<!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;">OpenAI and AWS expanded their partnership to bring GPT-5.5 and other OpenAI models to Amazon Bedrock, allowing enterprises to build AI applications β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β </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/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/yWXPo_F4r6GrNZAd2gBcrw7IPWBxeoNokP3ItJnLaOE=452" 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/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/NIR51LoDaSMGtUE3N6EuVZwRjlDZgWn0hO4zDiQwbAM=452" 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=9113b51c-451f-11f1-983b-37cc27b001a1%26pt=campaign%26t=1777634729%26s=dd5ca30c9473b96c031c9c664dae410ccae300a6c88018587debc05d928593a1/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/W0nxsveiq0GsDthZw6knEZKBSOvaIZT8sYXwgHvu1xw=452"><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%2Fwww.harness.io%2Fevent%2Fdeveloper-experience-summit%3Fcampaign_id=701Uw00000hZrIaIAK%26utm_source=tldr%26utm_medium=email-paid%26utm_content=may1/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/SB917KQ8xPaJyjHSz4WkuY30VWut5uF9IPsO_v85lDg=452"><img src="https://images.tldr.tech/harness.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="Harness"></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">2026-05-01</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%2Fwww.harness.io%2Fevent%2Fdeveloper-experience-summit%3Fcampaign_id=701Uw00000hZrIaIAK%26utm_source=tldr%26utm_medium=email-paid%26utm_content=may1/2/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/Oa7_9GLIxu13ZhYkf3ASErvKD0IiVXZHDe9qUqaB8P8=452">
<span>
<strong>Gene Kim + Google Cloud + Okta on DevEx (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
<strong>May 13 | Virtual | Free</strong><p></p><p>If you are rethinking developer productivity in the age of AI, this is the conversation.</p><p>At the <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.harness.io%2Fevent%2Fdeveloper-experience-summit%3Fcampaign_id=701Uw00000hZrIaIAK%26utm_source=tldr%26utm_medium=email-paid%26utm_content=may1/3/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/3-Kaq3U9UYJ13cWGAfDN5FohJRkP4wxVeVXRWvZbKno=452" rel="noopener noreferrer nofollow" target="_blank"><span><strong>Developer Experience Summit</strong></span></a>, hosted by Harness, hear from leaders at <strong>Google Cloud</strong>, <strong>Okta</strong>, <strong>and</strong> <strong>Morningstar</strong> on what is actually working in developer experience today.</p>
<p>Featuring Gene Kim, bestselling author of <em>Vibe Coding </em>and <em>DevOps Handbook.</em>
<br>
<br>Live virtual event on <strong>May 13</strong>. Recording available.</p>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.harness.io%2Fevent%2Fdeveloper-experience-summit%3Fcampaign_id=701Uw00000hZrIaIAK%26utm_source=tldr%26utm_medium=email-paid%26utm_content=may1/4/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/MlLKOHuNu5Rbft86vldFARg3Dc92V1gqHIIzXbrngzY=452" rel="noopener noreferrer nofollow" target="_blank"><span><strong>Register Now</strong></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;">π±</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%2Flinks.tldrnewsletter.com%2FHtIq30/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/bv93HTHcPgnvRuu7hbyFHgOInP9Uvgjx3nz_I2MVuYg=452">
<span>
<strong>OpenAI models, Codex, and Managed Agents come to AWS (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
OpenAI and AWS expanded their partnership to bring GPT-5.5 and other OpenAI models to Amazon Bedrock, allowing enterprises to build AI applications within their existing AWS infrastructure and security protocols. The collaboration also introduces Codex (OpenAI's coding tool used by 4 million weekly users) on Bedrock and launches Amazon Bedrock Managed Agents powered by OpenAI for deploying multi-step workflow agents in production environments.
</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%2Fblog.cloudflare.com%2Fagents-stripe-projects%2F%3Futm_source=tldrdevops/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/Yi6OErhyVdZiHKfLDnoWvuuK0uKiHlgUk69B_PM1Xv8=452">
<span>
<strong>Agents can now create Cloudflare accounts, buy domains, and deploy (7 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Cloudflare launched a new protocol co-designed with Stripe that lets AI coding agents automatically provision Cloudflare accounts, purchase domains, set up paid subscriptions, and deploy production applications on behalf of users without requiring manual setup steps like entering credit cards or copying API tokens. The protocol, part of Stripe Projects' launch, includes built-in safeguards like a $100 monthly spending limit per provider and uses Stripe as an identity provider to attest user identity while keeping payment details hidden from agents.
