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GET /api/v1/operations aggregates active deployments, per-service deploy-queue depth via Queue.Snapshot(), 24h deployment failures, cron runs and backups scoped to the caller's projects (admins see all). Frontend /operations page (Operate nav) shows in-flight count, queued depth, failures and backup stats with live refetch while deploys are active. CLI `containr operations` + MCP containr_operations_get. Generated with [Devin](https://devin.ai) Co-Authored-By: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>