<!DOCTYPE html><html lang="en"><head><meta http-equiv="Content-Type" content="text/html charset=UTF-8"><meta charset="UTF-8"><meta name="viewport" content="width=device-width"><meta name="x-apple-disable-message-reformatting"><title>TLDR DevOps</title><meta name="color-scheme" content="light dark"><meta name="supported-color-schemes" content="light dark"><style type="text/css">
:root {
color-scheme: light dark; supported-color-schemes: light dark;
}
*,
*:after,
*:before {
-webkit-box-sizing: border-box; -moz-box-sizing: border-box; box-sizing: border-box;
}
* {
-ms-text-size-adjust: 100%; -webkit-text-size-adjust: 100%;
}
html,
body,
.document {
width: 100% !important; height: 100% !important; margin: 0; padding: 0;
}
body {
-webkit-font-smoothing: antialiased; -moz-osx-font-smoothing: grayscale; text-rendering: optimizeLegibility;
}
div[style*="margin: 16px 0"] {
margin: 0 !important;
}
table,
td {
mso-table-lspace: 0pt; mso-table-rspace: 0pt;
}
table {
border-spacing: 0; border-collapse: collapse; table-layout: fixed; margin: 0 auto;
}
img {
-ms-interpolation-mode: bicubic; max-width: 100%; border: 0;
}
*[x-apple-data-detectors] {
color: inherit !important; text-decoration: none !important;
}
.x-gmail-data-detectors,
.x-gmail-data-detectors *,
.aBn {
border-bottom: 0 !important; cursor: default !important;
}
.btn {
-webkit-transition: all 200ms ease; transition: all 200ms ease;
}
.btn:hover {
background-color: #f67575; border-color: #f67575;
}
* {
font-family: Arial, Helvetica, sans-serif; font-size: 18px;
}
@media screen and (max-width: 600px) {
.container {
width: 100%; margin: auto;
}
.stack {
display: block!important; width: 100%!important; max-width: 100%!important;
}
.btn {
display: block; width: 100%; text-align: center;
}
}
body,
p,
td,
tr,
.body,
table,
h1,
h2,
h3,
h4,
h5,
h6,
div,
span {
background-color: #FEFEFE !important; color: #010101 !important;
}
@media (prefers-color-scheme: dark) {
body,
p,
td,
tr,
.body,
table,
h1,
h2,
h3,
h4,
h5,
h6,
div,
span {
background-color: #27292D !important; color: #FEFEFE !important;
}
}
a {
color: inherit !important; text-decoration: underline !important;
}
</style><!--[if mso | ie]>
<style type="text/css">
a {
background-color: #FEFEFE !important; color: #010101 !important;
}
@media (prefers-color-scheme: dark) {
a {
background-color: #27292D !important; color: #FEFEFE !important;
}
}
</style>
<![endif]--></head><body class="">
<div style="display: none; max-height: 0px; overflow: hidden;">Cloudflare experienced a 6-hour outage on Feb 20 when a buggy API query in an automated cleanup task unintentionally withdrew 1,100 BYOIP prefixes โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ โ </div>
<div style="display: none; max-height: 0px; overflow: hidden;">
<br>
</div>
<table align="center" class="document"><tbody><tr><td valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" class="container" width="600"><tbody><tr class="inner-body"><td>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr class="header"><td bgcolor="" class="container">
<table width="100%"><tbody><tr><td class="container">
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" style="margin-top: 0px;" width="100%"><tbody><tr><td style="padding: 0px;">
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div style="text-align: center;">
<span style="margin-right: 0px;"><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2Fdevops%3Futm_source=tldrdevops/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/dv-6FntMdwuPSTBlNtX-vZgCW8ZQXEZo8L7N9gwh_js=445" rel="noopener noreferrer" target="_blank"><span>Sign Up</span></a>
|<span style="margin-right: 2px; margin-left: 2px;"><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=tldrdevops%26utm_medium=newsletter%26utm_campaign=advertisetopnav/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/cgxoHhKYlGGCy-NdQP0-2pnQ82E0FLw_BYTXuw4TDv8=445" rel="noopener noreferrer" target="_blank"><span>Advertise</span></a></span>|<span style="margin-left: 2px;"><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Fweb-version%3Fep=1%26lc=156bb4b0-84b7-11f0-bc2e-b90f05b5bd4b%26p=211cff04-1084-11f1-8246-b5f33a2cd4b7%26pt=campaign%26t=1771848446%26s=f5ba4bf2e781ede8c524f75150fd749a4743c2b156b3adacd1d091c8fe03f4c6/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/kmPf1ZUCDz6Ol0EtCkckjF_UUKg0tBED3E5P21gBP3E=445"><span>View Online</span></a></span>
<br>
