Architecture

Why AI Agents Fail: Pattern Matching Beats Reasoning Scaffolds

Why AI Agents Fail: Pattern Matching Beats Reasoning Scaffolds Everyone says an AI agent fails because it cannot reason well enough. The failure dat…

The Illusion of Scale, Part 5: The System That Outlives the Team

A few years ago I built an electronic search warrant system for a state law enforcement agency. Paper process, courthouse logistics, hours of waitin…