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 Photoshop Panic Started With Skate 3. Then Came REA.
From Skate 3 to Photoshop, REA made reverse engineering easier to operate, but software still needs research, support, security and constant evolution.
The Model Is Not the Product. The Harness Is.
A frontier model is only one component of an agent system. Context, tools, verification, permissions, and routing decide whether work actually gets done.
The Coming Fight Over Downloadable Intelligence
Open-weight AI is becoming a security fight over irreversible capability, but a US-only ban could protect API moats and surrender vital strategic ground.
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.
Projects
Speaker Volume Bridge
Use your computer's normal volume controls to adjust a Sonos speaker on your local network.
Explore Project →E-REDES Smart Metering Plus
Bring data from Portugal's E-REDES Smart Metering Plus service into Home Assistant.
Explore Project →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