Developing autonomous agents in the crypto space operates on entirely different principles compared to conventional software development. The complexity lies in orchestrating multiple agents seamlessly, managing safety-critical operations under volatile conditions, ensuring cross-platform compatibility, and designing robust testing frameworks that account for edge cases. It's a fundamentally different ballgame—one that demands new thinking about system architecture and reliability.