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Best tool for auto-generating + running API regression tests (OpenAPI / Postman

Started by marcuskeenton, Sep 11, 2026, 08:22 AM

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marcuskeenton

Depends a bit on how much you want to write by hand vs. auto-generate, but if the goal is to generate regression suites from things you already have (OpenAPI/Swagger, Postman collections, cURL) rather than script every case yourself, I'd look at Keploy. It's open-source and built pretty much around this exact workflow.

What makes it a good fit for what you're describing:

Multiple input types. You can point it at an OpenAPI/Swagger spec, upload a Postman collection, paste a raw cURL command, or just record live API traffic — and it turns any of those into full test suites with response-based a###ertions (status codes, headers, payload structure), not just empty request skeletons.
Auto-mocks dependencies. When it records real traffic it also captures the downstream calls (DB, third-party APIs) and generates mocks/stubs automatically, so your regression runs are deterministic and you're not standing up a test database every time.
Regression-friendly. Once tests are captured, re-running them replays the recorded calls and flags anything that drifts — which is basically what you want for catching regressions on each build.
CI + coverage. It plugs into CI pipelines and plays nicely with existing test libraries (go-test, JUnit, etc.), so coverage from generated tests shows up alongside your unit tests.

Charlesjone



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