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Edits queue their path; before the next snapshot the engine walks dependents with a frozen copy of every recorded view (each dependent on the graph stack) and stamps affected documents with a sequence. Consumers read them via changes_since(cursor), so queries in between cannot absorb a change. Graph dictionary views now cover the combined import list, matching first-wins resolution.