Matthew Hayes

High-Velocity Engineering through Agentic AI.

I build production-grade software faster by wrapping probabilistic AI in deterministic systems.

Latest Work

English is Not Code: Why Coding Agents are Actually Slot Machines

Stop treating prompts like contracts. Learn how to build deterministic cages for probabilistic AI.

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Professional Profile & Agentic Methodology

A narrative on high-velocity engineering and the 5-phase specialist pipeline.

Profile

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