Matt Pocock hosts an office hours session, primarily answering questions from the audience about his new AI course. He discusses the course's focus on building AI-powered applications using the AI SDK, emphasizing the distinction between agents and workflows as defined by Anthropic's research. He explains why he chose the AI SDK over alternatives like LangChain, highlighting its direct API and lightweight nature. Matt addresses questions about using evals for consistency, handling prompt context, the cost of evals, and the potential for RAG integration. He also shares insights into the manual processes involved in improving AI applications based on user feedback and discusses the course's architecture.
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