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.

使用回归分析、片状测试检测、质量门实施和部署准备情况评估对 CI/CD 管道质量门进行 QCSD 验证阶段群。使用开发输出（发货/有条件/保留决策、质量指标）并生成用于生产监控的信号。 来源：proffesor-for-testing/agentic-qe。