AI coding agents have become a real part of how software gets built over the past year or so. They can write code quickly, but for any non-trivial work they also need to verify that what they wrote actually works (see my article on feedback loops when coding with AI)

The Best Way to Host OpenClaw: What I Learned from Trying 3 Setups If you want to use OpenClaw seriously, hosting is not a minor implementation detail. It changes how reliable the system feels, what kinds of workflows are practical, and how much operational friction you end up absorbing. But

I've spent the last four months building securegpt.ru — a full-stack product with multiple microservices and LLM integrations. Almost all of the code was written by Claude Code. When I started, I didn't have much experience working with AI coding agents. I'd used them