I’ve spent the last year watching agentic workflows break the moment a schema changes or an LLM returns a slightly unexpected format. Traditional "chains" are too brittle for production, so I built Aden to move away from static, hardcoded logic. Aden is an infrastructure layer that uses a "Queen Bee" coding agent to transform your natural language goals into a recursive graph of worker agents. When an agent fails or hits an edge case, the framework doesn't just throw an error; it captures the failure trace, uses the coding agent to refactor the underlying node logic or connection graph, and redeploys the fix in real-time. It’s built to be MCP-native with 100+ connectors and includes "Agentic P&L" guardrails to prevent token-burn from runaway loops. You can try it out by cloning the repo and running the quickstart script to build your first autonomous swarm. contact@adenhq.com