Posts
CLAUDE.md Is a Score: Running a One-Person Company as an AI Conductor
I don't have employees, and I don't pay for a pile of SaaS. I restructured my work into a system of AI agents: two Macs, one rule file that keeps growing, and four agent roles that each stay in their lane. Here's the architecture and the traps I hit.
I Gave My Blog Both an MCP Server and a CLI, Then Measured the Tokens
'MCP is dead, CLIs are cheaper' takes are everywhere. Why not both? I built both paths for this blog, mostly for fun, and measured the same task over each. The conclusion is more boring than the takes — but it has numbers.
From 3 Hours to 30 Minutes: My Automated Chinese Subtitle Pipeline
A subtitle production line running on Apple Silicon — local ASR, on-screen term extraction, LLM correction, and a fail-safe quality gate. This post covers the architecture, the term-learning loop, and three lessons that took it from "it runs" to "it's reliable."