Insights on AI career transition, portfolio projects, risk management, and technical learning journey.
February 9, 2026 · 23 min read
A leaked Signal chat, a personal AI project, and a viral open-source agent with 180k GitHub stars. Together they reveal what an agentic system actually consists of and why the same architecture powers both a personal assistant and an enterprise platform.
December 28, 2025 · 12 min read
Following the success of my Thames Water dashboard, I built a real-time energy monitoring system. This time with proper APIs, live data every 10 seconds, and years of historical consumption at my fingertips.
December 22, 2025 · 10 min read
a shocking bill, a tendency to procrastinate, and a philosophy about keeping humans in the loop led me to build something far more valuable than I expected.
October 21, 2025 · 11 min read
A deep dive into designing and implementing a production multi-agent AI system with Universal File Context architecture, managing daily operations and comprehensive life optimization.