The Missing Context: Why AI Coding Agents Need Production Intelligence
TL;DR: Coding agents are incredible - majestic and powerful - but in complex enterprise-scale production they can still wreak havoc.
Dec 24, 2025
About the author
May Walter is a software engineer, researcher, and entrepreneur with a proven track record leading technology innovation as CTO across multiple startups.
An authority in operating system optimization and cloud runtime internals, now co-founder and CTO of Hud, where she is pioneering a Runtime Code Sensor – a new foundation for AI coding agents to operate with real production context.
