Blog

I Ran Qwen3.8 at 262K Context on a 96 GB Mac Studio

How DwarfStar and mac-studio-server made a 262K-token Qwen3.8 coding session practical on a 96 GB M3 Ultra.
I Built an MCP Server for My LG TV

A local MCP server with 51 typed TV tools, exact YouTube playback, and a hidden screenshot API.
How to Interrupt an AI Agent

Your agent is busy and you just sent a correction. What a turn is, how Claude and Codex each let you steer one that is already running, and why asking whether a turn is running is the wrong question.
I Wanted My Wife to Use a Finance Bot. I Didn't Write Any of It.

From a 9pm voice memo to a family member using the bot at breakfast — what actually happened overnight, and what I was doing while it happened.
One Workflow, Three Jobs: How We Built a Reusable AI Review System

How one 146-line workflow handles design review, code review, and full pipeline review — with real bugs caught in production.
Phleet Architecture Deep Dive

How I built a multi-agent system that runs on a Mac Studio — containers, RabbitMQ, Temporal workflows, and a JSON-driven workflow engine.