<!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</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;">Alphabet has announced an ambitious capital spending plan that far surpasses predictions. The company will spend as much as $185 billion this year </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%2Fsignup%3Futm_source=tldr/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/m5KNGZBECItVe-H-RlwdBcJBAhcck0WoCv3Q9do4CbE=443" rel="noopener noreferrer" target="_blank"><span>Sign Up</span></a>
<span>|</span><span style="margin-right: 2px; margin-left: 2px;"><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=advertisetopnav/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/qxLGYCbe9ztdLFXGekiBTsWUge3nNgEdCY3_XgozJY4=443" rel="noopener noreferrer" target="_blank"><span>Advertise</span></a></span><span>|</span><span style="margin-left: 2px;"><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Fweb-version%3Fep=1%26lc=0a5e7d0a-84b7-11f0-921a-b90f05b5bd4b%26p=d2212b0e-0279-11f1-ba24-f383b3d2ee51%26pt=campaign%26t=1770290460%26s=9d0f21b7a54affca2484ccfa5e0b263657ad0b86a8dd6e93c8a77c07c97329dc/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/EIwCa-6_jklOwJBOJ49HRXwe4g23gE3eiEAjllZMJZA=443"><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%2Fref.wisprflow.ai%2Ftldr/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/s3T9O4HP8vPWrgdoKp-d925KfNZ-CYgclJbKo_dTRWA=443"><img src="https://images.tldr.tech/wispr.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="Wispr"></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 <span id="date">2026-02-05</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%2Fref.wisprflow.ai%2Ftldr/2/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/UcUCYDhOl-FKMZIE8Z3uSTeDpzUXXZOP7uSXL48EYyU=443">
<span>
<strong>You talk faster than you type — let Wispr Flow turn your words into flawless text (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
"People go from skeptical to instantly obsessed with <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fref.wisprflow.ai%2Ftldr/3/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/qxdUCJTCyxg94PG2lcrxcrCZKemeQps6-rlW5POcihU=443" rel="noopener noreferrer nofollow" target="_blank"><span>Wispr</span></a>.” —Reid Hoffman, co-founder of LinkedIn and partner at Greylock.
<p></p>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fref.wisprflow.ai%2Ftldr/4/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/F-s5ykJlD5020eOphjyhNWueRsHDc5NgAw0RBYrqdwE=443" rel="noopener noreferrer nofollow" target="_blank"><span>Wispr Flow</span></a> isn't like other dictation tools. It produces clean, sendable text with zero cleanup:</p>
<ul>
<li><strong>4× quicker than typing.</strong> Dictate emails, docs, and DMs in real time and save precious hours every week.</li>
<li><strong>89% of messages sent with zero edits.</strong> Flow cleans filler words, fixes grammar, and formats perfectly as you speak.</li>
<li><strong>Works inside every app with no setup.</strong> Fly through Slack threads, give more context to ChatGPT, or brain dump into Notion. Even works in your IDE.</li>
</ul>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fref.wisprflow.ai%2Ftldr/5/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/mGEtnGeVjxzHtAOVBi3k9c8_rZWgXWmOwJcTm9HGDWM=443" rel="noopener noreferrer nofollow" target="_blank"><span>Try Wispr Flow Free →</span></a>
</p>
</span></span></div>
</td></tr></tbody></table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%"><tbody><tr><td class="container" style="padding: 10px 10px 0px;">
<div class="text-block" style="border: 2px solid red; border-radius: 10px; padding: 0 10px;">
<p><strong><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2Ftech%2Fstay-subscribed%3Fem=silk.theater.56%2540fwdnl.com/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/HBcuMljNaJibu5GfWlVU9UUvxKL9R3iu8lWEI7Cnw0w=443">Click here to remain a subscriber</a> </strong></p>
<p>Clicking on newsletter links is the best way for us to know you are reading TLDR.
