Selected field notes

Writing

Selected writing on applied AI, production systems, evaluation, security, and governance.

August 3, 20264 min read

Engineering After the AI Demo: Evaluation, Controls, and Field Integration

What 2026 examples and a personal project reveal about three AI engineering problems that outlast any model: evaluation, controls, and field integration.

AI Applied AI Reliability