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12-Factor Agents

humanlayer/12-factor-agents
Read or browse A curated list, reference or prompt collection. Nothing to install or deploy — just open the repository.

What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?

MethodologyAI agent
12-Factor Agents repository card

From the README

Agents, at least the good ones, don't follow the "here's your prompt, here's a bag of tools, loop until you hit the goal" pattern. Rather, they are comprised of mostly just software.

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Last updated
2025-09-21
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Skills & prompts
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General