Insights

One publication. Many difficult questions.

Technical articles, research, engineering notes, and professional analysis about intelligent systems and the real engineering required to make them useful.

Topics describe what an idea is about. Formats describe what kind of piece it became.

  • opinion
    The difficult part of useful agentic AI is not the model call. It is everything required to make judgment and action reliable.

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