</p>
<p>Please click <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2Ftech%2Fstay-subscribed%3Fem=silk.theater.56%2540fwdnl.com/2/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/wBPJlKUM6AQTbbjz2cVqc34EMEJC0oq8ZqmVPdO3MTY=443">this link</a> to remain a subscriber otherwise we will automatically unsubscribe you within 30 days.</p>
<p></p>
</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>Big Tech & Startups</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%2FvD41O1/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/3t0SJfLGJV9N4M5Iwqnyan2zNrTBYjdM7DxqcGd2Uss=443">
<span>
<strong>Alphabet Plans Record Spending in Race to Win AI Customers (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Alphabet has announced an ambitious capital spending plan that far surpasses predictions. The company will spend as much as $185 billion this year on capital expenditures. CEO Sundar Pichai has reassured investors that the costs are necessary. Alphabet claims its massive investments are essential for competing against rivals.
</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%2Fspyglass.org%2Falexa-plus-chatgpt%2F%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/-1QATo-w2YZFsaLIGLmecq_O1WOOh_PHJ1Pp2etunlA=443">
<span>
<strong>Alexa+ Plus ChatGPT? (4 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Amazon may put upwards of $50 billion into OpenAI's next fundraise. The companies are discussing a commercial agreement that could require OpenAI to dedicate researchers and engineers to develop customized models for Amazon. Amazon recently opened up Alexa+ to the US market. Adding OpenAI's technology could help Amazon combat Apple's upcoming rollout of Siri powered by Gemini.
</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>Science & Futuristic Technology</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%2Farstechnica.com%2Fspace%2F2026%2F02%2Fnasa-finally-acknowledges-the-elephant-in-the-room-with-the-sls-rocket%2F%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/gNwD2-VjdDLtTz1z6NESroILT8Gu2EmkOvKI5QqrPRI=443">
<span>
<strong>NASA finally acknowledges the elephant in the room with the SLS rocket (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The Space Launch System rocket program is now a decade and a half old. It has so far cost US taxpayers more than $30 billion. The program continues to be plagued with issues. NASA's new administrator has acknowledged the low flight rate issue, saying that it should be a topic of discussion.
</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%2Finterestingengineering.com%2Fhealth%2Flife-biosciences-er100-epigenetic-vision-therapy%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/GoePT_mnUf0XuriB3ylm3BLZ2Aw76K6loMHwAP7eCsM=443">
<span>
<strong>First-ever experimental gene therapy seeks to restore vision by rejuvenating eye neurons (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
ER-100 is an experimental gene therapy designed to restore vision by reviving damaged neurons in the eye. The approach resets aged retinal cells to a healthier state using epigenetic reprogramming. It received FDA approval for human trials last week. If successful, ER-100 could signal a broader shift in how age-related diseases are treated.
</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>Programming, Design & Data Science</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%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-602d30e5001e%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/xj0uxB-1nwAH1aNq3YQBxTLUlE0ueVwVAamyhENIEbw=443">
<span>
<strong>TLDR is hiring a Senior Software Engineer, Applied AI ($200k-$300k, Fully Remote)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
As the first engineer on TLDR's new Applied AI team, you'll build AI agents and composable Claude Skills to let non-technical teammates create their own AI workflows. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-602d30e5001e/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/svBZZ1IN5NA5AkuQIhA8C5bki-mb0ZV1vTj4V4RR6Vo=443" rel="noopener noreferrer" target="_blank"><span>Learn more</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%2Faddyosmani.com%2Fblog%2Fagentic-engineering%2F%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/mvRwq6ykZPLz2n3fjGH-YTUinsYy1bPHANrFluhRSLo=443">
<span>
<strong>Agentic Engineering (7 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Agentic engineering is a professional term that describes what is actually happening: the engineer orchestrates AI agents as they act as an architect, reviewer, and decision maker. It is a serious engineering discipline that involves autonomous agents. The term definitely sounds better than 'vibe coding' in professional settings. Agentic engineering disproportionately benefits senior engineers who understand system design, security patterns, and performance tradeoffs. They know what good code looks like, so they can efficiently review and correct AI output.
