.

658
00:34:29.505 --> 00:34:32.885
<00:34:29.505>Uh, <00:34:29.705>it's <00:34:29.905>also <00:34:30.105>exploring <00:34:30.305>kind <00:34:30.505>of <00:34:30.705>potential <00:34:30.905>issues.

659
00:34:34.215 --> 00:34:35.365
<00:34:34.215>After <00:34:34.560>this <00:34:34.904>for <00:34:35.250>lunch,

660
00:34:35.465 --> 00:34:37.965
<00:34:35.465>you <00:34:35.745>join <00:34:36.025>a <00:34:36.305>virtual <00:34:36.585>brainstorming <00:34:36.865>session

661
00:34:37.995 --> 00:34:40.885
<00:34:37.995>with <00:34:38.275>your <00:34:38.554>team <00:34:38.835>discussing, <00:34:39.114>discussing, <00:34:39.395>sorry,

662
00:34:41.225 --> 00:34:43.925
<00:34:41.225>the <00:34:41.458>integration <00:34:41.691>of <00:34:41.924>a <00:34:42.158>new <00:34:42.391>quantum <00:34:42.625>encrypted

663
00:34:43.925 --> 00:34:45.205
<00:34:43.925>data <00:34:44.501>storage <00:34:45.076>solution.

664
00:34:45.665 --> 00:34:47.005
<00:34:45.665>I'm <00:34:45.837>going <00:34:46.009>a <00:34:46.181>bit <00:34:46.354>far <00:34:46.526>here, <00:34:46.698>I'm <00:34:46.871>sorry.

665
00:34:47.585 --> 00:34:52.005
<00:34:47.585>Um, <00:34:47.818>your <00:34:48.051>AI <00:34:48.284>assistant <00:34:48.518>transcribes <00:34:48.751>the <00:34:48.985>conversation

666
00:34:52.285 --> 00:34:54.485
<00:34:52.284>highlighting <00:34:52.634>the <00:34:52.984>key <00:34:53.335>action <00:34:53.685>items

667
00:34:54.785 --> 00:34:58.605
<00:34:54.784>and <00:34:54.940>assigning <00:34:55.096>the <00:34:55.251>task <00:34:55.407>based <00:34:55.562>on <00:34:55.718>your <00:34:55.873>team's <00:34:56.029>best <00:34:56.185>performance

668
00:34:58.745 --> 00:34:59.845
<00:34:58.745>and <00:34:59.240>correct <00:34:59.734>workload.

669
00:35:00.235 --> 00:35:02.805
<00:35:00.235>This <00:35:00.435>is <00:35:00.635>actually <00:35:00.835>something <00:35:01.035>that <00:35:01.235>Microsoft <00:35:01.435>already <00:35:01.635>have,

670
00:35:03.185 --> 00:35:05.045
<00:35:03.185>and <00:35:03.384>I <00:35:03.585>think <00:35:03.785>zoom <00:35:03.985>also <00:35:04.185>in <00:35:04.384>a <00:35:04.585>way.

671
00:35:05.545 --> 00:35:09.365
<00:35:05.545>Um, <00:35:05.720>I <00:35:05.895>think <00:35:06.070>in <00:35:06.245>Microsoft <00:35:06.420>team, <00:35:06.595>with <00:35:06.770>their <00:35:06.945>co-pilot,

672
00:35:09.665 --> 00:35:11.725
<00:35:09.665>you <00:35:09.945>can <00:35:10.225>actually <00:35:10.505>transcribe <00:35:10.785>your <00:35:11.065>meetings

673
00:35:12.025 --> 00:35:15.005
<00:35:12.025>and <00:35:12.200>also <00:35:12.375>create <00:35:12.550>tasks <00:35:12.725>and <00:35:12.900>assign <00:35:13.075>people <00:35:13.250>to <00:35:13.425>them.

674
00:35:15.395 --> 00:35:17.845
<00:35:15.395>It's <00:35:15.570>kind <00:35:15.745>of <00:35:15.920>crazy <00:35:16.095>if <00:35:16.270>you <00:35:16.445>ask <00:35:16.620>me, <00:35:16.795>uh,

675
00:35:17.855 --> 00:35:21.605
<00:35:17.855>after <00:35:17.995>this <00:35:18.135>in <00:35:18.275>the <00:35:18.415>afternoon, <00:35:18.555>uh, <00:35:18.695>you <00:35:18.835>deploy <00:35:18.975>a <00:35:19.115>new <00:35:19.255>service

676
00:35:21.705 --> 00:35:24.405
<00:35:21.705>to <00:35:21.845>a <00:35:21.985>global <00:35:22.125>network <00:35:22.265>of <00:35:22.404>edge <00:35:22.545>devices, <00:35:22.685>like <00:35:22.825>we <00:35:22.965>talked <00:35:23.105>about,

677
00:35:25.065 --> 00:35:29.045
<00:35:25.065>uh, <00:35:25.220>edge <00:35:25.376>devices <00:35:25.531>will <00:35:25.687>be <00:35:25.842>a <00:35:25.998>really, <00:35:26.153>uh, <00:35:26.309>impactful <00:35:26.465>thing.

678
00:35:29.625 --> 00:35:33.085
<00:35:29.625>And <00:35:29.905>the <00:35:30.185>deployment <00:35:30.465>tool <00:35:30.745>chain <00:35:31.025>powered

679
00:35:33.085 --> 00:35:37.325
<00:35:33.085>by <00:35:33.285>advanced <00:35:33.485>AI <00:35:33.685>algorithms <00:35:33.885>selects <00:35:34.085>the <00:35:34.285>optimal <00:35:34.485>deployment

680
00:35:37.565 --> 00:35:38.885
<00:35:37.565>strategy <00:35:37.961>to <00:35:38.357>balance <00:35:38.753>load

681
00:35:38.885 --> 00:35:41.525
<00:35:38.885>and <00:35:39.165>minimize <00:35:39.445>latency <00:35:39.725>for <00:35:40.005>users <00:35:40.285>worldwide.

682
00:35:41.775 --> 00:35:46.045
<00:35:41.775>Think <00:35:41.930>about <00:35:42.086>it. <00:35:42.241>You <00:35:42.397>can <00:35:42.552>use, <00:35:42.708>uh, <00:35:42.863>AI <00:35:43.019>to <00:35:43.175>suggest

683
00:35:46.105 --> 00:35:49.045
<00:35:46.105>or <00:35:46.280>maybe <00:35:46.455>choose <00:35:46.630>the <00:35:46.805>best <00:35:46.980>strategy <00:35:47.155>based <00:35:47.330>on <00:35:47.505>your

684
00:35:49.735 --> 00:35:51.525
<00:35:49.735>usage <00:35:50.015>in <00:35:50.295>your <00:35:50.575>application, <00:35:50.855>your <00:35:51.135>load,

685
00:35:52.025 --> 00:35:54.085
<00:35:52.025>and <00:35:52.225>you <00:35:52.425>can <00:35:52.625>understand <00:35:52.825>how <00:35:53.025>you <00:35:53.225>can, <00:35:53.425>uh,

686
00:35:54.425 --> 00:35:57.765
<00:35:54.425>impact <00:35:54.580>less <00:35:54.736>on <00:35:54.891>your <00:35:55.047>users <00:35:55.202>when <00:35:55.358>you <00:35:55.513>deploy <00:35:55.669>new <00:35:55.825>versions,

687
00:35:58.175 --> 00:36:01.205
<00:35:58.175>maybe <00:35:58.408>with <00:35:58.641>AB <00:35:58.875>testing <00:35:59.108>or <00:35:59.341>canary <00:35:59.575>deployments.

688
00:36:01.785 --> 00:36:06.085
<00:36:01.785>Um, <00:36:02.251>so, <00:36:02.718>uh, <00:36:03.185>again,

689
00:36:06.185 --> 00:36:07.525
<00:36:06.185>I'm <00:36:06.426>going <00:36:06.667>back <00:36:06.908>to <00:36:07.149>the <00:36:07.391>afternoon.

690
00:36:08.105 --> 00:36:11.725
<00:36:08.105>Uh, <00:36:08.280>this <00:36:08.455>deployment <00:36:08.630>tool <00:36:08.805>chain <00:36:08.980>tool <00:36:09.155>chain <00:36:09.330>also <00:36:09.505>ensures

691
00:36:11.725 --> 00:36:14.965
<00:36:11.725>that <00:36:11.924>the <00:36:12.125>deployment <00:36:12.325>will <00:36:12.525>use <00:36:12.725>the <00:36:12.924>strictest <00:36:13.125>security

692
00:36:15.105 --> 00:36:18.525
<00:36:15.105>and <00:36:15.385>sustainability <00:36:15.665>standards <00:36:15.945>automatically <00:36:16.225>selecting <00:36:16.505>green

693
00:36:18.525 --> 00:36:21.125
<00:36:18.525>data <00:36:18.805>centers <00:36:19.085>and <00:36:19.365>optimizing <00:36:19.645>resource <00:36:19.925>usage

694
00:36:21.505 --> 00:36:24.765
<00:36:21.505>to <00:36:21.785>reduce <00:36:22.065>energy <00:36:22.345>consumptions <00:36:22.625>here, <00:36:22.905>uh,

695
00:36:25.605 --> 00:36:29.205
<00:36:25.605>I <00:36:25.885>like <00:36:26.165>inserted <00:36:26.445>the <00:36:26.725>sustainability <00:36:27.005>topic,

696
00:36:29.665 --> 00:36:33.205
<00:36:29.665>the <00:36:29.820>green <00:36:29.976>data <00:36:30.131>centers <00:36:30.287>that <00:36:30.442>I <00:36:30.598>think <00:36:30.753>will <00:36:30.909>take, <00:36:31.065>uh,

697
00:36:33.605 --> 00:36:37.925
<00:36:33.605>a <00:36:33.745>big <00:36:33.885>place, <00:36:34.025>uh, <00:36:34.165>in <00:36:34.305>our <00:36:34.445>future <00:36:34.585>and <00:36:34.725>also <00:36:34.865>reduce <00:36:35.005>energy

698
00:36:37.925 --> 00:36:40.805
<00:36:37.925>and <00:36:38.158>consumption, <00:36:38.391>which <00:36:38.625>is <00:36:38.858>basically <00:36:39.091>finops, <00:36:39.325>right?

699
00:36:40.865 --> 00:36:43.205
<00:36:40.865>We <00:36:41.098>want <00:36:41.331>to <00:36:41.564>always <00:36:41.798>minimize <00:36:42.031>our <00:36:42.265>cost.

700
00:36:43.545 --> 00:36:45.445
<00:36:43.545>And <00:36:43.720>with <00:36:43.895>AI, <00:36:44.070>it <00:36:44.245>will <00:36:44.420>be <00:36:44.595>much <00:36:44.770>more <00:36:44.945>easier.

701
00:36:46.385 --> 00:36:50.005
<00:36:46.385>And <00:36:46.512>as <00:36:46.639>your <00:36:46.766>day <00:36:46.894>ends <00:36:47.021>as <00:36:47.148>a <00:36:47.275>DevOps <00:36:47.403>engineer, <00:36:47.530>you <00:36:47.657>review, <00:36:47.785>uh,

702
00:36:50.005 --> 00:36:52.485
<00:36:50.005>dashboard <00:36:50.355>summarizing <00:36:50.705>the <00:36:51.055>day's <00:36:51.405>operation,

703
00:36:52.485 --> 00:36:56.685
<00:36:52.485>including <00:36:52.718>automating <00:36:52.951>contributors, <00:36:53.185>uh, <00:36:53.418>from <00:36:53.651>AI <00:36:53.885>system

704
00:36:56.685 --> 00:37:00.045
<00:36:56.685>because <00:36:56.884>the <00:36:57.085>old <00:36:57.285>day <00:36:57.485>AI <00:36:57.685>did <00:36:57.884>stuff, <00:36:58.085>right?

705
00:37:00.105 --> 00:37:02.965
<00:37:00.105>You <00:37:00.245>need <00:37:00.385>to <00:37:00.525>understand <00:37:00.665>what <00:37:00.805>the <00:37:00.945>tools <00:37:01.085>and <00:37:01.225>the <00:37:01.365>agents <00:37:01.505>did.

