LJ

Blog

Notes on how I build and ship software.

Nov 5, 2026 · 3 min read

How I built an AI-agent workflow for my portfolio

How this portfolio is changed through Spec Kit, a constitution, a least-privilege bot account, pull requests, CI and human review.