Node.js works very well for backend APIs when the codebase has clear boundaries and predictable patterns.
Use services for business logic
Route handlers should coordinate the request. Services should own the core business logic.
Keep validation explicit
Validation should happen before business logic. This makes error handling cleaner and reduces defensive code.
Make observability a default
Add structured logs, request IDs, latency metrics, and error traces from the beginning.