Why failed attempts belong in your AI development notes
Avoid repeating the same fix by recording the symptom, change, observed result, and next experiment.
Avoid repeating the same fix by recording the symptom, change, observed result, and next experiment.
A developer survey, a productivity experiment, agent-authored pull requests, and an incident show where AI-assisted development gets stuck.