Guides — builder-grade AI workflows.

Long-form, hands-on guides. The actual stacks we build with, what we tried, what we abandoned, and what to copy.

Server rack with network cabling — self-hosted AI infrastructure

GUIDE · INFRASTRUCTURE Self-hosted AI tool stack: what to run, on what hardware, what to skip READ THE GUIDE →

Self-hosted AI tool stack: what to run, on what hardware, what to skip

A practical guide to building an AI stack on your own hardware in 2026 — what's actually worth self-hosting, the hardware tier that fits each tool, and where you should pay for hosted instead.

Apr 18, 2026

Macbook on a desk — content production workspace

Workflows

AI content production workflow: the stack we use to ship ANN Live

Research → script → screenshots → render → publish — the actual pipeline that turns five hours of editorial work into a daily news article and matching video. With tool list, costs, and the parts we'd skip if starting over.

Apr 17, 2026

Self-hosted AI tool stack: what to run, on what hardware, what to skip
A practical guide to building an AI stack on your own hardware in 2026 — what's actually worth self-hosting, the hardware tier that fits each tool, and where you should pay for hosted instead.

Infrastructure Apr 18, 2026
Read →
AI content production workflow: the stack we use to ship ANN Live
Research → script → screenshots → render → publish — the actual pipeline that turns five hours of editorial work into a daily news article and matching video. With tool list, costs, and the parts we'd skip if starting over.

Workflows Apr 17, 2026
Read →