A self-correcting system of nested engineering loops: plan & execute repo work; safely implement audit findings; design greenfield & improve brownfield; learn from failures; re-verify until closure.
verification audit developer-tools software-quality continuous-improvement kaizen ai-agents release-engineering audit-automation gemba lean-six-sigma llm-tools repo-hygiene agentic-workflow claude-code claude-code-skill codex-skill skills-sh hermes-skill kaizen-agents
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Updated
Sep 19, 2026 - Python