ISTA Conference 2025

Testimize: Metaheuristic Test Case Generation for the AI Era

33:18 · 16 Oct 2025 · YouTube

About this talk

In this talk, Anton Angelov, Managing Director and Co-Founder of Automate The Planet, discusses the challenges of testing modern systems, particularly those leveraging AI, due to the combinatorial explosion of inputs. He introduces metaheuristics as a solution, specifically through the Testimize engine, which utilizes a hybrid Artificial Bee Colony algorithm to enhance test coverage. The session features a live demo showcasing practical testing scenarios, highlighting the efficiency of generating smaller, diverse test suites that yield significantly higher quality results. Anton also illustrates the effectiveness of Testimize by demonstrating its integration with tools like Confluence and Zephyr for creating optimized, data-driven automated tests.