First post on the new blog — how it's built and what I plan to write about.

How I traced why my coding agent made 2.7x more model calls than Claude Code on the same model, found the cause in three lines of its system prompt, and measured the fix with paired evals: 10.4% fewer tokens, 9.6% lower cost, 29 fewer turns, no loss in pass rate.