Agent = Model + Harness: Do not put an F1 engine into a brakeless bus
At the end of last year, I created a bot that ran in the background to automatically read menus from partner restaurants sent in PDF/Excel format, then parsed them into a Go struct to load into the Menu Service database.
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LeanCTX: Context Engineering Machine for AI Agents - Not Just Token Compression
Introduction: The Day I Realized I Was Fueling a Jet with My Wave It happened like this.
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77.5k stars with just one idea: getting an AI agent to talk like a prehistoric person
77.5k stars with just one idea: getting an AI agent to talk like a caveman ⛏️ “Why use many tokens when few do the trick.”
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From Claude Code to Hermes Agent: The Journey to Find an AI Agent That Doesn't 'Forget' Itself Every Morning
On Monday morning, I opened Claude Code, typed claude in the terminal, waited 3 seconds for loading, and then realized: it didn’t remember anything.
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Claude-Mem: When AI Agents Can Remember Everything You've Done
Claude-Mem: When AI Agents Can Remember Everything You’ve Done Last week, I opened Claude Code to continue the feature I was working on - and realized I had to explain the entire project context from scratch.
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