How this website was built with AI, and what it still took
AI web development made a site I had wanted for twenty years finally possible. What changed, what did not, and why you still need deep web knowledge.
Journal · Building with AI
AI coding tools changed what one developer can attempt. They did not change what one developer can verify, and that gap is where most of the interesting problems now live.
5 articles
AI web development made a site I had wanted for twenty years finally possible. What changed, what did not, and why you still need deep web knowledge.
An in-depth guide to Claude Code usage limits: session and weekly limits, prompt caching, effort, subagents, and the workflow that makes mine last all week.
Delegating coding tasks to cheaper models to save tokens backfired. Why cost per completed task matters more than cost per token in Claude Code.
AI writes code faster than anyone can check it. Why review only counts if it can block a change, what it cannot catch, and what gets a person every time.
Running several coding agents at once changes what one developer can attempt, but not what one developer can verify. That gap is where the problems live.
Elsewhere
Follow along
I post on LinkedIn about running a small business, building Step Into AI and what applying AI actually involves. If something here is close to a problem you are working on, write to me.