Accelerating software delivery with agentic QA automation using Amazon Nova Act – Part 3

This article demonstrates how QA Studio, powered by Amazon Nova Act, scales agentic QA automation across organizations by introducing applications, health metrics, and team-based access control.

• Applications organize tests and provide ownership, serving as containers for use cases and test suites with inherited ownership
• Health metrics track pass rates, execution counts, flaky tests, and compute a 0-100 health score adjusted for test instability
• Trend charts display 7-day hourly or 30-day daily views of executions, successes, failures, and average duration by environment
• Five cumulative roles (Admin, Team Lead, Editor, Executor, Viewer) control access with permissions inherited down the hierarchy
• Teams own applications exclusively; cross-team sharing uses a ceiling rule where effective permissions are the lower of user role and grant level
• Amazon Cognito manages group-based access, DynamoDB stores team and ownership data, CloudWatch emits custom metrics for health tracking
• Team leads manage members, applications, and shared access through a scoped interface; admins oversee studio-wide users and teams

QA Studio enables organizations to scale test automation across multiple teams while maintaining clear ownership, visibility, and access control through serverless AWS services.