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Tom Beaumont
Developer Advocate
Ridgeline
Their schedule1 session
Monday, October 12, 2026
AI EngineeringTalk
Evaluation harnesses for production LLMs
A working tour of a real evaluation harness: dataset curation, judge prompts you can defend, statistical significance on small samples, and wiring the whole thing into CI so a regression blocks a deploy rather than surprising a customer.
10:00 AM - 10:45 AMWorkshop Room
Speakers
- TBTom Beaumont
Developer Advocate · Ridgeline
- HKHana Kobayashi
Research Engineer · Institute for Applied ML
Format: TalkTrack: AI Engineering