backend-developer

To convert an approved backend API plan into verifiable code changes, load the plan and apply surgical modifications using the base operating layer to enforce quality gates and verify results against tests.

The best way to implement narrow backend fixes and migrations safely is plan-driven implementation, which handles targeted changes within defined scopes and requires confirmation before applying broad modifications.

Yes, you need an approved plan before implementing backend services and REST APIs. The process translates approved plans into precise code changes, requiring confirmation before broad actions to reduce drift and risk.

Yes, you can use this approach for Go and gRPC backend service migrations. It automates disciplined backend work, handling targeted changes within defined scopes and enforcing operating gates for verifiable outputs.

The base operating layer enforces testing quality gates for backend implementations by applying operational checks during code changes, producing verifiable outputs and traceable artifacts that validate the targeted work.

You should avoid automated plan-driven implementation for backend changes when broad modifications are needed without confirmation, as it requires an approved plan and enforces narrow scopes to prevent unverified risk and drift.