9 live AI-Assisted Coding scenarios
AI-Assisted Coding Interview Questions
Medium Scenarios
5 challengesAgentic Feature Delivery from a Requirements Brief
Use an agentic coding workflow to implement an expiring discount-code feature in a small existing module, then defend the resulting decisions and diff.
Broken Codebase Triage
Read a small flawed module, identify multiple defects, repair it, and leave concise review-style explanations while treating AI feedback as a hypothesis.
RAG Support Assistant Build
Build a small retrieval-augmented support pipeline over a supplied FAQ corpus and define a lightweight grounding evaluation.
Gated Maze Pathfinder
Repair a flawed maze traversal and implement shortest-path search where directional gate cells constrain legal movement.
Delivery Payment Ledger Precision
Implement delivery and driver ledger operations while preserving exact monetary values and explaining when AI assistance is worth using.
Hard Scenarios
4 challengesAirfield Operations Controller
Design and implement a small airfield scheduler that sequences takeoffs and landings while handling runway conflicts and changing priorities with help from an AI assistant.
Concurrent Eviction Cache
Implement a bounded cache with recency-based eviction, then reason through thread safety, race conditions, and production hardening.
Maximal Unique-Character Word Set
Choose words whose concatenation contains no repeated character while maximizing the total number of distinct characters.
Warehouse Robot Grid Navigator
Build an extensible warehouse navigation service, then evolve it from one robot to multiple robots with collision handling.