This one took me a while to get off the ground.
Start by clarifying the existing API semantics and state model, then propose a redo stack that mirrors the undo stack, ensuring redo is only valid after an undo and is cleared on new mutations. Walk through the full interaction of apply, batch, undo, and redo with concrete examples, highlighting edge cases and invariants.
Pro tip: Explicitly state the invariant that the redo stack is cleared whenever a new mutation occurs, and discuss how batch operations should be treated as a single undoable/redoable unit to avoid partial state issues.
Ask questions to confirm what apply(), batch(), and undo() do, whether they are synchronous, and how state is represented (e.g., immutable snapshots vs. command objects).
Propose maintaining an undo stack and a redo stack; undo() pops from undo stack and pushes onto redo stack, while redo() does the reverse, with redo() being a no-op if the redo stack is empty.
Specify that any new mutation (apply or batch) clears the redo stack, and that batch operations are atomic units on both stacks; also ensure undo/redo are idempotent when stacks are empty.
Illustrate consecutive undos, redo after new mutations, redo after multiple undos, and interleaving of batch and single operations, showing how the stacks evolve.
Compare command pattern vs. snapshot approach for memory and performance, and mention potential optimizations like coalescing or limiting stack size.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.