Articles

Notes from turning AI-built applications into production systems: what the prototype missed, what changed, and what it actually cost. First articles are in progress.

I gave Claude Code the same AWS tasks before and after Agent Toolkit

Three AWS tasks, run five times each with and without Agent Toolkit. What changed — and what still required production engineering.

Draft