Articles & notes
Thoughts on automotive retail, AI, and building things that matter.
Building The Meme Factory
Why I turned a 41-skill AI infrastructure PRD into a meme-powered corporate satire, and what it actually documents.
Mar 10, 2026Building a Workflow Engine with AI Agents
How I built OkieDokie's content approval system using a multi-agent pipeline with a base-agent, content-agent, research-agent, and orchestrator, plus a bead system for tracking content lineage.
Mar 9, 2026Phase-Based Development at Scale
How I structured 26 sequential development phases on Vandoko to ship v1.0 through v1.3 without losing track of what was done, what was broken, and what came next.
Mar 9, 2026Docker and Prisma on Windows: Lessons Learned
Six Docker and Prisma deployment fixes in one day on Vandoko, plus the Windows-specific pnpm issues that made it harder than it needed to be.
Mar 9, 2026Coordinating Multiple AI Models
How I set up tri-model routing across Claude, Codex, and Gemini, and what I learned about when to use each model and how to keep context consistent across them.
Mar 9, 2026Strategic Use of GitHub Forks
19 forks in @mautomo, analyzed by category. Which ones became products, which serve as component catalogs, and what fork hygiene actually looks like in practice.
Mar 9, 2026