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Production AI Radar
Argo CD
GitOps continuous delivery for Kubernetes - including ML serving manifests.
TrialPlatform & DevExNew
- Why this ring
- Default GitOps choice for K8s-native teams; Flux assess as equivalent.
- Production risk if ignored
- Auto-sync to prod without approval policy causes surprise deploys.
- Typical effort
- weeks
- Low FinOps impact
Use cases
- K8s ML deploys
- Multi-env promotion
- Drift detection
Adoption steps
- Install Argo CD
- Define app per env
- Manual prod sync
- Integrate registry CI
Related tools
In your assessment
Sync policy + RBAC review