Manage Context Windows in an Applied AI System
Company: Rogo
Role: Machine Learning Engineer
Category: ML System Design
Difficulty: medium
Interview Round: Onsite
Overview: An applied-AI system-design interview about building model context from user requests, conversation history, retrieved evidence, and tool results. It tests token budgeting, evidence ranking, summarization, provenance, prompt-injection boundaries, and graceful degradation.