Zero Overhead Sandbox Branching
Zero overhead branching
Btrfs powered incremental snapshots
Memory dump compression at snapshot
Multi stage plans can fail
Restarting a deep DAG is expensive
Backtrack + replan + execute much faster at scale
Can cache key sandbox milestones across plans for reuse
Sandbox Hash1
Sandbox Hash2
Sandbox Hash2'
AI text/layout recreation from video frame; verify against source image.