Run AI on my own hardware.

“I want to stop paying per token and keep my data local.”

In this order

5 real Ollama projects on your own GPU in 30 days

The local AI on-ramp and a solid seller.

Tune your local AI from 3 to 30+ tok/s on the same GPU

The performance fix after the install pain.

Run the real Claude Code, Codex, and OpenCode 100% local on Ollama

Swap the paid coding agent for a local one.

A trace logger, an eval harness, and a router that proves a cheaper model keeps up on your own work

Prove a cheaper or local model keeps up, then route the work to it.

10 deployed projects on $10/mo with DeepSeek + Kimi routing

The cheaper coding stack if you want to stay off Claude Max.