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TutorialsAWS Machine Learning Blog· Vinicius Pedroni·· 7 hours ago

QA Studio adds application health metrics and team-based access controls

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

Who
AWS
What
explains application health metrics and team-based access control in QA Studio
Quote
In this post, we cover two capabilities that help QA Studio scale across an organization.

What happened

In Part 3 of its series on QA Studio, the AWS Machine Learning Blog describes how applications organize tests and report health, while team-based roles control who can view or change them. The health view includes a 0–100 score that starts with pass rate and subtracts a penalty for flaky tests; roles range from Viewer to Admin.

Read next

See the full storyAWS Details QA Studio Application Health Metrics and Team-Based Access Controls

The story so far

AWS outlined how QA Studio organizes tests into applications, reports application health and uses team-based roles to control who can view or change them. The application health view includes a score from 0 to 100 that starts with the test pass rate and subtracts a penalty for flaky tests. The access controls assign permissions through roles ranging from Viewer to Admin, governing what team members can see and change.

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