Engineered guides for people who build their own infrastructure, homelab, self-hosted AI, and the tools around them.

Everything tested. Numbers included. Run by an engineer who reads the 2am forum threads so you don't have to (I do it anyway, it's a condition).

guides 02lab notes 01last test 2026-07-07

latest guide

My Cursor AI workflow

How I actually use Cursor for day-to-day coding: the setup, the prompting habits that pay off, and the failure modes to expect. Retitled and migrated from the old site, tooling refresh queued.

Tools · beginner · 30 minutes

latest lab notes

SHIPPED Rebuilt the whole web presence: 2 sites, 5 repos, $0 a month

2026-07-07

the newsletter

Lab Notes weekly: what got tested, what the numbers said, one useful link.Details and signup, or take thefull-content RSS feed, no account needed.