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

说明与用途

添加独立验证层（Kaktoos）可确保 AI 代理生成的 API 集成真正符合真实 API 和 OpenAPI 规范，消除误报。

问题

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.

结果

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

工作流

• 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.

证据

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

来源