706
00:37:03.385 --> 00:37:05.765
<00:37:03.385>So <00:37:03.560>you <00:37:03.735>have <00:37:03.910>kind <00:37:04.085>of <00:37:04.260>a <00:37:04.435>dashboard <00:37:04.610>summarizing <00:37:04.785>everything.

707
00:37:07.385 --> 00:37:08.685
<00:37:07.385>And <00:37:07.677>that's <00:37:07.970>kind <00:37:08.262>of <00:37:08.555>it.

708
00:37:08.685 --> 00:37:13.165
<00:37:08.685>And <00:37:08.840>to <00:37:08.996>summarize <00:37:09.151>this, <00:37:09.307>uh, <00:37:09.462>crazy <00:37:09.618>futuristic <00:37:09.773>story, <00:37:09.929>I <00:37:10.085>think

709
00:37:13.165 --> 00:37:17.475
<00:37:13.165>that <00:37:13.340>our <00:37:13.515>workday <00:37:13.690>in <00:37:13.865>2030, <00:37:14.040>it's <00:37:14.215>not <00:37:14.390>that <00:37:14.565>scary.

710
00:37:17.545 --> 00:37:21.715
<00:37:17.545>It's <00:37:17.700>basically, <00:37:17.856>uh, <00:37:18.011>kind <00:37:18.167>of <00:37:18.322>a <00:37:18.478>mix <00:37:18.633>of <00:37:18.789>our <00:37:18.945>creativity.

711
00:37:22.135 --> 00:37:24.595
<00:37:22.135>As <00:37:22.262>a <00:37:22.389>DevOps <00:37:22.516>engineer, <00:37:22.644>if <00:37:22.771>you <00:37:22.898>ask <00:37:23.025>me <00:37:23.153>as <00:37:23.280>a <00:37:23.407>DevOps <00:37:23.535>engineer,

712
00:37:24.595 --> 00:37:27.395
<00:37:24.595>you <00:37:24.770>need <00:37:24.944>to <00:37:25.120>be <00:37:25.294>very <00:37:25.470>creative <00:37:25.645>with <00:37:25.819>your <00:37:25.995>solutions,

713
00:37:27.975 --> 00:37:32.835
<00:37:27.975>and <00:37:28.102>it's <00:37:28.229>a <00:37:28.356>mix <00:37:28.484>of <00:37:28.611>your <00:37:28.738>creativity <00:37:28.865>with <00:37:28.993>the <00:37:29.120>power <00:37:29.247>of <00:37:29.375>AI

714
00:37:32.975 --> 00:37:34.355
<00:37:32.975>and <00:37:33.285>the <00:37:33.596>efficiency <00:37:33.906>of <00:37:34.217>ai.

715
00:37:34.655 --> 00:37:39.515
<00:37:34.655>So <00:37:34.830>I <00:37:35.005>also <00:37:35.180>gave <00:37:35.355>a <00:37:35.530>strong <00:37:35.705>emphasis <00:37:35.880>on <00:37:36.055>sustainability,

716
00:37:40.315 --> 00:37:41.355
<00:37:40.315>security, <00:37:40.783>and <00:37:41.251>monitoring.

717
00:37:41.495 --> 00:37:43.635
<00:37:41.495>So, <00:37:41.775>uh, <00:37:42.055>that's <00:37:42.335>kind <00:37:42.615>of <00:37:42.895>it.

718
00:37:43.635 --> 00:37:47.795
<00:37:43.635>The <00:37:43.762>future <00:37:43.889>of <00:37:44.016>DevOps, <00:37:44.144>as <00:37:44.271>I <00:37:44.398>said, <00:37:44.525>really <00:37:44.653>offers <00:37:44.780>a <00:37:44.907>shift <00:37:45.035>in

719
00:37:47.795 --> 00:37:49.835
<00:37:47.795>how <00:37:48.075>we <00:37:48.355>think <00:37:48.635>about <00:37:48.915>building, <00:37:49.195>deploying,

720
00:37:49.835 --> 00:37:53.035
<00:37:49.835>and <00:37:50.035>really <00:37:50.235>maintaining <00:37:50.435>our <00:37:50.635>infrastructure <00:37:50.835>and <00:37:51.035>our <00:37:51.235>software.

721
00:37:53.695 --> 00:37:56.475
<00:37:53.695>And <00:37:53.895>for <00:37:54.095>me, <00:37:54.295>it's <00:37:54.495>really, <00:37:54.695>really <00:37:54.895>super <00:37:55.095>exciting.

722
00:37:57.095 --> 00:38:02.035
<00:37:57.095>So <00:37:57.234>thank <00:37:57.375>you <00:37:57.515>all, <00:37:57.654>and <00:37:57.794>I <00:37:57.935>don't <00:37:58.075>know <00:37:58.214>how <00:37:58.355>it's <00:37:58.495>going,

723
00:38:02.095 --> 00:38:03.275
<00:38:02.095>but <00:38:02.272>if <00:38:02.449>you <00:38:02.625>have <00:38:02.803>questions, <00:38:02.980>I <00:38:03.157>would

724
00:38:03.305 --> 00:38:04.395
<00:38:03.305>love <00:38:03.632>to <00:38:03.959>answer <00:38:04.286>everything.

725
00:38:05.055 --> 00:38:07.955
<00:38:05.055>Uh, <00:38:05.194>but <00:38:05.335>if <00:38:05.475>you <00:38:05.615>want, <00:38:05.754>you <00:38:05.895>can <00:38:06.035>catch <00:38:06.174>me <00:38:06.315>on <00:38:06.455>LinkedIn,

726
00:38:08.125 --> 00:38:13.075
<00:38:08.125>maybe <00:38:08.300>schedule <00:38:08.475>a <00:38:08.650>meeting <00:38:08.825>at <00:38:09.000>our, <00:38:09.175>uh, <00:38:09.350>site <00:38:09.525>permit.io.

727
00:38:13.935 --> 00:38:14.935
<00:38:13.935>And <00:38:14.160>that's <00:38:14.384>kind <00:38:14.610>of <00:38:14.835>thing.

728
00:38:18.095 --> 00:38:20.845
<00:38:18.095>Hello <00:38:18.250>again, <00:38:18.406>us <00:38:18.561>Thank <00:38:18.717>you <00:38:18.872>so <00:38:19.028>much <00:38:19.183>for <00:38:19.339>the <00:38:19.495>talk

729
00:38:21.425 --> 00:38:24.365
<00:38:21.425>and <00:38:21.625>giving <00:38:21.825>us <00:38:22.025>an <00:38:22.225>outlook <00:38:22.425>on <00:38:22.625>the <00:38:22.825>future.

730
00:38:25.635 --> 00:38:27.805
<00:38:25.635>Yeah. <00:38:26.101>So, <00:38:26.568>um, <00:38:27.035>yeah,

731
00:38:27.825 --> 00:38:30.205
<00:38:27.825>we <00:38:28.024>got <00:38:28.225>some <00:38:28.424>questions <00:38:28.625>submitted <00:38:28.825>by <00:38:29.024>the <00:38:29.225>audience.

732
00:38:30.645 --> 00:38:33.125
<00:38:30.645>I <00:38:30.878>think <00:38:31.111>you <00:38:31.345>already <00:38:31.578>tackled <00:38:31.811>maybe <00:38:32.045>some

733
00:38:33.125 --> 00:38:34.725
<00:38:33.125>of <00:38:33.405>them <00:38:33.685>later <00:38:33.965>in <00:38:34.245>your <00:38:34.525>talk,

734
00:38:35.065 --> 00:38:36.925
<00:38:35.065>but <00:38:35.345>nevertheless, <00:38:35.625>I <00:38:35.905>would <00:38:36.185>say, <00:38:36.465>um,

735
00:38:36.925 --> 00:38:38.725
<00:38:36.925>maybe <00:38:37.158>you <00:38:37.391>have <00:38:37.625>something <00:38:37.858>more <00:38:38.091>to <00:38:38.325>add.

736
00:38:39.675 --> 00:38:41.005
<00:38:39.675>I'll <00:38:39.914>just <00:38:40.153>read <00:38:40.393>them <00:38:40.632>to <00:38:40.872>you.

737
00:38:41.505 --> 00:38:43.525
<00:38:41.505>So, <00:38:41.680>um, <00:38:41.855>I <00:38:42.030>mean, <00:38:42.205>the <00:38:42.380>first <00:38:42.555>one <00:38:42.730>is <00:38:42.905>pretty

738
00:38:43.805 --> 00:38:45.045
<00:38:43.805>straightforward, <00:38:44.363>great <00:38:44.921>session.

739
00:38:46.145 --> 00:38:47.885
<00:38:46.145>Is <00:38:46.425>it <00:38:46.705>possible, <00:38:46.985>uh, <00:38:47.265>for <00:38:47.545>you

740
00:38:47.885 --> 00:38:49.645
<00:38:47.885>to <00:38:48.165>share <00:38:48.445>your <00:38:48.725>presentation <00:38:49.005>with <00:38:49.285>us?

741
00:38:50.345 --> 00:38:52.685
<00:38:50.345>Of <00:38:50.694>course, <00:38:51.044>slides? <00:38:51.395>Yeah. <00:38:51.745>Um,

742
00:38:53.885 --> 00:38:54.885
<00:38:53.885>I <00:38:54.110>just <00:38:54.335>need <00:38:54.560>your <00:38:54.785>help

743
00:38:54.885 --> 00:38:58.325
<00:38:54.885>because <00:38:55.025>I <00:38:55.165>don't <00:38:55.305>know, <00:38:55.445>uh, <00:38:55.585>how <00:38:55.725>to <00:38:55.865>do <00:38:56.005>it, <00:38:56.145>but <00:38:56.285>yeah,

744
00:38:58.395 --> 00:38:59.395
<00:38:58.395>Sure. <00:38:58.620>Um, <00:38:58.845>if <00:38:59.070>you <00:38:59.295>want

745
00:38:59.395 --> 00:39:02.085
<00:38:59.395>to, <00:38:59.550>you <00:38:59.706>can <00:38:59.861>share <00:39:00.017>them <00:39:00.172>with <00:39:00.328>us <00:39:00.483>via <00:39:00.639>mail <00:39:00.795>or,

746
00:39:02.265 --> 00:39:04.885
<00:39:02.265>or <00:39:02.404>something <00:39:02.545>else, <00:39:02.685>and <00:39:02.825>we <00:39:02.964>can <00:39:03.105>include <00:39:03.245>them <00:39:03.384>in <00:39:03.525>our <00:39:03.665>recap.

747
00:39:04.905 --> 00:39:07.845
<00:39:04.905>We <00:39:05.032>are <00:39:05.159>sending <00:39:05.286>out <00:39:05.414>the <00:39:05.541>recap <00:39:05.668>on <00:39:05.795>Friday <00:39:05.923>to <00:39:06.050>all <00:39:06.177>the <00:39:06.305>attendees,

748
00:39:08.465 --> 00:39:11.645
<00:39:08.465>and <00:39:08.640>I <00:39:08.815>think <00:39:08.990>that's <00:39:09.165>the, <00:39:09.340>that's <00:39:09.515>the <00:39:09.690>easiest <00:39:09.865>way.

749
00:39:12.205 --> 00:39:14.685
<00:39:12.205>I <00:39:12.345>would <00:39:12.485>love <00:39:12.625>To. <00:39:12.765>Alright, <00:39:12.904>then <00:39:13.045>let's <00:39:13.185>do <00:39:13.325>it <00:39:13.465>this <00:39:13.605>way.

750
00:39:14.915 --> 00:39:16.405
<00:39:14.915>Perfect. <00:39:15.362>Thank <00:39:15.809>you, <00:39:16.256>Russ.

751
00:39:16.465 --> 00:39:18.565
<00:39:16.465>And <00:39:16.665>we'd <00:39:16.865>go <00:39:17.065>on <00:39:17.265>to <00:39:17.465>the <00:39:17.665>next <00:39:17.865>question.

