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Regression memory for coding agents — seal how your repo behaves, then check over MCP (or in CI) that an edit didn't regress it: pass/drift/regressed/missing. With seal history, bisection, and staleness queries.
Deterministic evals for AI agents: skill-gain A/B across 11 models (no LLM judge), plus two zero-API regression suites for skill libraries and content merges.