AI Agent Orchestration Frameworks in Production: Comparing LangGraph, LlamaIndex Workflows, CrewAI, and AutoGen
As autonomous AI agents transition from prototype scripts to mission-critical enterprise infrastructure, orchestration frameworks have become central to system reliability. Building a reliable multi-step agent requires managing state persistence, coordinating multi-turn tool loops, enforcing strict human-in-the-loop (HITL) approval gates, and minimizing compounding latency and token costs. Four frameworks represent the primary architectural paradigms for building production agents: LangGraph fr
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