752
00:39:19.025 --> 00:39:23.085
<00:39:19.025>Is <00:39:19.200>AI <00:39:19.375>used <00:39:19.550>for <00:39:19.725>things <00:39:19.900>like <00:39:20.075>anomaly <00:39:20.250>detection, <00:39:20.425>like

753
00:39:23.725 --> 00:39:26.365
<00:39:23.725>reducing <00:39:23.958>force <00:39:24.191>positives <00:39:24.424>and <00:39:24.658>stuff <00:39:24.891>like <00:39:25.125>that?

754
00:39:27.195 --> 00:39:31.005
<00:39:27.195>Yeah. <00:39:27.350>Um, <00:39:27.506>so <00:39:27.661>I <00:39:27.817>will <00:39:27.972>give <00:39:28.128>my <00:39:28.283>experience <00:39:28.439>with <00:39:28.595>this.

755
00:39:31.405 --> 00:39:34.165
<00:39:31.405>I <00:39:31.545>also <00:39:31.685>talked <00:39:31.825>about <00:39:31.965>it. <00:39:32.105>Uh, <00:39:32.245>the <00:39:32.385>answer <00:39:32.525>is <00:39:32.665>basically <00:39:32.805>yes,

756
00:39:34.395 --> 00:39:38.725
<00:39:34.395>obviously, <00:39:34.595>and <00:39:34.795>we <00:39:34.995>are <00:39:35.195>using, <00:39:35.395>here <00:39:35.595>at <00:39:35.795>Perio,

757
00:39:38.745 --> 00:39:40.005
<00:39:38.745>we <00:39:39.123>are <00:39:39.501>using <00:39:39.879>Datadog.

758
00:39:40.385 --> 00:39:45.155
<00:39:40.385>So <00:39:40.540>we <00:39:40.696>have, <00:39:40.851>um, <00:39:41.007>we <00:39:41.162>have <00:39:41.318>alerts <00:39:41.473>that <00:39:41.629>basically, <00:39:41.785>uh,

759
00:39:45.215 --> 00:39:48.155
<00:39:45.215>are <00:39:45.565>set <00:39:45.915>to <00:39:46.265>detect <00:39:46.615>anomalies.

760
00:39:48.295 --> 00:39:53.155
<00:39:48.295>So <00:39:48.435>for <00:39:48.575>example, <00:39:48.715>we <00:39:48.855>have <00:39:48.995>an <00:39:49.135>alert <00:39:49.275>that, <00:39:49.415>uh, <00:39:49.555>check, <00:39:49.695>uh,

761
00:39:53.495 --> 00:39:56.915
<00:39:53.495>how <00:39:53.845>many <00:39:54.194>500, <00:39:54.545>uh, <00:39:54.895>responses

762
00:39:57.495 --> 00:39:58.515
<00:39:57.495>we <00:39:57.724>have <00:39:57.953>in <00:39:58.183>our <00:39:58.413>system.

763
00:39:59.015 --> 00:40:01.275
<00:39:59.015>So <00:39:59.295>for <00:39:59.575>example, <00:39:59.855>500, <00:40:00.134>uh, <00:40:00.415>just

764
00:40:01.275 --> 00:40:03.155
<00:40:01.275>to <00:40:01.508>make <00:40:01.741>it <00:40:01.975>clear, <00:40:02.208>it's <00:40:02.441>really <00:40:02.675>bad.

765
00:40:03.175 --> 00:40:05.955
<00:40:03.175>It <00:40:03.350>means <00:40:03.525>that <00:40:03.700>your <00:40:03.875>service <00:40:04.050>is <00:40:04.225>not, <00:40:04.400>uh, <00:40:04.575>uh,

766
00:40:06.165 --> 00:40:07.355
<00:40:06.165>responding <00:40:07.236>correctly.

767
00:40:07.355 --> 00:40:09.235
<00:40:07.355>Something <00:40:07.821>is <00:40:08.288>broken, <00:40:08.755>uh,

768
00:40:09.305 --> 00:40:11.075
<00:40:09.305>from <00:40:09.585>the <00:40:09.865>infrastructure <00:40:10.145>to <00:40:10.424>your <00:40:10.705>code.

769
00:40:11.145 --> 00:40:12.395
<00:40:11.145>Something <00:40:11.520>is <00:40:11.895>broken <00:40:12.270>there.

770
00:40:12.535 --> 00:40:15.195
<00:40:12.535>So <00:40:12.734>we <00:40:12.935>really <00:40:13.134>want <00:40:13.335>to <00:40:13.535>understand <00:40:13.734>what's <00:40:13.935>happening.

771
00:40:15.735 --> 00:40:18.515
<00:40:15.735>And <00:40:15.935>obviously <00:40:16.135>if <00:40:16.335>we <00:40:16.535>have <00:40:16.735>one, <00:40:16.935>it's <00:40:17.135>bad,

772
00:40:19.015 --> 00:40:21.235
<00:40:19.015>but <00:40:19.295>sometimes <00:40:19.575>systems <00:40:19.855>are <00:40:20.134>not <00:40:20.415>perfect.

773
00:40:21.425 --> 00:40:25.595
<00:40:21.425>Sometimes, <00:40:21.658>uh, <00:40:21.891>you <00:40:22.125>have <00:40:22.358>these, <00:40:22.591>uh, <00:40:22.825>500

774
00:40:25.855 --> 00:40:29.075
<00:40:25.855>and <00:40:26.030>it's <00:40:26.205>okay, <00:40:26.380>but <00:40:26.555>when <00:40:26.730>it <00:40:26.905>gets <00:40:27.080>much <00:40:27.255>more

775
00:40:29.085 --> 00:40:30.715
<00:40:29.085>walls, <00:40:29.435>you <00:40:29.785>need <00:40:30.135>to <00:40:30.485>understand.

776
00:40:31.055 --> 00:40:33.475
<00:40:31.055>So <00:40:31.288>you <00:40:31.521>can't <00:40:31.754>really <00:40:31.988>choose <00:40:32.221>a <00:40:32.455>number.

777
00:40:33.785 --> 00:40:36.395
<00:40:33.785>Like <00:40:33.960>if <00:40:34.134>it's <00:40:34.310>more <00:40:34.484>than <00:40:34.660>10, <00:40:34.835>then <00:40:35.009>alert <00:40:35.185>me.

778
00:40:36.575 --> 00:40:39.115
<00:40:36.575>You <00:40:36.808>want <00:40:37.041>to <00:40:37.274>understand <00:40:37.508>compared <00:40:37.741>to <00:40:37.975>previous

779
00:40:39.255 --> 00:40:43.695
<00:40:39.255>or <00:40:39.455>forecasted <00:40:39.655>data, <00:40:39.855>uh, <00:40:40.055>you <00:40:40.255>need <00:40:40.455>to <00:40:40.655>understand

780
00:40:44.725 --> 00:40:46.335
<00:40:44.725>then <00:40:45.191>when <00:40:45.658>to <00:40:46.125>alert.

781
00:40:46.515 --> 00:40:48.535
<00:40:46.515>So <00:40:46.981>Datadog <00:40:47.448>gives, <00:40:47.915>uh,

782
00:40:48.775 --> 00:40:51.575
<00:40:48.775>a <00:40:49.008>nice <00:40:49.241>anomaly <00:40:49.475>detection <00:40:49.708>using <00:40:49.941>their <00:40:50.175>models

783
00:40:51.795 --> 00:40:54.175
<00:40:51.795>and <00:40:52.075>machine <00:40:52.355>learning <00:40:52.635>to <00:40:52.915>really <00:40:53.195>kind

784
00:40:54.175 --> 00:40:56.015
<00:40:54.175>of <00:40:54.525>create <00:40:54.875>an <00:40:55.225>smart <00:40:55.575>alerts.

785
00:40:58.775 --> 00:41:00.675
<00:40:58.775>All <00:40:58.930>right. <00:40:59.086>Thank <00:40:59.241>you <00:40:59.397>so <00:40:59.552>much <00:40:59.708>for <00:40:59.863>the <00:41:00.019>answer <00:41:00.175>us.

786
00:41:01.295 --> 00:41:02.355
<00:41:01.295>We <00:41:01.613>get <00:41:01.931>another <00:41:02.249>question.

787
00:41:03.775 --> 00:41:07.435
<00:41:03.775>Is <00:41:03.975>the <00:41:04.175>broad <00:41:04.375>industry <00:41:04.575>already <00:41:04.775>accepting <00:41:04.975>the <00:41:05.175>adoption

788
00:41:07.435 --> 00:41:09.955
<00:41:07.435>of <00:41:07.715>AI <00:41:07.995>driven <00:41:08.275>solutions <00:41:08.555>in <00:41:08.835>DevOps?

789
00:41:10.375 --> 00:41:13.315
<00:41:10.375>If <00:41:10.550>so, <00:41:10.725>what <00:41:10.900>factors <00:41:11.075>do <00:41:11.250>you <00:41:11.425>think <00:41:11.600>are <00:41:11.775>pushing

790
00:41:13.345 --> 00:41:14.675
<00:41:13.345>them <00:41:13.743>in <00:41:14.143>this <00:41:14.542>direction?

791
00:41:15.855 --> 00:41:16.915
<00:41:15.855>That's <00:41:16.173>a <00:41:16.491>great <00:41:16.809>question.

792
00:41:17.295 --> 00:41:21.675
<00:41:17.295>Um, <00:41:17.435>first <00:41:17.575>of <00:41:17.715>all, <00:41:17.855>I <00:41:17.995>think, <00:41:18.135>yes, <00:41:18.275>I <00:41:18.415>think <00:41:18.555>that <00:41:18.695>in,

793
00:41:22.495 --> 00:41:25.515
<00:41:22.495>in <00:41:22.670>the <00:41:22.845>last <00:41:23.020>10 <00:41:23.194>years, <00:41:23.370>I <00:41:23.545>think <00:41:23.720>the <00:41:23.895>people

794
00:41:25.515 --> 00:41:28.915
<00:41:25.515>that <00:41:25.714>are <00:41:25.915>getting <00:41:26.115>the <00:41:26.315>decisions <00:41:26.515>in <00:41:26.714>the <00:41:26.915>companies,

795
00:41:28.935 --> 00:41:30.115
<00:41:28.935>if <00:41:29.112>you <00:41:29.288>ask <00:41:29.466>me <00:41:29.643>in <00:41:29.819>the <00:41:29.997>r

796
00:41:30.115 --> 00:41:34.745
<00:41:30.115>and <00:41:30.395>d <00:41:30.674>organizations, <00:41:30.955>eventually <00:41:31.234>it's <00:41:31.515>the,

797
00:41:34.965 --> 00:41:38.185
<00:41:34.965>either <00:41:35.198>the <00:41:35.431>DevOps <00:41:35.665>engineer, <00:41:35.898>the <00:41:36.131>developers, <00:41:36.365>uh,

798
00:41:38.565 --> 00:41:39.945
<00:41:38.565>we <00:41:38.875>make <00:41:39.186>the <00:41:39.496>decisions, <00:41:39.807>right?

799
00:41:40.045 --> 00:41:42.745
<00:41:40.045>We <00:41:40.200>choose <00:41:40.356>what <00:41:40.511>we <00:41:40.667>want <00:41:40.822>to <00:41:40.978>use, <00:41:41.133>we <00:41:41.289>choose, <00:41:41.445>uh,

800
00:41:42.745 --> 00:41:43.985
<00:41:42.745>whether <00:41:43.024>we <00:41:43.303>want <00:41:43.582>a <00:41:43.861>tool

801
00:41:44.085 --> 00:41:45.785
<00:41:44.085>or <00:41:44.318>we <00:41:44.551>want <00:41:44.785>to <00:41:45.018>build <00:41:45.251>something <00:41:45.485>ourselves.

802
00:41:46.215 --> 00:41:48.985
<00:41:46.215>Obviously, <00:41:46.370>sometimes <00:41:46.526>we <00:41:46.681>have <00:41:46.837>this <00:41:46.992>manager <00:41:47.148>that <00:41:47.303>tells <00:41:47.459>us, <00:41:47.615>no,

803
00:41:49.445 --> 00:41:52.465
<00:41:49.445>uh, <00:41:49.572>we <00:41:49.699>don't <00:41:49.826>have <00:41:49.954>time <00:41:50.081>to <00:41:50.208>build <00:41:50.335>it <00:41:50.463>your <00:41:50.590>own, <00:41:50.717>so <00:41:50.845>please,

804
00:41:52.725 --> 00:41:53.985
<00:41:52.725>uh, <00:41:53.292>use <00:41:53.859>something.

