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Security audit for AI agents: code, deps, exposure, secrets, drift, SBOM, and IoC.

Repo rules enforcement for AI agents. Checks diffs against repo conventions.

Release intelligence for AI agents. Detects breaking changes and recommends semver.

Deployment truth verification for AI agents. Verifies the live site matches the build.

Token and context budget for AI agents. Tracks spend and gates the session.

Project memory across sessions for AI agents. A queryable decision log in the repo.

Reference integrity for AI agents. Scans and verifies links, imports, assets, deps.

Deterministic code analysis harness giving AI agents senses, memory and judgment for code.

Deterministic visual inspection for AI agents. Overlap, overflow, contrast, quality.