Engrain by ByteRush

SD.11 1 concepts

AI system design

Design production LLM systems (bridges to AGT).

  1. SD.11.01The AI system design interviewCoreSeniorBeing written

Practice rooms

  • Design: RAG-based support assistantwhiteboard + follow-ups
  • Design: LLM gateway / platform for a companywhiteboard + follow-ups
  • Design: agentic workflow system (e.g. support agent that takes actions)whiteboard + follow-ups
  • Design: AI features at scale (search, moderation, summarisation pipeline)whiteboard + follow-ups
  • Design: LLM chat serving at scalewhiteboard + follow-ups
  • Design: a coding or computer-use agentwhiteboard + follow-ups

Interview questions in this module

  1. Design a customer-support assistant that answers from the company's documentation.
  2. How would you evaluate a RAG system before and after launch?
  3. Design an internal LLM gateway for many teams.
  4. Design an agent that can issue refunds. What safeguards do you add?
  5. How do you control the cost and latency of an LLM feature at scale?