Your agents silently degrade in production. Kalibr keeps them on the optimal path — scoring every call, learning what works, routing automatically.
python machine-learning model-selection openai thompson-sampling ai-agents cost-optimization autogen production-ai langchain anthropic crewai llm-cost llm-routing agent-reliability ai-cost-reduction model-routing inference-cost llm-fallback execution-path-routing
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Updated
Apr 2, 2026 - Python