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Traces & DetectionsSee every production run and the failures hiding inside them
InvestigationsEvidence, root cause, and a fix your coding agent can ship
EvalsDescribe what good looks like and score every run against it
CollaborationKeep support, product, and engineering on the same evidence

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Traces & DetectionsSee every production run and the failures hiding inside them
InvestigationsEvidence, root cause, and a fix your coding agent can ship
EvalsDescribe what good looks like and score every run against it
CollaborationKeep support, product, and engineering on the same evidence

Blog Changelog Careers

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2 stories in Evals

Grainy monochrome illustration of a mechanical recorder tracing an interrupted signal on a paper roll.

How to read a trace

A practical guide to finding the failures your agent's answers hide, and turning them into evals.

Antaripa Saha·11 min read

Grainy monochrome illustration of three successive sorting trays holding progressively fewer steel balls.

Your strongest LLM judge should grade the fewest traces

How to make LLM evals cheaper without actually making them worse

Antaripa Saha·16 min read