Mohamed Ghoniem@Dingo

The War Room is an autonomous, multi-agent incident response platform designed to accelerate cloud service recovery and reduce Mean Time to Resolution (MTTR). When outages or spikes occur, instead of engineers manually checking disparate monitoring systems, The War Room coordinates a synchronized swarm of specialized AI agents. Directed by an Incident Commander (orchestrated with LangGraph), these agents include Metrics (Telemetry), Logs (Code Audits), Change (CI/CD Deployments), and Runbooks (Procedure Retriever) specialists. Unified via the event-driven Band SDK, these agents perform parallel diagnostics, exchange findings over deliberation channels, and submit structured evidence. A mathematical consensus engine computes dynamic confidence scores by weighing domain findings and analyzing deliberation sentiment. If confidence meets security gates, the platform generates a step-by-step interactive remediation plan (e.g., database rollbacks, traffic caching, container scaling). Finally, it compiles a complete markdown postmortem report and automatically commits it to Git via simulated Git-Ops, creating a traceable GitHub postmortem record.

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