<!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;">Presence is a new enterprise product from OpenAI for deploying and managing voice AI agents and chatbots across customer-facing and internal </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/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/S2YbTllBRJoOCyxajTyyxBbH9G2fMfA_HUoALEnXXgI=452" 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/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/OPw0KtFOhggvWd8s9rjSgAW9nz00sU20LE1dbhQ3seM=452" 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=e398d6da-866c-11f1-9993-f7543bce1949%26pt=campaign%26t=1784802594%26s=5095af3cdec841dfe88c1b0a5aace22b49c2618a53202715ca0379cd901db5e2/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/Te3TwwRX4Il2eqktgrAyFikrP1Ra3t3bqSteSqtYeN4=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%2Fref.viktor.com%2Fvik-tt-primary4/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/DEHhARnmhs4ykx3-hWpBYo6IlH4YikXnWZp7ZwO9Gok=452"><img src="https://images.tldr.tech/viktor2.png" valign="middle" style="vertical-align: middle !important; height: 100%;" alt="Viktor"></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">2026-07-23</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.viktor.com%2Fvik-tt-primary4/2/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/nIypBojJzLUKkHPpVxiA-bgXSclYnGML_S-CWBJgfbk=452">
<span>
<strong>Hampton budgeted $440K in hires. 44 days after installing Viktor, none are on the calendar. (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Hampton, a private network for 1,000+ founders, installed Viktor on April 12. Within 44 days: 18 staff on it, 12 web apps built, 26 scheduled tasks running, and 887 CEO threads. "Data or reports, we are now editors, not creators," says Jori Bell, VP Core Experience. Viktor is an AI employee in Slack and Microsoft Teams. It connects to 3,200+ tools and ships real work: decks, dashboards, code PRs, internal apps. Every action needs your team's approval. 45,000+ teams use it. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fref.viktor.com%2Fvik-tt-primary4-cta/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/JNdzXlAsQPaGSLD3cvDI1XNyGeKfjlOdpCRQm6akSas=452" rel="noopener noreferrer nofollow" target="_blank"><span>Start free. $100 in credits →</span></a>
</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>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%2Fventurebeat.com%2Forchestration%2Fopenai-unveils-presence-a-new-platform-that-lets-enterprises-launch-and-manage-realtime-voice-agents-and-chatbots%3Futm_source=tldrnewsletter/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/r3cFnaHBJjIKBLm90jmrXOP6FCbre4FZCqVPRozLh7M=452">
<span>
<strong>OpenAI unveils Presence, a new platform that lets enterprises launch and manage realtime voice agents and chatbots (12 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Presence is a new enterprise product from OpenAI for deploying and managing voice AI agents and chatbots across customer-facing and internal business workflows. It is designed for eligible enterprise customers who want agents that operate under company-defined policies, permissions, and evaluation standards. Presence is now available through a limited general availability program led by OpenAI forward-deployed engineers and select global systems integrators. OpenAI has not disclosed pricing, geographic limits, contractual terms, or expected costs for integration.
</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%2FCNP9lU/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/Rlh_OZ9yArUL9cCFKs4v_xOljdPTci38njXGiP1Fx30=452">
<span>
<strong>Apple Plans Overhaul of MacBooks, iMac in Push to Meet AI Demand (6 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Apple is preparing to debut new versions of every Mac it sells. The wave of new devices will begin with a refreshed low-end 14-inch MacBook Pro and new iMacs. The machines will likely start shipping in the fall. Apple is preparing to launch a device leasing program that includes the Mac on July 28.
</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%2Ftechcrunch.com%2F2026%2F07%2F22%2Fscience-corporations-vision-restoring-chip-wins-eu-approval%2F%3Futm_source=tldrnewsletter/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/hCn2_BrgltcBJYvMBWENwLscwzhjaEWAWpWAlUHqTnw=452">
<span>
<strong>Science Corporation's vision-restoring chip wins EU approval (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Science Corporation has won approval from Europe's medical device regulator to begin selling its PRIMA device, which restores vision lost from age-related macular degeneration. The device has also received a designation from the US FDA, the first step toward an expedited regulatory review. It requires an hour-long outpatient procedure that plants a small chip in the back of the eye. The product gives functional vision through camera-equipped glasses that transmit a view of the world to the chip.
</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%2F07%2F22%2Ftravis-kalanicks-robotics-company-raises-1-7b-led-by-a16z%2F%3Futm_source=tldrnewsletter/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/tehugoI6CQbhyw5hxlsJW0xEa8ccsHDTucO03QUU1CM=452">
<span>
<strong>Travis Kalanick's robotics company raises $1.7B, led by a16z (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Travis Kalanick's robotics company, Atoms, has raised $1.7 billion in a funding round joined by Uber, reconnecting Kalanick back with the company he founded. Atoms is a rebranded holding company created from a ghost kitchen project Kalanick has been working on since he resigned from Uber. Kalanick has yet to go into specifics about what he wants to build with Atoms, but he has indicated he wants to build a wheelbase for robots and make everyone more productive. A large portion of the funding will likely go toward hiring.
