Why AI Projects Fail After the Demo

A practical look at why impressive AI prototypes often fail in production, and how to reason about the gap between a demo and a dependable system.

July 11, 2026 6 min read

Six Pattern Families Every AI Systems Engineer Needs to Know

A practical field guide to the orchestration, reliability, evaluation, memory, inference, and human oversight patterns behind production AI systems.

May 20, 2026 23 min read