<!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;">Elon Musk's lawsuit against OpenAI has unveiled over 200 documents that offer an inside look into the relationship between OpenAI and Microsoft β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β β </div>
<div style="display: none; max-height: 0px; overflow: hidden;">
<br>
</div>
<table align="center" class="document">
<tbody>
<tr>
<td valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" class="container" width="600">
<tbody>
<tr class="inner-body">
<td>
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr class="header">
<td bgcolor="" class="container">
<table width="100%">
<tbody>
<tr>
<td class="container">
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" style="margin-top: 0px;" width="100%">
<tbody>
<tr>
<td style="padding: 0px;">
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div style="text-align: center;">
<span style="margin-right: 0px;"><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2Fsignup%3Futm_source=tldr/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/W4Sv0bkrjmoSSu6yS8JyjHoq199AOxh5Lzf3yrX3CHc=441" 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/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/8oPzFnHZSQPFUKv0oQtur0_CX-kMhgAyXxtYh2y_pJA=441" 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=73b9ed06-f6aa-11f0-9c4b-db9333cbb606%26pt=campaign%26t=1768994344%26s=c097dbd88ba5788d78ea652f718cbedda39717527c0998fbc90582911865701a/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/FiOcwt2r94TB_n5Rl2SMX0nC6LikUwYn-1viqX7lhcs=441"><span>View Online</span></a></span>
<br>
</span></div>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="text-align: center;"><span data-darkreader-inline-color="" style="--darkreader-inline-color:#3db3ff; color: rgb(51, 175, 255) !important; font-size: 30px;">T</span><span style="font-size: 30px;"><span data-darkreader-inline-color="" style="color: rgb(232, 192, 96) !important; --darkreader-inline-color:#e8c163; font-size:30px;">L</span><span data-darkreader-inline-color="" style="color: rgb(101, 195, 173) !important; --darkreader-inline-color:#6ec7b2; font-size:30px;">D</span></span><span data-darkreader-inline-color="" style="--darkreader-inline-color:#dd6e6e; color: rgb(220, 107, 107) !important; font-size: 30px;">R</span>
<br>
</td>
</tr>
</tbody>
</table>
<br>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr id="together-with">
<td align="center" height="20" style="vertical-align:middle !important;" valign="middle" width="100%"><strong style="vertical-align:middle !important; height: 100%;">Together With </strong>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FNEyzgk/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/K0GnFw0YEy4laER8mJSi4s_aI1gUnduz75PfcTBtW-4=441"><img src="https://images.tldr.tech/microsoftazure.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="Microsoft Azure"></a></td>
</tr>
</tbody>
</table>
<table style="table-layout: fixed; width:100%;" width="100%">
<tbody>
<tr>
<td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;">
<div style="text-align: center;">
<h1><strong>TLDR <span id="date">2026-01-21</span></strong></h1>
</div>
</td>
</tr>
</tbody>
</table>
<table style="table-layout: fixed; width:100%;" width="100%">
<tbody>
<tr id="sponsy-copy">
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FNEyzgk/2/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/jLB2NMpHAyETWJe9zGWmBPMgkGm-6GJpord4SiotsiU=441">
<span>
<strong>Feel like your tabs have tabs? (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Developer tool sprawl is real. You've got one tab for logs, another for metrics, half a dozen for cloud services, and somewhere in there is the code you're actually trying to ship.<p></p><p>π«£ Stop playing hide-and-seek with your tools. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FNEyzgk/3/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/RuNVvVdx7lJKIccHrpH8t47f-ya3pWRKJK17caGnryE=441" rel="noopener noreferrer nofollow" target="_blank"><span>Microsoft Azure</span></a> brings together everything you need to build and run software in a single workspace.</p>
<p>Goodbye, hunting for the right dashboard. Hello, one unified viewβand a faster path to innovation.</p>
<p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FNEyzgk/4/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/s8o0c2lVlZFUoLLpDVmmAns1Al6R3UEDhBOHSk-41kc=441" rel="noopener noreferrer nofollow" target="_blank"><span>Simplify your stack with Azure β</span></a>
</p>
</span></span></div>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
<tr bgcolor="">
<td class="container">
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td style="padding: 0px;">
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">π±</span></div></div>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;">
<h1><strong>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%2FWf7hlf/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/FlaCyPFy2BJFK3CuXS11gnp9SOQbNBS12OLUjh7aEzc=441">
<span>
<strong>The Microsoft-OpenAI Files: Internal documents reveal the realities of AI's defining alliance (27 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Elon Musk's lawsuit accusing OpenAI and its CEO Sam Altman of abandoning the nonprofit mission has unveiled over 200 documents that offer an inside look into the relationship between OpenAI and Microsoft. Musk, an OpenAI co-founder, is seeking up to $134 billion in damages, with a jury trial scheduled for this Spring. The files reveal how Microsoft pursued, rebuffed, and backed OpenAI at various moments over the past decade. The previously undisclosed emails, messages, slide decks, reports, and deposition transcripts show how Microsoft ultimately shaped the course of the lab that launched the generative AI era.
