01
The operational problem
Visual editing cannot simply stop when connectivity fails. Local changes must survive, merge deterministically, and return to a synchronized state without hiding risk from the user.
NATIVE COLLABORATION
An offline-capable collaboration architecture preserves native visual work through disconnection, reconnects safely, and makes recovery state understandable.
Evidence statusImplemented system
02
The system response
We developed an offline-first collaboration layer around local command journaling, deterministic replay, synchronization, presence, history, and recovery tools.
03
Operational impact
Edits remain recoverable through interruption, while reconnect and synchronization state stay visible to the person doing the work.
NATIVE COLLABORATION
Implemented scope
13Offline Collaboration & Recovery
- 01
Local command journaling and offline edit preservation
- 02
Deterministic merge, replay, presence, and reconnect behavior
- 03
Activity history, comparison, and recovery tooling
04
Technical foundation
SwiftSQLiteRustAutomerge CRDTWebSocketsAxumPostgreSQLGoogle Cloud Run
05
Implementation notes
Claims on this page describe implemented scope at a high level. Private interfaces and live operational data are not published.
Operational impact