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Claude AU suggest that developers start by using LLM APIs directly: many patterns can be implemented in a few lines of code. If you do use a framework, ensure you understand the underlying code. Incorrect assumptions about what's under the hood are a common source of customer error.
See Claude AI cookbook for some sample implementations.
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Definition: Agent = LLM which calls tools
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→ comparing agent frameworks: google sheets table from Harrison Chase