</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%2Ftechcrunch.com%2F2026%2F01%2F20%2Fx-open-sources-its-algorithm-while-facing-a-transparency-fine-and-grok-controversies%2F%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/mpJoMTlp66zaVEMNATwjGn6cC3_kL23ah3iPHmlaokw=441">
<span>
<strong>X open sources its algorithm while facing a transparency fine and Grok controversies (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
X has open sourced its algorithm, giving the world a peek behind the company's algorithmic curtain. The site's algorithm considers engagement history and surveys recent in-network posts when finding content for individual users. It conducts a machine-learning-based analysis of 'out of network' posts that it believes the user might also find appealing. The algorithm then filters out certain kinds of posts, as well as content deemed too violent or spam-like, and ranks the content based on what it thinks users will find most appealing.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">π</span></div>
</div>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;">
<h1><strong>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%2Flinks.tldrnewsletter.com%2FHQOwBt/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/xpB75P5yivfj1I9hTJ_R2wBvRfgOcge8u9OEvA9Qiiw=441">
<span>
<strong>Moderna, Merck Report Positive Results From Cancer-Vaccine Study (1 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
In a Phase 2b trial, Moderna and Merck's cancer vaccine reduced the risk of relapse or death in melanoma patients by 49% when used in combination with Merck's immunotherapy Keytruda, compared to when using Keytruda alone. The results illustrate mRNA's potential in cancer care. The treatment continues to demonstrate sustained and clinically meaningful improvement. The companies are currently running eight Phase 2 and Phase 3 clinical trials across multiple tumor types.
</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%2Farstechnica.com%2Fspace%2F2026%2F01%2Fthe-first-commercial-space-station-haven-1-is-now-undergoing-assembly-for-launch%2F%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/j4fF7QHksolBlZPV0B-n9mgV1tKeVaEM5L8_Y-BZmkg=441">
<span>
<strong>The first commercial space station, Haven-1, is now undergoing assembly for launch (14 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The International Space Station is due to be decommissioned in less than five years, but NASA has yet to formally publish rules and requirements for a potential replacement. There are currently four main contenders for NASA's commercial space station program: Voyager Technologies, Axiom Space, Blue Origin, and Vast Space. NASA is expected to select one or two of these companies for contracts later this year. This article contains an interview with Vast's chief executive, Max Haot. Vast is currently building a smaller interim space station capable of short-duration stays called Haven-1.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">π»</span></div></div>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;">
<h1><strong>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%2Flinks.tldrnewsletter.com%2FePhqQc%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/FzKbhF7S3PZT54XWSzKTVFrROsmUGdTnmMXXDi1rDNI=441">
<span>
<strong>π How many dashboards is too many? (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Every new monitoring tool, service, or "quick integration" adds another dashboard to the pileβand before you know it, you're spending more time switching between tools than actually building. With <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FePhqQc/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/qAEsGmi09XWlgmu0liIqNfiMDnrOdU2Oht8q9X52Goo=441" rel="noopener noreferrer nofollow" target="_blank"><span>Microsoft Azure</span></a>, your entire stack lives in one workspace: infrastructure, data, AI, and more. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Flinks.tldrnewsletter.com%2FePhqQc/2/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/vmnBOQ1zx6M9ZETTFhiUqeijaqbHePNNFrETTymQ6aI=441" rel="noopener noreferrer nofollow" target="_blank"><span>See how Azure brings it all together β</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%2Fcra.mr%2Fmcp-skills-and-agents%2F%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/tPDS8UoR3m9MUw26IJEM2yQgCT9mLo8XbPXFifbvU8c=441">
<span>
<strong>MCP, Skills, and Agents (10 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Harnesses are constantly improving by iterating on what works well. However, every time someone releases a new behavior, the thought leaders of the internet determine that it has replaced all previous functionality. Developers should try both skills and MCP to learn the fundamentals of how the technology works and what that means for managing the context window. How the technologies shift in the future depends entirely on the workflows they help people solve.
