DFS on graph

Last updated: February 1, 2026

Quick Overview

Apply the Sliding Window algorithm on a grid to solve this optimization problem.

Reddit
Coding & Algorithms
Machine Learning Engineer
Reddit
February 1, 2026
Machine Learning Engineer
Phone Screen
Coding & Algorithms
Hard

7

17

4,013 solved


Apply the Sliding Window algorithm on a grid to solve this optimization problem.

This coding problem is frequently asked during Phone Screen at Reddit. The interviewer is testing your ability to translate a problem into clean, working code while discussing time and space complexity. Reddit expects candidates to write production-quality code, not just solve the puzzle.

What the Interviewer Expects
  • Quickly identify the optimal approach and its theoretical basis
  • Handle complex algorithm design with multiple interacting components
  • Write concise, elegant code under time pressure
  • Prove correctness of your approach and discuss alternative solutions
  • Optimize beyond the obvious: discuss constant factor improvements
  • Address follow-up variations and explain how the solution generalizes
Key Topics to Cover
Dynamic programming and memoization
Tree structures and recursion
Common algorithm patterns (sliding window, two pointers, BFS/DFS)
Time and space complexity analysis
Sorting and searching
Edge cases and input validation
How to Approach This
  1. Clarify input constraints and edge cases before writing code.
  2. Walk through your approach verbally and confirm with the interviewer before coding.
  3. Start with a brute force solution, then optimize. Mention time and space complexity.
  4. Test your solution with examples, including edge cases like empty input or duplicates.
  5. Consider common patterns: sliding window, two pointers, hash map, BFS/DFS, dynamic programming.
Possible Follow-up Questions
  • How would your solution change if the input was sorted?
  • How would you parallelize this solution?
  • What if the input doesn't fit in memory?
Sharpen Your Skills on Codemia

Practice similar problems with our interactive workspace, get AI feedback, and track your progress.

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Sample Answer
Problem Analysis

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Brute Force Approach

Always start with the simplest correct solution, even if it's not optimal. This shows you can solve the problem and gives you a baseline to optimize f...


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