Planning agents break big tasks into smaller steps and sequence them logically. If a task changes in progress, the agent reevaluates and creates new plans. They use search algorithms, state tracking, and conditional logic to decide. They are ideal for workflows like campaign launches or logistics planning. Rather than static response, agents continuously adapt to context for efficient outcomes.