J. Gravelle

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

Joined on Mar 9, 2026

J. Gravelle

Apr 30

How we measured 99.6% token reduction across 15 task-runs

#mcp #claude #ai #python

4 min read

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J. Gravelle

Apr 21

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

#llm #mcp #performance #tooling

3 min read

J. Gravelle

Apr 12

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

#llm #wiki #karpathy #tokens

5 min read

J. Gravelle

Mar 28

Symbols Not Chunks: 3.9x Less Tokens

#astcoderetrieval #tokenefficientrag #langchainragvsast #mcpsymbolretrieval

23 min read

Notion MCP Challenge Submission 🧠

J. Gravelle

Mar 22

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

#devchallenge #notionchallenge #mcp #ai

3 min read

J. Gravelle

Mar 19

Bringing The Receipts - 95% AI LLM Token Savings

#llm #mcp #performance #rag

10 min read

J. Gravelle

Mar 9

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

4 min read

DEV Community

J. Gravelle

Badges

Notion MCP Challenge Completion

Writing Debut

How we measured 99.6% token reduction across 15 task-runs

Want to connect with J. Gravelle?

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

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

Symbols Not Chunks: 3.9x Less Tokens

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

Bringing The Receipts - 95% AI LLM Token Savings

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