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Work

Proof of work from Kristopher Richards. Each project is something I built and ran myself.

LLM Red-Team Harness

69 versioned attack cases, deterministic scoring, and hash-chained transcripts. Indirect prompt-injection runs caught canary-token leaks in gemma3:4b and Qwen3-8B.

Debias

Memory you can audit: a bias-aware memory graph for AI agents on FalkorDB, with five pure-Cypher detectors and no LLM judge.

Read more →Applied AI · SMB operations

Market Leaks

A profit-leak finder that shows which small-business orders lost money the moment they were accepted, reconciled to the cent.

Chess Coach

1,751 of my own games run through Stockfish into a weakness profile and a conversational coach.

Read more →Writing · They Can All Bird

The Notebook

My public notebook on intelligence, corvid and machine, home of They Can All Bird and the Convergence Protocol.