Phase-based modernization
- Phase 1: Baseline performance, defects, and deployment risk
- Phase 2: Isolate high-risk components behind stable interfaces
- Phase 3: Modernize incrementally with automated regression checks
- Phase 4: Standardize CI/CD and observability for long-term reliability