The Difference Between a Script and a System
A script runs a task. A system has inputs, logs, alerts, ownership, rollback, and someone responsible when it fails.
Writing
Field notes from the build
Practical notes on AI, automation, content sites, and the machinery behind the work.
How Long Does a Content Site Actually Take to Get Traffic?
If you need traffic in 90 days, buy ads. Content sites are slower, uglier, and more interesting than the guru version.
Programmatic SEO on a Small Niche Site: What I’m Testing and What I’d Avoid
Programmatic SEO can work, but only when the pages deserve to exist. Thin pages at scale are still thin pages.