Comments on: Building a Self-Healing API Testing Framework Using AI: Auto-Repairing Schema Changes and Payload Evolution

By: Sam Termurah

Sam Termurah — Wed, 06 May 2026 07:49:54 +0000

Thanks for sharing your thoughts about API testing at the AI era. Regards

By: Dave Laimbeer

Dave Laimbeer — Fri, 01 May 2026 06:30:23 +0000

Thanks for sharing the best practices to build a practical self-healing API testing framework.

By: Daniel Hunt

Daniel Hunt — Wed, 22 Apr 2026 18:35:59 +0000

I do agree with all the ideas you have introduced on your post. They are very convincing and will definitely work.

By: Alvin Harrison

Alvin Harrison — Wed, 08 Apr 2026 03:49:04 +0000

Great information shared about self-healing testing frameworks. Testers have to be however cautious that if self‑healing testing frameworks solve locator breakage, they also introduce new risks such as false positives, hidden failures, and over‑reliance on AI‑driven guesses. Only experienced software testers can keep these test automation tools under control. Like all AI generation tools, if you are not able to verify the correctness of the results, you are going to have serious issues!

By: Giselle Farley

Giselle Farley — Tue, 07 Apr 2026 22:00:25 +0000

I truly appreciate sharing your personnal experience in building a self-healing API testing framework using AI.