The Quality Trap: Why Autonomous AI Agents Can Fail Even With 5x More Tests

This side-by-side comparison of curated vs. autonomous builds reveals that high test volume can mask fundamental implementation failures like empty core methods. It highlights a critical shift in AI development where 'mission success' can be hallucinated through procedural rigor without functional correctness, demanding new strategies for human oversight.