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triggered checks reasoning
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Chris Tate
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14 September
Engineer at Vercel Labs as of 2026. Ships a steady stream of small developer tools — agent-browser, portless, json-render, native-sdk, the v0 SDK — and lists every one of them at ctate.dev.
emulate v0.11.2 is out Updates across six emulators: GitHub, Google, Resend, AWS S3, Slack, Microsoft GitHub → Raw Contents and README responses → Seed org members and admins → Checks handle branch and tag names with slashes → Org installation writes authenticate as the App bot Google → Calendar v3 discovery endpoint → RS256-signed ID tokens and JWKS for OIDC verification Resend → Idempotency keys for individual and batch sends, so retries don't create duplicate emails or webhooks AWS S3 → Preserve binary payloads on upload, copy, and download Slack → Truncate messages at 40,000 characters, w… Google Related
AI research engineer working on large language models. He writes the Ahead of AI newsletter and is the author of Build a Large Language Model (From Scratch).
Since I had to discuss the "pacing" with a lot of people this weekend, here are my two cents: I don't think pacing literally means that these companies will be "slowing down" training and development in any way. "Pacing" here means adding a framework for more checks. We have seen some of that "pacing" already in recent months, when Mythos wasn't released as-is but instead a delayed, nerfed Fable variant was released. Or when Astra wasn't released right away / there is an existing Astra model that hasn't been released yet. These Mythos/Fable and Astra pacing decisions were ad hoc. If you are a… Related
9 September
Co-creator of Django and creator of Datasette; writes daily at simonwillison.net.
"Deterministic code checks the result" sounds like they might be implementing a variant of the DeepMind CaMeL paper simonwillison.net
Quoting @dps One threat we’re particularly focused on is prompt injection, and we handle it in layers. The model is trained to recognize and resist it. The harness marks anything coming from an untrusted source. Deterministic code checks the result. And an ensemble of classifiers runs where the agent can't reac… Google Related
5 September
Co-founder and CEO of Every. Writes the Chain of Thought column about working with AI tools and hosts the podcast AI & I.
I love that @every has started to make “vibe checks” of new models a standard industry term Related
1 September
CEO of SafeGraph, host of the World of DaaS podcast, and author of the Summation newsletter; previously founded LiveRamp.
new summation pod with @nireyal, author of Hooked, Indistractable, and the new Beyond Belief. we get into why to-do lists are a trap, why 90% of your phone checks are an emotion and not a notification, and the surgeries people do fully awake with no anesthetic. youtube.com
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31 August
Design engineer; formerly at Linear and Vercel; author of Sonner and Vaul; teaches animations.dev.
One of my favorite details of Sonner: By default the toast disappears after 4 seconds unless you hover over it. But what if a toast is triggered and the user switches to a different tab? 4 seconds would pass and the toast would never be seen. That’s why there’s a `useIsDocumentHidden` hook that checks if the document (tab) is hidden, and if so, it will pause the timer. This can be done with the "visibilitychange" event listener on the document. A small detail that improves the experience. Related
Software entrepreneur who bootstrapped and sold FeedbackPanda and now builds Podscan; writes The Bootstrapped Founder.
„With a bunch of generous assumptions, legitimate requests are only about 2% of https://t.co/kEtDwEFcYq traffic — everything else are scrapers.“ Yeah this checks out. Anyone who has valuable data on their public site will have seen this. It’s horrendous. people.kernel.org
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20 May
Rust engineer at Google working on Android; maintains Tokio and works on Rust in the Linux kernel.
22 April
Researcher on distributed systems and local-first software at the University of Cambridge; wrote Designing Data-Intensive Applications.
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But a proof can reason about potentially infinite state spaces. So, it can tell you things about like every possible thing that could possibly happen in the entire universe.
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Programmer based in Vancouver who writes at scattered-thoughts.net about databases, programming language design and developer tools; author of the Imp, Dida and Zest language experiments.
22 August 2025
Founded PSPDFKit in 2011 and ran it for a decade. Came back from a break to work on AI agents — the OpenClaw project, and OpenAI, joined in February 2026. Writes at steipete.me.
15 August 2025
Founder of Terraform Industries and formerly a physicist at NASA's Jet Propulsion Laboratory; writes about energy, space and manufacturing.
solar America
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And I think the United States could probably do that in 2 years or less if you started today. Like it's currently 11:00, so like we're going to start cutting checks by noon.
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21 April 2025
Programmer and writer; co-wrote The Rust Programming Language and worked on Rust's documentation for years.
Thoughts on Bluesky Verification Today, Bluesky rolled out blue checks . And, I was given one. Now, I’m not the biggest fan of this sort of feature, however, I also don’t really think this kind of feature is for me. I really like the idea of domain ver…
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