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Building intent-driven UI testing with Amazon Nova Act

Machine Learning Blog



This article describes how Epsilon, a data and marketing-services company, built intent-driven UI testing as a managed platform service using Amazon Nova Act and Amazon Bedrock AgentCore Browser Tool.

  • Natural-language test steps replace brittle CSS selectors, surviving UI redesigns and readable by non-engineers
  • AWS-managed ephemeral browser sessions eliminate operational overhead of managing binaries and display servers
  • Multi-tenant architecture uses cross-account IAM roles for isolation and auditability across product teams
  • 18-step test workflows authored in 5-10 minutes versus 30-90 minutes for equivalent Playwright code
  • Saved trajectories achieve 100% pass rate on replay, reducing LLM costs for regression testing
  • Platform exposes UI testing through same API surface as other agent capabilities, requiring zero per-team infrastructure

Epsilon's approach demonstrates how to deliver resilient, intent-based testing as a scalable platform service while maintaining security, compliance, and operational simplicity.



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