805
00:41:54.685 --> 00:41:58.305
<00:41:54.685>And <00:41:54.918>I <00:41:55.151>think <00:41:55.384>as <00:41:55.618>the, <00:41:55.851>the <00:41:56.085>movement

806
00:41:58.325 --> 00:42:01.305
<00:41:58.325>and <00:41:58.524>the <00:41:58.725>power <00:41:58.924>of <00:41:59.125>DevOps <00:41:59.325>engineer <00:41:59.524>will <00:41:59.725>understand

807
00:42:02.485 --> 00:42:07.375
<00:42:02.485>that <00:42:02.612>AI <00:42:02.739>can <00:42:02.866>really <00:42:02.994>be, <00:42:03.121>be <00:42:03.248>beneficial <00:42:03.375>for <00:42:03.503>us, <00:42:03.630>then, <00:42:03.757>uh, <00:42:03.885>uh,

808
00:42:07.375 --> 00:42:10.175
<00:42:07.375>we <00:42:07.608>will <00:42:07.841>adopt, <00:42:08.075>uh, <00:42:08.308>AI <00:42:08.541>driven <00:42:08.775>solutions.

809
00:42:10.635 --> 00:42:13.375
<00:42:10.635>But <00:42:10.810>I <00:42:10.985>think <00:42:11.160>what <00:42:11.335>will <00:42:11.510>block <00:42:11.685>us <00:42:11.860>from <00:42:12.035>doing

810
00:42:13.435 --> 00:42:15.015
<00:42:13.435>so <00:42:13.901>is <00:42:14.368>the <00:42:14.835>regulations.

811
00:42:15.595 --> 00:42:19.935
<00:42:15.595>So <00:42:15.750>things <00:42:15.906>like <00:42:16.061>compliance <00:42:16.217>and, <00:42:16.372>uh, <00:42:16.528>let's <00:42:16.683>say <00:42:16.839>SOC <00:42:16.995>two

812
00:42:20.115 --> 00:42:23.295
<00:42:20.115>and <00:42:20.314>maybe, <00:42:20.515>uh, <00:42:20.714>kind <00:42:20.915>of, <00:42:21.115>uh, <00:42:21.314>ease <00:42:21.515>o

813
00:42:23.295 --> 00:42:27.855
<00:42:23.295>and <00:42:23.450>hipaa, <00:42:23.606>uh, <00:42:23.761>certificates, <00:42:23.917>uh, <00:42:24.072>will <00:42:24.228>block <00:42:24.383>us <00:42:24.539>from <00:42:24.695>continue

814
00:42:27.955 --> 00:42:32.735
<00:42:27.955>to <00:42:28.110>wherever <00:42:28.266>we <00:42:28.421>want <00:42:28.577>because <00:42:28.732>as <00:42:28.888>I <00:42:29.043>said, <00:42:29.199>um, <00:42:29.355>security

815
00:42:33.035 --> 00:42:36.135
<00:42:33.035>and <00:42:33.268>compliance <00:42:33.501>around <00:42:33.734>this, <00:42:33.968>it's <00:42:34.201>very <00:42:34.435>sensitive.

816
00:42:36.315 --> 00:42:39.935
<00:42:36.315>We <00:42:36.455>need <00:42:36.595>to <00:42:36.735>understand <00:42:36.875>how <00:42:37.015>we <00:42:37.155>not, <00:42:37.295>uh, <00:42:37.435>leak <00:42:37.575>our, <00:42:37.715>uh,

817
00:42:40.005 --> 00:42:42.815
<00:42:40.005>company's, <00:42:40.355>uh, <00:42:40.705>intellectual <00:42:41.055>property <00:42:41.405>accidentally.

818
00:42:43.155 --> 00:42:44.295
<00:42:43.155>So <00:42:43.326>we <00:42:43.497>need <00:42:43.668>to <00:42:43.839>do <00:42:44.010>it <00:42:44.181>smart,

819
00:42:44.635 --> 00:42:46.375
<00:42:44.635>and <00:42:44.915>I <00:42:45.195>think <00:42:45.475>it'll <00:42:45.755>happen <00:42:46.035>eventually.

820
00:42:47.155 --> 00:42:49.295
<00:42:47.155>Mm-hmm, <00:42:48.555>yes.

821
00:42:49.355 --> 00:42:52.295
<00:42:49.355>But <00:42:49.530>I <00:42:49.705>mean, <00:42:49.880>yeah, <00:42:50.055>this <00:42:50.230>regulations <00:42:50.405>only <00:42:50.580>less <00:42:50.755>very

822
00:42:52.295 --> 00:42:53.455
<00:42:52.295>important, <00:42:52.817>I <00:42:53.339>think.

823
00:42:53.455 --> 00:42:56.655
<00:42:53.455>Yeah. <00:42:53.688>So <00:42:53.921>it's <00:42:54.154>also <00:42:54.388>AI <00:42:54.621>is <00:42:54.855>abused,

824
00:42:57.915 --> 00:42:59.615
<00:42:57.915>but <00:42:58.195>yeah, <00:42:58.475>thanks <00:42:58.755>for <00:42:59.035>that <00:42:59.315>answer.

825
00:42:59.895 --> 00:43:02.935
<00:42:59.895>S <00:43:00.022>um, <00:43:00.149>the <00:43:00.276>next <00:43:00.404>question, <00:43:00.531>yeah, <00:43:00.658>you <00:43:00.785>already <00:43:00.913>tackled <00:43:01.040>it <00:43:01.167>a <00:43:01.295>bit,

826
00:43:03.115 --> 00:43:05.615
<00:43:03.115>um, <00:43:03.464>during, <00:43:03.814>uh, <00:43:04.165>last <00:43:04.515>answer.

827
00:43:06.435 --> 00:43:08.695
<00:43:06.435>Um, <00:43:06.634>in <00:43:06.835>your <00:43:07.035>opinion, <00:43:07.235>what <00:43:07.435>are <00:43:07.634>the <00:43:07.835>challenges

828
00:43:08.715 --> 00:43:11.375
<00:43:08.715>or <00:43:08.915>roadblocks <00:43:09.115>that <00:43:09.315>might <00:43:09.515>hinder <00:43:09.715>the <00:43:09.915>bigger <00:43:10.115>adoption

829
00:43:11.395 --> 00:43:13.055
<00:43:11.395>of <00:43:11.861>AI <00:43:12.328>in <00:43:12.795>DevOps?

830
00:43:13.265 --> 00:43:16.015
<00:43:13.265>Maybe <00:43:13.464>you <00:43:13.665>have <00:43:13.865>something <00:43:14.065>else <00:43:14.265>to <00:43:14.464>add. <00:43:14.665>Yeah,

831
00:43:16.325 --> 00:43:17.325
<00:43:16.325>Yeah. <00:43:17.225>So

832
00:43:17.325 --> 00:43:18.235
<00:43:17.325>you <00:43:17.734>are <00:43:18.144>right.

833
00:43:18.355 --> 00:43:22.155
<00:43:18.355>I <00:43:18.530>answered <00:43:18.705>about <00:43:18.880>the, <00:43:19.055>uh, <00:43:19.230>security <00:43:19.405>and <00:43:19.580>compliance <00:43:19.755>side.

834
00:43:22.775 --> 00:43:25.755
<00:43:22.775>And <00:43:22.950>if <00:43:23.125>we <00:43:23.300>deep <00:43:23.475>down <00:43:23.650>the <00:43:23.825>security, <00:43:24.000>I <00:43:24.175>think,

835
00:43:26.215 --> 00:43:28.755
<00:43:26.215>and <00:43:26.415>also <00:43:26.615>it's <00:43:26.815>something <00:43:27.015>that <00:43:27.215>permit <00:43:27.415>is <00:43:27.615>going

836
00:43:28.755 --> 00:43:31.235
<00:43:28.755>to <00:43:28.930>take <00:43:29.105>care <00:43:29.280>about, <00:43:29.455>uh, <00:43:29.630>in <00:43:29.805>the <00:43:29.980>next <00:43:30.155>future.

837
00:43:31.975 --> 00:43:35.635
<00:43:31.975>So <00:43:32.208>permit <00:43:32.441>is <00:43:32.674>taking, <00:43:32.908>uh, <00:43:33.141>a <00:43:33.375>lot

838
00:43:35.635 --> 00:43:39.475
<00:43:35.635>of <00:43:35.810>action <00:43:35.985>in <00:43:36.160>the <00:43:36.335>identity <00:43:36.510>access <00:43:36.685>control, <00:43:36.860>uh, <00:43:37.035>world.

839
00:43:39.975 --> 00:43:43.795
<00:43:39.975>And <00:43:40.091>if <00:43:40.208>you <00:43:40.325>think <00:43:40.441>about <00:43:40.558>it, <00:43:40.674>we <00:43:40.791>will <00:43:40.908>have <00:43:41.025>tons <00:43:41.141>of <00:43:41.258>AI <00:43:41.375>agents

840
00:43:44.055 --> 00:43:45.395
<00:43:44.055>around <00:43:44.658>our <00:43:45.261>infrastructure,

841
00:43:46.215 --> 00:43:51.035
<00:43:46.215>and <00:43:46.390>they <00:43:46.565>will <00:43:46.740>eventually <00:43:46.915>have, <00:43:47.090>uh, <00:43:47.265>access <00:43:47.440>to <00:43:47.615>things,

842
00:43:51.035 --> 00:43:52.435
<00:43:51.035>right, <00:43:51.455>access <00:43:51.875>to <00:43:52.295>services,

843
00:43:53.175 --> 00:43:54.315
<00:43:53.175>and <00:43:53.431>we <00:43:53.688>need <00:43:53.944>to <00:43:54.201>understand

844
00:43:54.315 --> 00:43:57.355
<00:43:54.315>how <00:43:54.455>we <00:43:54.595>can <00:43:54.735>give <00:43:54.875>the <00:43:55.015>right <00:43:55.155>permissions <00:43:55.295>to <00:43:55.435>the <00:43:55.575>right <00:43:55.715>agents.

845
00:43:57.655 --> 00:44:01.355
<00:43:57.655>So <00:43:57.855>I <00:43:58.055>think, <00:43:58.255>um, <00:43:58.455>the <00:43:58.655>roadblocks <00:43:58.855>or <00:43:59.055>challenges

846
00:44:01.455 --> 00:44:05.915
<00:44:01.455>or <00:44:01.630>maybe <00:44:01.805>the <00:44:01.980>solutions, <00:44:02.154>uh, <00:44:02.330>will <00:44:02.505>be <00:44:02.680>better <00:44:02.855>agents,

847
00:44:06.435 --> 00:44:08.595
<00:44:06.435>identity <00:44:06.715>management <00:44:06.995>or <00:44:07.275>stuff <00:44:07.555>like <00:44:07.835>this.

848
00:44:09.935 --> 00:44:13.025
<00:44:09.935>Mm-Hmm. <00:44:10.168>Thanks <00:44:10.401>for <00:44:10.634>that <00:44:10.868>answers <00:44:11.101>for <00:44:11.335>us.

849
00:44:13.755 --> 00:44:15.585
<00:44:13.755>Let's <00:44:13.988>go <00:44:14.221>on <00:44:14.455>to <00:44:14.688>the <00:44:14.921>next <00:44:15.155>question.

850
00:44:15.885 --> 00:44:17.385
<00:44:15.885>Do <00:44:16.155>you <00:44:16.425>have <00:44:16.695>some <00:44:16.965>practical <00:44:17.235>tips

851
00:44:17.445 --> 00:44:20.665
<00:44:17.445>or <00:44:17.678>best, <00:44:17.911>best <00:44:18.145>practices <00:44:18.378>for <00:44:18.611>organizations <00:44:18.845>looking

852
00:44:20.765 --> 00:44:23.665
<00:44:20.765>to <00:44:20.998>integrate <00:44:21.231>AI <00:44:21.464>into <00:44:21.698>the <00:44:21.931>DevOps <00:44:22.165>workflows?

