<!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;">OpenAI's Realtime API, powered by gpt-realtime, enables developers to build reliable, production-ready voice agents. It supports remote MCP servers </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/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/V7AWizTsQhCKm3UHbpAp0X-I3B1-lrrh_9ESIOBN-n4=420" 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/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/iLgZ0hNsq_AZW8hzxr0Iev1uqyYzoq3Xv2Q2_2FdyNs=420" 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=4d09be9c-84aa-11f0-9c5d-57326d9a655a%26pt=campaign%26t=1756462663%26s=77fb3d775c2ea133affeb1cfb9575b397bf7f24b88193c610300d433caad55a7/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/vFh_aoIb03ZDKpDtFjbRb-P3JGPdUJB2gq8ePdxy2Ao=420"><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></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">2025-08-29</span></strong></h1>
</div>
</td></tr></tbody></table>
<table style="table-layout: fixed; width:100%;" width="100%"><tbody></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%2Fwww.cnbc.com%2F2025%2F08%2F28%2Fmicrosoft-tests-mai-1-preview-ai-model-boost-to-copilot-rival-openai.html%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/Z4Qqkh8a-G7CbPAtfiIO2i-kkOg5uxH8HbtYHWLyOiI=420">
<span>
<strong>Microsoft starts testing AI model that could escalate competition with OpenAI (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Microsoft has started testing its MAI-1-preview model on LMArena. MAI-1-preview is a foundation model trained end-to-end in-house by Microsoft. The model will be rolled out for certain text use cases within Copilot over the coming weeks. Developers can fill in a form to request early access.
</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.teslarati.com%2Felon-musk-reveals-when-spacex-will-perform-first-ever-starship-catch%2F%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/FpqZdMBbutoi3LcFDpcht9J5JEWcn2F8bcoqW4apZOo=420">
<span>
<strong>Elon Musk reveals when SpaceX will perform first-ever Starship catch (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Elon Musk says that SpaceX will attempt to catch Starship on Flight 13, 14, or 15, depending on how well the V3 flights go. The V3 rocket is more powerful than V2 in terms of initial thrust and booster thrust, and it has a higher payload-to-orbit rating. V4 will likely be the first version to carry humans to space. Musk has previously said that SpaceX hopes to attempt a catch of Starship this year, but the company will need to launch two more flights before the end of the year to get to his expected first catch attempt of Flight 13.
</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%2Fresearch.33fg.com%2Fanalysis%2Fstarship-will-reduce-bandwidth-launch-cost-by-up-to-50x%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/gb3Rsx7l9ZGo-2iPa9ukc7zDIajN5Yp_JfSybMFC7MM=420">
<span>
<strong>Starship Will Reduce Bandwidth Launch Cost by up to 50x (12 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Even if fully expendable, Starship already has an around 40% lower cost per kilogram than a mature Falcon 9. With reuse, Starship's cost per kilogram quickly falls towards a $60 per kilogram floor. Starship introduces a different cost regime that will transform the industry to be supply-rich, price-flexible, and capability-driven. For Starlink, this will mean faster scale, richer service tiers, and room to price for demand and margin.
</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%2Fnewatlas.com%2Fenergy%2Flargest-sand-battery-finland-pornainen%2F%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/bXvjt3r8GOEK62F1rTTzHQp4l5Mrw9JBWqgtMt7TVpE=420">
<span>
<strong>The world's largest sand battery just went live in Finland (4 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Finnish Firm Polar Night Energy has built an industrial-scale sand battery in Pornainen, Finland. The battery is set to reduce carbon emissions from the local heating network by as much as 70%. At 42 feet tall and 50 feet wide, the battery can store up to 100 MWh, enough to heat the whole town for a week. The sand battery can hold a charge for months at a time, helping balance the energy grid during periods of high demand. A video of the battery being put together is available in the article.
</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%2Flinks.tldrnewsletter.com%2FbLsH1u/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/nwgqz28U-ryYnYpCKE4CnW4q2OV-beEAVpWxILBX97s=420">
<span>
<strong>Introducing gpt-realtime and Realtime API updates for production voice agents (8 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
OpenAI's Realtime API, powered by gpt-realtime, enables developers to build reliable, production-ready voice agents. It supports remote MCP servers, image inputs, and phone calling through Session Initiation Protocol. OpenAI has released two new voices in the Realtime API, Cedar and Marin. OpenAI's most advanced speech-to-speech model yet, gpt-realtime shows improvements in following complex instructions, calling tools with precision, and production of speech that sounds more natural and expressive.
