Generators are All You Need

Описание и применение

ИИ‑генератор кода ускорил разработку и упрощает поддержку открытых библиотек.

Maintaining and extending large open‑source codebases is slow because of bugs, missing features, and unmaintained dependencies.

The AI‑generated generator reduced maintenance overhead, accelerated code changes, and made the codebase easier to manage.

1. Identify a generator that fails to support the required OpenAPI spec.
2. Use a coding agent to write the generator from scratch based on the spec and tests.
3. Run end‑to‑end tests to verify the generator’s output.
4. Replace handwritten code with code generated by the new generator.
5. When a change is needed, modify the generator, regenerate code, and redeploy.
6. Use tests to ensure regenerated code meets expectations.

It took me one hour to build the generator.

We had an AI build the generators, then used those generators to produce code from specifications.