Show HN: Aden A self-healing agent framework that refactors its own logic (github.com)

Aden has announced an open-source platform for building self-improving AI agents, eliminating the need for hardcoded workflows. This innovative framework allows developers to define goals in natural language, after which a coding agent automatically generates a node graph and connection code. The system captures failure data, evolves the agent as needed, and redeploys it without manual intervention. Key features include built-in human-in-the-loop nodes for monitoring and control, real-time observability, and dynamic SDK-wrapped nodes, all designed to enhance the adaptability and reliability of AI agents. This significant advancement in AI/ML agent development represents a departure from traditional frameworks, which require predefined workflows and reactive error handling. Aden's proactive approach enables continuous evaluation and adaptation of agents, making it ideal for production-scale applications. By integrating real-time monitoring, cost management, and support for over 100 large language models, Aden positions itself as a versatile and scalable solution for developers seeking to create intelligent systems that evolve with user-defined objectives.