Your memory has hands now. Watch a form fill itself.

A tiny page-agent: the page becomes a numbered text list, what the agent knows about you comes from a memory store, and a model turns the two into clicks and keystrokes. No pixels, no screenshots — and the agent is only as good as the store it reads from.

🚗 Auto insurance claimAcmeSure — First Notice of Loss
Full name *
Email *
Phone
Policy number *format AC-00000-X
Street address *
Date of incident *
Type of incident *
What happened? *
Submit claim
the agent at work
1/10

Filing an insurance claim: the chore nobody wants. The agent knows 7 facts about Maya — watch it turn them into keystrokes.

Memory says the user's name is Maya Chen → field [1].

what the agent knows about maya
  • User's name is Maya Chen
  • Email: maya.chen@gmail.com
  • Phone: (415) 555-0198
  • Auto insurance policy number is AC-88214-B
  • Lives at 2847 Fillmore St, San Francisco, CA 94115
  • On 2026-06-28 a hailstorm dented her car's roof and hood while it was parked outside
  • Nobody was hurt in the hailstorm incident

This is a memory store — the same extract→store→retrieve idea from the Memory course . Here it grows hands.