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Interview questions / Python & DSA
Python & DSA interview question

Binary Tree Maximum Path Sum

Find the maximum path sum in a binary tree where a path may start and end at any nodes.

hardcodingEvidence 66/1001 source reportTikTok

The 60-second answer

Use postorder DFS returning the best downward gain while updating a global split-path maximum. Target O(n) time and O(h) recursion space.

Build the answer in this order

1
Clarify constraints

Use postorder DFS returning the best downward gain while updating a global split-path maximum.

2
Choose the approach

Target O(n) time and O(h) recursion space.

3
Prove complexity

Call out edge cases such as all-negative trees, single-node trees, and ignoring negative child contributions.

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

  • Differentiate the return value from the global answer; mixing those two states is the classic bug.
  • For production robustness on pathological depth, mention iterative postorder.

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.