853
00:44:24.935 --> 00:44:27.915
<00:44:24.935>Um, <00:44:25.110>so <00:44:25.285>I <00:44:25.460>kind <00:44:25.634>of <00:44:25.810>gave <00:44:25.985>it <00:44:26.160>in <00:44:26.335>the,

854
00:44:28.295 --> 00:44:30.235
<00:44:28.295>in <00:44:28.575>the <00:44:28.855>slides, <00:44:29.135>in <00:44:29.415>the <00:44:29.695>talk.

855
00:44:30.775 --> 00:44:35.705
<00:44:30.775>Uh, <00:44:30.902>I <00:44:31.029>can, <00:44:31.156>I <00:44:31.284>can <00:44:31.411>just <00:44:31.538>suggest <00:44:31.665>really <00:44:31.793>to <00:44:31.920>do <00:44:32.047>it <00:44:32.175>slow,

856
00:44:36.045 --> 00:44:38.505
<00:44:36.045>do <00:44:36.395>it <00:44:36.745>really, <00:44:37.095>really <00:44:37.445>carefully.

857
00:44:38.525 --> 00:44:41.185
<00:44:38.525>Mm-Hmm. <00:44:38.700>Um, <00:44:38.875>and <00:44:39.050>if <00:44:39.225>you <00:44:39.400>have, <00:44:39.575>I <00:44:39.750>don't <00:44:39.925>know,

858
00:44:41.185 --> 00:44:43.145
<00:44:41.185>more <00:44:41.465>questions, <00:44:41.745>it's, <00:44:42.025>it's <00:44:42.305>for <00:44:42.585>all.

859
00:44:43.145 --> 00:44:45.185
<00:44:43.145>Yeah. <00:44:43.320>If <00:44:43.495>you <00:44:43.670>have <00:44:43.845>more <00:44:44.020>answers, <00:44:44.195>just <00:44:44.370>you <00:44:44.545>can,

860
00:44:45.365 --> 00:44:46.585
<00:44:45.365>uh, <00:44:45.639>ask <00:44:45.913>me <00:44:46.188>on <00:44:46.463>LinkedIn.

861
00:44:46.605 --> 00:44:47.705
<00:44:46.605>You <00:44:46.852>can <00:44:47.100>talk <00:44:47.347>about <00:44:47.595>everything.

862
00:44:48.475 --> 00:44:51.885
<00:44:48.475>Yeah, <00:44:48.708>let's <00:44:48.941>start <00:44:49.174>the <00:44:49.408>mega <00:44:49.641>thread. <00:44:49.875>Yeah.

863
00:44:52.395 --> 00:44:56.205
<00:44:52.395>With, <00:44:52.550>with <00:44:52.706>everything. <00:44:52.861>All <00:44:53.017>right. <00:44:53.172>Thank <00:44:53.328>you. <00:44:53.483>S <00:44:53.639>next <00:44:53.795>one.

864
00:44:56.465 --> 00:44:59.005
<00:44:56.465>Are <00:44:56.640>there <00:44:56.815>any <00:44:56.990>tools <00:44:57.165>or <00:44:57.340>platforms <00:44:57.515>you <00:44:57.690>would <00:44:57.865>recommend

865
00:44:59.005 --> 00:45:02.005
<00:44:59.005>for <00:44:59.238>implementing <00:44:59.471>AI <00:44:59.705>driven <00:44:59.938>solutions <00:45:00.171>to <00:45:00.405>DevOps?

866
00:45:03.185 --> 00:45:06.165
<00:45:03.185>So <00:45:03.340>it's <00:45:03.496>really <00:45:03.651>depends <00:45:03.807>on <00:45:03.962>which <00:45:04.118>topic <00:45:04.273>we <00:45:04.429>are <00:45:04.585>talking

867
00:45:06.165 --> 00:45:08.325
<00:45:06.165>about, <00:45:06.445>because <00:45:06.725>again, <00:45:07.005>the <00:45:07.285>DevOps, <00:45:07.565>uh,

868
00:45:08.785 --> 00:45:11.685
<00:45:08.785>and <00:45:08.984>the <00:45:09.185>software <00:45:09.384>lifecycle <00:45:09.585>is <00:45:09.785>really, <00:45:09.984>it's <00:45:10.185>enormous.

869
00:45:11.905 --> 00:45:15.405
<00:45:11.905>You <00:45:12.060>have <00:45:12.216>many <00:45:12.371>things <00:45:12.527>to <00:45:12.682>tackle, <00:45:12.838>uh, <00:45:12.993>starting <00:45:13.149>for <00:45:13.305>planning,

870
00:45:15.775 --> 00:45:17.965
<00:45:15.775>going <00:45:16.125>to <00:45:16.475>CICD <00:45:16.825>infra <00:45:17.175>code.

871
00:45:18.425 --> 00:45:20.205
<00:45:18.425>Uh, <00:45:18.775>so <00:45:19.125>I <00:45:19.475>think, <00:45:19.825>um,

872
00:45:21.395 --> 00:45:23.405
<00:45:21.395>it's <00:45:21.595>really <00:45:21.795>depends <00:45:21.995>on <00:45:22.195>where <00:45:22.395>you're <00:45:22.595>going <00:45:22.795>to.

873
00:45:24.145 --> 00:45:28.045
<00:45:24.145>Um, <00:45:24.320>but <00:45:24.495>yeah, <00:45:24.670>the <00:45:24.845>tools <00:45:25.020>that <00:45:25.195>I <00:45:25.370>mentioned <00:45:25.545>are,

874
00:45:28.225 --> 00:45:29.765
<00:45:28.225>are <00:45:28.917>quite <00:45:29.611>nice.

875
00:45:30.105 --> 00:45:33.765
<00:45:30.105>But <00:45:30.260>obviously <00:45:30.416>every <00:45:30.571>day <00:45:30.727>there <00:45:30.882>are <00:45:31.038>many, <00:45:31.193>many <00:45:31.349>more <00:45:31.505>tools

876
00:45:33.765 --> 00:45:36.365
<00:45:33.765>that <00:45:33.998>are <00:45:34.231>just, <00:45:34.464>you <00:45:34.698>know, <00:45:34.931>getting <00:45:35.165>published.

877
00:45:38.795 --> 00:45:43.335
<00:45:38.795>All <00:45:38.995>right. <00:45:39.195>Thank <00:45:39.395>you. <00:45:39.595>Next <00:45:39.795>one. <00:45:39.995>Interesting <00:45:40.195>topic.

878
00:45:43.995 --> 00:45:48.655
<00:45:43.995>In <00:45:44.122>what <00:45:44.249>ways <00:45:44.376>does <00:45:44.504>AI <00:45:44.631>create <00:45:44.758>a <00:45:44.885>whole <00:45:45.013>new <00:45:45.140>field <00:45:45.267>in <00:45:45.395>DevOps?

879
00:45:48.655 --> 00:45:51.695
<00:45:48.655>What <00:45:48.888>opportunities <00:45:49.121>does <00:45:49.355>it <00:45:49.588>unlock <00:45:49.821>for <00:45:50.055>organizations?

880
00:45:54.115 --> 00:45:57.135
<00:45:54.115>So <00:45:54.314>I <00:45:54.515>think, <00:45:54.714>first <00:45:54.915>of <00:45:55.115>all, <00:45:55.314>thank <00:45:55.515>you.

881
00:45:57.355 --> 00:45:59.335
<00:45:57.355>Um, <00:45:57.821>I <00:45:58.288>think <00:45:58.755>that

882
00:46:00.745 --> 00:46:04.075
<00:46:00.745>mops <00:46:00.944>machine <00:46:01.145>learning <00:46:01.345>operations, <00:46:01.545>it's <00:46:01.745>already <00:46:01.944>a <00:46:02.145>thing.

883
00:46:04.895 --> 00:46:08.235
<00:46:04.895>And <00:46:05.070>it's <00:46:05.245>not <00:46:05.420>that <00:46:05.595>it's <00:46:05.770>only <00:46:05.945>already <00:46:06.120>a <00:46:06.295>thing,

884
00:46:08.235 --> 00:46:09.595
<00:46:08.235>it'll <00:46:08.541>get <00:46:08.846>much <00:46:09.153>more <00:46:09.459>attention.

885
00:46:10.215 --> 00:46:14.295
<00:46:10.215>So <00:46:10.448>I <00:46:10.681>think, <00:46:10.915>um, <00:46:11.148>train <00:46:11.381>and <00:46:11.615>inferring

886
00:46:14.435 --> 00:46:17.415
<00:46:14.435>and <00:46:14.634>all <00:46:14.835>of <00:46:15.035>these <00:46:15.235>concepts <00:46:15.435>in <00:46:15.634>machine <00:46:15.835>learning,

887
00:46:17.895 --> 00:46:19.455
<00:46:17.895>I <00:46:18.128>think <00:46:18.361>it'll <00:46:18.595>get <00:46:18.828>much <00:46:19.061>more, <00:46:19.295>um,

888
00:46:20.635 --> 00:46:22.365
<00:46:20.635>much <00:46:20.985>more <00:46:21.335>traction <00:46:21.685>and <00:46:22.035>attention.

889
00:46:22.825 --> 00:46:25.485
<00:46:22.825>So <00:46:23.000>this <00:46:23.174>new <00:46:23.350>field <00:46:23.524>will <00:46:23.700>get <00:46:23.875>much <00:46:24.049>more <00:46:24.225>bigger.

890
00:46:26.345 --> 00:46:31.245
<00:46:26.345>Um, <00:46:26.544>the <00:46:26.745>opportunities <00:46:26.944>I <00:46:27.145>think <00:46:27.345>will <00:46:27.544>basically, <00:46:27.745>uh,

891
00:46:32.855 --> 00:46:37.605
<00:46:32.855>it'll <00:46:33.030>give <00:46:33.205>us <00:46:33.380>the <00:46:33.555>development <00:46:33.730>teams <00:46:33.905>and <00:46:34.080>the <00:46:34.255>r

892
00:46:37.605 --> 00:46:41.365
<00:46:37.605>and <00:46:37.760>d <00:46:37.916>teams, <00:46:38.071>the, <00:46:38.227>uh, <00:46:38.382>opportunity <00:46:38.538>to <00:46:38.693>really <00:46:38.849>take <00:46:39.005>care

893
00:46:41.365 --> 00:46:42.685
<00:46:41.365>of <00:46:41.761>much <00:46:42.156>higher <00:46:42.553>things.

894
00:46:43.025 --> 00:46:46.365
<00:46:43.025>So <00:46:43.152>today <00:46:43.279>we <00:46:43.406>are <00:46:43.534>taking <00:46:43.661>care <00:46:43.788>of <00:46:43.915>CICD <00:46:44.043>and <00:46:44.170>stuff <00:46:44.297>like <00:46:44.425>this.

895
00:46:46.715 --> 00:46:49.485
<00:46:46.715>This <00:46:46.870>should <00:46:47.026>be, <00:46:47.181>in <00:46:47.337>my <00:46:47.492>mind, <00:46:47.648>this <00:46:47.803>should <00:46:47.959>be <00:46:48.115>basic.

896
00:46:49.755 --> 00:46:51.005
<00:46:49.755>This <00:46:50.036>should <00:46:50.317>be <00:46:50.598>a <00:46:50.880>fundamental

897
00:46:51.075 --> 00:46:53.165
<00:46:51.075>that <00:46:51.250>we <00:46:51.424>don't <00:46:51.600>even <00:46:51.774>need <00:46:51.950>to <00:46:52.125>take <00:46:52.299>care <00:46:52.475>about.

898
00:46:53.165 --> 00:46:55.605
<00:46:53.165>Because <00:46:53.320>if <00:46:53.476>you <00:46:53.631>think <00:46:53.787>about <00:46:53.942>it, <00:46:54.098>CICD <00:46:54.253>is <00:46:54.409>kind <00:46:54.565>of,

899
00:46:56.505 --> 00:46:59.285
<00:46:56.505>in <00:46:56.705>many <00:46:56.905>places <00:46:57.105>the <00:46:57.305>fundamentals <00:46:57.505>are <00:46:57.705>the <00:46:57.905>same,

900
00:46:59.625 --> 00:47:01.405
<00:46:59.625>so <00:46:59.780>we <00:46:59.936>won't <00:47:00.091>have <00:47:00.247>to <00:47:00.402>write <00:47:00.558>it <00:47:00.713>again <00:47:00.869>and <00:47:01.025>again.

