Library/12-factor-agentsForked

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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humanlayer

humanlayer • individual

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1,441

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Created

Mar 30, 2025

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README Summary

This repository explores principles for building production-ready LLM-powered software based on the 12-factor app methodology. It provides guidelines and best practices for developing AI agents that are reliable, scalable, and suitable for production environments. The focus is on translating proven software engineering principles to the unique challenges of LLM-based applications.

AI Dev Skills

Unmapped

Large Language Model IntegrationProduction AI System DesignAI Agent ArchitectureLLM Application DevelopmentAI System Reliability Engineering

Taxonomy

AI Trends

Agentic AI Production LLM Systems AI Engineering Best Practices

Deployment Context

Production Environment Enterprise Systems

Modalities

Text

Skill Areas

Large Language Model Integration Production AI System Design AI Agent Architecture LLM Application Development AI System Reliability Engineering

Use Cases

LLM Application Architecture Production AI System Development AI Agent Development Guidelines Enterprise LLM Deployment

Recent Activity

Updated 6 months ago

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Quality

research

Quality: medium
Maturity: research

PM Skills

Developer Platform

Languages

TypeScript100.0%

Timeline

Project created: Mar 30, 2025
Forked: Mar 23, 2026
Your last push: 6 months ago
Upstream last push: 6 months ago
Tracked since: Sep 21, 2025

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