</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.blog%2Fchangelog%2F2026-02-04-claude-and-codex-are-now-available-in-public-preview-on-github%2F%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/lH3hHVdZShUQHTuSiC7wGo_zLRh0B-mTCHOZgOTCLDU=443">
<span>
<strong>Claude and Codex are now available in public preview on GitHub (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Claude by Anthropic and OpenAI Codex are now available as coding agents for Copilot Pro+ and Copilot Enterprise customers. Users can assign work to these agents directly from issues, pull requests, the Agents tab in enabled repositories, and the agent sessions view in VS Code. Access to Claude and Codex is included with existing Copilot subscriptions. Each coding agent session consumes one premium request during public preview.
</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%2Fevjang.com%2F2026%2F02%2F04%2Frocks.html%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/qORRjIDcczSKtTY9b0878xc-HJTj_cA6JU9CnnOV-co=443">
<span>
<strong>As Rocks May Think (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
LLM-based reasoning is both powerful and flexible. However, there is likely still room to make the recipe even simpler. There are also still more gains to be had by understanding all the plays in which thinking behavior can be found. The extra reasoning data generated over recent years may help further train models to reason better through previously unviable methods.
</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.jakequist.com%2Fthoughts%2Fopenclaw-is-what-apple-intelligence-should-have-been%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/G2gR2m1Kw0MoTyv3lzMYIQIiICPhvQ6sxab8EO1Qx6w=443">
<span>
<strong>OpenClaw is What Apple Intelligence Should Have Been (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Mac Minis are selling out everywhere because people are using them to run OpenClaw, an open source framework for local AI agents that has become a killer app for Mac hardware. The rush shows that there is a clear demand for agents and automation, and Apple is getting the hardware revenue from it. However, it's missing out on the platform revenue - Apple could have created its own native agent, but this would likely have caused significant legal issues.
</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.gitkraken.com%2Fai-productivity-paradox-2025%3Fsource=TLDR%26product=gitkraken%26utm_source=TLDR%26utm_medium=sponsored%26utm_campaign=insights_launch%26utm_content=paradox/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/pMddHhwQKZk_RZ3IOzyK4sawGkWo1tOEdnagWpnskQ8=443">
<span>
<strong>Developers <em>believe</em> that AI increases productivity. Does it? (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
211M lines of code reveal AI's real impact: duplication is rising, delivery is less stable, and top teams are adapting faster than the rest. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.gitkraken.com%2Fai-productivity-paradox-2025%3Fsource=TLDR%26product=gitkraken%26utm_source=TLDR%26utm_medium=sponsored%26utm_campaign=insights_launch%26utm_content=paradox/2/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/d_Uu_rJp4vxcbGIfM-McEeoDAiu1hZF4_TPsCeRQEak=443" rel="noopener noreferrer nofollow" target="_blank"><span>Download GitKraken's guide for engineering managers</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%2Flinks.tldrnewsletter.com%2FJQfIgQ/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/KNDdHe2KXnPQqgp3KYmam9GjBtwF3hPJG5KDGDj9eds=443">
<span>
<strong>AI Won't Kill the Software Business, Just Its Growth Story (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The persistent belief that AI will destroy the software business could be more damaging than the actual impact the technology will have on the industry.
</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.jernesto.com%2Farticles%2Fthinking_hard%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/5YV9k8Rf4HBcjC9dnvfVeZc95PKKXuTrGH38VeGMRxE=443">
<span>
<strong>I miss thinking hard (4 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Vibe coding is great for building, but it drastically cuts down the time it takes to come up with creative solutions for technical problems, leading some developers to feel like something is missing.
</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%2Fahrefs.com%2Fblog%2Fai-overviews-reduce-clicks-update%2F%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/T068WNWVo3sAqIXxzKd0RyYsLju4aE9WAQ-t1E6w-yQ=443">
<span>
<strong>Update: AI Overviews Reduce Clicks by 58% (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
It seems categorically true that AI Overviews siphon away the majority of the clicks once available to top-ranking pages.
