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Build, Test, Deploy, Monitor: The Agent Development Lifecycle Explained

LangChain · Sep 30, 2026 · Engineering Insights

LangChain defines a four-phase agent development lifecycle: build, test, deploy, monitor.

“What is the agent development lifecycle? So the agent development lifecycle is the process that agent engineers use to build and improve their agents.”

LangChain outlines a four-phase agent development lifecycle covering build, test, deploy, and monitor stages. The framework emphasizes real-input testing with expected outputs and production monitoring via tracing and evals. This is a useful framing for practitioners but represents standard DevOps adapted for agents rather than a novel announcement.

agent-development LangChain MLOps evals tracing

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