Use AI Mutation Testing to Improve Software Quality

As AI-generated unit tests become more common, engineering teams face a new quality challenge: how to trust tests produced at machine speed. Mutation testing offers a powerful safeguard by evaluating whether AI‑generated tests can detect meaningful defects — and exposing the gaps they miss. In this webinar, Gartner experts will show you how to set up an AI‑powered, mutation‑guided test‑suite‑hardening system and integrate it directly into your existing pull‑request workflow. You’ll learn how to strengthen the effectiveness of AI‑generated tests, automate quality checks, and raise overall confidence in your codebase without slowing development velocity.

• Set up an AI‑powered mutation‑guided system to improve and validate AI‑generated unit tests

• Integrate mutation‑driven test‑suite hardening into your existing pull‑request workflows

• Identify weaknesses in AI‑generated test suites and automatically strengthen them for higher defect detection

• Increase software quality and engineering confidence while maintaining fast development cycles

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