Nova Act for QA Automation
AWS ML Blog · rss · 2026-07-15
AWS presented part two of its agentic QA automation based on Amazon Nova Act, focusing on organizing individual tests into regression suites and integrating them into CI/CD.
- Test Suites: Cases can be organized by feature, release stage, or test purpose. During execution, each case runs independently on its own ECS/Fargate worker, supporting parallel execution.
- Results & Observability: Suites generate execution logs for each case, summarizing success/failure/in-progress statuses, with drill-downs into trajectory logs, screenshots, and screen recordings.
- CLI Integration: qa-studio offers a CLI supporting single tests or full suite runs on CI/CD runners, with results sent back to QA Studio.
- Authentication & Parameters: Supports OAuth2 client credentials; allows overriding environments, variables, and model configs via --base-url, --var, --region, and --model-id.
- Exit Codes: 0 for pass, 1 for test failure, and 2 for CLI/config/auth errors, making it easy for pipelines to distinguish between test issues and infrastructure problems.
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