<!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 Dev</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;">AI development is transitioning to recursive self-improvement, where autonomous agents accelerate productivity in tasks like coding and research </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%2Fdev%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/VVh54mBCRG6aaacD2RcQzwcv5ip0bxMtQJfR7EtlCMg=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=tldrdev%26utm_medium=newsletter%26utm_campaign=advertisetopnav/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/tmPWb12rA0q2clkFa_iemqlwe93GoXC1KhkwyPektlY=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=156b9020-84b7-11f0-a976-55fc1d40139c%26p=097ac704-6099-11f1-82da-37e079b43061%26pt=campaign%26t=1780657667%26s=ff7404a18ff8419064c51b005b860905e43b54cbb630ce12d10aff9700eac9e0/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/bDW061kkUQqprqmBivGjfUqWDem2TGktuheDsblbctY=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%2Fgithub.com%2FInsForge%2FInsForge%3Futm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-06-05_Primary_InsForge%26utm_content=header_insforge_open_source/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/DBYLbHixma9ZFTPTGWwMrEejaIrzdwKVzy9X9TadB-s=452"><img src="https://images.tldr.tech/insforge.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="InsForge"></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 Dev <span id="date">2026-06-05</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%2Fgithub.com%2FInsForge%2FInsForge%3Futm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-06-05_Primary_InsForge%26utm_content=header_insforge_open_source/2/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/Qmx-R6-9E6TOfUpl0PiSYdivveJeg8GQS94HPd7zG1o=452">
<span>
<strong>InsForge is the open-source backend infrastructure coding agents run themselves (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Coding agents stop at code generation. The backend is the part they can't run themselves. <a class="underline underline underline-offset-2 decoration-1 decoration-current/40 hover:decoration-current focus:decoration-current" href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgithub.com%2FInsForge%2FInsForge%3Futm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-06-05_Primary_InsForge%26utm_content=body_insforge/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/Twual5-wyOmwuXA4Lpb-r-gD6AfPxe77FSdFz6jRSo4=452" rel="noopener noreferrer nofollow" target="_blank"><span>InsForge</span></a> gives them backend infrastructure to run, in the cloud or self-hosted.
<p></p>
<p>Here's what your coding agent can do with InsForge:</p>
<p><strong>> Database:</strong> create tables, run queries, and manage data.</p>
<p><strong>> Auth:</strong> add sign-in, sessions, and access control.</p>
<p><strong>> Storage:</strong> S3-compatible file storage.</p>
<p><strong>> Custom Compute:</strong> deploy and run services like a backend server, Redis, or Nginx.</p>
<p><strong>> Model gateway:</strong> call any LLM through one unified endpoint.</p>
<p>Over 32K backend projects already run on InsForge, with 10K+ stars on GitHub.</p>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgithub.com%2FInsForge%2FInsForge%3Futm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-06-05_Primary_InsForge%26utm_content=cta_out_repo/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/pqlv8oPwCgisAiisplj_yhiPLq-AyVZshxMctmVWkKY=452" rel="noopener noreferrer nofollow" target="_blank"><span><strong>Check out the repo →</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;">🧑💻</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>Articles & 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%2Fexpo.dev%2Fblog%2Ftalking-to-jsi-in-swift%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/5A0YULfOkIrofsTgaB6hQ1BFregf8IB1MlDhZ1T45M0=452">
<span>
<strong>Talking to JSI in Swift: what changed in SDK 56 (15 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Expo SDK 56 has an architectural rewrite for native modules on Apple platforms by allowing Swift to communicate directly with JSI. This change removes the previous Objective-C++ middleware, resulting in performance gains between 1.6 and 2.3 times faster than older versions. By using Swift 5.9's C++ interoperability and non-copyable types, the new system has strict memory safety while simplifying the internal development stack.
</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.ashbyhq.com%2Fblog%2Fengineering%2Fai-ashby-engineering-and-the-future%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/jyjqLO4mcSNB6F46ECcW95LByVvX3E3D5Pnv0t9L5Y4=452">
<span>
<strong>AI, Ashby Engineering, and the Future (17 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
At Ashby, over half of new production code is now AI-generated, yet software quality and stability remain consistently high. Engineers are required to have full accountability for their output by alternating between using AI as a collaborative sidekick for high-stakes decisions and a delegate for low-impact tasks.
</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%2Flinks.tldrnewsletter.com%2FLo9ArU/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/cvym-MUeJM1BJfkUJpq4ZWj14kQRPfBr-i8nStjlQ5M=452">
<span>
<strong>Sitar-agent: Building a reliable dynamic configuration sidecar at scale (13 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Sitar-agent is a lightweight Kubernetes sidecar for reliably delivering dynamic configuration updates to thousands of service instances without redeployments, using Amazon S3 snapshots for fast bootstrapping and a periodic pull model for changes. The separate sidecar container helps with resource isolation and multi-language compatibility.
