AI-Directed Builds

Case Studies

Real builds. One method. No code written by hand.

Portfolio Intelligence Platform

290 days estimated. 14 active working days delivered. 66,380 lines, 44.7B rows, 7 AI agents.

33 processes, 9 AI agent profiles, 5-stage content flywheel — a one-person media operation running on a Mac Mini.

Six models on a Mac Mini M4. What worked, what crashed, and what I'm still running. Honest local LLM testing.

Polish household energy comparison — 63 suppliers, 745 tariffs. AI-built and AI-maintained.

151 posts. Zero developers. No code written by hand. One AI co-pilot and a content engine that runs itself.

Standalone UK household energy tools — battery sizing, solar payback, tariff comparison. In design.

What 1,000 hours of AI operator work actually taught me. The failures first, then the six practices that made everything replicable.

See the full operator profile behind these builds.