Beyond scripted happy paths
AISwarmQA can inspect states that hand-written tests often miss, then present reproducible findings.
- Exploration
- Runtime signals
- Evidence capture
Solution
Playwright-powered QA with AI planning
Use deterministic browser automation and AI planning together: scripts provide control, agents provide discovery.
Complements existing tests
It helps your team discover gaps before investing in permanent test coverage.
- Fast triage
- Regression clues
- GitHub-ready bugs
Designed for CI-minded teams
Audit outputs are structured for repeatability, storage, and future automation.
- Normalized schema
- Deterministic fingerprints
- Export history
FAQ
Straight answers
Visible answers for visitors and valid FAQ structured data for crawlers.
01Should I replace my Playwright tests?
No. AISwarmQA helps find what to test and gives evidence for new regression coverage.
02Can findings become tests?
The report provides reproduction steps and acceptance criteria that can guide future tests.