Best fit
- Apps that outgrew ad-hoc endpoints
- Teams that need clearer data contracts
- Products moving from prototype to stable release
Process
- 01. Map current logic and failure points
- 02. Define schema, contracts, and service boundaries
- 03. Implement and verify with practical test coverage
Deliverables
- • Structured API layer and backend modules
- • Stable schema and data validation approach
- • Implementation guide for future features
Common stack: Node.js, Convex, PostgreSQL