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Part II — Systems

Build multi-step systems that work reliably. These modules cover the engineering patterns that separate prototypes from production.

ModuleTopicWhat you’ll learn
6. Tool CallingModel-driven toolsTool routing, error handling, circuit breakers
7. AgentsMulti-step loopsFailure modes, multi-agent, human-in-the-loop
8. MemoryConversation persistenceEpisodic vs semantic memory, context management
9. MCPModel Context ProtocolClient-server tools, shared capabilities
10. Evaluation & TestingQuality assuranceGolden sets, LLM-as-judge, CI/CD for AI