Collaboration Surface
For high-context systems work.
Best for conversations where architecture, memory, state, risk, or feedback loops are the real substance.
Talk To Me About
AI-native workflows and agent memory
context construction, review loops, persistence boundaries
Trading infrastructure and execution systems
truth sources, reconciliation, operator visibility
Infra-heavy system collaboration
pressure, ownership, failure modes, handoff shape
Character-system memory infrastructure
current exploration around continuity and life signals
Best First Note
Send a concise context note. The useful shape is:
- 01 what system are you building?
- 02 what pressure is it under?
- 03 what conversation do you want to have?