What was the prompt context? Claude can get weird with certain system prompt interactions TBH.
AI
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Same Setup for Hack and Production Deploy
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The fact that the same setup works for a weekend hack and a production deploy is rare. Usually you rebuild everything between those two stages.
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Writing Machines: The Future of Journalism and AI
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https://
linkedin.com/pulse/new-era-
writing-machines-what-journalism-becomes-next-fabio-moioli-k0t4f/
… The New Era Of The Writing Machines: What Journalism Becomes Next -
OpenClaw first taste useful agentic AI for users
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Exactly. For a lot of people, OpenClaw was their first real taste of agentic AI doing something useful for THEM, not just a demo.
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SGLang Inference Optimization Discussion and Recommendation
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SGLang is so underrated for inference optimization. Will check this out, Andrew!
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Nathan’s Book Offers Layers of Discovery on Rereading
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Nathan's book is incredible. Every chapter has something I missed the first time around too.
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Open-source repository showcasing Andrej Karpathy AI skills
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repo:
→ https://
github.com/forrestchang/a
ndrej-karpathy-skills
… Shoutout to @jiayuan_jy for building this and making it open-source for the community! Don't forget to drop a star ! -

Stop AI Agents From Ruining Your Codebase
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How to stop AI agents from ruining your codebase (with one 18K+ star file) @Karpathy recently ranted about how LLMs code: They assume too much, overcomplicate simple tasks, and refactor things that aren't broken. To fix this, a dev turned those observations into a project
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Current AI Models: Far From Cognitive Task Saturation
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Depends a lot on what "most cognitive tasks" means. We're far from maxing out current models on existing tasks.