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Dev Tools · 2h ago

Production-Ready LangGraph Agent: OpenAI API, Multi-Model Gateway, Tracing

By Meridian48 News Desk · Summarised from DEV Community ·

A developer shows how to deploy a LangGraph ReAct agent with an OpenAI-compatible HTTP API, allowing any OpenAI client to use it. The agent routes model calls through a gateway for easy model switching and includes full tracing via a single callback. The entire service runs on roughly 150 lines of Python.

Meridian48 take
Practical guide for moving LangGraph from notebook to production, but the real challenge—scalability and reliability—remains unaddressed.
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Running a LangGraph ReAct Agent in Production: OpenAI-Compatible API + Multi-Model Gateway + One-Line Tracing →
DEV Community
langgraphagent-deployment
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