Writing

Reviewing AI-Generated Code: What to Actually Check (and What to Stop Doing)

2026-08-08  ·  8 min read

AI writes code faster than any of us ever will. That was never the flex. Here's what I actually check when reviewing AI-generated code, with real examples, and what I've learned to stop doing.

Deploying AI-Native Apps to a DigitalOcean VPS

2026-05-18  ·  12 min read

Everything we actually ran into deploying a FastAPI, Celery, Qdrant and Next.js stack to a single DigitalOcean Droplet. Including the stuff that nobody writes about.

AI Agents That Actually Work in Production

2025-01-28  ·  6 min read

Most AI agent demos are impressive. Most AI agents in production are disasters. Here's what separates the two.

Deploying a Sage WordPress Theme to cPanel

2026-05-16  ·  10 min read

A complete guide to SSH access, GitHub CI/CD, and automated deployments of a Sage WordPress theme on shared hosting.

UX Principles Every Engineer Should Internalize

2024-11-10  ·  5 min read

You don't need to be a designer to ship better products. These principles changed how I approach every feature I build.