AI Coding Interview Questions

AI-assisted interviews are a fast-growing format where you're allowed — and expected — to use an AI assistant like Cursor, Copilot, or Claude Code during the round, then defend every line it writes. This hub gathers every real, recently reported AI-assisted interview question on PracHub in one place: codebase coding problems, AI-era system design, and machine learning rounds, reported by candidates who interviewed at companies like Meta, Shopify, and Rippling. They look nothing like a traditional LeetCode problem — you're usually dropped into a multi-file repo and asked to fix a bug, ship a feature, and optimize for scale, producing far more code than you'd write by hand. Practicing them builds the skill these rounds actually test: directing the AI, catching what it gets wrong, and defending every decision — not prompting your way to an answer you can't explain. New to the format? Start with our complete AI coding interview guide.

104 Questions 511 Companies06.29.2026
Showing 20 results
Role
Meta logo
Meta
Medium
Software EngineerSenior+ AI

Solve Parser, Trading, Tree, And Deck Tasks

You will solve several independent programming tasks. For each task, implement clean, tested code and state the time and space complexity. 1. Validate...

Coding & Algorithms
5
0
39 people solved
Apr 9, 2026
Shopify logo
Shopify
Medium
Software Engineer AI Locked

Grid Robot Command Simulator

This question tests practical coding ability by requiring implementation of a command-driven state machine on a bounded 2D grid. It evaluates simulati...

Coding & Algorithms
1
0
19 people solved
Jun 20, 2026
Profound logo
Profound
Easy
Software Engineer AI

Implement a Credit API Workflow

You are given documentation for a sandbox credit-management API. The documentation describes API operations for creating an account, adding credits, c...

Software Engineering Fundamentals
6
0
66 people solved
Apr 4, 2026
Shopify logo
Shopify
Medium
Data ScientistSenior+ AI Locked

Compute Theme Similarity

This question evaluates understanding of set-based similarity metrics (the Jaccard coefficient) and practical coding skills for transforming and compa...

Coding & Algorithms
4
0
44 people solved
May 23, 2026
Meta logo
Meta
Medium
Software EngineerSenior+ AI

Design an On-Demand Delivery Platform

Design an on-demand local delivery marketplace for restaurants or grocery stores. The platform should support customers browsing merchants, building s...

System Design
4
0
60 people solved
Apr 25, 2026
Meta logo
Meta
Medium
Software Engineer AI

Design a Code Review Agent

Design an AI-powered code review agent that assists developers by reviewing pull requests and producing actionable feedback. The agent should be able ...

ML System Design
8
0
72 people solved
Mar 17, 2026
Meta logo
Meta
Hard
Software Engineer AI

Design an Automated Ticket Investigation Agent

Design an AI-enabled agentic system that automatically investigates support or engineering tickets. The system should: - Read an incoming ticket and u...

ML System Design
8
0
75 people solved
Apr 27, 2026
Heygen logo
Heygen
Medium
Software Engineer AI Locked

Build a GPU VM Fleet CLI

This question evaluates competency in designing provider-agnostic tooling for managing GPU virtual machines and fleets, covering API integration, life...

Software Engineering Fundamentals
2
0
30 people solved
Jun 5, 2026
Rippling logo
Rippling
Medium
Software Engineer AI Locked

Compare Complete and Partial Poker Hands

This question evaluates algorithmic problem-solving, combinatorial reasoning about incomplete information, and the ability to encode domain-specific r...

Coding & Algorithms
6
0
42 people solved
May 21, 2026
Instacart logo
Instacart
Medium
Backend EngineerSenior+ AI

Clarify and Implement Search Filters for a Library Table

Clarify and Implement Search Filters for a Library Table An existing library-management application shows a book table that users find too long and di...

Software Engineering Fundamentals
3
0
30 people solved
May 2, 2026
Rippling logo
Rippling
Medium
Software Engineer AI Locked

Implement Article Vote Tracking

This question evaluates data structures, state-management, and algorithmic skills for tracking per-user votes, detecting vote flips, maintaining a mos...

