Glossary
AI agents that discover, generate, execute, and maintain tests with limited human intervention.
Traditional test automation requires humans to write, update, and triage tests. Autonomous testing promises to close the gap between code changes and test coverage automatically.
Most are exploring but few have adopted. Tools like QA.tech and Momentic claim autonomous capabilities. 75% of orgs call it "pivotal" but only 16% have adopted.
PR-diff-aware agents analyze what changed, generate targeted test suggestions, and produce evidence artifacts from approved runs.