Build an LLM-driven text-game agent

Company: Cohere

Role: Machine Learning Engineer

Category: Software Engineering Fundamentals

Difficulty: medium

Interview Round: Onsite

Quick Answer: This question evaluates a candidate's understanding of integrating large language models into interactive agents, including prompt design, game-state summarization and serialization, constrained action parsing, retry and fallback strategies, context-window management, logging and experiment tracing, testing, and debugging of failure modes.