AI agents are moving from experimental chatbots into production systems. But as soon as an agent...
LangGraph, CrewAI, and Google ADK represent three architectural models for production agents: state-graph control, agent collaboration, and workflow composition. Choose based on needs: LangGraph for deterministic workflows, CrewAI for team coordination, ADK for Google integration.
AI agents are moving from experimental chatbots into production systems.
But as soon as an agent needs tools, memory, multiple steps, validation, retries, human approval, or collaboration with other agents, a new architectural question appears:
Which agent framework should we use?
LangGraph.
CrewAI.
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