Coding & Algorithms
4
0
42 people solved
May 14, 2026
Meta logo
Meta
Medium
Software EngineerSenior+ AI

Solve Three Coding Interview Problems

The interview included three coding tasks: 1. Common ancestor in an N-ary tree You are given the root of an N-ary tree and two target nodes. Dete...

Coding & Algorithms
4
0
55 people solved
Feb 2, 2026
Shopify logo
Shopify
Medium
Software Engineer AI Locked

Terminal-Controlled Grid Rover Simulator

This question evaluates a candidate's ability to model stateful simulation logic, translating grid coordinates, heading rotations, and sequential comm...

Coding & Algorithms
1
0
10 people solved
Jun 13, 2026
Shopify logo
Shopify
Medium
Data ScientistSenior+ AI Locked

Analyze Pirated Theme Usage

This question evaluates competency in temporal data manipulation, interval-overlap logic, aggregations and joins to calculate monthly usage metrics an...

Data Manipulation (SQL/Python)
6
1
58 people solved
May 23, 2026
Uber logo
Uber
Medium
Software Engineer AI Locked

Design a Parking Lot

This question evaluates object-oriented modeling, API design, resource allocation, and concurrency control by asking for classes, relationships, key m...

Software Engineering Fundamentals
78
0
757 people solved
Apr 21, 2026
Instacart logo
Instacart
Medium
Backend EngineerSenior+ AI

Design Idempotent Due-Date and Hold Notifications

Design Idempotent Due-Date and Hold Notifications Extend a library-management system with two notification workflows: 1. A patron receives a notificat...

System Design
2
0
25 people solved
May 2, 2026
DoorDash logo
DoorDash
Medium
Software EngineerSenior+ AI Locked

Implement Timeout Refund Workflow

This question evaluates skills in deterministic workflow design, idempotency and retry-safety for external payment integrations, state-transition corr...

Coding & Algorithms
2
1
19 people solved
Jun 5, 2026
Rippling logo
Rippling
Medium
Software Engineer AI Locked

Implement Courier Delivery Cost Tracking

This question evaluates skills in time-interval arithmetic, in-memory state management, and billing computation for delivery records, including handli...

Coding & Algorithms
3
0
37 people solved
May 15, 2026
Instacart logo
Instacart
Medium
Backend EngineerSenior+ AI Locked

Fix the Broken Search Filter in a Book Catalog API

This question tests a backend engineer's ability to implement correct filtering logic, including case-insensitive substring matching, whitespace trimm...

Coding & Algorithms
1
0
13 people solved
Jun 19, 2026
Meta logo
Meta
Medium
Machine Learning EngineerIntern AI Locked

Derive Linear Regression Solution

This question evaluates understanding of one-dimensional linear regression estimation, the statistical derivation of the mean squared error objective ...

Machine Learning
9
0
65 people solved
Feb 8, 2026

Frequently Asked Questions

Are AI tools allowed in coding interviews?
In an AI-enabled (AI-assisted) interview, yes — you're explicitly allowed to use an assistant like Cursor, Copilot, or Claude Code. The catch is that interviewers evaluate how well you direct and verify the AI, so accepting its output blindly is what gets candidates rejected, not using the tool.
What companies do AI-assisted interviews?
Meta rolled out AI-enabled coding interviews in late 2025, and candidates have reported similar AI-assisted formats at Shopify, Rippling, LinkedIn, Canva, and others. The list keeps growing as more teams adopt the format.
How do I prepare for an AI-assisted interview?
Practice reading unfamiliar codebases quickly, solve the problem yourself before reaching for the AI, and verify everything it generates line by line. Drill the real AI-assisted questions in this hub and read PracHub's AI coding interview guide for the full rubric.
How is an AI-assisted interview different from a normal coding interview?
Instead of one self-contained algorithm problem on a blank editor, you're dropped into a multi-file codebase and asked to fix bugs, add features, and optimize at scale with an AI assistant. The bar shifts from writing every line yourself to judging, correcting, and explaining code you produced with the AI.
How many AI-assisted interview questions are on PracHub?
PracHub has 50+ real AI-assisted interview questions spanning coding, system design, and machine learning rounds, and the set grows as new ones are reported. Most are free to read with detailed solutions.
AI Coding Interview Questions (Updated 2026) — Page 2 | PracHub