I can't code. My 3,600-star open-source app is written entirely by AI agents — here are the quality gates that keep it honest

Описание и применение

Менеджер продукта, не умеющий кодировать, создал приложение с 3600+ звёздками, полностью генерируемое ИИ, но поддерживаемое строгими CI‑проверками, обеспечивающими архитектуру, безопасность и локализацию.

Задача

A product manager who cannot write code needed a way to build and maintain a complex open‑source desktop app.

Результат

A fully AI‑generated codebase that remains maintainable and secure thanks to a comprehensive set of automated quality gates.

Рабочий процесс

• 1. Define a clear requirement spec that limits agent improvisation.
• 2. Decide on feature forks and constraints based on real user scenarios.
• 3. Accept or reject PRs based on gate results and spec compliance, feeding back improved specs to agents.

Доказательства

Every line of it was written by AI agents.

Источник

The main CI job is literally named Quality gates.

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317 pull requests opened, 272 merged, every one through that pipeline.

Источник

The app is GithubStarsManager (MIT, local-first, free): https://github.com/AmintaCCCP/GithubStarsManager

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