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Production AI Radar
Terraform / OpenTofu
Declarative IaC for cloud baselines - default for mid-market platform teams in DACH.
AdoptPlatform & DevExNew
- Why this ring
- Industry standard; OpenTofu is a viable fork when license policy requires it.
- Production risk if ignored
- State file sprawl and missing remote backends create irreversible drift.
- Typical effort
- weeks
- Medium FinOps impact
Use cases
- AI landing zones
- GPU node pools
- Identity baselines
Adoption steps
- Remote state + lock
- Module registry for AI baselines
- Plan in CI
- No manual console for prod AI
Related tools
In your assessment
State backend + module ownership review