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Build Goal-Driven AI Agents

Aden is a platform for building AI agents that improve themselves. Define your goal through natural language, and the framework generates a node graph with dynamically created connection code. When things break, the framework captures failure data, evolves the agent, and redeploys automatically.

Build Your First Agent

Create a goal-driven agent in minutes with Claude Code skills.

Core Concepts

Understand goal-driven development and agent architecture.

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Why Aden?

Traditional agent frameworks require you to manually design workflows, define agent interactions, and handle failures reactively. Aden flips this paradigm - you describe outcomes, and the system builds itself.

Goal-Driven

Define objectives in natural language; the coding agent generates the agent graph and connection code.

Self-Improving

Framework captures failures, updates objectives, and evolves the agent graph automatically.

Human-in-the-Loop

Built-in intervention nodes that pause execution for human input with configurable timeouts.

Production-Ready

SDK-wrapped nodes with shared memory, observability, tools, and LLM access out of the box.

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Quick Start

# Clone and setup
git clone https://github.com/adenhq/hive.git
cd hive && ./scripts/setup-python.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 run --input '{...}'

Quickstart Guide

Complete setup instructions and your first agent in under 10 minutes.

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What Makes Aden Different

Traditional FrameworksAden
Hardcode agent workflowsDescribe goals in natural language
Manual graph definitionAuto-generated agent graphs
Reactive error handlingProactive self-evolution
Static tool configurationsDynamic SDK-wrapped nodes
DIY budget managementIntegrated cost controls

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Platform Components

Agent Building SDK

Build agents with nodes, edges, and goal-driven development.

Instrumentation SDKs

Track LLM calls, costs, and performance across your agents.

MCP Tools

Pre-built tools for financial operations and more.

Testing Framework

Validate agent behavior with goal-based testing.

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Need Help?

Book a Discovery Call

Schedule a call with our team to learn more.