02 / Journal

Ideas and lessons

Writing on frontend architecture, product systems, technical leadership, and practical AI-assisted engineering.

Software Cost Does Not End When the Code Is Generated

Model price is only one layer. Operating agents also requires budgets for execution, validation, containment, recovery, and human attention.

Agents can produce and review more changes. The real limit is turning evidence into understanding, and understanding into responsibility.

Agents are reaching the browser. Frontend's answer is not more automation, but better semantics, native controls, and explicit boundaries.

Moving from a full CMS to static Markdown was less about changing tools and more about choosing the right amount of system.

The principles that changed how I build software—and why clarity always wins.

Building a complex product or facing an architecture challenge?