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- explore dequeues its goal only after the engine call succeeds - model-supplied list fields go through as_list/str_list, so null or string values can't crash a run or turn into per-character tests - run_ab_eval rejects blank problems before any model call and randomizes baseline/treated solver call order - middleware merges into a leading system message with block content Co-Authored-By: Claude Opus 5.5 (1M context) <[email protected]> Claude-Session: https://claude.ai/code/session_01YbuVfbQEpaitM5TMjBMzkF