Use pytest for evaluation, validate evaluator metrics, remove LLM `self_evolve` task, and add tests#3

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codex/execute-evolution_plan.md-steps

Mar 31, 2026

Commits on Mar 31, 2026

Avoid mutating cached metrics during malformed payload handling
arty-kk
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