Jul 23, 2026 IBM shipped software with 0.1 defects per KLOC by banning developers from running their own code IBM's Cleanroom engineering process achieved defect rates 100× better than industry average by preventing bugs instead of finding them. cleanroom-correctnessibmzero-defectssoftware-quality