👉 Agent-based engineering is an interdisciplinary approach that integrates principles from artificial intelligence, robotics, and systems engineering to design and develop intelligent systems composed of autonomous agents. These agents operate independently or in coordination with other agents to achieve complex goals, often in dynamic and uncertain environments. By leveraging algorithms for decision-making, learning, and communication, agent-based engineering enables the creation of adaptive, scalable, and flexible systems. This methodology is particularly useful in domains such as smart cities, healthcare, logistics, and autonomous vehicles, where the ability to handle complexity and uncertainty is crucial. Through simulation, testing, and iterative refinement, engineers can optimize agent interactions and system performance, leading to more robust and efficient solutions.