Token-Optimization

LeanCTX: Context Engineering Machine for AI Agents - Not Just Token Compression

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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Headroom vs Aphrodite: The Context Compression War - Your LLM is Burning 90% of Tokens on Junk

Headroom vs Aphrodite: The Context Compression War - Your LLM is Burning 90% of Tokens on Junk

$80 per Bookmark In April, I was debugging a trace why the service menu was returning 500. Claude Code ran, sent the stack trace in, loaded the service file, then sent the gateway file, and also sent the DB schema. 3 seconds later - bing - it responded. After reading it, I just sat there in silence.

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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 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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