LLM loop that reasons in a dense technical register — mechanical gates + adversarial judge + reverse-translation for humans. Self-upgrading. Standalone or as a DSH plugin.
javascript bash automation code-generation multi-agent-systems ai-agents quality-gates adversarial-validation self-improving llm prompt-engineering ai-quality llm-agent llm-workflow self-upgrading dsh-plugin register-language formal-notation
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Updated
Sep 18, 2026 - JavaScript