Executes multi-test multi-seed regression campaigns with automatic test classification (directed vs random-sensitive by naming heuristics); detects deterministic vs random failures across seeds; performs per-seed coverage delta analysis with saturation detection (3 consecutive zero-delta seeds stops expansion); provides actionable recommendations for bug fixing, constraint investigation, seed scaling, and directed test addition.
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