901
00:47:02.065 --> 00:47:03.085
<00:47:02.065>And <00:47:02.248>I <00:47:02.432>think <00:47:02.615>we <00:47:02.799>will <00:47:02.983>have

902
00:47:03.285 --> 00:47:05.645
<00:47:03.285>to <00:47:03.484>take <00:47:03.685>care <00:47:03.884>about <00:47:04.085>much <00:47:04.285>more <00:47:04.484>complex <00:47:04.685>things,

903
00:47:06.015 --> 00:47:07.805
<00:47:06.015>stuff <00:47:06.481>like, <00:47:06.948>uh, <00:47:07.415>security.

904
00:47:08.025 --> 00:47:10.485
<00:47:08.025>So <00:47:08.258>I <00:47:08.491>think <00:47:08.725>security, <00:47:08.958>uh, <00:47:09.191>will <00:47:09.425>get

905
00:47:11.205 --> 00:47:13.365
<00:47:11.205>a <00:47:11.380>much <00:47:11.555>more <00:47:11.730>attention <00:47:11.904>in <00:47:12.080>the <00:47:12.255>next <00:47:12.430>few <00:47:12.605>years.

906
00:47:15.725 --> 00:47:19.555
<00:47:15.725>Thank <00:47:16.075>you. <00:47:16.424>Um, <00:47:16.775>yeah, <00:47:17.125>we,

907
00:47:19.695 --> 00:47:21.995
<00:47:19.695>we <00:47:19.895>talked <00:47:20.095>about <00:47:20.295>it <00:47:20.495>in <00:47:20.695>an <00:47:20.895>earlier <00:47:21.095>question,

908
00:47:22.055 --> 00:47:24.475
<00:47:22.055>but, <00:47:22.254>uh, <00:47:22.455>just <00:47:22.654>to, <00:47:22.855>um, <00:47:23.055>be <00:47:23.254>more <00:47:23.455>precise,

909
00:47:24.615 --> 00:47:28.595
<00:47:24.615>how <00:47:24.814>does <00:47:25.015>AI <00:47:25.214>driven <00:47:25.415>anomaly <00:47:25.615>detection <00:47:25.814>ensure <00:47:26.015>scalability

910
00:47:28.815 --> 00:47:31.005
<00:47:28.815>and <00:47:29.165>automation <00:47:29.515>in <00:47:29.865>complex <00:47:30.215>systems?

911
00:47:31.865 --> 00:47:33.125
<00:47:31.865>The <00:47:32.243>follow <00:47:32.621>up <00:47:32.999>question?

912
00:47:33.825 --> 00:47:37.745
<00:47:33.825>Mm-Hmm. <00:47:34.058>How <00:47:34.291>does <00:47:34.524>AI <00:47:34.758>driven <00:47:34.991>anomaly <00:47:35.225>detection

913
00:47:37.745 --> 00:47:38.825
<00:47:37.745>ensure <00:47:38.716>scalability?

914
00:47:39.245 --> 00:47:43.945
<00:47:39.245>Mm. <00:47:39.444>So <00:47:39.645>the <00:47:39.845>obvious, <00:47:40.045>uh, <00:47:40.245>answer <00:47:40.444>for <00:47:40.645>this,

915
00:47:43.945 --> 00:47:47.265
<00:47:43.945>like <00:47:44.178>I <00:47:44.411>answered <00:47:44.645>before, <00:47:44.878>is, <00:47:45.111>uh, <00:47:45.345>that

916
00:47:48.545 --> 00:47:52.155
<00:47:48.545>anomaly <00:47:48.700>detection <00:47:48.856>can <00:47:49.011>be <00:47:49.167>used <00:47:49.322>in <00:47:49.478>the <00:47:49.633>dot, <00:47:49.789>in <00:47:49.945>the,

917
00:47:52.415 --> 00:47:55.395
<00:47:52.415>in <00:47:52.765>the <00:47:53.115>observability, <00:47:53.465>uh, <00:47:53.815>side.

918
00:47:55.775 --> 00:47:59.875
<00:47:55.775>So <00:47:55.950>you <00:47:56.125>can <00:47:56.300>observe <00:47:56.475>your, <00:47:56.650>uh, <00:47:56.825>infrastructure <00:47:57.000>much <00:47:57.175>better,

919
00:47:59.905 --> 00:48:03.075
<00:47:59.905>your <00:48:00.080>code, <00:48:00.255>uh, <00:48:00.430>or <00:48:00.605>your <00:48:00.780>CICD <00:48:00.955>doesn't <00:48:01.130>really <00:48:01.305>matter.

920
00:48:03.535 --> 00:48:07.635
<00:48:03.535>Uh, <00:48:03.734>but <00:48:03.935>I <00:48:04.134>think, <00:48:04.335>think <00:48:04.535>about <00:48:04.734>when, <00:48:04.935>uh,

921
00:48:09.445 --> 00:48:14.035
<00:48:09.445>let's <00:48:09.620>say <00:48:09.795>auto-scaling <00:48:09.970>in <00:48:10.145>Kubernetes <00:48:10.320>will <00:48:10.495>not <00:48:10.670>only, <00:48:10.845>uh,

922
00:48:14.445 --> 00:48:19.395
<00:48:14.445>learn <00:48:14.561>if <00:48:14.678>it <00:48:14.795>needs <00:48:14.911>to, <00:48:15.028>uh, <00:48:15.145>if <00:48:15.261>it <00:48:15.378>needs <00:48:15.495>to, <00:48:15.611>uh, <00:48:15.728>scale <00:48:15.845>out,

923
00:48:19.815 --> 00:48:22.955
<00:48:19.815>uh, <00:48:19.970>based <00:48:20.126>on <00:48:20.281>metrics, <00:48:20.437>it'll <00:48:20.592>also <00:48:20.748>understand <00:48:20.903>if <00:48:21.059>it <00:48:21.215>needs

924
00:48:22.955 --> 00:48:25.835
<00:48:22.955>to <00:48:23.188>scale <00:48:23.421>out <00:48:23.654>based <00:48:23.888>on, <00:48:24.121>uh, <00:48:24.355>anomalies.

925
00:48:26.055 --> 00:48:27.915
<00:48:26.055>So <00:48:26.335>think <00:48:26.615>about <00:48:26.895>you <00:48:27.174>get <00:48:27.455>tons

926
00:48:27.915 --> 00:48:29.875
<00:48:27.915>of <00:48:28.195>new <00:48:28.475>requests <00:48:28.755>into <00:48:29.035>your <00:48:29.315>backend,

927
00:48:30.615 --> 00:48:33.315
<00:48:30.615>and <00:48:30.848>let's <00:48:31.081>say <00:48:31.314>it <00:48:31.548>happens <00:48:31.781>every <00:48:32.015>Tuesday,

928
00:48:33.695 --> 00:48:37.275
<00:48:33.695>or <00:48:33.850>it <00:48:34.006>happens <00:48:34.161>every, <00:48:34.317>uh, <00:48:34.472>every <00:48:34.628>week <00:48:34.783>or <00:48:34.939>every <00:48:35.095>month,

929
00:48:37.615 --> 00:48:39.595
<00:48:37.615>or <00:48:37.770>let's <00:48:37.926>say <00:48:38.081>at <00:48:38.237>the <00:48:38.392>end <00:48:38.548>of <00:48:38.703>the <00:48:38.859>year, <00:48:39.015>right?

930
00:48:39.655 --> 00:48:42.835
<00:48:39.655>We <00:48:39.888>have, <00:48:40.121>uh, <00:48:40.355>tons <00:48:40.588>of <00:48:40.821>new, <00:48:41.055>uh,

931
00:48:42.935 --> 00:48:44.715
<00:48:42.935>new <00:48:43.168>years <00:48:43.401>sales <00:48:43.634>and <00:48:43.868>stuff <00:48:44.101>like <00:48:44.335>this.

932
00:48:45.135 --> 00:48:49.995
<00:48:45.135>So <00:48:45.310>maybe <00:48:45.485>in <00:48:45.660>these <00:48:45.835>phases <00:48:46.010>are <00:48:46.185>anomaly <00:48:46.360>detected, <00:48:46.535>uh,

933
00:48:50.185 --> 00:48:52.675
<00:48:50.185>kind <00:48:50.384>of <00:48:50.585>autoscaler <00:48:50.785>will <00:48:50.985>understand <00:48:51.185>that <00:48:51.384>you <00:48:51.585>would,

934
00:48:52.725 --> 00:48:54.755
<00:48:52.725>it'll <00:48:52.958>need <00:48:53.191>to <00:48:53.424>autoscale <00:48:53.658>or <00:48:53.891>Kubernetes <00:48:54.125>spots.

935
00:48:55.295 --> 00:48:57.675
<00:48:55.295>So <00:48:55.450>stuff <00:48:55.606>like <00:48:55.761>this, <00:48:55.917>you <00:48:56.072>know, <00:48:56.228>not <00:48:56.383>only <00:48:56.539>metric <00:48:56.695>based,

936
00:48:57.735 --> 00:49:01.875
<00:48:57.735>but <00:48:57.935>only <00:48:58.135>also <00:48:58.335>anomaly <00:48:58.535>detection, <00:48:58.735>uh, <00:48:58.935>based <00:48:59.135>autoscaling.

937
00:49:02.155 --> 00:49:04.475
<00:49:02.155>I <00:49:02.282>think <00:49:02.409>this <00:49:02.536>is <00:49:02.664>a <00:49:02.791>nice, <00:49:02.918>uh, <00:49:03.045>way <00:49:03.173>to <00:49:03.300>look <00:49:03.427>at <00:49:03.555>it.

938
00:49:06.685 --> 00:49:09.955
<00:49:06.685>Thank <00:49:07.151>you. <00:49:07.618>Next <00:49:08.085>question.

939
00:49:10.425 --> 00:49:14.075
<00:49:10.425>What <00:49:10.600>are <00:49:10.775>some <00:49:10.950>KPIs <00:49:11.125>used <00:49:11.300>to <00:49:11.475>measure <00:49:11.650>the <00:49:11.825>effectiveness

940
00:49:14.135 --> 00:49:16.435
<00:49:14.135>of <00:49:14.415>AI <00:49:14.695>integration <00:49:14.975>in <00:49:15.255>DevOps <00:49:15.535>practices?

941
00:49:17.025 --> 00:49:20.425
<00:49:17.025>Yeah, <00:49:17.258>that's <00:49:17.491>a <00:49:17.725>great, <00:49:17.958>great, <00:49:18.191>uh, <00:49:18.425>question,

942
00:49:20.725 --> 00:49:23.545
<00:49:20.725>and <00:49:20.865>I <00:49:21.005>think <00:49:21.145>I <00:49:21.285>covered <00:49:21.424>some <00:49:21.565>of <00:49:21.705>it <00:49:21.845>in <00:49:21.985>the <00:49:22.125>pitfall.

943
00:49:23.645 --> 00:49:25.755
<00:49:23.645>So <00:49:24.111>as <00:49:24.578>I <00:49:25.045>said,

944
00:49:26.685 --> 00:49:30.395
<00:49:26.685>don't <00:49:26.860>rely <00:49:27.035>too <00:49:27.210>much <00:49:27.384>on <00:49:27.560>tools, <00:49:27.735>automation, <00:49:27.910>and <00:49:28.085>ai.

945
00:49:30.835 --> 00:49:33.195
<00:49:30.835>'cause <00:49:31.185>sometimes <00:49:31.535>it <00:49:31.885>can <00:49:32.235>unfortunately

946
00:49:33.785 --> 00:49:36.755
<00:49:33.785>make <00:49:34.065>much <00:49:34.345>more <00:49:34.625>complex, <00:49:34.904>uh, <00:49:35.185>maintenance.

947
00:49:37.455 --> 00:49:42.175
<00:49:37.455>Um, <00:49:37.654>you <00:49:37.855>can <00:49:38.055>also <00:49:38.255>need <00:49:38.455>to <00:49:38.654>think, <00:49:38.855>um,

948
00:49:43.745 --> 00:49:47.575
<00:49:43.745>about <00:49:43.920>your <00:49:44.095>resources, <00:49:44.270>about <00:49:44.444>your <00:49:44.620>engineers <00:49:44.795>in <00:49:44.970>your <00:49:45.145>team.