</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%2Fskills.sh%2F%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/Oj03yHtY6rYkC6Hy0bNbCa8eA9tdHlRVn69YQDw94mg=441">
<span>
<strong>Skills.sh (Website)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Skills are reusable capabilities for AI agents. This site contains an open agent skills ecosystem with a collection of skills anyone can install with a single command to enhance their agents with access to procedural knowledge. The site contains thousands of skills. The index is searchable and shows how many times each skill has been installed.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">π</span></div></div>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
</div>
</td>
</tr>
</tbody>
</table>
<table bgcolor="" style="table-layout: fixed; width: 100%;" width="100%">
<tbody>
<tr>
<td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.seangoedecke.com%2Faddicted-to-being-useful%2F%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/mJqTTqwSQPHEW_XmKuFgpbcvum55UEoMmUoj5rERgsw=441">
<span>
<strong>I'm addicted to being useful (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
People think software engineers are addicted to being useful, driven by an addiction to solving puzzles, or drawn by power and money. What actually motivates software engineers is often more of an internal compulsion. It's worth figuring out what really motivates you so that you can harness that compulsion most effectively.
</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%2Fmuratbuffalo.blogspot.com%2F2026%2F01%2Fagentic-ai-and-mythical-agent-month.html%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/PWqVc2ghtv3RoVrTBhCXVD1_HKv_cHjThsHZqHMjR7s=441">
<span>
<strong>Agentic AI and The Mythical Agent-Month (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The concept of 'Scalable Agency', where a developer could theoretically spin up thousands of agents to complete tasks faster, relies on a flawed assumption that software engineering is an embarrassingly parallel task. Context loading is not the same as common knowledge, and reading tokens is not the same as understanding the causal chain of changes across a system. Adding manpower to a late software project makes it later. Multi-agent systems do not escape this law, they simply hit the wall of state-space explosion faster than humans do.
</span>
</span>
</div>
</td>
</tr>
</tbody>
</table>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;"><span style="font-size: 36px;">β‘</span></div></div>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding-top: 0px; padding-bottom: 0px;">
<div class="text-block">
<div style="text-align: center;">
<h1><strong>Quick Links</strong></h1>
</div>
</div>
</td>
</tr>
</tbody>
</table>
<table bgcolor="" style="table-layout: fixed; width: 100%;" width="100%">
<tbody>
<tr>
<td style="padding:0;border-collapse:collapse;border-spacing:0;margin:0;" valign="top">
<table align="center" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td class="container" style="padding: 15px 15px;">
<div class="text-block">
<span>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-602d30e5001e%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/l-UpbpaffpCAZcMjXJnSJkAbvMs9Atn7GQBnY9HCW4A=441">
<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 class="c-link" href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F3b21aaf8-dea5-4127-be71-602d30e5001e/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/fMzz3qP3FUHXHVgv8cfHh48_krH3u2qmlXY9e793ayM=441" 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%2Fgithub.com%2Fpuffinsoft%2Fsyntux%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/HPctjHf70ssMsj5i8ahX6rCGwJbNuk4lfOOqqo3fsO4=441">
<span>
<strong>syntux (GitHub Repo)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
syntux is a generative UI library that is consistent and flexible.
</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.strangeloopcanon.com%2Fp%2Fthe-tragedy-of-the-agentic-commons%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/mTOunepGmp9hD_2UvXvtYjpIGZABaos4n5RBnxWpeh0=441">
<span>
<strong>The Tragedy of the Agentic Commons (18 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI agents help facilitate better match quality through centralized mechanisms in 'thin' markets.
</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.jbecker.dev%2Fresearch%2Fprediction-market-microstructure%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/8-WFVmJ7193WGQ4C3Y99c3DVj7njG2b33n7A4YwIhN8=441">
<span>
<strong>The Microstructure of Wealth Transfer in Prediction Markets (26 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Prediction markets are creating a systematic wealth transfer, where impulsive Takers pay a structural premium for affirmative outcomes while Makers capture an 'Optimism Tax' simply by selling into this biased flow.
