What I'm doing now

Building AI-native products

I'm building governed reasoning infrastructure for energy markets and an agentic real-time risk intelligence tool.

Exploring practical AI

I'm learning, building, and exploring how AI can help businesses of every size. Each one has different needs and resources, so I focus on making the technology practical and accessible without unnecessary complexity.

Building engineering teams

I help build engineering teams while staying close to architecture and engineering, working across product, strategy, and the teams behind the systems we build.

Running an AI lab

I'm experimenting and building with AI infrastructure, open-source tools, and the ideas that shape how we understand and build complex systems.

I'm writing down what I learn along the way:

• AI Agents Inherit Every Decision
• The End of the Isolated Specialist
• Deploying LLMs and AI Agents Locally: Is It Actually Worth It?
• Hybrid AI Setup: Local Server, MacBook Pro, and the Things That Matter
• The Open-Source Agentic Coding Stack
• Hermes Agent and OpenClaw: Two Different Ideas of a Personal Agent
• Core Tools and Ecosystem
• Fedora or Omarchy for a Local AI Workstation
• Hardware Requirements for an AI Lab