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J. Gravelle

Handsome, with the strength of ten men. Sick, elderly men. But still-- I mean, there's TEN of 'em...

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I didn't set out to build a sustainability tool...
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I didn't set out to build a sustainability tool...

#llm #mcp #performance #tooling
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3 min read

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A Radical Diet for Karpathy’s Token-Eating LLM Wiki
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jgravelle profile

A Radical Diet for Karpathy’s Token-Eating LLM Wiki

#llm #wiki #karpathy #tokens
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5 min read
Symbols Not Chunks: 3.9x Less Tokens
jgravelle profile

Symbols Not Chunks: 3.9x Less Tokens

#astcoderetrieval #tokenefficientrag #langchainragvsast #mcpsymbolretrieval
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23 min read
Auto-Generate & Sync Searchable Code Docs in Notion from Any Repo – Token-Efficient with Claude & MCP

Notion MCP Challenge Submission 🧠
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Auto-Generate & Sync Searchable Code Docs in Notion from Any Repo – Token-Efficient with Claude & MCP

#devchallenge #notionchallenge #mcp #ai
5
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3 min read
Bringing The Receipts - 95% AI LLM Token Savings
Cover image for Bringing The Receipts - 95% AI LLM Token Savings
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Bringing The Receipts - 95% AI LLM Token Savings

#llm #mcp #performance #rag
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10 min read
Your AI Agent Is Dumpster Diving Through Your Code...
jgravelle profile

Your AI Agent Is Dumpster Diving Through Your Code...

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4 min read
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