<!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;">Animation improves user experience by clarifying interactions and conveying brand personality, but creating it can be a complex task </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/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/DuMidX4FlM_Ag0TOh4NjnzYdETitfV_tqQa2l-wYK1k=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/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/pB01ZFaWJNJ_g5tG4F5eDL1gHA5sR9huP-ElmkLMR08=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=dc8d371e-a048-11f1-b155-fd827b515715%26pt=campaign%26t=1787656258%26s=3d984e5398689a86345e74cdd68b9330f5f42f73306744215266ae4e69e45f1f/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/vC6rLgddzzjG3hB7pq4mboCzL6CLNLSr9cAMhYUy1ts=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%2Fopenrouter.ai%2F%3Futm_source=sponsorship%26utm_medium=newsletter%26utm_campaign=tldr_august25%26utm_content=header_500_plus_models_one/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/IbtshageVEuYSBhtvrfbVJDbvF0J8ap7C0REO3hf4lI=452"><img src="https://images.tldr.tech/openrouter.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="OpenRouter"></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">2026-08-25</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%2Fopenrouter.ai%2F%3Futm_source=sponsorship%26utm_medium=newsletter%26utm_campaign=tldr_august25%26utm_content=header_500_plus_models_one/2/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/WlZZ5G9ugyIrU0Xyjyk45q7QstVDu4ZNAYwEAje3vmc=452">
<span>
<strong>500+ models. One API. The best price, speed, and uptime — automatically (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fopenrouter.ai%2F%3Futm_source=sponsorship%26utm_medium=newsletter%26utm_campaign=tldr_august25%26utm_content=body_intro_openrouter/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/OKRGXoH9EZ0UxjpsoNgPtgFJ5vww96tstR5avgiUdXo=452" rel="noopener noreferrer nofollow" target="_blank"><span><strong>OpenRouter</strong></span></a> gives you a unified, OpenAI-compatible API for inference, so you can access hundreds of models across dozens of providers without rebuilding your stack.
<p></p>
<p><strong>> Switch models easily:</strong> Keep your existing OpenAI SDK calls and swap models with a single parameter.</p>
<p><strong>> Route intelligently:</strong> Use AutoRouter to choose models based on price, speed, and quality.</p>
<p><strong>> Build for reliability:</strong> Multi-provider failover, transparent pricing, usage analytics, and fine-grained data policies are built in.</p>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fopenrouter.ai%2F%3Futm_source=sponsorship%26utm_medium=newsletter%26utm_campaign=tldr_august25%26utm_content=cta_building/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/mtRfw0vk0cEpxeFvJ2ej1g4MxquPoRwra_BPkmB0Zz0=452" rel="noopener noreferrer nofollow" target="_blank"><span><strong>Start building</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%2Fkciter.so%2Fposts%2Fhow-to-design-animation%2Fen%2F%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/EyecBRtUkJzKKX2Ae8rCBD9tiuajJTqfZOkRNgQNw3s=452">
<span>
<strong>How to Design an Animation (25 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Animation improves user experience by clarifying interactions and conveying brand personality, but creating it can be a complex task that requires breaking down intricate motions into manageable components represented mathematically. Designers can develop animations that feel natural and responsive to user input by using tools such as graphs, easing functions, and physics simulations.
</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%2Ffzakaria.com%2F2026%2F08%2F23%2Fyour-executable-is-a-sqlite-database%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/Hm9URzySRyjaKzj2Y8mxeikeHtqNlHBu-t_pJ2Tdzjk=452">
<span>
<strong>Your executable is a SQLite database (14 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The concept of replacing the traditional ELF executable format with SQLite as an executable format is explored in this article, introducing a new prototype called SELF, which functions as a structured executable and linkable format. This shift allows for simplified querying and modification of executable files using SQL.
</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%2Fblog.tymscar.com%2Fposts%2Fhowtoreportabug%2F%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/iIfLFMs_JQBJgZE9P7Hnrd0mqZVJf-Kq2fNoLBh9DBE=452">
<span>
<strong>How To Report A Bug So It Actually Gets Fixed (8 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Effective bug reporting includes owning the bug, creating a reproducible environment, and providing detailed documentation, all while assuming initial responsibility for the issue. By following a structured process that includes version bisecting and thorough communication with maintainers, the chances of a bug being addressed are improved.
