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?
☆3,641Updated this week
Alternatives and similar repositories for 12-factor-agents
Users that are interested in 12-factor-agents are comparing it to the libraries listed below
Sorting:
- Open source multi-modal RAG for building AI apps over private knowledge.☆2,104Updated this week
- ☆1,210Updated 2 months ago
- Open Source Application for Advanced LLM Engineering: interact, train, fine-tune, and evaluate large language models on your own computer…☆3,237Updated this week
- Sim Studio is an open-source AI agent workflow builder. Sim Studio's interface is a lightweight, intuitive way to quickly build and deplo…☆3,227Updated this week
- The AI framework that adds the engineering to prompt engineering (Python/TS/Ruby/Java/C#/Rust/Go compatible)☆3,504Updated this week
- Pocket Flow: 100-line LLM framework. Let Agents build Agents!☆4,546Updated this week
- Build effective agents using Model Context Protocol and simple workflow patterns☆4,365Updated this week
- WhatsApp MCP server☆3,718Updated last month
- Airweave lets agents search any app☆1,217Updated this week
- A curated list of resources about AI agents for Computer Use, including research papers, projects, frameworks, and tools.☆1,229Updated last month
- The SOTA Open-Source Browser Agent for autonomously performing complex tasks on the web☆2,110Updated this week
- A suite of tools to develop RAG, semantic search, and other AI applications more easily with PostgreSQL☆4,788Updated this week
- AdalFlow: The library to build & auto-optimize LLM applications.☆3,015Updated last month
- Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!☆4,562Updated 2 weeks ago
- Specification and documentation for the Model Context Protocol☆2,966Updated this week
- Open source, AI-native testing framework for web apps☆1,787Updated this week
- Implementing the 4 agentic patterns from scratch☆1,273Updated last month
- An MCP server that autonomously evaluates web applications.☆733Updated this week
- Coding assistant MCP for Claude Desktop☆1,267Updated last week
- Laminar - open-source all-in-one platform for engineering AI products. Create data flywheel for your AI app. Traces, Evals, Datasets, Lab…☆1,968Updated this week
- Latitude is the open-source prompt engineering platform to build, evaluate, and refine your prompts with AI☆2,209Updated this week
- Flexible and powerful framework for managing multiple AI agents and handling complex conversations☆5,562Updated last week
- 🚀 The fast, Pythonic way to build MCP servers and clients☆9,251Updated this week
- MCP Toolbox for Databases is an open source MCP server for databases.☆875Updated this week
- Self-healing integration agent. Use it as a layer between you and any complex / legacy APIs and always get the data that you want in the …☆1,737Updated last week
- Colivara is a suite of services that allows you to store, search, and retrieve documents based on their visual embedding. ColiVara has st…☆903Updated 2 weeks ago
- [WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)☆4,129Updated 3 months ago
- The official Python SDK for Model Context Protocol servers and clients☆11,882Updated this week
- mcp-use is the easiest way to interact with mcp servers with custom agents☆2,977Updated this week
- AI-powered multi-agent builder☆2,713Updated this week