The 60-second answer
Use iterative run-length encoding over the previous term. Target O(total output size) time and O(output size) space.
Build the answer in this order
1
Clarify constraints
Use iterative run-length encoding over the previous term.
2
Choose the approach
Target O(total output size) time and O(output size) space.
3
Prove complexity
Call out edge cases such as n=1, repeated digit groups, and multi-digit run counts.
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
- Avoid clever recursion that obscures the linear scan; optimize for correctness and readable state transitions.
- If asked to scale generation, discuss streaming terms rather than retaining the full history.
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.