Decorative circuit board background pattern

#ai productivity

2 posts

AI Revealed Our Tech Debt, So I Fixed My Security in an Hour

March 26, 2026

WireGuard VPN, Keycloak zero trust, and OIDC across every service — deployed in one hour with Claude. A wake-up call on the tech debt AI is exposing.

One Hour, One AI, One Destroyed Network Config

March 23, 2026

I let Claude loose on my janky home network and it fixed years of accumulated mess in 60 minutes. Then I started thinking about what this means for software itself.