</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%2Fwww.datadoghq.com%2Fresources%2Fstate-of-ai-engineering%2F%3Futm_source=tldrnewsletter%26utm_medium=newsletter%26utm_campaign=dg-content-researchreport-2026stateofaiengineering-ai-multi-ww-en-701vy00000mzxcfyaq-tldr-secondary-072326/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/fdLU6VSNq7zE0eUAJ71i4dZPqn-vBc9h0GYBHkvdAg8=452">
<span>
<strong>How are teams actually using AI at scale? Here's what LLM telemetry from 1,000 orgs says (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Thousands of Datadog customers use AI every day. In <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.datadoghq.com%2Fresources%2Fstate-of-ai-engineering%2F%3Futm_source=tldrnewsletter%26utm_medium=newsletter%26utm_campaign=dg-content-researchreport-2026stateofaiengineering-ai-multi-ww-en-701vy00000mzxcfyaq-tldr-secondary-072326/2/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/E4m6Alb8xJ9mnRXQ9obcg54kQekeM8kJ6nYQFYmT9_A=452" rel="noopener noreferrer nofollow" target="_blank"><span>this report</span></a>, that data shows how model adoption is shifting, why LLM tech debt is compounding, and how agentic workflows are changing observability. Read it to learn where hidden token costs come from and why prompt caching is underrated. <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.datadoghq.com%2Fresources%2Fstate-of-ai-engineering%2F%3Futm_source=tldrnewsletter%26utm_medium=newsletter%26utm_campaign=dg-content-researchreport-2026stateofaiengineering-ai-multi-ww-en-701vy00000mzxcfyaq-tldr-secondary-072326/3/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/RDU2V_c25lW1tKCnrrwY43UYhewZXxaLPpACKge8Tq8=452" rel="noopener noreferrer nofollow" target="_blank"><span>Download your copy</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%2Fwww.spronta.com%2Fblog%2Fstate-of-webmcp-july-2026%2F%3Futm_source=tldrnewsletter/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/pri1xXO7H4EO5z6vQbFx0005xdYcAKbk6cxWnRZQAho=452">
<span>
<strong>The State of WebMCP (16 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
WebMCP lets web pages register typed JavaScript functions that browser AI agents can call. While there is strong industry support behind the spec, site adoption is close to zero. No mainstream agent consumes the tools yet, but Google says Gemini in Chrome will be the first. The API changed locations in a recent draft, which means early adopters already carry migration debt.
</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%2FXcrQDk/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/UnPIsAP9KM6gUJ1pr0k9dT_tp7N4kDy0XvayO3gl8cs=452">
<span>
<strong>Durable Objects are Made for Agents (11 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Cloudflare Durable Objects are a primitive that combines a serverless V8 isolate for running code, a paired SQLite instance, and request routing to a particular isolate. They allow developers to start thinking about their service as a set of many event-driven objects rather than as a bunch of services talking to a database. Durable Objects run explicitly in a single-threaded manner and come with native support for WebSockets. They are cheap and extremely token-efficient.
</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%2Fabhi.now%2Fblog%2Fcalm-technologies%2F%3Futm_source=tldrnewsletter/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/aAK1jzJUqPj-o-8ovfXo7JuqNrkU5sj63sAfuG_Wg_w=452">
<span>
<strong>Calm Technologies That Excite Me (14 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Technology should enable rather than subjugate. Gaining more information and speed through our tools doesn't usually result in us being able to relax more - it usually just means our deadlines get shorter. The desire for calmer compute has grown past the stage of indie projects and tiny scales. This post looks at several projects that help us rest and create a space where our thoughts can be mulled over without being bombarded with information.
</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%2FUG5mWJ/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/O20ebxht_1tRoor9b75tfAjDgtSeBvdJbemXSuZXkFM=452">
<span>
<strong>The problem with hypergrowth AI startups (7 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Startups that have had explosive AI-driven revenue growth may be in trouble. Most of these companies are scaling revenue by reselling inference at very low (and sometimes negative) margins. The value of the products or services they're providing isn't adding anything on top of the intelligence they are reselling. While VCs seem excited about this growth, the business model is unsustainable.
