humanlayer/12-factor-agents
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?
Topics
What it does
This repository outlines principles for building reliable LLM-powered software, aiming to provide a framework similar to the 12-factor app methodology but tailored for AI agents. It's crucial for developers looking to create robust and scalable applications using large language models.
Star history
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Tracking
- Last trending
- 2026-05-18
Creator kit
Hook
Discover the principles behind building reliable LLM-powered software with 12-factor agents, a framework designed to revolutionize AI application development. #AIagents #LLM
Content angles
- Create a video tutorial series explaining each of the 12 factors.
- Write an article comparing traditional app development practices with those recommended for LLM applications.
- Develop a case study showcasing how these principles were applied in a real-world project.
Who should care
AI developers, software engineers, and tech enthusiasts interested in building robust AI-powered applications.