Articles
Substantial analysis from the lab: what the prototype missed, what changed, and what it actually cost.
I built a static site and deployed it to AWS with Claude Code and Agent Toolkit
One prompt, an approval step before anything is provisioned, then S3 and CloudFront. The walkthrough covers the architecture, the build and deploy, and a dark mode change after the site went live. The prompt and source are on GitHub.
Watch on YouTube →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.
Read article →Draft