humanlayer/12-factor-agents

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?

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12-factor12-factor-agentsagentsaicontext-windowframeworkllmsmemoryorchestrationprompt-engineeringrag
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# 12-Factor Agents - Principles for building reliable LLM applications

<div align="center"> <a href="https://www.apache.org/licenses/LICENSE-2.0"> <img src="https://img.shields.io/badge/Code-Apache%202.0-blue.svg" alt="Code License: Apache 2.0"></a> <a href="https://creativecommons.org/licenses/by-sa/4.0/"> <img src="https://img.shields.io/badge/Content-CC%20BY--SA%204.0-lightgrey.svg" alt="Content License: CC BY-SA 4.0"></a> <a href="https://humanlayer.dev/discord"> <img sr