humanlayer / 12-factor-agentsLinks
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?
☆15,873Updated last month
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:
- AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications.☆9,165Updated this week
- Build Real-Time Knowledge Graphs for AI Agents☆19,313Updated last week
- 🚀 The fast, Pythonic way to build MCP servers and clients☆19,591Updated this week
- Pocket Flow: 100-line LLM framework. Let Agents build Agents!☆8,688Updated 2 months ago
- Build effective agents using Model Context Protocol and simple workflow patterns☆7,625Updated this week
- ☆9,323Updated 2 months ago
- MCP Toolbox for Databases is an open source MCP server for databases.☆11,154Updated this week
- "Context engineering is the delicate art and science of filling the context window with just the right information for the next step." — …☆7,316Updated 3 weeks ago
- Awesome MCP Servers - A curated list of Model Context Protocol servers☆4,810Updated last month
- Context engineering is the new vibe coding - it's the way to actually make AI coding assistants work. Claude Code is the best for this so…☆11,157Updated last month
- mcp-use is the easiest way to interact with mcp servers with custom agents☆8,065Updated this week
- LLM agents built for control. Designed for real-world use. Deployed in minutes.☆14,891Updated this week
- An open protocol enabling communication and interoperability between opaque agentic applications.☆20,331Updated last week
- A collection of MCP clients.☆5,921Updated last month
- ☆4,572Updated this week
- 🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build…☆9,317Updated this week
- Get started with building Fullstack Agents using Gemini 2.5 and LangGraph☆17,146Updated last week
- Flexible and powerful framework for managing multiple AI agents and handling complex conversations☆7,013Updated last week
- This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark …☆14,587Updated this week
- A Python library for extracting structured information from unstructured text using LLMs with precise source grounding and interactive vi…☆16,530Updated 3 weeks ago
- A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.☆24,485Updated last week
- A curated list of awesome commands, files, and workflows for Claude Code☆15,948Updated this week
- Task-Aware Agent-driven Prompt Optimization Framework☆3,643Updated 2 weeks ago
- Public repository for Skills☆13,527Updated last week
- A community driven registry service for Model Context Protocol (MCP) servers.☆5,740Updated this week
- Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full…☆11,061Updated this week
- Memory for AI Agents in 6 lines of code☆7,770Updated this week
- Anthropic's Interactive Prompt Engineering Tutorial☆24,914Updated last year
- Visual testing tool for MCP servers☆7,208Updated last week
- The official Python SDK for Model Context Protocol servers and clients☆19,533Updated last week