</span></div>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="text-align: center;"><span data-darkreader-inline-color="" style="--darkreader-inline-color:#3db3ff; color: rgb(51, 175, 255) !important; font-size: 30px;">T</span><span style="font-size: 30px;"><span data-darkreader-inline-color="" style="color: rgb(232, 192, 96) !important; --darkreader-inline-color:#e8c163; font-size:30px;">L</span><span data-darkreader-inline-color="" style="color: rgb(101, 195, 173) !important; --darkreader-inline-color:#6ec7b2; font-size:30px;">D</span></span><span data-darkreader-inline-color="" style="--darkreader-inline-color:#dd6e6e; color: rgb(220, 107, 107) !important; font-size: 30px;">R</span>
<br>
</td></tr></tbody></table>
<br>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr id="together-with"><td align="center" height="20" style="vertical-align:middle !important;" valign="middle" width="100%"><strong style="vertical-align:middle !important; height: 100%;">Together With </strong>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FtEDOQJ/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/QnkrWj4j8fvmLb8AmvQneoXtfcjCpaxNYA0niizti_M=445"><img src="https://images.tldr.tech/microsoftazure.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="Microsoft Azure"></a></td></tr></tbody></table>
<table style="table-layout: fixed; width:100%;" width="100%"><tbody><tr><td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;">
<div style="text-align: center;">
<h1><strong>TLDR DevOps <span id="date">2026-02-23</span></strong></h1>
</div>
</td></tr></tbody></table>
<table style="table-layout: fixed; width:100%;" width="100%"><tbody><tr id="sponsy-copy"><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FtEDOQJ/2/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/wqP4jzQGB-5zcKdCBsUPZljAyTUkMcAXtZM8d1dFpvQ=445">
<span>
<strong>Late-night patch panics are so 2023 ๐ฅฑ (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
You've been there: code's ready to ship, everyone's excitedโthen someone spots a vulnerability. Suddenly it's an all-hands emergency and time to cancel your evening plans.<p></p><p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FtEDOQJ/3/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/ONar8jWfFHx9hH20a0osgTIjmQirYd079tMbrGML9Lw=445" rel="noopener noreferrer nofollow" target="_blank"><span>Microsoft Azure</span></a> bakes security in from the start. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FtEDOQJ/4/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/box_dr4SAuKRFN4ekoRy5XirStvs5tTMcpecQ2OKr9o=445" rel="noopener noreferrer nofollow" target="_blank"><span>Microsoft Defender for Cloud</span></a> helps keep your apps and code protected throughout the development lifecycle. Less last-minute surprises, more peace of mind.</p>
<p>Ship fast. Ship safely. Do both at the same time.</p>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FtEDOQJ/5/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/4pBpVYCgai4QeIVWAvwriIGnLMdcY2fPu1_7RTAp_fs=445" rel="noopener noreferrer nofollow" target="_blank"><span>Build with built-in security โ</span></a>
</p>
</span></span></div>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr>
<tr bgcolor=""><td class="container">
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td style="padding: 0px;">
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">๐ฑ</span></div></div>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;">
<h1><strong>News & Trends</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style="table-layout: fixed; width: 100%;" width="100%"><tbody><tr><td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fblog.cloudflare.com%2Fcloudflare-outage-february-20-2026%2F%3Futm_source=tldrdevops/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/Dj3RmSqAGG5waiKt1qhF9iTh3eg5sw2PRkiUrI29iS4=445">
<span>
<strong>Cloudflare outage on February 20, 2026 (10 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Cloudflare experienced a 6-hour outage on February 20 when a buggy API query in an automated cleanup task unintentionally withdrew 1,100 BYOIP (Bring Your Own IP) prefixesโabout 25% of all BYOIP routesโmaking customer services unreachable and causing 403 errors on the 1.1.1.1 website.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.digitalocean.com%2Fblog%2Finference-optimized-image-droplet%3Futm_source=tldrdevops/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/bpyWCtOzxOFPSWHhKp_WgKtRV_vJkmHFT-14jMnzlkQ=445">
<span>
<strong>DigitalOcean Gradientโข AI GPU Droplets Optimized for Inference: Increasing Throughput at Lower the Cost (11 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
DigitalOcean launched its Inference Optimized Image that achieved 143% higher throughput (2,000 vs. 823 tokens/second) and 75% lower costs ($1.47 vs. $5.80 per million tokens) while running Meta's Llama 3.3 70B on just 2 H100 GPUs instead of the typical 4, by combining speculative decoding, FP8 quantization, FlashAttention-3, and other optimizations into a pre-configured deployable package.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">๐</span></div>