</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%2Flarsfaye.com%2Farticles%2Fai-coding-will-prevent-expertise%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/J21L3PAW7jQ-0xBnN5cnuLi2MfSQh3P8P9IpSEhd9Tc=452">
<span>
<strong>AI Coding will Prevent Expertise (14 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The growing reliance on AI coding tools may negatively affect the development of true expertise among junior developers, requiring them to possess expert-level skills to effectively use AI.
</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%2Fsumnerevans.com%2Fposts%2Fsoftware-engineering%2Fstop-using-conventional-commits%2F%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/Tjx9buykyyaHlG-_18rmXLXDEsbUNL1U2ZG_EXRvlm4=452">
<span>
<strong>Stop Using Conventional Commits (11 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Conventional Commits prioritizes commit type over the more critical component, scope, resulting in a misleading format that fails to communicate essential changes effectively. The article advocates for a shift towards scope-prefixed commit messages, emphasizing that this approach aligns better with the actual needs of developers and contributors.
</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%2Flaunchdarkly.com%2Fplatform%2Fcode-control%2F%3Futm_source=tldrdev%26utm_medium=newsletter%26utm_campaign=brandrepo%26utm_term=secondary%26utm_content=code-control/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/VuqmcDKNaj9wURaBDZoIVuKHDuzhy63xU4ityEz23Ck=452">
<span>
<strong>Your SDLC wasn't built for AI. LaunchDarkly is. (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flaunchdarkly.com%2Fplatform%2Fcode-control%2F%3Futm_source=tldrdev%26utm_medium=newsletter%26utm_campaign=brandrepo%26utm_term=secondary%26utm_content=code-control/2/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/jEFz1EcVkWVCnDK428lpmu0w76mAldBS_6buKWT97lg=452" rel="noopener noreferrer nofollow" target="_blank"><span>CodeControl</span></a> from LaunchDarkly lets you release safer AI-generated changes with progressive rollouts, implement self-healing systems, and monitor in real time. Automatic fixes, variation testing, and enterprise-grade governance help you ship at AI speed. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flaunchdarkly.com%2Fplatform%2Fcode-control%2F%3Futm_source=tldrdev%26utm_medium=newsletter%26utm_campaign=brandrepo%26utm_term=secondary%26utm_content=code-control/3/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/Ye45ID4PDpYg5lFo_rQWKbCSWDia73NSyiHN3U2tTtI=452" rel="noopener noreferrer nofollow" target="_blank"><span>See how it works</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%2Fgetkern%2Fkern%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/IX1PUYRMPedB3cZwCO37cg8Eh4Zq-cJsufjg0u7Lty4=452">
<span>
<strong>Kern (GitHub Repo)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Kern is a lightweight, rootless container runtime that allows for fast, kernel-enforced execution of workloads, achieving cold starts in approximately 3.5 ms without a daemon.
</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%2Fpicomq%2Fpicomq%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/AzXw43-Gu_kxEwJCL3u0b-xS52snHaH-yEHFjvxD9L0=452">
<span>
<strong>PicoMQ (GitHub Repo)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
PicoMQ is a framework designed for durable, real-time streaming over HTTP, utilizing S3-compatible object storage. It provides tools for easy installation, node management, and stream operations through its command-line interface and Docker integration.
</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%2Fplicara.ai%2Fresearch%2Fagent-skill-languages%2F%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/N7q14JXHPIymJNYQca9jSjUlmyjrdkr2Mh2TURqWGD8=452">
<span>
<strong>What language are agent skills written in? (15 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The percentage of newly created agent skills written in languages other than English rose from 13.0% to 16.3% in the first half of 2026, with Chinese leading among these non-English skills. The growth of non-English skills shows a shift in the AI development landscape, influenced by increasing contributions from countries like India, Brazil, and others.
</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%2Flectronz.com%2Fu%2Flectronz%2Farticles%2Fhow-europe-is-killing-makers-and-micro-entrepreneurs%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/Ky0OdPQVaOp0zIbSdhfYwm8QWOqqBVus-1A-9npoGh0=452">
<span>
<strong>How Europe is killing makers and micro-entrepreneurs (9 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
New packaging regulations introduced by the European Union threaten the viability of makers and micro-entrepreneurs by imposing disproportionate costs and administrative burdens. The regulations could lead to job losses and stifle innovation, forcing many micro-businesses to consider selling exclusively in non-EU markets instead.
