Engineering

Most AI coding tricks fade after a week. These three workflows survived months of daily use: spec-first scaffolding, test-anchored refactoring, and review-as-prompt.

Notes

The tools that survived another year of churn: one editor, one terminal, a homelab that fits in a drawer, and fewer apps than ever.