Debugging in the AI Era: When Speed Meets Safety

AI assistants dramatically accelerate debugging but risk introducing hallucinations into production. This structured workflow lets teams leverage AI's diagnostic power while maintaining accountability and human oversight. By embedding verification gates and building shared methodology, teams gain faster fault isolation without sacrificing the rigor needed to keep production stable.