</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%2Fswizec.com%2Fblog%2Fin-praise-of-the-stacked-pull-request%2F%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/-l-5-irWkmU_4Onl0vzG6xZ0U_a-HUV2aJqEpfog5H4=443">
<span>
<strong>In praise of the stacked pull request (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Stacked pulled requests are PRs that build on top of each other.
</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%2Fan.dywa.ng%2Fcarrier-gnss.html%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/varX7qsspmRQoKsNjavBpeolExOeNDodvp0bSXI09Sw=443">
<span>
<strong>Mobile carriers can get your GPS location (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Cellular standards have built-in protocols that make your device silently send GNSS locations to carriers.
</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.a16z.news%2Fp%2Fgift-culture-and-the-intelligence%3Futm_source=tldrnewsletter/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/coLUu0Q8U0zdd1Y4ZyGKjGBvgtAT30bAOG7JQYs39iE=443">
<span>
<strong>Gift Culture and the Intelligence Threshold (10 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
We create bridges to grow new possibilities and acceptance by giving gifts to each other.
</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%2Fee4b1634%2F/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/AXRwvK2JcoMWnwKZE5I7TjV2YFHYEj7igOF2aiaoVUs=443" style="color: #464ba4; text-decoration: underline;">https://refer.tldr.tech/ee4b1634/</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_8d92ef38c93e%2F1/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/mREekpolh_Er_tqFJmF8-lQErsNXDWWIJiyGwkfBhss=443" 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 tech executives, decision-makers and engineers, you may want to <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fadvertise.tldr.tech%2F%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=advertisecta/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/JMwJOYhREvGd3Y6d72HvWqwAGNhIGDB1gT7KC5BhHGs=443"><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/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/6D0avzFU64-H483LAbdfFZb1m088bPoA2Brj1NZ-AjA=443" 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-d3e165357871/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/RcqNLSOqG-oo0CTw6X9VrzV4YAA70V23uvPOCjlChM4=443" 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/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/gzKLN4RTy3l0Xx9ZmcHe9ynDMqSf_bAI2BYyMWED42c=443" 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%2Ftwitter.com%2Ftldrdan/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/e6ElF7C-oDjHUBY3XTi4reScvr29fip12ONGaX0Dnwo=443"><span>Dan Ni</span></a> & <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftwitter.com%2FSteveFlanders22/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/44A7m2gt_ZsufbsoareIsu7QWkrKvs_65WxDKnhZ7tY=443"><span>Stephen Flanders</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%2Ftech%2Fmanage%3Femail=silk.theater.56%2540fwdnl.com/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/i1rkF6IZBE8h820Ij-HNktBOPcTHPkE7qJGYzuq9ZyA=443">Manage your subscriptions</a> to our other newsletters on tech, startups, and programming. Or if TLDR isn't for you, please <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fa.tldrnewsletter.com%2Funsubscribe%3Fep=1%26l=cfa2d55a-b7be-11e8-a3c9-06b79b628af2%26lc=0a5e7d0a-84b7-11f0-921a-b90f05b5bd4b%26p=d2212b0e-0279-11f1-ba24-f383b3d2ee51%26pt=campaign%26pv=4%26spa=1770289324%26t=1770290460%26s=8b1f3c544671fb256cdcd995e695e6f27aa6614192cb1ea72fab2e44c7c3a9cb/1/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/yegJO0K9CU5hdIcZ0wVHYN3Wbp7CKGZ50E_GRsH0Cw8=443">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/CI0/0100019c2d88b93b-baf123e8-6d5b-4b9c-b848-39767d411168-000000/Y3hliuX6YqJxN8lLHXTzqvoi00gHNdO1MRAhU_t3MCw=443" style="display: none; width: 1px; height: 1px;">
</body></html>