creation.
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llm llmgate

Failure-Taxonomy Authoring Tool for LLM Evals

Tooling for the hard 60-80% of eval-dev time (Hamel Husain) โ€” authoring and maintaining failure taxonomies โ€” which no tool owns.

evalsfailure-taxonomyobservabilitytoolingwhitespace
DISTILL-llm whitespace callout. The eval ecosystem (Langfuse, Braintrust, Phoenix, Patronus, Galileo) covers traces and scoring but not the labor-intensive failure-taxonomy authoring that dominates real eval development. Named whitespace with no dominant vendor.

source: DISTILL-llm.md

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