Building GTM AI Agents: Lessons from Deploying to 6,000 Users — Sait Izmit, Snowflake
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AI Engineer
Author
AI Engineer
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Terms in this piece · Glossary
eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
Why it matters
Build the evalA repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.Full definition → set from the real workflow before wiring anything up, and trade coverage for accuracy — a user who bounces off a bad first answer costs roughly ten times more to win back.
