The realm of software engineering continues to shift rapidly, driven by the emergence of innovative technologies and ever-growing demands. Agent-based architectures offer a compelling framework for mitigating these complexities, enabling systems that are more adaptive. Robust agent architectures, Software Engineering however, demand careful conside