AI agents are autonomous software systems that perceive environments, plan multi-step actions, use tools, and execute real-world tasks for users. The best AI agents match the level of autonomy to the job. A simple task with fixed rules may need one of the 5 classic agent designs, and involves planning, using memory, calling tools and human ...