Use a single-pass counter approach: track the number of unmatched closing parentheses and the number of unmatched opening parentheses. The minimum additions equal the sum of these two counts. Alternatively, use a stack to match pairs and count the remaining unmatched parentheses.
Pro tip: Clarify that the problem asks for the minimum number of parentheses to add anywhere, not just at the ends. Mention that a stack-based solution is intuitive but a counter-based solution achieves O(1) space, which is optimal.
Confirm that you need to add parentheses (either '(' or ')') to make the string valid, and you want the minimum number. A valid string has balanced parentheses with no unmatched ones.
Decide between a stack-based method (O(n) space) and a counter-based method (O(1) space). The counter method is more efficient and simpler to implement.
Initialize open_needed = 0 and close_needed = 0. Iterate through each character: if '(', increment open_needed; if ')', check if open_needed > 0, then decrement open_needed, else increment close_needed. At the end, return open_needed + close_needed.
Walk through examples like '())', '(((', and '())((' to verify the counts. For '())', open_needed=0, close_needed=1, total=1. For '(((', open_needed=3, close_needed=0, total=3.
State that the time complexity is O(n) and space complexity is O(1) for the counter method. Mention that the stack method uses O(n) space in the worst case.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.