cyberneticlibrary

Trace and monitor LLM applications

langfuseskillsetup L30
Sheshiyer/skill-clusters
What it does

LLM tracing and observability

Best for

you need to trace, monitor, or debug an LLM app in production with Langfuse.

Inputs
  • · Request payload (JSON)
Outputs
  • · Structured response or report
Requires
  • · OpenAI API
  • · Langfuse API
  • · LangChain SDK
  • · LlamaIndex
  • · Anthropic API
  • · Vercel
Preconditions
  • · 0: LLM application basics
  • · 1: API integration experience
  • · 2: Understanding of tracing concepts
Failure modes
  • · External API failure or timeout
Trust signals
  • · Open source with permissive license
  • · Used in production
  • · Multiple integrations