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?
TypeScript26K stars2K forks+359 today
Topics
#agents#ai#context-window#framework#llms#memory#orchestration#prompt-engineering#rag#12-factor#12-factor-agents
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
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.