Process
1. Understand root cause
Ensure root cause is confirmed with high confidence:- Root cause identified with strong evidence
- Evidence chain established
- Root cause validated
- Root cause documented
2. Design solution
Design a fix that:- Addresses root cause, not symptoms
- Prevents recurrence
- Is sustainable and maintainable
- Minimizes risk of new issues
- Code fixes — Bug fixes, error handling, resource management
- Architecture changes — Resilience, scalability, dependencies
- Process improvements — Testing, deployment, monitoring
3. Implement fix
- Make code changes
- Test thoroughly
- Get code review
- Update documentation
- Deploy carefully
4. Validate fix
- Verify fix works
- Check for regressions
- Monitor performance
- Roll out gradually if possible
Example
Root cause: PR #1847 introduced connection leak in error handling Fix:- Unit tests for error paths
- Integration tests with connection pool
- Code review approval
- Gradual production rollout
Long-term fix vs. mitigation
- Mitigation — Quick, temporary, reduces impact, restores service
- Long-term fix — Thorough, permanent, prevents recurrence, improves system
Best practices
- Address root cause, not symptoms
- Test thoroughly before deploying
- Get code review
- Monitor after deployment
- Document what changed and why