Advanced
System Design for AI/FDE
Advanced
Operate production-grade systems · 5 tutorials · 35-45 min each
Design scalable AI systems with explicit user promises, failure modes, and operational controls.
Advanced 1 of 5
LLM Inference and Serving Architecture
Design high-throughput model serving with batching, KV cache, routing, and cost controls.
Advanced 2 of 5
Production RAG, Vector Search, and Embeddings
Design retrieval systems that balance recall, latency, grounding, and freshness.
Advanced 3 of 5
Multi-Agent, MCP, and Prompt Caching Systems
Design AI-native control planes with agent orchestration, tool protocols, and cache efficiency.
Advanced 4 of 5
Safety, Compliance, and Human Approval Pipelines
Layer safety, auditability, and human review into AI infrastructure from the start.
Advanced 5 of 5
Global Distributed Systems for AI Infrastructure
Handle multi-region design, consensus, failure modes, advanced caching, and streaming data.