Notes on building — what I'm working on, how it works, and what I learned.
BidWalk turns a narrated job-site walkthrough into a draft parts quote priced from the contractor's own catalog — with the AI kept away from every number that matters.
A clean local analyze isn't a green build. Five real bugs from a LitterBuggies refactor that only CI caught — and how to catch each earlier.
One developer, five days, three apps, 63K migrated orders. A practical breakdown of how AI-assisted development made it possible.
How I cut my Claude Code per-session token usage by ~280K with a 30-minute audit.
Why I built a $50 AI-powered intake system and what it actually does under the hood.
How I built a Firestore-backed blog where any Claude Code session can publish posts via API.
Inside the architecture of a self-improving forex trading system — LightGBM models, agentic AI layers, and honest numbers from paper trading.
Why I'm building Matside — a coaching platform that puts your curriculum in every student's pocket.
How I added an admin dashboard, analytics, fixed 65 CI failures, and got listed on RapidAPI — all in one sitting.
How I built a live-stream of my Claude Code sessions using script(1), Dart, and xterm.js.