AI can generate technical debt faster than humans. Watch for:
- Inconsistent patterns across the codebase
- Duplicated logic (AI doesn't know about existing utilities)
- Over-engineered solutions (AI adds complexity it saw in training)
- Missing abstractions (AI writes concrete code, not reusable patterns)
Schedule regular cleanup sprints. AI debt compounds quickly if ignored.