Work
Public projects, with the thinking behind them.
Open source
Compass
LANGGRAPH / PYTHONHelp people discover what an agent can do. I built Compass to generate useful follow-up questions grounded in an agent’s capabilities, with controls for when to suggest and when to stay quiet.
ILLUSTRATIVE EXAMPLE
“How did signups change this month?”
Signups increased. Most of the growth came from referrals.
“Anything else I can help you with?”
The user still has to figure out what’s possible.
“Want to compare referrals with your other signup sources?”
A specific next step, grounded in available data and tools.