</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;">🧠</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 & Advice</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%2Ffrontierai.substack.com%2Fp%2Fai-is-not-a-line-item%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/E19n7iwl5FN08Kw1nO8TglJpWrPjLdjyjETPOkAee-Q=452">
<span>
<strong>AI is not a line item (9 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Treating AI expenditures as a single, monolithic budget line item based on token usage is a strategic mistake that discourages innovation. Instead, it's better to manage AI investments based on the specific functional value and experimental potential of individual tools.
</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.truehenrique.com%2Fen%2F2021%2F10%2F27%2Fsingle-responsibility-the-distorted-principle%2F%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/BMKAQ-prKbLKUnqUwU_05-BxgA9Rw8uslC42dCyPOG8=452">
<span>
<strong>Single responsibility, the distorted principle (11 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The Single Responsibility Principle (SRP) is often misunderstood as requiring modules to perform a single action. It actually recommends grouping cohesive behaviors under one responsibility.
</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;">🚀</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>Launches & 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%2Fdocs.qvac.tether.io%2F%3Futm_source=newsletter%26utm_medium=email%26utm_campaign=TLDRDev%26utm_term=secondaryjune5/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/CaRKt89wHiR-FOXoDnjX0yB4eC8y6hjsjQt2zvDXVP4=452">
<span>
<strong>QVAC SDK: run local LLMs, now with 5x more context (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Run local LLMs, speech, and image models fully on-device with QVAC, an open-source SDK. One npm install, no cloud, no API keys. The latest update integrated TurboQuant, unlocking up to 5x more context from the same machine, near-lossless. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgithub.com%2Ftetherto%2Fqvac/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/ddwkiBeXcPiUvA3pwnRHRlSdS0vizvGHlVpyi-hDfrM=452" rel="noopener noreferrer nofollow" target="_blank"><span>Get it on GitHub </span></a>or see the docs at <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fdocs.qvac.tether.io%2F%3Futm_source=newsletter%26utm_medium=email%26utm_campaign=TLDRDev%26utm_term=secondaryjune5/2/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/dKkldi4ACOQX8DWFTsmsSck1ABGux-z0zcoCSRZn3T8=452" rel="noopener noreferrer nofollow" target="_blank"><span>qvac.tether.io</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%2Felixir-lang.org%2Fblog%2F2026%2F06%2F03%2Felixir-v1-20-0-released%2F%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/v4qr0cy7Hk3l5A1p1cnkGieomfU3WZvaioZznpOF8-w=452">
<span>
<strong>Elixir v1.20 released: now a gradually typed language (9 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Elixir v1.20 introduces a gradual, set-theoretic type system that performs automated type inference and checking, using a specialized dynamic() type to accurately identify bugs and dead code. The release also improves compilation speed and allows the compiler to detect potential runtime failures via type narrowing in guards and clauses.
</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%2Fboxes.dev%2F%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/RcwKY47YM87Op9Zn8xTZ9jomc9f84ZN2-SLC2_Oo68I=452">
<span>
<strong>Boxes (Website)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Boxes provides a cloud-based workbench that allows developers to run multiple AI coding agents in parallel within isolated, persistent virtual machines that can be monitored and managed from any device.
</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;">🎁</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%2Fwww.anthropic.com%2Finstitute%2Frecursive-self-improvement%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/WuLbnCAeiTDQu7gr_Skubykb-4-IvrsOx_QE5sb5kt8=452">
<span>
<strong>When AI builds itself (29 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI development is transitioning to recursive self-improvement, where autonomous agents accelerate productivity in tasks like coding and research by automating their own refinement. While this offers benefits for discovery and healthcare, it also risks humans losing control.
</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%2Fvoidzero-joins-cloudflare%2F%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/13-XGJsC6cZqwGjIoBUXHGDXNOFuzQP02nHVHhifTQc=452">
<span>
<strong>VoidZero is joining Cloudflare (12 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
VoidZero is joining Cloudflare to speed up the development of foundational web tools like Vite, Vitest, and Oxc. These projects will remain open-source and vendor-agnostic, so developers can continue building portable applications that run on any platform. Cloudflare is also committing a $1 million ecosystem fund to support maintainers and intends to transition its own developer tools to be built directly on top of Vite.
