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Production AI Radar
Prompt & tool registry
Versioned prompts and tool definitions with approval workflow.
TrialLLMOpsMoved in
- Why this ring
- Moved to Trial as teams scale from one chatbot to multiple agents sharing tools.
- Production risk if ignored
- Hot-fixed prompts in production with no audit trail break compliance reviews.
- EU AI Act relevance
- Documents prompt changes as part of system lifecycle evidence.
- Typical effort
- weeks
- Low FinOps impact
Use cases
- Multi-agent tool sharing
- Prompt change approval
- Rollback bad prompt deploy
Adoption steps
- Centralize prompts in Git or Langfuse
- Require PR for prod prompts
- Tag versions to traces
In your assessment
Prompt versioning maturity + change control review