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CLAUDE.md rules, Astra config changes and Grok Bot role libraries

Ex-Blum/STON.fi builder posting practical notes on model docs — what broke in the Astra API, Anthropic's context-engineering guide, DeepSeek benchmarks — plus free libraries of Grok Bot roles and agent memory skills. Long-form article on CLAUDE.md rules passed 4.5M views.

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writes for English-speaking developers running Claude, Astra and Grok Bot in production who want the config details · Worldwide, in English · Caucasus & CIS

what they post about

share of their recent posts
Model docs and config changes45%
Grok Bot roles and skills40%
AI safety news15%

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what usually flies

their posts by reach · 4,601,719 views on record
Karpathy's 4 CLAUDE.md rules cut Claude mistakes from 41% to 11%. After 30 codebases, I added 8 more9 may 26 · x post4.5mviews6.7klikessee it →
Anthropic just dropped the clearest guide of context engineering for Fable 5 and GPT Astra. your CLAUDE.md is probably full of rules written for models that no 13 sep 26 · x post70kviews282likessee it →
CEO of Anthropic: "a model powerful enough can full circumvent attempts to shut it down. we are in danger zone" this is insane: > his three step plan, and why h13 sep 26 · x post2.8kviews38likessee it →
it's f*cking insane i found the most useful skill you can give your AI agents. your agent forgets everything between sessions, this remembers, and it remembers 10 sep 26 · x post2.6kviews54likessee it →
it's f*cking gold OpenAI just dropped a guide on how to create insane design with gpt-image-2.5. Flare for speed, Sunburst for quality, picked before you touch 9 sep 26 · x post2.6kviews35likessee it →
i finally built the most useful thing you can hand a Grok Bot. every bot on a Grok Bot account runs on the same machine, same files, same logins, so the profile8 sep 26 · x post2.2kviews31likessee it →

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