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Production AI Radar
Langfuse
LLM traces, datasets, evals, and prompt management - self-host or cloud.
TrialObservabilityNew
- Why this ring
- Strong all-in-one for LLM ops; pair with OTel for infra correlation.
- Production risk if ignored
- Tracing without eval thresholds - you see problems but do not block releases.
- EU AI Act relevance
- Supports logging and monitoring evidence for deployers.
- Typical effort
- weeks
- Medium FinOps impact
Use cases
- RAG debugging
- Prompt versioning
- Production LLM analytics
Adoption steps
- Instrument one service
- Create eval dataset
- Wire CI evals
- Self-host if regulated
Related tools
In your assessment
Trace coverage + eval dataset maturity