Author
Cam Young
Cam Young is a ML sales engineer at Arize AI, a machine learning observability company. Cam previously was a lead sales engineer at an a16z backed venture that modernized the contact center. When Cam is not cohort analyzing feature drift, he enjoys hiking with his dog Otto and racing around the track.
Recent posts
-
AI EvaluationWhat is an evaluation harness? Definition & guide
An evaluation harness is the standardized infrastructure that decides what gets evaluated, runs the evaluation, and acts on the result. Chris Cooning Hakan Tekgul Cam Young May 4, 2026 14 min read -
AI EngineeringFrom First Eval to Autonomous AI Ops: A Maturity Model for AI Evaluation
Every team runs evals. Almost none have an evaluation practice. The difference is the gap between a one-off notebook and a system that continuously assesses, alerts, and acts… Cam Young April 3, 2026 6 min read -
AI ObservabilityWhy Enterprise Executives Should Be Hip To LLMOps Tools Heading Into the New Year
From better customer service to more rapid drug discovery, generative AI is quickly reshaping industries. According to a recent survey, 61.7% of enterprise engineering teams now have or… Cam Young December 20, 2023 3 min read
Don’t ship vibes.
Arize gives AI teams observability and evals to understand and improve agent performance.