949
00:49:48.215 --> 00:49:50.575
<00:49:48.215>'cause <00:49:48.415>maybe <00:49:48.615>your <00:49:48.815>engineers <00:49:49.015>are <00:49:49.215>not <00:49:49.415>skilled <00:49:49.615>enough

950
00:49:50.595 --> 00:49:54.135
<00:49:50.595>and <00:49:50.722>it's <00:49:50.849>okay <00:49:50.976>because <00:49:51.104>it's <00:49:51.231>a <00:49:51.358>new, <00:49:51.485>uh, <00:49:51.613>topic, <00:49:51.740>the <00:49:51.867>ai, <00:49:51.995>right?

951
00:49:54.435 --> 00:49:56.975
<00:49:54.435>So <00:49:54.610>maybe <00:49:54.785>they're <00:49:54.960>not <00:49:55.134>skilled <00:49:55.310>enough <00:49:55.485>to <00:49:55.660>really <00:49:55.835>maintain

952
00:49:57.525 --> 00:49:59.855
<00:49:57.525>huge <00:49:57.875>workloads <00:49:58.225>using <00:49:58.575>AI <00:49:58.925>tools.

953
00:50:00.235 --> 00:50:02.935
<00:50:00.235>So <00:50:00.410>you <00:50:00.585>need <00:50:00.760>to <00:50:00.935>understand <00:50:01.110>whether <00:50:01.285>it'll <00:50:01.460>be <00:50:01.635>effective

954
00:50:03.075 --> 00:50:05.895
<00:50:03.075>or <00:50:03.308>maybe <00:50:03.541>it'll <00:50:03.774>make <00:50:04.008>everything <00:50:04.241>much <00:50:04.475>worse.

955
00:50:06.595 --> 00:50:09.175
<00:50:06.595>Um, <00:50:06.750>how <00:50:06.906>to <00:50:07.061>really <00:50:07.217>measure <00:50:07.372>it. <00:50:07.528>It's <00:50:07.683>a <00:50:07.839>good <00:50:07.995>question.

956
00:50:09.905 --> 00:50:11.695
<00:50:09.905>Maybe <00:50:10.255>we <00:50:10.605>can <00:50:10.955>develop <00:50:11.305>something.

957
00:50:14.785 --> 00:50:18.835
<00:50:14.785>Yeah. <00:50:14.924>It's, <00:50:15.065>it's <00:50:15.205>up <00:50:15.345>to <00:50:15.484>us <00:50:15.625>to <00:50:15.765>find <00:50:15.904>an <00:50:16.045>answer. <00:50:16.185>Yeah.

958
00:50:19.745 --> 00:50:23.715
<00:50:19.745>Yeah. <00:50:19.978>Alright, <00:50:20.211>thank <00:50:20.444>you. <00:50:20.678>S <00:50:20.911>next <00:50:21.145>question.

959
00:50:23.935 --> 00:50:25.195
<00:50:23.935>We <00:50:24.124>already <00:50:24.313>talked <00:50:24.502>a <00:50:24.691>bit <00:50:24.880>about <00:50:25.069>it,

960
00:50:25.255 --> 00:50:27.605
<00:50:25.255>but <00:50:25.488>do <00:50:25.721>you <00:50:25.955>have <00:50:26.188>any <00:50:26.421>security <00:50:26.655>concerns

961
00:50:27.605 --> 00:50:29.565
<00:50:27.605>regarding <00:50:28.071>AI <00:50:28.538>in <00:50:29.005>DevOps?

962
00:50:29.955 --> 00:50:34.085
<00:50:29.955>Yeah, <00:50:30.235>so <00:50:30.515>obviously, <00:50:30.795>uh, <00:50:31.075>the <00:50:31.355>quickest

963
00:50:34.145 --> 00:50:36.805
<00:50:34.145>and <00:50:34.495>uh, <00:50:34.845>like <00:50:35.195>my <00:50:35.545>answer

964
00:50:36.905 --> 00:50:39.565
<00:50:36.905>for <00:50:37.138>this <00:50:37.371>is <00:50:37.605>really <00:50:37.838>the <00:50:38.071>identity <00:50:38.305>management,

965
00:50:39.565 --> 00:50:42.485
<00:50:39.565>the <00:50:39.765>access <00:50:39.965>control <00:50:40.165>management, <00:50:40.365>uh, <00:50:40.565>all <00:50:40.765>around <00:50:40.965>ai.

966
00:50:43.205 --> 00:50:45.365
<00:50:43.205>I <00:50:43.380>will <00:50:43.555>not, <00:50:43.730>uh, <00:50:43.904>dig <00:50:44.080>into <00:50:44.255>it <00:50:44.430>too <00:50:44.605>much

967
00:50:45.525 --> 00:50:48.085
<00:50:45.525>because <00:50:45.680>I <00:50:45.836>already <00:50:45.991>talked <00:50:46.147>about <00:50:46.302>it, <00:50:46.458>but <00:50:46.613>think <00:50:46.769>about <00:50:46.925>it.

968
00:50:48.085 --> 00:50:50.205
<00:50:48.085>You <00:50:48.285>have <00:50:48.485>AI <00:50:48.685>agents, <00:50:48.885>you <00:50:49.085>have <00:50:49.285>AI <00:50:49.485>tools,

969
00:50:50.235 --> 00:50:51.605
<00:50:50.235>they <00:50:50.481>have <00:50:50.728>a <00:50:50.974>lot <00:50:51.221>of <00:50:51.468>capabilities.

970
00:50:51.945 --> 00:50:54.005
<00:50:51.945>You <00:50:52.145>need <00:50:52.345>to <00:50:52.545>understand <00:50:52.745>what <00:50:52.945>they <00:50:53.145>can <00:50:53.345>do

971
00:50:54.025 --> 00:50:55.165
<00:50:54.025>and <00:50:54.281>what <00:50:54.538>they <00:50:54.794>can't <00:50:55.051>do.

972
00:50:55.625 --> 00:50:57.285
<00:50:55.625>So <00:50:55.905>this <00:50:56.185>is <00:50:56.465>really, <00:50:56.745>really <00:50:57.025>important

973
00:50:57.865 --> 00:51:00.365
<00:50:57.865>and <00:50:58.064>we <00:50:58.265>are <00:50:58.464>heading <00:50:58.665>into <00:50:58.865>it <00:50:59.064>really <00:50:59.265>soon.

974
00:51:02.995 --> 00:51:05.525
<00:51:02.995>Alright, <00:51:03.345>thanks. <00:51:03.694>Uh, <00:51:04.045>next <00:51:04.395>question.

975
00:51:05.675 --> 00:51:08.765
<00:51:05.675>Yeah, <00:51:05.850>I <00:51:06.025>mean, <00:51:06.200>basically <00:51:06.375>your <00:51:06.550>talk <00:51:06.725>was <00:51:06.900>about <00:51:07.075>that,

976
00:51:08.865 --> 00:51:11.605
<00:51:08.865>but <00:51:08.992>what <00:51:09.119>do <00:51:09.246>you <00:51:09.374>think <00:51:09.501>will <00:51:09.628>be <00:51:09.755>some <00:51:09.883>new <00:51:10.010>trends <00:51:10.137>in <00:51:10.265>the

977
00:51:11.605 --> 00:51:14.605
<00:51:11.605>intersection <00:51:11.780>of <00:51:11.955>AI <00:51:12.130>and <00:51:12.305>DevOps <00:51:12.480>in <00:51:12.655>the <00:51:12.830>coming <00:51:13.005>years?

978
00:51:14.815 --> 00:51:17.165
<00:51:14.815>Maybe <00:51:15.015>if <00:51:15.215>you <00:51:15.415>have <00:51:15.615>some, <00:51:15.815>some <00:51:16.015>more <00:51:16.215>examples.

979
00:51:17.915 --> 00:51:20.025
<00:51:17.915>Yeah. <00:51:19.315>Hmm.

980
00:51:22.255 --> 00:51:24.615
<00:51:22.255>I <00:51:22.430>think <00:51:22.605>the <00:51:22.780>intersection, <00:51:22.955>if <00:51:23.130>you <00:51:23.305>talk <00:51:23.480>about <00:51:23.655>really

981
00:51:24.615 --> 00:51:27.095
<00:51:24.615>intersection, <00:51:24.895>the <00:51:25.174>intersection <00:51:25.455>is <00:51:25.734>basically <00:51:26.015>lops

982
00:51:27.245 --> 00:51:32.015
<00:51:27.245>because <00:51:27.478>it's <00:51:27.711>kind <00:51:27.944>of <00:51:28.178>getting <00:51:28.411>the, <00:51:28.645>uh,

983
00:51:32.275 --> 00:51:35.575
<00:51:32.275>really <00:51:32.508>the <00:51:32.741>modern <00:51:32.975>but <00:51:33.208>old <00:51:33.441>fashioned <00:51:33.675>DevOps.

984
00:51:35.965 --> 00:51:37.895
<00:51:35.965>It's <00:51:36.245>kind <00:51:36.525>of, <00:51:36.805>uh, <00:51:37.085>tricky, <00:51:37.365>uh,

985
00:51:37.955 --> 00:51:40.655
<00:51:37.955>old <00:51:38.154>fashioned <00:51:38.355>DevOps <00:51:38.555>into <00:51:38.755>the <00:51:38.955>machine <00:51:39.154>learning <00:51:39.355>world.

986
00:51:41.235 --> 00:51:43.015
<00:51:41.235>So <00:51:41.701>think <00:51:42.168>about <00:51:42.635>that.

987
00:51:43.015 --> 00:51:44.455
<00:51:43.015>You <00:51:43.339>will <00:51:43.663>use <00:51:43.987>AI <00:51:44.310>to

988
00:51:45.075 --> 00:51:47.615
<00:51:45.075>get <00:51:45.308>your <00:51:45.541>ML <00:51:45.774>ops <00:51:46.008>infrastructure <00:51:46.241>much <00:51:46.475>better.

989
00:51:48.665 --> 00:51:49.835
<00:51:48.665>It's, <00:51:49.191>it's <00:51:49.718>confusing,

990
00:51:49.855 --> 00:51:53.595
<00:51:49.855>but <00:51:50.010>I <00:51:50.166>think <00:51:50.321>the <00:51:50.477>intersection <00:51:50.632>there <00:51:50.788>will <00:51:50.943>be <00:51:51.099>much, <00:51:51.255>uh,

991
00:51:53.855 --> 00:51:54.995
<00:51:53.855>really, <00:51:54.368>really <00:51:54.881>interesting.

992
00:51:56.265 --> 00:51:57.325
<00:51:56.265>Um, <00:51:56.741>that's <00:51:57.219>it.

993
00:51:59.905 --> 00:52:01.765
<00:51:59.905>All <00:52:00.105>right. <00:52:00.305>And <00:52:00.505>we <00:52:00.705>have <00:52:00.905>one <00:52:01.105>more <00:52:01.305>question.

994
00:52:02.545 --> 00:52:06.285
<00:52:02.545>How <00:52:02.685>do <00:52:02.825>you <00:52:02.965>think <00:52:03.105>AI <00:52:03.245>driven <00:52:03.385>DevOps <00:52:03.525>will <00:52:03.665>evolve <00:52:03.805>in <00:52:03.945>response

995
00:52:06.285 --> 00:52:09.645
<00:52:06.285>to <00:52:06.484>emerging <00:52:06.685>technologies <00:52:06.884>such <00:52:07.085>as <00:52:07.285>edge <00:52:07.484>computing, <00:52:07.685>iot

996
00:52:09.645 --> 00:52:10.845
<00:52:09.645>and <00:52:10.185>quantum <00:52:10.725>computing?

997
00:52:11.715 --> 00:52:16.445
<00:52:11.715>Yeah, <00:52:11.870>so <00:52:12.026>this <00:52:12.181>is <00:52:12.337>really <00:52:12.492>an <00:52:12.648>open <00:52:12.803>question <00:52:12.959>for <00:52:13.115>everyone.

