Open Community Experience (OCX)

Commit to quality: AI-enhanced testing in open source

37:07 · 21 Apr 2026 – 23 Apr 2026 · YouTube

About this talk

This talk covers AI-enhanced testing in open source, presented by Shelley Lambert from IBM at Open Community Experience 2026 in Brussels. The session discusses how large-scale open source projects utilize AI to improve the testing lifecycle, exemplified by the Adoptium and AQAvit initiatives. Key topics include automated test execution, fault detection using tools like Commit Hunter, and defect prediction with Glitch Witcher. The speaker highlights the importance of data-driven approaches in test analytics that enhance triage and reduce inefficiencies while maintaining software quality across high-volume testing environments.