// SOLVING THIS WITH AN AI ASSISTANT (2026)
If you are working through this problem with an AI coding assistant — Claude, ChatGPT, Cursor chat, Gemini, GitHub Copilot, Aider, or any agent — the goal isn’t to ask for the answer. It is to use the tool to understand the pattern. The prompt sequence I’d run:
The pattern matters more than the answer. If the agent just hands you optimized code, you’ve trained yourself to lose interviews.
There are two sorted arrays nums1 and nums2 of size m and n respectively.
Find the median of the two sorted arrays. The overall run time complexity should be O(log (m+n)).
You may assume nums1 and nums2 cannot be both empty.
Example 1:
nums1 = [1, 3] nums2 = [2] The median is 2.0 Example 2:
nums1 = [1, 2] nums2 = [3, 4] The median is (2 + 3)/2 = 2.5
Solution 1:
class Solution {
public double findMedianSortedArrays(int[] nums1, int[] nums2) {
int totalLength = nums1.length+nums2.length;
int[] helper = new int[totalLength];
int count = 0;
int left = 0;
int right = 0;
while(left<nums1.length && right<nums2.length && count<=((totalLength/2)+1)){
if(nums1[left]<=nums2[right]){
helper[count] = nums1[left];
left++;
}else{
helper[count] = nums2[right];
right++;
}
count++;
}
while(count<=(totalLength/2)+1){
if(left<nums1.length){
helper[count] = nums1[left];
left++;
}else if(right<nums2.length){
helper[count] = nums2[right];
right++;
}
count++;
}
double median;
int mid = totalLength/2;
if(totalLength%2==0) {
//System.out.println(helper[mid-1]+" "+helper[mid]);
median = (double)(helper[mid-1]+helper[mid])/2;
}else{
median = (double)helper[mid];
}
return median;
}
} For the AI-native engineering side of HackerHeap — building MCP servers, comparing agents (Claude Code, Cursor, Windsurf, Codex, Gemini, Copilot), and weekly working code — see the Friday Build newsletter and the MCP archive.
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