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 Heist You Cannot Stop: How AI Companies Are Losing Their Most Valuable Asset
How 16 million Claude conversations were stolen by Chinese AI companies using distillation to strip safety training while preserving dangerous capabilities.
GPT-5.4-Cyber: OpenAI's Answer to the Question Nobody Wanted Asked
Two cyber-AI models in 7 days. Glasswing to 52 orgs. TAC to thousands. Same capability, opposite philosophy. How we govern AI shapes everything that follows.
Claude Mythos: When AI Learns to Break the Internet, Who Gets Left Behind?
Mythos found zero-days across every major OS overnight. The technical story is told. The harder question is what this means for hospitals, governments, and everyone who was not in the room.
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