A coding harness for local LLMs that refuses work it can't show is correct: a sandboxed agent, an independent auditor, and mutation-tested gates.

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A coding harness for local LLMs that refuses work it can't show is correct: a sandboxed agent, an independent auditor, and mutation-tested gates.

Python