Engineering Notes

Building with AI,
in the open.

How we build private AI systems, ship real products, and automate the boring stuff. Field notes from the trenches of modern development.

5 posts

Apr 7, 2026

Behind the Build: The Skate Workshop App Infrastructure

A technical deep dive into why, what, and how we built the future of skate coaching using React Native, Expo SDK 52, and Supabase.

Mar 21, 2026

NVIDIA GTC 2026: What Jensen Huang Just Told the World About AI's Future

NVIDIA's CEO Jensen Huang gave a 2-hour keynote packed with new hardware, AI agent platforms, and 110 robots. Here's what it means for your business — even if you're not an engineer.

Mar 10, 2026

How I Replaced 10 SaaS Tools With 24 AI Agents Running on a $20/mo Server

Most 'AI automation' content is someone connecting Zapier to ChatGPT. I wanted Jarvis. So I built a 24-agent system that handles email, CRM, invoicing, SEO, deployments, and more — all on a single Linux VPS.

Feb 18, 2026

I Built a 22-Agent AI Team to Run My Business — Here's the Architecture

I run a one-man AI consultancy with a 22-agent team that works 24/7. They hold standups, find leads, write proposals, build code, and send invoices. This isn't a demo — it's running in production right now.

Feb 17, 2026

Why Your Business Needs Its Own Private AI (And How to Set It Up)

Every time your team pastes a client email into ChatGPT, that data leaves your building. Here's what's actually at stake, who's most at risk, and how to run a capable AI that stays on your hardware.

Ready to Keep Your Data Private?

Get your own private AI running on your hardware — no monthly subscriptions, no data leaving your building.

Learn About Private AI Setup

Building with AI,in the open.