</div>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;">
<h1><strong>Opinions & Tutorials</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style="table-layout: fixed; width: 100%;" width="100%"><tbody><tr><td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fsurfingcomplexity.blog%2F2026%2F02%2F14%2Flots-of-ai-sre-no-ai-incident-management%2F%3Futm_source=tldrdevops/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/H4YgxCaeBZovIg5IyLqUEN0rYOspiv8GfcQZYwVtKFk=445">
<span>
<strong>Lots of AI SRE, no AI incident management (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Emerging AI SRE tools from vendors like PagerDuty, Datadog, Microsoft, and startups focus on diagnosis and mitigation but overlook incident management and coordination. Effective incident response requires multiple perspectives to avoid fixation and actively maintain shared understanding, a challenge that current single-agent systems do not address.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.cncf.io%2Fblog%2F2026%2F02%2F19%2Fstate-of-cloud-native-2026-cncf-ctos-insights-and-predictions%2F%3Futm_source=tldrdevops/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/0TakMZKgiSRC_UvtujJgJ5Ifjl0_dLisPBd06V9nCoQ=445">
<span>
<strong>State of cloud native 2026: CNCF CTO's insights and predictions (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
CNCF CTO Chris Aniszczyk predicted that AI-powered systems will become top contributors by volume to many open source projects by the end of 2026, though he warned this will increase the review burden on maintainers without guaranteeing higher quality contributions. The interview also covered CNCF's growth to over 230 projects and 300,000 contributors across 190+ countries in its first decade, with Aniszczyk noting the convergence of observability and security and the extension of FinOps practices to AI workloads.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">๐งโ๐ป</span></div>
</div>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;">
<h1><strong>Resources & Tools</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table style="table-layout: fixed; width: 100%;" width="100%"><tbody><tr><td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fnewrelic.com%2Fevent%2Fnew-relic-advance-amer%3Futm_source=tldr%26utm_medium=email%26utm_campaign=%26utm_content=tldr-newsletter/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/lRZLlMGqIyjmQ-Jbw0DKtOxcGdKR_1P2V1WvfT5dqLg=445">
<span>
<strong>Discover Intelligent Observability at New Relic Advance (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
As AI accelerates deployment, the new bottleneck isn't execution, but understanding - and it's unlocked by smarter automation and deeper observability. This will be the main topic at <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fnewrelic.com%2Fevent%2Fnew-relic-advance-amer%3Futm_source=tldr%26utm_medium=email%26utm_campaign=%26utm_content=tldr-newsletter/2/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/FxUkupsoVk84V8ZKfSO78KNt044tmVpF6pc7UOeSmfs=445" rel="noopener noreferrer nofollow" target="_blank"><span>New Relic Advance</span></a>, which brings together SREs and platform engineers for technical deep dives, product roadmap reveals, and hands-on sessions. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fnewrelic.com%2Fevent%2Fnew-relic-advance-amer%3Futm_source=tldr%26utm_medium=email%26utm_campaign=%26utm_content=tldr-newsletter/3/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/r8yhuPx-FOIxryIfC2F54-jiRWiRA6L1SGw5-sh3o8g=445" rel="noopener noreferrer nofollow" target="_blank"><span>Save your spot</span></a>
</span>
</span>
</div>
</td></tr></tbody></table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgithub.com%2Fcloudflare%2Fagents%3Futm_source=tldrdevops/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/rZzAQU6AJOBdzyY0OY6WTBRlxrTtShhMSY549aB29tc=445">
<span>
<strong>Agents (GitHub Repo)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Cloudflare Agents is a new platform for building and deploying AI agents using Durable Objects that hibernate when idle and can scale to millions of instances at zero cost during inactivity. It includes built-in support for real-time communication, AI model calls, workflows, and persistent state management. Upcoming features include voice agents, web browsing, and sandboxed code execution.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgithub.com%2Fstan-smith%2FFossFLOW%3Futm_source=tldrdevops/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/XJXfmBaKHokvzOWQ1oHq-im6T9PzT8oZKXXE6iTirtM=445">
<span>
