Book 13 — AI System Design

Design Netflix recommendations. Design a production RAG system. Design ChatGPT.

Design Methodology & Architectural Framework

• Requirements & data flow
• Architecture & model selection
• Storage & APIs
• Scaling, latency, throughput
• Reliability & security
• Cost & monitoring
• Failure modes

Comprehensive Deep Dive:

• 📖 AI System Design Methodology & Framework Deep Dive

Production Case Studies

• Large-Scale Recommendation System (Netflix / Spotify / E-Commerce)
• Enterprise Multimodal Retrieval-Augmented Generation (RAG) System
• High-Throughput Distributed LLM Serving Platform (Design ChatGPT)

Comprehensive Deep Dive:

• 📖 Production AI System Design Case Studies Deep Dive

Mastery Roadmap

Each topic includes comprehensive mathematical formulations, architectural diagrams, capacity estimation tables, API contracts, failure modes, staff-level interview questions, and a 10-level mastery ladder.