Contact
For consulting, AI training, product builds, collaborations, speaking, and partnerships.
The best conversations are about AI-native engineering systems, enterprise architecture, platform strategy, research collaboration, and serious research-to-production work.
Direct channels
For serious architecture, research, or leadership conversations, email or LinkedIn is the best starting point.
Send a concise noteUseful context to include
Situation
What system, organization, product, or research direction is involved?
Decision
What architectural or strategic decision needs clearer judgment?
Timeline
Is this exploratory, near-term advisory, or a collaboration proposal?
Building an app or web product?
For an MVP you want to take to launch. A few lines is enough: what you want to build and the rough timeline. The rest we can go through in conversation.
Field notes on AI-native engineering
Occasional, high-signal essays on governable autonomy, durable context, and shipping AI-assisted systems. No noise.