When AI Writes Both the API Integration and the Tests, What Are We Actually Verifying?

Описание и применение

Добавление независимого слоя проверки (Kaktoos) позволяет убедиться, что интеграции, генерируемые AI‑агентом, соответствуют реальному API и спецификации OpenAPI, устраняя ложные подтверждения.

Задача

AI agents that generate both API integration code and its tests may only confirm the agent’s own assumptions, leading to false confidence when the real API contract differs.

Результат

Adding Kaktoos as a verification step uncovers mismatches between agent-generated assumptions and the real API, improving reliability of automated integrations.

Рабочий процесс

• 1. AI agent writes API integration code.
• 2. AI agent writes tests for the integration.
• 3. Integration code is executed against a mock or stub.
• 4. Kaktoos intercepts the integration call and validates the response against the OpenAPI spec and the real API.
• 5. Kaktoos reports discrepancies or confirms success.
• 6. Developers review Kaktoos results and adjust code or tests accordingly.

Доказательства

AI agent → integration → Kaktoos → OpenAPI + real API → result

Источник