How do you find the first negative number in every window of size k?
PICTURE THIS: DATABASE INDEX
Simple meaning
Keep a deque of indices of negatives inside the current window, dropping those that slide out of range.
WHY — Sliding Window instead of guessing?
Why interviewers care about Sliding Window:
question about Sliding Window.
trade-offs, and what you would actually do on a DSA project - not buzzwords.
Name the idea, why it exists, then one short example.
End with when you use it and one common pitfall.
STEPS — What happens step by step?
Before you speak the answer, walk the interviewer through these steps:
- 1Keep a deque of
indices of negatives inside the current window, dropping those that slide out of range.
- 2The front of the
deque is the first negative, or you report 0 if the deque is empty.
- 3Each index enters and
leaves at most once, so time is O(n) with O(k) extra space.
- 4Give an example
One tiny concrete case you can say aloud.
- 5Common mistake
What juniors usually get wrong.
- 6Close
When you pick this over the alternative.
EXAMPLE — See it in action
Here's a short line you can speak, broken into clear beats:
Note: Adapt this scaffold to your own project — keep it under 60–90 seconds.
Key takeaway
Keep a deque of indices of negatives inside the current window, dropping those that slide out of range. The front of the deque is the first negative, or you report 0 if the deque is empty.