Welcome to our podcast episode! Building reliable agentic systems is a significant challenge, largely revolving around ensuring the LLM has the appropriate context at each step. We'll delve into the world of agent frameworks, exploring the crucial distinction between predefined workflows and dynamically controlled agents. Join us as we discuss the value frameworks offer, including essential features for production systems beyond just agent abstractions.