Level 2 · Intermediate Applied Patterns

Goal: move beyond single API calls — master the patterns used in real LLM products: caching, multimodal inputs, MCP integrations, systematic evaluation, and multi-agent architectures.

Modules

1. Advanced Prompting Patterns
2. Prompt Caching & Cost Optimization
3. Vision & Multimodal Inputs
4. Advanced Tool Use Patterns
5. Model Context Protocol (MCP)
6. Evaluation Frameworks
7. Advanced Agent Patterns
8. Multi-Agent Systems
9. Building LLM Web Apps
10. Project — Production-Ready Agent Service

By the end of this level you'll be able to design, evaluate, and ship an LLM-backed service with production-grade cost and quality controls.