</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%2Fcameronrwolfe.substack.com%2Fp%2Fllm-rl%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/p-f-TyK1I6tEq32w8aJPf2wG5BiVk8RpOmYFX0RZ-MA=452">
<span>
<strong>Reinforcement Learning for LLMs: The Complete Guide (98 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Reinforcement Learning (RL) has been integral to the development of LLMs, addressing complex issues such as alignment, reasoning, and safety while being a fast-moving area of AI research. This overview covers foundational concepts of RL, its application in LLM training, various algorithms used, including policy gradient methods and recent advancements like Group Relative Policy Optimization (GRPO).
</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%2Fwww.mintlify.com%2Fscore%3Futm_source=tldrdev%26utm_medium=newsletter%26utm_content=quicklinks%26utm_campaign=aug2026/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/pVeSMm-tvMnK-aZq45VTpLZ4KSZjeSJ4iQp_nzRCPm8=452">
<span>
<strong>How agent-ready are your docs? (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Use this free Mintlify tool to check whether AI agents can find, parse, and use the information in your docs. Get a score + actionable steps to improve. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.mintlify.com%2Fscore%3Futm_source=tldrdev%26utm_medium=newsletter%26utm_content=quicklinks%26utm_campaign=aug2026/2/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/EZ85sVTrU0lg9G0mlIL2vVxLuWw0xb5M8E21tLVrsYk=452" rel="noopener noreferrer nofollow" target="_blank"><span>Score your docs</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%2Frushed-reflections.bearblog.dev%2Fan-unlikely-experiment%2F%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/wP8nrW50dYdWO4IqrlCA8M_5_Fdd-6Ig0bS0QWjV71g=452">
<span>
<strong>An unlikely experiment (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The use of the "unlikely" macro in programming allows developers to optimize their code by providing the compiler with information about which execution paths are less likely to be taken.
</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%2Flucumr.pocoo.org%2F2026%2F8%2F24%2Fanger-anxiety-agency%2F%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/GEK8MG_EkJ0VN91bHarMsyw_P6j1CEroIfUUiRYUbQs=452">
<span>
<strong>Anger, Anxiety and Agency (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Anger in the workplace is often counterproductive, as it does not improve situations and can negatively impact those around you, compared to more constructive emotional responses like curiosity.
</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%2Fglassbox.codecanary.org%2F%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/C5Y19CAuwL0tzJ0Rup9I6XIrz2kld1GKru8VrFmQRrw=452">
<span>
<strong>GlassBox (Website)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
GlassBox is a client-side tool that reveals the various signals a website can collect from a browser.
</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.bytebytego.com%2Fp%2Fwhy-code-verification-matters-more%3Futm_source=tldrdev/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/uyHkEqgwBdRwy6fpScwDeq48RpfjLZzKJmeLm8GpVME=452">
<span>
<strong>Why Code Verification Matters More Than Ever in the Age of AI (18 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI made writing code cheap, but verifying it correct/safe is now the bottleneck, so verification should be a layered, risk-adjusted stack.
</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%2F3/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/QMPBjNAF1TbOW0yhcK1yYVrTtZEZYc-iq67-GHJsQ84=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%2F3/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/wH_QnDOxj1qGsiex3ABDwvL0R1qXvF6FSNaFxWURXG4=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/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/0yI8wbMQQdMKtdN0NdP1bVRUTCSKBil5sme5ZbDENvs=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/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/UH09uX9ydI21lchnjj-btobxbOgUoSLOJd0vUsDCEeQ=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-d3e165357871/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/HL-ei0gZmoYpRWXWVtWu34EjHcPi5TzLOkxBLUUdUvs=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/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/PkOYuevMaa31dm-7CWMaegz6vC75hiDOeuDF-3vNlIY=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/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/II1qCrZTBDOgxHn8mb3fHavSMO8tFHCVYw0BY2HxdgQ=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/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/GLN5TU6M5vDCwRb02UnDqWVN0_iHFMMBntRO31EkQvU=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=dc8d371e-a048-11f1-b155-fd827b515715%26pt=campaign%26pv=4%26spa=1787655675%26t=1787656258%26s=12e11b5462569f99947deb177653c4e6421926edb2d55202685cf57aa5bd4426/1/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/tnCI3FF1Xi1IJxUhdWB90mo6cMh7dKl9eDS8HvZ050w=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/CI0/010001a0389dc2bf-6a2170e9-68cf-4ddf-b4db-c21a46e37242-000000/XBKhQJUtXD_LyTewZIe-QlKXk5nbr1_H1QyvfcLe8-k=452" style="display: none; width: 1px; height: 1px;">
</body></html>