DevOps
Apr 22, 2025 · Artificial Intelligence
How to Think About Agent Frameworks: A Critical Review of Design Patterns, Challenges, and LangGraph
This article critically examines popular agent frameworks, compares OpenAI and Anthropic definitions, highlights the core difficulty of maintaining proper context for reliable agents, and presents LangGraph’s declarative and imperative features along with practical guidance for building production‑grade agent systems.
AI EngineeringLangGraphagent frameworks
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