</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%2Fq1njJB/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/XtYXaqX4h-wlg4Kv_km92nsYomM1MuQwA2Nv33EDDfs=420">
<span>
<strong>Grok Code Fast 1 (7 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
grok-code-fast-1 is a speedy and economical reasoning model that excels at agentic coding. xAI built the model from scratch using a brand-new model architecture. The model has mastered the use of common tools like grep, terminal, and file editing. It is free for a limited time for users of select launch partners, including GitHub Copilot, Cursor, Cline, Roo Code, Kilo Code, opencode, and Windsurf.
</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%2Fatelfo.github.io%2F2024%2F12%2F20%2Fwill-all-our-drugs-come-from-china.html%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/eCXV8IVFxn5HVFzrLI9gohoYKMVHFNihy-UpppLARTM=420">
<span>
<strong>Will all our drugs come from China? (18 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The West's big car manufacturers are facing an existential threat from Chinese manufacturers, which relatively recently began pushing the boundaries of performance, cost-efficiency, driver experience, and autonomy. Western carmakers have been content to innovate in a gradual way for far too long, and it could cease to be competitive. This could also happen to the biotech industry. There has been a steady rise in Chinese companies as a source of genuinely new drugs. Chinese companies are now responsible for about a quarter of new trial starts.
</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%2Fpiccalil.li%2Fblog%2Fare-peoples-bosses-really-making-them-use-ai%2F%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/AAdoOzN7pk2PXljZXLgL2NhutM-D4qtpsHPnRUf7yOQ=420">
<span>
<strong>Are people's bosses really making them use AI tools? (13 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Many companies are making employees use AI tools, outsourcing responsibilities to a technology that often gets things completely wrong. AI is completely incapable of doing analytical work that requires creative and soft skills and a lot of experience. Large language models are language processing systems, so it shouldn't be surprising that they can only regurgitate generic advice. Workers stuck using AI tools need to document their use carefully so they are able to demonstrate how the tools cause problems, slowdowns, or other disappointing outcomes.
</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%2Fjobs.ashbyhq.com%2Ftldr.tech%2F74d01bf7-3144-4933-9dd2-0cc915f46c08%3Futm_source=tldr/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/EoK3sIRsNxYTudHcdK2yG61DEJXcj9ejcPgC3NIZ9S0=420"><span><strong>We're looking for a growth marketing lead to help grow TLDR! (Fully Remote, $150k-$200k)</strong></span></a><br><br><span style="font-family: ;">TLDR is hiring a <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F74d01bf7-3144-4933-9dd2-0cc915f46c08%3Futm_source=tldr/2/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/EYiXSigJBQ9_Y0nu9w0e3xY5liQ8nCqz3xyMRWlsjGw=420" rel="noopener noreferrer nofollow" target="_blank"><span>Growth Marketing Lead</span></a> with deep expertise in Meta ads to help us grow our subscriber base.<p>If you're excited to work with the latest AI tools, discover and scale non-obvious growth channels, and work with a fast-paced fully remote team to grow our newsletters beyond 7 million subscribers, <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fjobs.ashbyhq.com%2Ftldr.tech%2F74d01bf7-3144-4933-9dd2-0cc915f46c08%3Futm_source=tldr/3/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/gA5MGenFnhAE1VrDzCUfHFwwySbYD-Ul2l_p_mV2m94=420" rel="noopener noreferrer nofollow" target="_blank"><span>please apply here</span></a>.</p><p>Refer a friend to <a href="mailto:jobs@tldr.tech" rel="noopener noreferrer nofollow" target="_blank"><span>jobs@tldr.tech</span></a> and if we hire them we'll send you $5k!</p></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%2Fgo.clerk.com%2FbGKd8Cl%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/3gAxT1FgKld1OZyBHBUirv24G7K_Kpb2M0VE417r3jI=420">
<span>
<strong>Turn Your Lovable App Into a Multi-Tenant SaaS (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Clerk's Organizations handle workspaces, teams, and auth flows so you can focus on product, not identity plumbing.
</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%2Fdsyme.net%2F2025%2F08%2F27%2Fon-continuous-test-improvement%2F%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/iZqdCSg1ov1OLj-LFBese4CBXzM1ROiDcTRBkFzvXpE=420">
<span>
<strong>On Continuous AI for Test Improvement (3 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Using AI for Continuous Test Improvement can make software better, higher quality, and more tested.
