Model operations

Monitor, version, evaluate, control cost, and roll back model-backed workflows after launch.

  • Evaluation and monitoring for production behaviour.
  • Versioning for prompts, retrieval, models, and workflow logic.
  • Cost and performance visibility for operators.
  • Rollback and incident paths when behaviour changes.

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