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Building observable LLM pipelines: what OpenTelemetry doesn't cover.

Standard observability tooling wasn't built for probabilistic outputs. We extended our stack with custom spans and a token-budget alerting system worth stealing.

TH
Tariq Hassan
Mar 1, 2025
journal text

Why RAG Fails in Insurance

Retrieval-augmented generation (RAG) works well for general knowledge, but insurance documents are far more complex.