Mxhlix

While mass-producing web tools with an AI, I've changed how I lock the design in three stages. The...

Numbers first. What I built: 623 browser-based web tools × 5 languages (ja/en/es/fr/pt) How: an...

Mass-produce web tools with an AI agent and you will hit this wall: the design drifts on every...

Watch an AI agent write code long enough and you'll notice something dangerous about how it behaves...

I had an AI agent filling out a listing form on a web service. Every text field went in. It clicked...

I run about 600 browser-based web tools, each shipped in five locales, all built by Claude Code. For...

I run a large fleet of "preview it, then download it as PNG" web tools — name tags, certificate...

Hand an AI agent a QA checklist and here's what you get: every item inspected top to bottom with...

Back when I first delegated QA to an AI agent, it signed off on a tool with "all features working,...

In my last post I said that for normal HTML pages, element-based automation (find / read_page) beats...

If you use Claude in Chrome (Chrome MCP) for browser automation, you have probably hit some of...