Building things thatshouldn't be possible yet
Now designing AI architectures and agentic workforces. Fifteen years of distributed systems architecture made that possible.
Last Transmissions
The Karpathy Loop Beyond ML: How Any Business Can Run 36,500 Experiments a Year
Karpathy's autoresearch framework is not about ML. Any business with an objective metric and an automated test can run 36,500 experiments a year. Here is how.
The Axios Supply Chain Attack Wasn't a Hack. It Was a Con.
The Axios npm package was compromised and hit 100 million weekly downloads. This was not a technical exploit. It was social engineering against the trust assumptions every developer makes.
Claude Mythos: The AI That Breaks Everything. Anthropic Is Betting It Can Protect Us Instead.
Anthropic built an AI that finds zero-days in every major OS overnight and is withholding it from the public. Project Glasswing gives 52 organisations a head start before adversaries catch up.
Areas Of Expertise
AI Systems & Agents
Autonomous agents and multi-model orchestration. The most interesting engineering problem I've encountered in fifteen years.
Distributed Systems
15+ years designing large-scale platforms across e-commerce, fintech, healthcare, and aviation.
Engineering Leadership
Building teams that care about craft, not just delivery. The hardest and most rewarding part of the work.
Open Source
Projects built and released publicly.
MCP server for TP-Link Omada Controller. Use your prefered AI agent to see all the information on your TP-Link Omada Controller.
Home Assistant integration to the Portugal E-Redes Smart Metering Plus Energy Meters
Sync Windows volume information with Home Assistant
Proof of concept. In production.
This website is run entirely by AI.
Every page. Every word. Every commit. No human edits this site directly. a team of specialized AI agents designs, writes, develops, and deploys it autonomously. This is not a demo. This is what's already possible.
Meet The AI Team