</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%2Fdri.es%2Fsoftware-as-clay-on-the-wheel%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/RqVb26IJPK-vXQWcRAKbpt17FhbAtR8p7VIhYzbG3c8=441">
<span>
<strong>Software as clay on the wheel (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Just like when working with clay, when software doesn't work, you throw it back, refine it, and spin again until it's right.
</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%2Farstechnica.com%2Ftech-policy%2F2026%2F01%2Fnetflix-to-pay-all-cash-for-warner-bros-to-fend-off-paramount-hostile-takeover%2F%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/6CTA5AG69EQnzJInZ3SH0a3obA1FgEFIrK1ipg0dDp4=441">
<span>
<strong>Netflix to pay all cash for Warner Bros. to fend off Paramount hostile takeover (8 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Netflix originally planned to buy each Warner Bros. share with $23.25 in cash and $4.50 in Netflix stock, but it has amended the deal to sweeten the offer for shareholders.
</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%2Fpipenet.dev%2F%3Futm_source=tldrnewsletter/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/DMbOfdR16zxooiEfv7qZqIef8vAH4znRg8tgZRowDMg=441">
<span>
<strong>pipenet (Website)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
pipenet is an alternative to localtunnel that bundles client and server to host self-hosted tunnel infrastructure for full control over security, domains, and availability.
</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/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/LBF0VvOlvmhQMYKD-nYuGBqdOmciBGhC1TXQm6qMac0=441" 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%2F1/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/5gb-tXobhMNrhiZMf_FOj_PZf7SNxgIxyKiRu7M6Z-E=441" style="font-size: 16px; line-height: 1.6; padding: 10px 0; display: inline-block; text-decoration: underline;"><span style="mso-text-raise:13pt; text-decoration: underline;">Track your referrals here.</span></a>
</td>
</tr>
</tbody>
</table>
<table align="center" bgcolor="" border="0" cellpadding="0" cellspacing="0" width="100%">
<tbody>
<tr>
<td align="left" style="word-break: break-word; vertical-align: top; padding: 5px 10px;">
<p style="padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.6; font-weight: bold;">
Want to advertise in TLDR? π°
</p>
<div class="text-block" style="margin-top: 10px;">
If your company is interested in reaching an audience of 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/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/GT0X3y6M4F9EH52TomqRctU9BAFFPE8qAFy9sMicCAE=441"><strong><span>advertise with us</span></strong></a>.
</div>
<br>
<!-- New "Want to work at TLDR?" section -->
<p style="padding: 0; margin: 0; font-size: 22px; color: #000000; line-height: 1.6; font-weight: bold;">
Want to work at TLDR? πΌ
</p>
<div class="text-block" style="margin-top: 10px;">
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/K5PLeMDxFJdw-_VboDV3AD8-DfAZfjuCMCbpDd8f-6Q=441" 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-d3e165357871/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/5yAm7s25YL7DAZAmozEP47lP0N0OUM6RaHkv7N1YZ5A=441" 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/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/OIbK107X7HtL5yDWz4qhRZF6mjlK5gQTFZ-Jxd-txSc=441" 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/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/WlC03u1zBDSYKlJJ0_rRwmr59cE-5eKGG2dQMPLB6ew=441"><span>Dan Ni</span></a> & <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftwitter.com%2FSteveFlanders22/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/xu0tePVhdD9vuKwyuoiDLpHHOB5T3tYH4AHq_E8_i7E=441"><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/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/qQR24Md-AgMQyYURRS-c6Rzw_KcajbxYOYSuflWfZjI=441">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=73b9ed06-f6aa-11f0-9c4b-db9333cbb606%26pt=campaign%26pv=4%26spa=1768993280%26t=1768994344%26s=63c9ace68849430050fafd952e26f7c441135709a66733f55665e22e240d4e42/1/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/s1VPiY4RtlW1QIRs5pzKQ6loputZcEwkWHDpnO64XR0=441">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/CI0/0100019be0478d00-a7a3f8c2-f6d0-44eb-9c08-3d2793148119-000000/VvlYlXN5RQlQgLwN0dipLVvlmISgSnF4wj66TnqRsLo=441" style="display: none; width: 1px; height: 1px;">
</body></html>