Ed
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In Claude Code, we’ve recently launched HTTP hooks, easier to use and more secure than existing command hooks! You can build a web app (even on localhost) to view CC’s progress, manage its permissions, and more. Then, now that you have a server with your hooks processing logic, you can easily deploy new changes or manage state across your CCs with a DB.
How do HTTP hooks work? CC posts the hook event to a URL of your choice and awaits a response. They work wherever hooks are supported, including plugins, custom agents, and enterprise managed settings.
Docs: code.claude.com/docs/en/hooks
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Claude Code 2.1.69 has been released.
7 flag changes, 103 CLI changes, 3 system prompt changes
Highlights:
• Added /claude-api skill for building apps with the Claude API and Anthropic SDK
• Voice STT now supports 10 additional languages (20 total), including Russian, Polish, Turkish, and Dutch
• Apply pending plugin changes with /reload-plugins without restarting
Complete details in thread ↓
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Shock! Shock!
Turing Award legend & godfather of algorithms Don Knuth just dropped a paper called “Claude's Cycles” because Claude Opus 4.6 solved an open problem from The Art of Computer Programming that had HIM stumped for weeks!
In just 31 attempts, the AI found a concrete construction for directed Hamiltonian cycles in odd dimensions, which Knuth and his collaborator then turned into a rigorous proof.
He is now thinking of revising his views on generative AI… 🚀



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Want a Claude Code skill to critiques your academic papers?
Launches 6 parallel agents, each checking one aspect.
Worth reading Claes's files here, just to see how clearly and methodically he decomposes it into such clear instructions. It's masterful.
Thank you, Claes!

Claes Bäckman@ClaesBackman
I just published a free Claude Skill that generates feedback on your own academic papers. Link in the comments below.
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I spent 200 hours testing OpenClaw, trying to find the perfect setup... My biggest takeaway:
Keep your agents focused, and build a team.
Here's a video.
00:00 Intro
00:48 Perplexity Computer and Manus
02:43 OpenClaw
03:52 Too many Skills to my first AI Agent
06:09 People want an employee with Intent
07:35 Testing Narrow AI Agents
08:33 Narrow Agent Example (YouTube Agent)
11:32 A Team of Narrow Agents... Why?
16:27 In Summary
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A statement on the comments from Secretary of War Pete Hegseth.
anthropic.com/news/statement…
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A statement from Anthropic CEO, Dario Amodei, on our discussions with the Department of War.
anthropic.com/news/statement…
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Cowork is in research preview on macOS or Windows, and is available on all paid Claude plans.
Try now: claude.com/cowork
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New in Claude Code: Remote Control.
Kick off a task in your terminal and pick it up from your phone while you take a walk or join a meeting.
Claude keeps running on your machine, and you can control the session from the Claude app or claude.ai/code
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How much does distillation really matter for Chinese LLMs?
DeepSeek's usage was a rounding error. MiniMax's was substantial. But distillation is getting less important as RL takes over — it's easier to access "banned" APIs than to smuggle GPUs.
interconnects.ai/p/how-much-doe…
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