Product

Autonomous QA features built for shipping teams

AISwarmQA combines browser exploration, structured findings, durable evidence, and GitHub export in one workflow.

Autonomous browser agents

Agents explore pages, click through workflows, observe runtime behavior, and keep every mission bounded by safety limits.

  • Multi-agent planning
  • Bounded browser missions
  • Console and network observations

Evidence-rich findings

Every useful issue is normalized into severity, category, affected page, reproduction steps, expected behavior, actual behavior, and a suggested fix.

  • Screenshots and traces
  • Stable evidence routes
  • Duplicate fingerprints

Ready-to-fix GitHub Issues

Approved findings can become GitHub Issues with labels, metadata markers, acceptance criteria, and duplicate prevention.

  • Repository selection controls
  • Explicit export confirmation
  • Issue history in AISwarmQA

FAQ

Straight answers

Visible answers for visitors and valid FAQ structured data for crawlers.

01Does AISwarmQA replace human QA?

No. It reduces repetitive discovery work and gives humans better evidence for triage.

02Can it test authenticated applications?

Authenticated testing is supported through controlled setup flows and workspace authorization.