qcsd-cicd-swarm

Shift-left quality engineering swarm for CI/CD pipeline verification and release readiness.

The CI/CD Swarm takes code that passed Development quality checks and validates it is safe to release through the CI/CD pipeline. Where the Development Swarm asks "Is the code quality sufficient to ship?", the CI/CD Swarm asks "Is this change safe to release?"

This swarm operates at the pipeline level, analyzing test results, regression risk, flaky test impact, security pipeline status, and infrastructure changes to render a RELEASE / REMEDIATE / BLOCK decision.

使用迴歸分析、片狀測試偵測、品質門實施和部署準備評估對 CI/CD 管線品質閘進行 QCSD 驗證階段群。使用開發輸出（出貨/有條件/保留決策、品質指標）並產生用於生產監控的訊號。 來源：proffesor-for-testing/agentic-qe。