<strong>Fossflow (GitHub Repo)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
FossFLOW, an open-source progressive web app built with React, lets users create isometric infrastructure diagrams entirely in their browser with offline support and optional server storage via Docker.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">๐</span></div></div>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
</div>
</td></tr></tbody></table>
<table bgcolor="" style="table-layout: fixed; width: 100%;" width="100%"><tbody><tr><td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgithub.blog%2Fai-and-ml%2Fautomate-repository-tasks-with-github-agentic-workflows%2F%3Futm_source=tldrdevops/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/oU8CyDjmxDu5HY9QVAnEeqpXsMFSpsQy6UdkyqRAot8=445">
<span>
<strong>Automate repository tasks with GitHub Agentic Workflows (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
GitHub Agentic Workflows enable AI-driven, intent-based automation in GitHub Actions using plain Markdown, allowing teams to continuously triage issues, update documentation, improve tests, and maintain repository health at individual or enterprise scale.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.docker.com%2Fblog%2Fstate-of-agentic-ai-key-findings%2F%3Futm_source=tldrdevops/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/gjLzzdfaOhi0-2599g0rWomKGokUfgESgQlkft7y87E=445">
<span>
<strong>State of Agentic AI Report: Key Findings (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Docker's new survey of 800+ developers reveals that while 60% of organizations already have AI agents in production and 94% consider them a strategic priority, security remains the top scaling challenge (cited by 40% of respondents), followed by orchestration difficulties in multi-cloud environments and concerns about vendor lock-in affecting 76% of companies globally. The report found that 94% of organizations use containers for agent development, suggesting the industry is building toward a decade-long transformation rather than a quick "year of the agents."
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">โก</span></div></div>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;">
<h1><strong>Quick Links</strong></h1>
</div>
</div>
</td></tr></tbody></table>
<table bgcolor="" style="table-layout: fixed; width: 100%;" width="100%"><tbody><tr><td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fazure.microsoft.com%2Fen-us%2Fblog%2Fagentic-cloud-operations-a-new-way-to-run-the-cloud%2F%3Futm_source=tldrdevops/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/KQmPZVPnkZe4AhN940WIQZohV_mxGZd6SmjDHYoYVoA=445">
<span>
<strong>Agentic cloud operations: A new way to run the cloud (4 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Azure Copilot introduces agentic cloud operations, embedding coordinated AI agents across migration, deployment, observability, optimization, resiliency, and troubleshooting to translate telemetry into governed action.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Faws.amazon.com%2Fabout-aws%2Fwhats-new%2F2026%2F02%2Famazon-eks-auto-mode-enhanced-logging%2F%3Futm_source=tldrdevops/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/g6c5cRKQyCeYRa-MOECeK5beJ5TpSKYNY8tMEhVFFi8=445">
<span>
<strong>Amazon EKS Auto Mode Announces Enhanced Logging for its Managed Kubernetes Capabilities (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Amazon Elastic Kubernetes Service Auto Mode now supports Amazon CloudWatch Vended Logs as delivery sources, enabling automated logging for autoscaling, storage, load balancing, and networking components.
</span>
</span>
</div>
</td></tr></tbody></table>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fplatformengineering.org%2Fblog%2Fmetrics-that-matter-measuring-platform-success-and-maturity%3Futm_source=tldrdevops/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/MAUJ82KT0yx-thwl-YU-VPJ95q23niGPNNEL4gqVj2o=445">
<span>
<strong>Metrics that matter: Measuring platform success and maturity (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
A new industry report reveals that nearly 30% of platform engineering teams don't measure success at all, and another 24% can't determine if their metrics are improving.
</span>
</span>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td align="left" style="word-break: break-word; vertical-align: top; padding: 5px 10px;">
<p style="padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.6; font-weight: bold;">
Love TLDR? Tell your friends and get rewards!
</p>
</td></tr>
<tr><td class="container" style="padding: 0px 10px 15px;">
<div class="text-block">
Share your referral link below with friends to get free TLDR swag!
