Open-source AI skills that find bugs, generate test cases, and help teams ship with real confidence — not coverage numbers.
Perfect software isn't achievable — but confidence is. The manifesto calls out what most engineering teams quietly know: that code coverage percentages, unit test counts, and green CI pipelines are not quality. They're activity. The industry has been measuring the wrong things, and we wrote down why.
Open-source automated bug detection, persona feedback, and test case generation using 33+ specialized AI testing agent profiles. OpenTestAI analyzes application screenshots, network logs, console logs, and DOM/accessibility trees — selects relevant virtual tester profiles based on artifact content, then runs each tester's specialized prompt to surface high-confidence bugs.
A growing community of engineers, testers, and builders rethinking how software quality works. Tell us what matters to you.
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