How do you find the longest substring with at most k distinct characters?
PICTURE THIS: DATABASE INDEX
Simple meaning
Grow a right pointer with a frequency map
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:
- 1Grow a right pointer
with a frequency map
- 2while the map has
more than k keys, decrement s[left] and drop it at zero, then advance left.
- 3Each index moves at
most twice: O(n) time and O(k) space.
- 4For k=2 this is
the classic fruit-into-baskets problem.
- 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
Grow a right pointer with a frequency map while the map has more than k keys, decrement s[left] and drop it at zero, then advance left.