Open-source AI execution management for test automation (github.com)

Isagawa has launched an innovative open-source AI execution management platform specifically designed for test automation, addressing a critical challenge in trusting AI-generated tests. Unlike traditional tools that simply report outcomes, the Isagawa QA Platform enforces the correct execution of tests through its unique Isagawa Kernel, which integrates directly with the AI agent. This means that the AI not only generates tests rapidly—like Selenium tests—but also ensures these tests adhere to established architectural standards throughout execution, effectively preventing common pitfalls such as broken page objects and mixed business logic. By implementing a five-layer test architecture, the platform emphasizes clear separation of concerns, allowing for more streamlined and maintainable test automation processes. Each layer—encompassing Tests, Roles, Tasks, Page Objects, and Browser Interfaces—has distinct responsibilities, which the AI learns and enforces over time. This self-improving capability guarantees that mistakes are not repeated, enhancing overall efficiency for software teams. Isagawa's approach represents a significant advancement for the AI/ML community, shifting the focus from mere AI output generation to ensuring consistent, reliable execution, making it a promising solution for future test automation challenges.