</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.alexewerlof.com%2Fp%2Flocal-llms-for-agentic-coding%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/21z0ozJSx5u3en9moM-WC_Aznyv0y1MHK45j5m2icms=452">
<span>
<strong>Using local LLMs for agentic coding (26 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Developers can use local LLMs with tools like LM Studio or Ollama for agentic coding to bypass rising cloud costs and improve privacy. Achieving optimal performance requires carefully configuring suitable models and hardware offloading settings, or using services like OpenRouter as an alternative for free hosted models.
</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;">⚡</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%2Fblog.geekuni.com%2F2026%2F06%2Fwhy-learn-pandas.html%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/3Irg_m921utGGr29iJ_D_H0hS-3Z8x9KcABqCdJaiDM=452">
<span>
<strong>Why learn Pandas? (10 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Pandas is a Python library that simplifies data analysis by treating datasets as DataFrames for efficient, loop-free calculations.
</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%2Ftesting.googleblog.com%2F2026%2F06%2Fchoosing-values-for-robust-tests.html%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/VGQN797KoPawTN4tixNDQWTTJGaOBsGinM053nam8bg=452">
<span>
<strong>Choosing Values for Robust Tests (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Developing robust software tests requires using non-default, distinct, and varied input values to ensure code logic is correctly executed and to avoid false positives caused by coincidental default values.
</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%2Fmaxleiter.com%2Fblog%2Fweights%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/XGxkt6pYXr3JZ3PfbnbAf-jbCSFaGZk1zqzEMAtW2BA=452">
<span>
<strong>They're Made Out of Weights (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Two observers grapple with the revelation that artificial intelligence functions through nothing but numerical weights and matrix multiplication, eventually deciding to dismiss its human-like behavior as mere pattern matching to avoid the ethical implications of its potential sentience.
</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%2F46elks.com%2Fblog%2F2026%2F05%2F29%2Fan-amazing-time-for-programmers%3Futm_source=tldrdev/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/saxsMija7vz74SWw3QX92gpbGiKLovNU_qd7cXOnHvA=452">
<span>
<strong>It is an amazing time for programmers! (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Modern software developers live in a unique era where they can actively engage with and learn from legendary pioneers of computer science who remain accessible and active in the field.
</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%2F8770c80a%2F3/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/CBgtMF5i-ID8Mw7yANJx7-waiAm_M9m75euTbS4qIm0=452" style="color: #464ba4; text-decoration: underline;">https://refer.tldr.tech/8770c80a/3</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_7383e7653c81%2F3/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/ji_RQXSntexfpiitd11jj6cstEJi0i89BjMAj6h0SjQ=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? 📰
</p>
<div class="text-block" style="margin-top: 10px;">
If your company is interested in reaching an audience of web developers and engineering decision makers, you may want to <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=tldrdev%26utm_medium=newsletter%26utm_campaign=advertisecta/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/GFWzEAXOMNCiuXV7isxOhB-ebzoF0W_WLXt7eysJiKc=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? 💼
</p>
<div class="text-block" style="margin-top: 10px;">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/MwasvZHH3rNW0QXqvj-MdrK56DPtRLZv_h5SJLozIxA=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-d3e165357871/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/GTLTG_uNQOZcgxSKlw0YNiegLtlm5rVBim3hDbwxSFA=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/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/At1tkxJSMT68zzz2dDxrxDw9lH4W3vzES9nRMTZTdCI=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>
<span>Priyam Mohanty</span>, <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Fin%2Fxu-jenny%2F/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/CPVWBse45MkePZ6l4Bw8F4DvV3TO1uvUklawXCHDol4=452"><span>Jenny Xu</span></a> & <span>Ceora Ford</span>
<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%2Fdev%2Fmanage%3Femail=silk.theater.56%2540fwdnl.com/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/bJcPHk40WHIx6peSd8HF4vE6jwIH6XlGKbiBvd80lqg=452">Manage your subscriptions</a> to our other newsletters on tech, startups, and programming. Or if TLDR Dev isn't for you, please <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Funsubscribe%3Fep=1%26l=e8d201ca-3e93-11ed-9a32-0241b9615763%26lc=156b9020-84b7-11f0-a976-55fc1d40139c%26p=097ac704-6099-11f1-82da-37e079b43061%26pt=campaign%26pv=4%26spa=1780657234%26t=1780657667%26s=541e8295c2ea0f68a3265325eae91ea1a19e3aed5f6eba9089b96d707dddf2c7/1/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/6UA5ippbBUdmnp2nWxKe2vHAsty8VOazXPbQKHYPwrU=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/CI0/0100019e9777bd93-9f3074ee-fd82-4037-8877-406a11939059-000000/ecwmwAS4eBVAmG8ZA5xj3gq704pgMNrm0edkUor3taQ=452" style="display: none; width: 1px; height: 1px;">
</body></html>