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AI agents for llm/agent observability & evals

Tracing, evaluation, and quality monitoring for LLM applications in production. 4 options, compared on what they integrate with and how much a person still has to do.

What buyers actually decide on

  • Eval-driven vs passive monitoring
  • Trace granularity
  • Self-hosting option
  • Framework support