Builder at the edge of useful.

I care about the space between a promising technology and a genuinely useful tool: the decisions, constraints, tests, and small interface details that make the difference.

My current work explores practical AI workflows, Codex-assisted software development, benchmark design, and automation. I’m especially interested in systems that extend human judgment instead of hiding it.

Good tools reduce the distance between a clear thought and careful action.