qcsd-production-swarm

Post-release production health assessment and QCSD feedback loop closure.

The Production Swarm takes releases that passed CI/CD verification and assesses their health in the live production environment. Where the CI/CD Swarm asks "Is this change safe to release?", the Production Swarm asks "Is the release healthy in production?"

This swarm operates at the production telemetry level, analyzing DORA metrics, incident reports, defect patterns, SLA compliance, and root cause data to render a HEALTHY / DEGRADED / CRITICAL decision. It is the only QCSD phase with dual responsibility: assessing current production health AND closing the feedback loop back to Ideation and Refinement phases.

DORA メトリクス、根本原因分析、欠陥予測、およびフェーズ間フィードバック ループを使用した、リリース後の運用健全性評価のための QCSD 運用テレメトリ フェーズ スウォーム。 CI/CD 出力 (RELEASE/REMEDIATE/BLOCK の決定、リリース準備状況メトリクス) を消費し、アイデアと洗練へのフィードバック シグナルを生成します。 ソース: proffesor-for-testing/agentic-qe。