March 2026 Links
Why We Have Prison Gangs : Q&A whose ultimate answer is that gangs are a form of governance in a place that has little. Skarbek also talks about what being in a gang is like, rules they have in place (bedtime, taxes, no affiliating with sex offenders or former LEOs), similarities. Plane Crash : Delian gives a play-by-play of his plane engine cutting off mid-flight, culminating in him crash landing on a golf course. The lessons learned extended elsewhere, namely where else did he simply say "I'll do it later", when later wasn't guaranteed? Sirat is not about the end of the world : A great perspective on Sirat that contains spoilers. Everything you ever wanted to know about Roblox, but were afraid to ask a 12-year-old Maybe there's a pattern here? : Technology, no matter what its original pu
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March 2026 sponsors-only newsletter
<p>I just sent the March edition of my <a href="https://github.com/sponsors/simonw/">sponsors-only monthly newsletter</a>. If you are a sponsor (or if you start a sponsorship now) you can <a href="https://github.com/simonw-private/monthly/blob/main/2026-03-march.md">access it here</a>. In this month's newsletter:</p> <ul> <li>More agentic engineering patterns</li> <li>Streaming experts with MoE models on a Mac</li> <li>Model releases in March</li> <li>Vibe porting</li> <li>Supply chain attacks against PyPI and NPM</li> <li>Stuff I shipped</li> <li>What I'm using, March 2026 edition</li> <li>And a couple of museums</li> </ul> <p>Here's <a href="https://gist.github.com/simonw/8b5fa061937842659dbcd5bd676ce0e8">a copy of the February newsletter</a> as a preview of what you'll get. Pay $10/mont
How to Build Production Ready AgentScope Workflows with ReAct Agents, Custom Tools, Multi-Agent Debate, Structured Output and Concurrent Pipelines
In this tutorial, we build a complete AgentScope workflow from the ground up and run everything in Colab. We start by wiring OpenAI through AgentScope and validating a basic model call to understand how messages and responses are handled. From there, we define custom tool functions, register them in a toolkit, and inspect the auto-generated […] The post How to Build Production Ready AgentScope Workflows with ReAct Agents, Custom Tools, Multi-Agent Debate, Structured Output and Concurrent Pipelines appeared first on MarkTechPost .
Lichen as the common ancestor of all life on earth
I posit that the last universal common ancestor (LUCA) of all life on earth was a lichen, and that this simplifies a lot of the origin of life complexity. Let me explain why. All life is, of course, descended from one original organism. The last universal common ancestor (aka LUCA) is just that – the last point on a tree that has any surviving branches today. It’s not quite synonymous with “the first living organism”, but it’s probably close, since life differentiates quickly. It’s probably a single-celled microbe, since all of the early cladistic distinctions (bacteria, archaea, protists...) are microbes, so in the hunt for LUCA, we begin in the realm of cellular biology. “Mainstream” biology will tell you that this LUCA was an extremely minimal critter, probably sort of a cobbled-togethe
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Microsoft to invest US$1 billion in Thailand’s cloud and AI by 2028 - Thaiger
<a href="https://news.google.com/rss/articles/CBMikgFBVV95cUxQM1RUMEJzeE80dy1WUkgwcm5vMTB3NXdZaDQ0R0RIa0Z5dmt0amtCXzFIb3NveUtrWXhnSXFTZWQwSFBMVXVDU0ZPelVvRnJqdzZhWVZleGVId3RLTlBYYV85V2xaVEtjamw0OXluLTNHb1hscHJzMkVPWVJ0ckdtT0VvVEhPMGNUdVVuOUozMkxUQQ?oc=5" target="_blank">Microsoft to invest US$1 billion in Thailand’s cloud and AI by 2028</a> <font color="#6f6f6f">Thaiger</font>
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