</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%2Fkubernetes.io%2Fblog%2F2026%2F04%2F28%2Fkubernetes-v1-36-staleness-mitigation-for-controllers%2F%3Futm_source=tldrdevops/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/hRo7sG6xSMy-YGQpitNWCK9mg-d-cwzYmQuGjI_nfhc=452">
<span>
<strong>Kubernetes v1.36: Staleness Mitigation and Observability for Controllers (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Kubernetes v1.36 introduced new features to combat "staleness" in controllersβwhen outdated local caches cause controllers to take incorrect actions or miss updatesβby adding atomic FIFO processing to client-go and implementing staleness checks in four high-contention controllers (ReplicaSet, DaemonSet, Job, and StatefulSet) that now verify cache resource versions before acting. The update also includes new metrics like `stale_sync_skips_total` to monitor when controllers skip syncs due to stale data, with all features enabled by default and controllable via feature gates.
</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;">π</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%2Fspacelift.io%2Fblog%2Fterraform-audit%3Futm_source=tldrdevops/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/ekiHwc_Ulxrbsh6VZJkhCr_W3UVgXtyZU6M000TNQQg=452">
<span>
<strong>Terraform Audit Guide: Monitoring, Logging & Compliance (12 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
A Terraform audit evaluates infrastructure code, state, runs, and backend to ensure security and compliance, using tools like Checkov, Trivy, and OPA with best practices such as continuous auditing, state protection, version control, and policy enforcement.
</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%2Fincident.io%2Fblog%2Fwhat-does-using-ai-for-post-mortems-actually-mean%3Futm_source=tldrdevops/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/Mzxsh6bxWE4ewYJUax-BomcooeXUskJ8Xtih4h_2g24=452">
<span>
<strong>What does using AI for post-mortems actually mean? (4 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI improves post-mortems by automating preparation like timelines and drafts, but risks producing convincing yet unowned conclusions if it replaces human analysis. Real value comes from human synthesis and accountability, not AI-generated summaries alone.
</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;">π§βπ»</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%2Fgithub.com%2Fghostty-org%2Fghostty%3Futm_source=tldrdevops/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/Ne4-scqxjw8HRoyqYobB7AvRfxKyEPb9qGkoNn8Op6o=452">
<span>
<strong>Ghostty (GitHub Repo)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Ghostty, a new terminal emulator used by millions daily, differentiates itself by combining fast performance (comparable to Alacritty), extensive feature support including modern protocols like Kitty graphics, and native UI experiences across platforms through Metal rendering on macOS and OpenGL on Linux. The project also offers libghostty, a cross-platform C and Zig library that developers can embed into their own applications to add terminal functionality.
</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%2Fzed.dev%2Fblog%2Fzed-1-0%3Futm_source=tldrdevops/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/B3XC8gUOW43PWXJ28J_SYtWM2cLg4h6aFRNb8-NBtbQ=452">
<span>
<strong>Zed is 1.0 (Tool)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Zed 1.0 marks the editor's graduation from a long beta into a more complete, cross-platform, AI-native coding environment built on its own Rust/GPU-based UI stack instead of Electron. The team says 1.0 is a milestone, not a finish line, with future work focused on human-and-agent collaboration through DeltaDB and continued weekly releases.
</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;">π</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%2Fblog.cloudflare.com%2Fpost-quantum-ipsec%2F%3Futm_source=tldrdevops/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/6chFJn85HTA5PBlQDHPhM3eoIzgKuAPCD4Gp7xOXQGw=452">
<span>
<strong>Post-quantum encryption for Cloudflare IPsec is generally available (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Cloudflare made post-quantum encryption in its IPsec service generally available, successfully testing interoperability with branch connectors from Fortinet and Cisco using the new IETF hybrid ML-KEM (FIPS 203) draft standard. The rollout comes as Cloudflare moved its full post-quantum security target to 2029 amid recent quantum computing advances, though IPsec adoption lagged four years behind TLS due to the community's focus on Quantum Key Distribution, which requires specialized hardware and doesn't work at internet 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%2Fantithesis.com%2Fdocs%2Fresources%2Ftesting_techniques%2F%3Futm_source=tldrdevops/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/Khc62ZwH9vGMSos8sRiMGoyszqzz41Qc4EHc5ZaaMps=452">
<span>
<strong>Techniques for better software testing (7 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Better software testing means going beyond hand-written examples by using randomness, fuzzing, swarm testing, concurrency, fault injection, and test-specific configurations to expose edge cases that normal unit or integration tests miss. Tests should validate continuously, exercise rare failure paths, cover the full system surface, and intentionally test recovery from βgoodβ crashes so bugs surface earlier and are easier to debug.
