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12-Factor Agents

Opinionated principles for production agent apps: state, prompts, tools, and observability.

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GuidesllmstableReviewed 2026-05-19

Explained in Learn

  • What is an Agent Harness?

Pairs well with

  • Langfuse
  • Building effective agents

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productionpatternsops