</div>
</td></tr>
<tr><td align="left" style="padding: 10px;">
<div class="text-block">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Frefer.tldr.tech%2Fb957c121%2F10/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/QCw00aCmRbsMFSHxMHJMr73-bA82SM3FdiJheVt4v9w=445" style="color: #464ba4; text-decoration: underline;">https://refer.tldr.tech/b957c121/10</a>
</div>
</td></tr>
<tr></tr>
<tr><td align="left" style="padding:5px 10px;">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fhub.sparklp.co%2Fsub_87a3a5d479ea%2F10/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/Ivq6j1sZsItUqTa57ZGDKO4uxRybDk_IX_p2LYZStRs=445" style="font-size: 16px; line-height: 1.6; padding: 10px 0; display: inline-block; text-decoration: underline;"><span style="mso-text-raise:13pt; text-decoration: underline;">Track your referrals here.</span></a>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td align="left" style="word-break: break-word; vertical-align: top; padding: 5px 10px;">
<p style="padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.6; font-weight: bold;">
Want to advertise in TLDR? ๐ฐ
</p>
<div class="text-block" style="margin-top: 10px;">
If your company is interested in reaching an audience of devops professionals and decision makers, you may want to <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=tldrdevops%26utm_medium=newsletter%26utm_campaign=advertisecta/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/CiUg2FrXpOZfM5nMU_9g-x44yun30c6zDxqHUYe8F9k=445"><strong><span>advertise with us</span></strong></a>.
</div>
<br>
<!-- New "Want to work at TLDR?" section -->
<p style="padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.6; font-weight: bold;">
Want to work at TLDR? ๐ผ
</p>
<div class="text-block" style="margin-top: 10px;">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/hnf2s2MoTI47YXkvGUSoow7KuMEP0S5yu8qPQP2Syhg=445" rel="noopener noreferrer" style="color: #0000EE; text-decoration: underline;" target="_blank"><strong>Apply here</strong></a>,
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2Fc227b917-a6a4-40ce-8950-d3e165357871/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/PrL2P-gkje9j4URgEbZfpnClPffpG5nRWq3MwDa-gkk=445" rel="noopener noreferrer" style="color: #0000EE; text-decoration: underline;" target="_blank"><strong>create your own role</strong></a> or send a friend's resume to <a href="mailto:jobs@tldr.tech" style="color: #0000EE; text-decoration: underline;">jobs@tldr.tech</a> and get $1k if we hire them! TLDR is one of <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Ffeed%2Fupdate%2Furn:li:activity:7401699691039830016%2F/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/f36pV_FkbK8NTrnxCPn2qFwC5EzJGHnmTP8klfaxZ8g=445" rel="noopener noreferrer" style="color: #0000EE; text-decoration: underline;" target="_blank"><strong>Inc.'s Best Bootstrapped businesses</strong></a> of 2025.
</div>
<br>
<div class="text-block">
If you have any comments or feedback, just respond to this email!
<br>
<br> Thanks for reading,
<br>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Fin%2Fkunaljaydesai%2F/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/8erEvfExf57LaIQeiRWx0ZUbXb6w8Ie-PgDigE0tsRM=445"><span>Kunal Desai</span></a> & <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Fin%2Fmartin-hauskrecht%2F/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/ZR0QA6TxDyIbXHWe5h4RprTt0JINuHnps8nsD8oF9qs=445"><span>Martin Hauskrecht</span></a>
<br>
<br>
</div>
<br>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 15px 15px;">
<div class="text-block" id="testing-id">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2Fdevops%2Fmanage%3Femail=silk.theater.56%2540fwdnl.com/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/o0pb_KyI9NV2KFD71V0LfFGLTyJd4GGKvF9ZSYHpOJM=445">Manage your subscriptions</a> to our other newsletters on tech, startups, and programming. Or if TLDR DevOps isn't for you, please <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Funsubscribe%3Fep=1%26l=1c5ddf10-b6dc-11ed-a12f-33c00cd07e37%26lc=156bb4b0-84b7-11f0-bc2e-b90f05b5bd4b%26p=211cff04-1084-11f1-8246-b5f33a2cd4b7%26pt=campaign%26pv=4%26spa=1771848083%26t=1771848446%26s=1f767090ecaf51ab998bb69ff61b0ac6d67d139bb1b559e6f25b6d6c8bccaa81/1/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/PfXAwH2_U_iRaSGqmg1cxkERHV-HxvgE_dFDafka8rs=445">unsubscribe</a>.
<br>
</div>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr></tbody></table>
</td></tr></tbody></table>
<img alt="" src="http://tracking.tldrnewsletter.com/CI0/0100019c8a65b316-efaa9870-a2a5-432d-b22e-e5ad8ffdffb9-000000/1E2FIkKmQ17gpmhcFVrlvTssi5GGIFNR7rEKs3oFBfA=445" style="display: none; width: 1px; height: 1px;">
</body></html>