Twelve-Factor for Generative AI and Agentic Systems

Welcome to Twelve-Factor AI, an extension of the Twelve-Factor Open Source Project for Generative AI and Agentic integrations.

Overview

This repository aims to provide guidelines, best practices, and rulesets for applying Twelve-Factor principles to AI-driven applications, with a focus on Large Language Models (LLMs) and autonomous agents.

Objectives

Project objectives may change over time, but several key objectives are as follows:

1. Model Evaluation: Assessing AI model capability to align with Twelve-Factor design principles
2. Prompt Engineering: Best practices for designing and maintaining prompts
3. AI-Specific Configuration: Extending config management for AI parameters

How to Contribute

Please read the Contributing to the Twelve-Factor Project guidelines for more details on how to contribute.

Resources

• Twelve-Factor Website
• Twelve-Factor Blog
• Community Discord

License

This project is licensed under the Apache 2.0.