</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.granola.ai%2F%3Fvia=adops-tldr-tech%26dub_id=MabexYLzwvWqfuns%26utm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-07-23_Quick%2BLinks_Granola%26utm_content=header_connect_granola_claude/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/mccOfjsYNuyLkBGrTmepgmuRAFEdG8QlguzIxJC0FNU=452">
<span>
<strong>Connect Granola to Claude and turn your meetings into... anything (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Want Claude to open a support ticket based on a client call? Want to build an automation that summarizes your daily standup to Slack? <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.granola.ai%2F%3Fvia=adops-tldr-tech%26dub_id=MabexYLzwvWqfuns%26utm_source=TLDR%26utm_medium=newsletter%26utm_campaign=2026-07-23_Quick%2BLinks_Granola%26utm_content=cta_build_it_granola/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/dr-YZR0KS1jXR-HxyI7ysF-h24BSNaP9h55QNanVeFk=452" rel="noopener noreferrer nofollow" target="_blank"><span>Build it with the Granola MCP integration</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%2FOugr5l/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/XsFfbTHXAkIJx2FKaVFSHeGA6-yMd6-ldr2Sb7VIA2o=452">
<span>
<strong>AMD and Anthropic Sign Major Chips-and-Investment Deal (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Anthropic will purchase up to 2 gigawatts of AMD's Instinct MI450 chips starting in the first half of 2027, and AMD will invest up to $5 billion into Anthropic as certain deployment milestones are met.
</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.electrive.com%2F2026%2F07%2F22%2Fmy-colleague-the-robot-optimus-learns-from-tesla-employees-in-grunheide%2F%3Futm_source=tldrnewsletter/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/ns2O7_NpDWjDiLb5SVaaRVlmhHI4TNBf90NpV9SYJfs=452">
<span>
<strong>Tesla to train Optimus with employees at Grünheide plant (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Tesla will record employees' patterns during assembly work to help train its humanoid robot, Optimus.
</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%2Fantirez.com%2Fnews%2F170%3Futm_source=tldrnewsletter/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/bg2xsyODmuoIZsSCbIKP_5hKsgznrvXU0JID9h7Xb7c=452">
<span>
<strong>Not just development, distribution of software may change as well (4 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Software is now more malleable than ever, which means it can be released in a more fluid way.
</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%2F9u8Aun/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/72iqfde_BBI1aT7iB0JS9hYV5Dn9B5M-j9YgCxj2PGM=452">
<span>
<strong>Sierra MCP Gateway Dev Diary (18 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
This post looks at how engineers built Sierra's MCP Gateway and the kinds of problems that needed to be solved.
</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%2F07%2F22%2Ftesla-spending-skyrockets-as-cybercab-semi-megapack-production-timeline-slips%2F%3Futm_source=tldrnewsletter/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/2bsB011AnX1sHIMToCPH533ebvhAw-cX0aOjyADgQxs=452">
<span>
<strong>Tesla spending skyrockets as Cybercab, Semi, Megapack production timeline slips (5 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Tesla is no longer planning to reach volume production of the Cybercab, the Tesla Semi, or the Megapack 3 in 2026.
</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%2FOgeCtw/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/VFGqJI9RjZjn3-ik9rRSWcDls_3CQt0tK35ZeBIdF7o=452">
<span>
<strong>Why hasn't AI increased unemployment? (13 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
AI complements human domain expertise, and it still relies on humans in the loop to direct and evaluate the most complex work.
</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/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/d_fnDBIzL71SOJrL2kdau6htgIKG1ECw7j4qLFSzERE=452" 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%2F1/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/cLw86tx9RBy6-s_sM5XY_CvRqV9Xrb-D4ROp70O-ir8=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 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/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/cgzlZ7NaV1CmGqLLyNMzKEQBMAdXg0pbsnzImeUeFk4=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/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/S3mnjmRY1LBhNxZf146UqzbCusviGjIVSvUJGcAWF0Q=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-d3e165357871/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/NRc_PFL2TG6kTc2JjiCosY9DhEbyW37IT4-V-uJrePo=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/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/oKO0E0LxYh4GRnK9lbzASUdlyTj2QbQw3Vf99sEesME=452" rel="noopener noreferrer" style="color: #0000EE; text-decoration: underline;" target="_blank"><strong>Inc.'s Best Bootstrapped businesses</strong></a> of 2025.
</div>
<br>
<div class="text-block">
If you have any comments or feedback, just respond to this email!
<br>
<br> Thanks for reading,
<br>
<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftwitter.com%2Ftldrdan/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/IVlX_i8Z54uFAKXETgrs9Q0iKoAOJrduemSXEBNFaCA=452"><span>Dan Ni</span></a> & <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftwitter.com%2FSteveFlanders22/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/M-pPJ2qPaM5P1XGBURYpU1jMnSUVn_JX2i4fx75wGi8=452"><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/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/5Di1tJe56Dz89B34JHLts12NGqNTguAn72bhXykzNXU=452">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=e398d6da-866c-11f1-9993-f7543bce1949%26pt=campaign%26pv=4%26spa=1784800899%26t=1784802594%26s=5d36df0e9c8a76f743a7c8ae55dcab5e7eb8a9805582e15b9332543de85d1490/1/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/pErLSXkcP5cvN7QQ9STo2jiM2f33rECVHqEO2O8UTwQ=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/CI0/0100019f8e864e08-f7e696ff-e1b6-431d-aa7b-071330d87671-000000/YOUZXqgWu09qs5IxNnIofruBx0HaIV7eUC2k6Pc-CW4=452" style="display: none; width: 1px; height: 1px;">
</body></html>