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Observability
Langfuse
Open-source LLM observability platform for tracing, evals, and debugging.
Overview
Langfuse offers comprehensive observability for LLM apps, including tracing, metrics, and evals with an open-source core. Its generous cloud tier and self-hostable nature make it the choice for hackathon teams that want production-grade monitoring without vendor lock-in.
Best for
- Tracking LLM costs and latency during demos
- Debugging agent traces and prompt performance
- Teams wanting open-source observability with cloud option
Trade-offs
vs Langsmith
Langfuse for open-source flexibility and self-hosting; Langsmith for deep LangChain integration and managed ease.
What XeroHack pre-wires
When you pick Langfuse in the interview, the engine emits these files into your scaffold:
- Langfuse SDK middleware
- Environment variables (LANGFUSE_PUBLIC_KEY)
- Trace config for prompts and generations
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