Ombulabs iconOmbulabsSep 1, 2026

Traces to Insights: Evaluating LLM Apps

If you already have traces running in production, you're closer to a solid evaluation system than you might think. Introduction In the previous post, we explored the foundations of LLM observability and tracing.

Traces to Insights: Evaluating LLM Apps

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If you already have traces running in production, you're closer to a solid evaluation system than you might think.

Introduction In the previous post, we explored the foundations of LLM observability and tracing.

We discussed how traces give you visibility into your LLM application by capturing the full sequence of events across…

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The useful part

If you already have traces running in production, you're closer to a solid evaluation system than you might think. Introduction In the previous post, we explored the foundations of LLM observability and tracing. We discussed how traces give you visibility into your LLM application by capturing the full sequence of events across…

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Tracing helps answer an important question: what happened? Knowing what happened isn't the same as knowing whether it was any good.

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