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Autonomous QA engine — discovering unknown failure paths

Does not replay predefined test cases: it explores, reproduces, classifies and writes the regression test.

DevelopmentPromptsListed 2026-09-05
What is inside

Build an AI testing platform that autonomously discovers, reproduces, classifies and verifies software defects. Application -> exploration -> test generation -> execution -> failure detection -> reproduction -> root cause -> regression test. Traditional QA runs predefined cases. This system looks for the UNKNOWN failure paths — the ones nobody thought of. Browser exploration - …

  • The pipeline
  • The problem it solves
  • Capabilities
  • Roles
  • Reproduction
  • Error handling — the most important rule
  • Security
  • Evaluation
  • Definition of done

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