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Accelerating software delivery with agentic QA automation using Amazon Nova Act

Machine Learning Blog



This article demonstrates how Amazon Nova Act enables agentic QA automation through QA Studio, a reference solution that uses natural language and visual understanding to automate software testing without code.

  • Amazon Nova Act automates UI testing using visual understanding instead of code-dependent selectors
  • Natural language test definitions adapt automatically to UI changes, reducing maintenance overhead
  • QA Studio provides web frontend, API, and CLI for managing QA automation at scale
  • Serverless architecture uses Lambda, DynamoDB, ECS/Fargate, and EventBridge for reliable test execution
  • Trajectory logs provide visual reasoning and decision-making transparency for debugging
  • QA Studio available as open-source GitHub repository deployable via AWS CDK
  • Tests can be scheduled, triggered on-demand, or integrated into CI/CD pipelines

QA Studio removes technical barriers to test automation by enabling teams to define tests in business language, reducing brittleness and maintenance burden while accelerating software delivery cycles.



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