The 60-second answer
Use BFS by deletion depth to guarantee minimum removals, with a visited set to deduplicate states. Target exponential worst-case time with pruning; O(number of explored states) space.
Build the answer in this order
1
Clarify constraints
Use BFS by deletion depth to guarantee minimum removals, with a visited set to deduplicate states.
2
Choose the approach
Target exponential worst-case time with pruning; O(number of explored states) space.
3
Prove complexity
Call out edge cases such as duplicate parentheses, strings without parentheses, already-valid input, and multiple answers.
4
Test edge cases
Explain the invariant before coding, then dry-run a small case and state time/space complexity.
A useful interview mental model
This is the shape of a strong answer—not a script to memorize.
01Clarify
02Approach
03Implement
04Test
05Complexity
Senior-level signal
- Explain why you stop expanding after finding valid strings at the first BFS depth.
- A backtracking solution can be more memory efficient; discuss its pruning and duplicate-suppression rules.
What the interviewer is really testing
Problem decomposition, correctness, data-structure choice, complexity reasoning, and clean implementation under pressure.
Likely follow-up questions
Can you improve the time or space complexity?
Which edge case is most likely to break this solution?
How would you test this under interview time pressure?
Common weak-answer patterns
- Starting to code before constraints are clear.
- Giving complexity without explaining why it is correct.
- Skipping adversarial and boundary cases.