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11 docs tagged with "langfuse"

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AI Agent Monitoring and Operations

Langfuse-based agent monitoring operations — monitoring architecture, key metrics, PromQL, alerting, and cost tracking (for tool comparison, see LLMOps Observability)

Cascade Routing Production Tuning

Guide to tuning Inference Gateway Cascade Routing classification thresholds, Canary rollout, Fallback, and cost drift alerts based on production traces

LLMOps Observability Comparison Guide

LLMOps observability tool comparison — Langfuse·LangSmith·Helicone·CloudWatch selection criteria and hybrid architecture (for Langfuse operations, see Agent Monitoring)

Observability & Monitoring

Agent execution tracing, LLM serving optimization monitoring, cache tuning quality validation, and agent lifecycle observability

Prompt & Model Registry

Comparison and implementation guide for Langfuse, PromptLayer, Braintrust, AWS Bedrock Prompt Management

Trace → Dataset Materializer

Export approved, redacted Langfuse generations as Parquet candidates and score them using explicit evaluator contracts. Conversion to GRPO/DPO inputs is a separate stage.