998
00:52:17.185 --> 00:52:19.935
<00:52:17.185>Um, <00:52:17.651>it's <00:52:18.118>super <00:52:18.585>interesting.

999
00:52:20.315 --> 00:52:23.895
<00:52:20.315>Uh, <00:52:20.490>I <00:52:20.665>think <00:52:20.840>that <00:52:21.015>in <00:52:21.190>terms <00:52:21.365>of <00:52:21.540>iot, <00:52:21.715>um,

1000
00:52:24.825 --> 00:52:28.535
<00:52:24.825>we'll <00:52:24.980>have <00:52:25.136>so <00:52:25.291>many, <00:52:25.447>let's <00:52:25.602>say <00:52:25.758>like <00:52:25.913>we <00:52:26.069>have <00:52:26.225>today.

1001
00:52:28.565 --> 00:52:32.735
<00:52:28.565>Okay? <00:52:28.720>So <00:52:28.876>we <00:52:29.031>have <00:52:29.187>even <00:52:29.342>air <00:52:29.498>conditioners <00:52:29.653>that <00:52:29.809>are <00:52:29.965>connected

1002
00:52:32.735 --> 00:52:35.295
<00:52:32.735>to <00:52:32.890>the <00:52:33.046>network <00:52:33.201>cars <00:52:33.357>that <00:52:33.512>are <00:52:33.668>connected <00:52:33.823>to <00:52:33.979>the <00:52:34.135>network,

1003
00:52:35.755 --> 00:52:38.055
<00:52:35.755>and <00:52:35.955>we <00:52:36.155>will <00:52:36.355>have <00:52:36.555>to <00:52:36.755>somehow <00:52:36.955>control <00:52:37.155>them.

1004
00:52:38.795 --> 00:52:42.015
<00:52:38.795>And <00:52:39.028>this <00:52:39.261>will <00:52:39.495>get <00:52:39.728>done <00:52:39.961>by <00:52:40.195>someone,

1005
00:52:42.795 --> 00:52:45.615
<00:52:42.795>and <00:52:42.935>this <00:52:43.075>someone <00:52:43.215>will <00:52:43.355>be <00:52:43.495>an <00:52:43.635>kind <00:52:43.775>of <00:52:43.915>an <00:52:44.055>AI <00:52:44.195>agent

1006
00:52:45.645 --> 00:52:48.095
<00:52:45.645>that <00:52:45.845>will <00:52:46.045>basically <00:52:46.245>control <00:52:46.445>all <00:52:46.645>of <00:52:46.845>these <00:52:47.045>devices.

1007
00:52:48.915 --> 00:52:53.695
<00:52:48.915>Um, <00:52:49.055>it's, <00:52:49.195>it's, <00:52:49.335>uh, <00:52:49.475>I <00:52:49.615>think <00:52:49.755>that's <00:52:49.895>the <00:52:50.035>next <00:52:50.175>thing <00:52:50.315>IOT

1008
00:52:54.225 --> 00:52:55.895
<00:52:54.225>integrated <00:52:54.924>into <00:52:55.625>AI

1009
00:52:57.075 --> 00:53:00.095
<00:52:57.075>to <00:52:57.308>really <00:52:57.541>maintain <00:52:57.774>the <00:52:58.008>infrastructure <00:52:58.241>of <00:52:58.475>iot.

1010
00:53:00.275 --> 00:53:03.615
<00:53:00.275>That's <00:53:00.555>an <00:53:00.835>extremely <00:53:01.115>interesting <00:53:01.395>topic. <00:53:01.675>Yeah.

1011
00:53:05.785 --> 00:53:09.485
<00:53:05.785>All <00:53:05.924>right. <00:53:06.065>RAs, <00:53:06.205>and, <00:53:06.345>uh, <00:53:06.484>maybe <00:53:06.625>as <00:53:06.765>a <00:53:06.904>closer <00:53:07.045>question, <00:53:07.185>um,

1012
00:53:09.625 --> 00:53:12.925
<00:53:09.625>to <00:53:09.780>you, <00:53:09.936>like <00:53:10.091>personally <00:53:10.247>you <00:53:10.402>gave <00:53:10.558>us <00:53:10.713>like <00:53:10.869>a <00:53:11.025>broader

1013
00:53:13.555 --> 00:53:14.725
<00:53:13.555>outlook <00:53:14.081>on <00:53:14.607>Yeah.

1014
00:53:14.785 --> 00:53:18.605
<00:53:14.785>What's, <00:53:14.940>what <00:53:15.096>will <00:53:15.251>development <00:53:15.407>be <00:53:15.562>like <00:53:15.718>in <00:53:15.873>2030, <00:53:16.029>um, <00:53:16.185>maybe

1015
00:53:18.625 --> 00:53:20.885
<00:53:18.625>for <00:53:18.825>yourself, <00:53:19.025>what <00:53:19.225>do <00:53:19.425>you <00:53:19.625>think <00:53:19.825>will <00:53:20.025>change

1016
00:53:20.905 --> 00:53:24.605
<00:53:20.905>for <00:53:21.045>you <00:53:21.185>in <00:53:21.325>your <00:53:21.465>field, <00:53:21.605>um, <00:53:21.745>during <00:53:21.885>the <00:53:22.025>next <00:53:22.165>few <00:53:22.305>years,

1017
00:53:24.785 --> 00:53:26.445
<00:53:24.785>or <00:53:25.134>maybe <00:53:25.484>already <00:53:25.835>has <00:53:26.185>changed?

1018
00:53:28.155 --> 00:53:29.895
<00:53:28.155>That's <00:53:28.388>a <00:53:28.621>good <00:53:28.855>question. <00:53:29.088>As <00:53:29.321>I <00:53:29.555>said

1019
00:53:29.895 --> 00:53:34.655
<00:53:29.895>before, <00:53:30.050>in <00:53:30.206>permit, <00:53:30.361>uh, <00:53:30.517>we <00:53:30.672>are <00:53:30.828>looking <00:53:30.983>into <00:53:31.139>this, <00:53:31.295>uh,

1020
00:53:35.125 --> 00:53:39.255
<00:53:35.125>opportunity <00:53:35.325>of <00:53:35.525>actually <00:53:35.725>building <00:53:35.925>access <00:53:36.125>control <00:53:36.325>for <00:53:36.525>ai.

1021
00:53:39.875 --> 00:53:44.415
<00:53:39.875>So <00:53:40.075>I <00:53:40.275>think <00:53:40.475>that <00:53:40.675>it'll <00:53:40.875>obviously <00:53:41.075>affect <00:53:41.275>me

1022
00:53:44.475 --> 00:53:47.615
<00:53:44.475>as <00:53:44.650>a <00:53:44.825>developer <00:53:45.000>and <00:53:45.174>a <00:53:45.350>DevOps <00:53:45.525>engineer <00:53:45.700>in <00:53:45.875>perio.

1023
00:53:48.075 --> 00:53:52.095
<00:53:48.075>So <00:53:48.202>we <00:53:48.329>will <00:53:48.456>start <00:53:48.584>look <00:53:48.711>at <00:53:48.838>what <00:53:48.965>we <00:53:49.093>can <00:53:49.220>do <00:53:49.347>to <00:53:49.475>actually

1024
00:53:52.645 --> 00:53:55.575
<00:53:52.645>prevent <00:53:53.345>any <00:53:54.045>misconfigurations

1025
00:53:55.715 --> 00:53:59.735
<00:53:55.715>or, <00:53:55.890>uh, <00:53:56.065>kind <00:53:56.240>of, <00:53:56.415>uh, <00:53:56.590>leverage <00:53:56.765>it <00:53:56.940>leveraged, <00:53:57.115>uh,

1026
00:53:59.795 --> 00:54:01.335
<00:53:59.795>access <00:54:00.257>for <00:54:00.719>these <00:54:01.181>agents.

1027
00:54:01.795 --> 00:54:03.215
<00:54:01.795>And <00:54:02.050>I <00:54:02.306>think <00:54:02.561>through <00:54:02.817>this <00:54:03.073>process,

1028
00:54:03.345 --> 00:54:06.015
<00:54:03.345>we'll <00:54:03.544>understand <00:54:03.745>better <00:54:03.944>also <00:54:04.145>what <00:54:04.345>are <00:54:04.544>the <00:54:04.745>risks

1029
00:54:06.075 --> 00:54:07.855
<00:54:06.075>or <00:54:06.274>what <00:54:06.475>are <00:54:06.674>the <00:54:06.875>challenges <00:54:07.075>that <00:54:07.274>we <00:54:07.475>can,

1030
00:54:08.275 --> 00:54:09.375
<00:54:08.275>uh, <00:54:08.522>that <00:54:08.770>we <00:54:09.017>should <00:54:09.265>handle.

1031
00:54:09.835 --> 00:54:12.935
<00:54:09.835>So <00:54:09.975>I <00:54:10.115>think <00:54:10.255>that's, <00:54:10.395>uh, <00:54:10.535>that's <00:54:10.675>going <00:54:10.815>to <00:54:10.955>take <00:54:11.095>my <00:54:11.235>mind

1032
00:54:13.115 --> 00:54:16.415
<00:54:13.115>for <00:54:13.314>the <00:54:13.515>next <00:54:13.714>few <00:54:13.915>years <00:54:14.115>maybe, <00:54:14.314>I <00:54:14.515>dunno.

1033
00:54:17.325 --> 00:54:19.775
<00:54:17.325>Yeah. <00:54:17.524>So <00:54:17.725>maybe <00:54:17.924>on <00:54:18.125>our <00:54:18.325>next <00:54:18.524>live <00:54:18.725>day

1034
00:54:20.315 --> 00:54:23.335
<00:54:20.315>you <00:54:20.490>can <00:54:20.665>already <00:54:20.840>share <00:54:21.015>some <00:54:21.190>more <00:54:21.365>insights <00:54:21.540>on, <00:54:21.715>on

1035
00:54:23.565 --> 00:54:26.655
<00:54:23.565>what <00:54:23.765>has <00:54:23.965>changed <00:54:24.165>for <00:54:24.365>yourself <00:54:24.565>and <00:54:24.765>your <00:54:24.965>environment.

1036
00:54:26.655 --> 00:54:29.015
<00:54:26.655>Alright <00:54:26.888>then <00:54:27.121>Russ, <00:54:27.355>thank <00:54:27.588>you <00:54:27.821>so <00:54:28.055>much

1037
00:54:29.115 --> 00:54:30.495
<00:54:29.115>for <00:54:29.425>sharing <00:54:29.736>all <00:54:30.046>these <00:54:30.357>insights,

1038
00:54:30.495 --> 00:54:33.815
<00:54:30.495>giving <00:54:30.694>us <00:54:30.895>this <00:54:31.095>outlook <00:54:31.295>on <00:54:31.495>the <00:54:31.694>AI <00:54:31.895>future.

1039
00:54:33.815 --> 00:54:35.415
<00:54:33.815>It's <00:54:34.015>a <00:54:34.215>very <00:54:34.415>cool <00:54:34.615>topic, <00:54:34.815>I <00:54:35.015>must <00:54:35.215>say.

1040
00:54:35.455 --> 00:54:36.695
<00:54:35.455>I <00:54:35.641>was <00:54:35.827>very <00:54:36.013>intrigued <00:54:36.199>in <00:54:36.385>your <00:54:36.571>talk.

1041
00:54:36.995 --> 00:54:38.615
<00:54:36.995>And <00:54:37.228>so <00:54:37.461>yeah, <00:54:37.694>as <00:54:37.928>I <00:54:38.161>already <00:54:38.395>said,

1042
00:54:38.765 --> 00:54:40.615
<00:54:38.765>hopefully <00:54:38.998>see <00:54:39.231>you <00:54:39.464>on <00:54:39.698>another <00:54:39.931>life <00:54:40.165>day.

1043
00:54:41.005 --> 00:54:42.655
<00:54:41.005>Yeah, <00:54:41.205>thank <00:54:41.405>you <00:54:41.605>man. <00:54:41.805>Have <00:54:42.005>a <00:54:42.205>good <00:54:42.405>day.

1044
00:54:43.115 --> 00:54:45.455
<00:54:43.115>Thanks <00:54:43.464>s <00:54:43.814>Bye <00:54:44.165>Everyone. <00:54:44.515>Byebye.