Overview
Aden is a platform for building, deploying, and adapting AI agents. 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.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
Adapt
Continuous evaluation, supervision, and adaptation ensure agents improve over time
Infrastructure
Shared memory, LLM integrations, tools, and skills power every agent
The Aden Advantage
| Traditional Frameworks | Aden |
|---|---|
| Hardcode agent workflows | Describe goals in natural language |
| Manual graph definition | Auto-generated agent graphs |
| Reactive error handling | Proactive self-evolution |
| Static tool configurations | Dynamic SDK-wrapped nodes |
| DIY budget management | Integrated cost controls |
How It Works
- Define Your Goal - Describe what you want to achieve in plain English
- Coding Agent Generates - Creates the agent graph, connection code, and test cases
- Workers Execute - SDK-wrapped nodes run with full observability and tool access
- Self-Improve - On failure, the system evolves the graph and redeploys automatically
When to Choose Aden
Choose Aden when you need:- Agents that self-improve from failures without manual intervention
- Goal-driven development where you describe outcomes, not workflows
- Production reliability with automatic recovery and redeployment
- Rapid iteration on agent architectures without rewriting code
- Human oversight with built-in human-in-the-loop capabilities