Writing

One publication. Many difficult questions.

Essays, research notes, experiments, and field notes about intelligent systems and the real engineering required to make them useful.

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Featured / opinion

AI agents are systems problems

Models matter. But architecture, context, permissions, evaluation, and operations decide whether an agent becomes infrastructure or remains a demo.

Aug 15, 2026

paper · 9 min

A research note on giving efficient local models and larger central systems different jobs inside one security architecture.