People, Process, Context: The Operating Model Modern Defect Resolution Needs
Engineering teams are shipping more code than ever, driven by distributed systems and AI-assisted development. Defect prevention and resolution, however, still operate as manual, reactive work. This creates a structural imbalance: output scales, but reliability and confidence do not. Teams feel constantly busy yet perpetually behind, a signal that the operating model itself is no … Read more