Persistent creative context
A project retains references, visual settings and asset history as reusable context. New requests draw on that state, carrying creative direction across a series of assets.
Independent execution
Generation has its own lifecycle, separate from the canvas interaction. Progress, completed outputs and recovery state remain available as the work develops.
Result integrity
Saved image results are checked against their recorded identity before checkpoint recovery. Completed work can be restored from those results without repeating the generation request.