ai-engineering

Governance framework enforcing quality gates and security scanning locally via git hooks for AI agents.

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ai-engineering turns any repository into a governed AI workspace, enforcing quality gates and security scanning locally through git hooks and a CLI whose every promise is checked by an exit-code test, with specs and risk decisions recorded as plain markdown for pull-request review. It's aimed at teams wanting real, verifiable enforcement of guardrails on AI-generated code across Claude Code, Cursor, Codex, and other surfaces, with an honest compatibility matrix of what each tool actually blocks.

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