</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%2Fthedefiant.io%2Fnews%2Fblockchains%2Fgoogle-unveils-layer-1-chain-for-banks-with-python-based-smart-contracts%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/gx7zunGDR-l40t3w5VCmhHDDkP72jtw61uAV2-NgZPg=420">
<span>
<strong>Google Unveils Layer 1 Chain for Banks with Python-based Smart Contracts (2 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
The Google Cloud Universal Ledger (GCUL) is a credibly neural and performant Layer 1 that enables Python-based smart contracts.
</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%2Fopensourcesecurity.io%2F2025%2F08-oss-one-person%2F%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/SooC3UGrmYdlM6wpxAPWv6tmBQ0XnhjVbP9oYrRaUQg=420">
<span>
<strong>Open Source is one person (8 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Most open source projects are maintained by independent individuals.
</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%2Ftldr.tech%2Fai%2F%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=quicklinks08292025/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/LGbP_Da21rvkF4gyYm56XRjNygUigcR0DCLB4lvYhYo=420">
<span>
<strong>Craving more AI in your inbox? (Sponsor)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
TLDR AI is your daily fix of LLMs, GenAI, and deep learning goodness. Same TLDR format. Still free.<p></p><p><a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftldr.tech%2Fai%2F%3Futm_source=tldr%26utm_medium=newsletter%26utm_campaign=quicklinks08292025/2/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/PBSapiXN6Q-GPdyEacqlY81I7v4KN0QwkL4Tk1EOZic=420" rel="noopener noreferrer nofollow" target="_blank"><span>Subscribe now.</span></a>
</p>
</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%2Flyra.horse%2Fblog%2F2025%2F08%2Fyou-dont-need-js%2F%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/6OEgV-T1blvcaoTChTQruvRYahtRt5w1_dHPXj_6Fvg=420">
<span>
<strong>You no longer need JavaScript (36 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
It's pretty incredible what HTML and CSS alone can achieve.
</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%2Fadamsmith.cc%2Fthe-four-styles-of-confidence-on-a-team%2F%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/S92yj7jJk341gv97IbHZ3ePPr30pzaOifX_DwoWu5Ro=420">
<span>
<strong>The Four Styles of Confidence on a Team (14 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
Teams need people who can estimate how likely they are to be right and can communicate their level of confidence 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%2Fwww.seangoedecke.com%2Fthe-simplest-thing-that-could-possibly-work%2F%3Futm_source=tldrnewsletter/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/H8LBWFZRqJDWT071qO8ef8wETdwrd2wuQw5zFR7vyX0=420">
<span>
<strong>Do the simplest thing that could possibly work (10 minute read)</strong>
</span>
</a>
<br>
<br>
<span style="font-family: "Helvetica Neue", Helvetica, Arial, Verdana, sans-serif;">
A lot of engineers try to design ideal systems instead of spending that time understanding the current system deeply, then doing the simplest thing that could possibly 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;">
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/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/hqD7V0Pa8-m0ZJMxt0KfvXa40hZNRa-vKXqTnzRRfHc=420"><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/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/CeoFbcZZDJpkv8t1i3m6MAgG1wP4Zqe67GHNREtM7y0=420" rel="noopener noreferrer" style="color: #0000EE; text-decoration: underline;" target="_blank"><strong>Apply here</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!
</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/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/Y_X4WAClZoCgSxUqaVVl5c9EUHyC1ZVt6CfCFaCZuOI=420"><span>Dan Ni</span></a> & <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Ftwitter.com%2FSteveFlanders22/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/LmZ_Cnx9w0Drgaycg7IdVaRsIXZDG5LGcZDczgdpL8A=420"><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/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/MMTSPdiyQ8JX4l7f8JQh8Eseu0Ez5jEqwL_aeOB_l9Y=420">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=4d09be9c-84aa-11f0-9c5d-57326d9a655a%26pt=campaign%26pv=4%26spa=1756461639%26t=1756462663%26s=23d834fe2f8028f52ec1e0d5d65a0c7a4f23142723bc4fb04ff31ad937cd2766/1/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/A94qgFa3ojPQQazKMi2IhUybxClKwuzEXKB9ZGJ75bs=420">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/CI0/01000198f5554754-7965dba7-4540-4d76-aa4f-909f3c9ad6d0-000000/etzIjmr2Q4I2qJoJoNGHi9fginLtcVR0U4HC7xBGdP8=420" style="display: none; width: 1px; height: 1px;">
</body></html>