api-to-production

To turn an API design into a production-ready service, you define contracts and schemas, write TDD tests, implement code to pass, run reviews, configure CI/CD pipelines, and containerize the service with Docker.

A design-first and test-first approach for APIs means defining contracts, schemas, and error models before coding, then generating failing tests for each endpoint and implementing just enough code to achieve full coverage.

You set up CI/CD pipelines and Docker for a REST microservice by wiring an automated workflow that runs multi-perspective code reviews and produces a containerized Docker image ready for deployment.

No specific dependencies are required to containerize an API and automate CI/CD. The workflow operates independently to enforce container-first practices and generate a Docker image with an automated pipeline.

The best way to bridge the gap between an API prototype and a reliable service is enforcing design-first, test-first, review-first, and container-first practices to deliver a secure, tested, and containerized API.

You use TDD and automated code reviews when shipping containerized APIs to enforce quality, achieve full test coverage, run multi-perspective checks, and ensure the service is reliable before deployment.