Planning

Planning is the process by which an agent reasons about a sequence of steps needed to achieve a goal before committing to action. A planner considers available tools, preconditions, and likely outcomes to produce an ordered strategy rather than reacting greedily step-by-step. Explicit planning often reduces errors on complex tasks by catching contradictions and dead ends early rather than discovering them mid-execution.