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kaizen

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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.

  • Updated Aug 14, 2026
  • Python

Plumbline — a self-learning, customer-value-governed agile AI agent team for Claude Code. 87 subagents + skills, TDD defense-in-depth gates, Kaizen retros, a four-body adversarial council, and an empirically benchmarked QA harness. Does it hang true?

  • Updated Aug 5, 2026
  • Shell

Persistent memory scaffolding for AI agents - Trail, Destination, Improve, Retrospect, Intent, Probe. Self-built across 221 iterations; declared complete only when GPT, Claude, and Gemini independently found nothing left to change.

  • Updated Aug 14, 2026
  • PowerShell

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