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Home / Articles / AI
AI AgentsLangChainAutoGen

Productionizing Agent Workflows: LangChain, AutoGen, and Llama

From notebooks to robust services

February 1, 2025AI1 min read

Turn prototypes into reliable services with workflow graphs, tool adapters, and structured telemetry. We compare LangChain, AutoGen, and custom orchestrators with open-source LLMs.

Checklist

  • Versioned prompts
  • Typed tool contracts
  • Tracing (OpenTelemetry)
  • Guardrails & rate limits
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