</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;">β‘</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%2Fwww.datadoghq.com%2Fblog%2Fnetwork-test-protocols%2F%3Futm_source=tldrdevops/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/wfdCjYygBe04tDOkuuYOEtzqSHi_WFfJ0ahyhYT7ZMg=452">
<span>
<strong>Test network paths with TCP, UDP, and ICMP in Datadog (7 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Designing network tests with protocols like TCP, UDP, or ICMP improves root cause analysis by matching application traffic, revealing latency, packet loss, and reliability issues.
</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.hashicorp.com%2Fen%2Fblog%2Fbridging-the-trust-gap-unified-public-ca-orchestration-with-ibm-vault%3Futm_source=tldrdevops/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/EUuFQoIu9AuwoR63vpUq_1Iic4s-NNdBMRHnCqFXtPw=452">
<span>
<strong>Bridging the trust gap: Unified public CA orchestration with IBM Vault (4 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Vault Enterprise now integrates public certificate authorities via ACME, unifying private and public PKI workflows to eliminate manual processes, reduce outage risk, and centralize governance while enabling automated issuance, renewal, and revocation through a single platform.
</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%2Fkubernetes.io%2Fblog%2F2026%2F04%2F29%2Fkubernetes-v1-36-memory-qos-tiered-protection%2F%3Futm_source=tldrdevops/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/KG7FjeFysznq-EMInsGD5SNKTNWh8NNvd7T853-AegE=452">
<span>
<strong>Kubernetes v1.36: Tiered Memory Protection with Memory QoS (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Kubernetes v1.36 introduced significant updates to its alpha Memory QoS feature, adding opt-in memory reservation with tiered protection that separates Guaranteed Pods (hard protection via memory.min), Burstable Pods (soft protection via memory.low), and BestEffort Pods (no protection).
</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%2F10/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/BnFDBhudbj1fCx8P0_g-7SD7u0Sc09IGxiPs0PA7Cos=452" 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%2F10/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/OvCi8bzVO-JbNYcWzPrj3ce6gctNzIjgO4WW81NCK38=452" 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? π°
</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/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/szvP3cnMEZHQjKiFLzrO7OqMkl6n4nXKPetxZy3tQMc=452"><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? πΌ
</p>
<div class="text-block" style="margin-top: 10px;">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/KrXUARxOcqmOe_aUyr8-Fcg76BEAHYPHVyjS7PunjT8=452" 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-d3e165357871/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/QxiaMd_6YXxAZtMIzB5XUEZrq4kcvgBi9tLl-Pc-Y-s=452" 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/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/U5hloqKRGBuyV1fMDlfjsKkgwHleY_QwedYPKAMrelE=452" 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/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/BoEOZW_zrDvQ6xphwtJjd2FXypn6pc8jP6DXSxgke38=452"><span>Kunal Desai</span></a> & <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Fin%2Fmartin-hauskrecht%2F/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/ABi_pZkGpkZNzbRiTEIBR5wQySmtR-6U8VTFE7vxAeQ=452"><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/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/C5EXlmg07q18Dp8Cv1afXR5mSr5Khli4dpXSgR1IUk8=452">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=9113b51c-451f-11f1-983b-37cc27b001a1%26pt=campaign%26pv=4%26spa=1777633253%26t=1777634729%26s=dca9c3a436186b4310cda60672f2a9367910662efb9dc17035f2cd4a5412380f/1/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/3MGhKljEl-XboSf3AvJtyE4PuTxP5g976ou9B4Ibtmg=452">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/CI0/0100019de3495ce0-77b71469-6e4e-493e-a15c-aca55bfb5d9a-000000/h5TmDIOe9IxG4b_VW3aL7yDx8pat4eXV6x57q_3MuCw=452" style="display: none; width: 1px; height: 1px;">
</body></html>