Success in the LLM space isn't about building the most sophisticated system. It's about building the right system for your needs. Start with simple prompts, optimize them with comprehensive evaluation, and add multi-step agentic systems only when simpler solutions fall short.
Great primer on agents and workflows from Anthropic. What the differences are, when to use what, and a couple of basic patterns to build them. Got a few ideas on prompts I want to chain together in a workflow from reading this!
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