At the forefront of AI
The design work here is mostly rules: patterns that still hold when the system is far too large for anyone to keep in their head, decided with people spread across the world and several time zones. A good deal of it is AI tooling I build myself — plugins, prototypes, whatever removes a week of dragging rectangles — so design moves at the pace engineering does.
- Owned
- Systems, patterns and the rules that govern them, plus the tooling and working prototypes around them.
- Challenge
- The product itself — enormous and genuinely complicated, with a great many moving parts that all have to keep agreeing.
- Decision
- Treat AI as tooling to build with now, not a feature to wait for. Most of my workflow is rebuilt around it.
- Learned
- At this size a working prototype settles an argument that no amount of presenting ever will.


