20× Less waiting per turn 1024 Gemma’s sliding window, in tokens 12/12 Eval tasks passed on a 550-token prompt 🧰The […]
My local AI was pausing 7 seconds before every reply. It turned out to be one cache bug. Read Post »
M5 Max with 128GB unified memory: the first laptop that holds a frontier-class coding agent in RAM. 30B Qwen 3 Coder, 55 tok/s, Wi-Fi off, $0/month. What it actually unlocks for legal, medical, code, and agent work.
M5 Max + 128GB = a 30B AI Coding Agent Running Locally. Wi-Fi Off. Read Post »
Over three weeks I burned $2,976 of API-equivalent Claude usage. I paid $100. Why Anthropic is subsidizing power users 40x — and what I built on the side.
Pulling 10x My Subscription Value Out of Claude — While Quietly Building the Backup Plan Read Post »
Anthropic is testing removing Claude Code from the Pro tier. Cloud AI pricing is drifting up. Heres the free local setup that runs Claude Code on your Mac with zero subscription.
Cloud AI Coding Costs Keep Climbing — How to Pay $0 and Still Use Claude Code Read Post »
How I went from 30 tok/s with Ollama to 65 tok/s with a native MLX Anthropic-API server. Killing the proxy was the whole game.
Three Generations of Running Claude Code Locally on a MacBook — What I Actually Learned Read Post »
