automated-rollback

AI-Native Engineering Control Plane (ECP) — Unifying service catalog, engineering graph, change risk scoring, causal incident correlation, and autonomous AI agents.

Deploy ML model updates to a fraction of traffic, watch Prometheus metrics for both versions, and automatically promote or roll back - no human required. FastAPI serving + Redis traffic split + Prometheus health checks + Streamlit dashboard. Part of a 3-project MLOps platform.

Autonomous canary deployments with weighted routing, health checks, and automatic rollback

Open-source DevOps/SRE project for Kubernetes canary releases, observability, SBOM, Trivy, and automated rollback.

AI-enhanced deployment risk scoring, strategy selection, automated rollback recommendations, and business-aware release orchestration patterns.

Policy-driven ModelOps control plane for canary deployments, automated model promotion, rollback, and performance benchmarking.