adenhq/hive

Outcome driven agent development framework that evolves

1.7K stars1.3K forksUpdated Jan 26, 2026
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README

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Apache 2.0 License Y Combinator Docker Pulls Discord Twitter Follow LinkedIn

AI Agents Multi-Agent Goal-Driven HITL Production

OpenAI Anthropic Gemini MCP

Overview

Build reliable, self-improving AI agents without hardcoding workflows. Define your goal through conversation with a coding agent, and the framework generates a node graph with dynamically created connection code. When things break, the framework captures failure data, evolves the agent through the coding agent, and redeploys. Built-in human-in-the-loop nodes, credential management, and real-time monitoring give you control without sacrificing adaptability.

Visit adenhq.com for complete documentation, examples, and guides.

What is Aden

Aden Architecture

Aden is a platform for building, deploying, operating, and adapting AI agents:

  • Build - A Coding Agent generates specialized Worker Agents (Sales, Marketing, Ops) from natural language goals
  • Deploy - Headless deployment with CI/CD integration and full API lifecycle management
  • Operate - Real-time monitoring, observability, and runtime guardrails keep agents reliable
  • Adapt - Continuous evaluation, supervision, and adaptation ensure agents improve over time
  • Infra - Shared memory, LLM integrations, tools, and skills power every agent

Quick Links

Quick Start

Prerequisites

Installation

# Clone the repository
git clone https://github.com/adenhq/hive.git
cd hive

# Run Python environment setup
./scripts/setup-python.sh

This installs:

  • framework - Core agent runtime and graph executor
  • aden_tools - 19 MCP tools for agent capabilities
  • All required dependencies

Build Your First Agent

# Install Claude Code skills (one-time)
./quickstart.sh

# Build an agent using Claude Code
claude> /building-agents

# Test your agent
claude> /testing-agent

# Run your agent
PYTHONPATH=core:exports python -m your_agent_name run --input '{...}'

📖 Complete Setup Guide - Detailed instructions for agent development

Features

  • Goal-Driven Development - Define

...

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