Dynamic replanning is the process of revising a plan mid-execution in response to a failed step, unexpected tool output, or a change in the environment’s state.

Why it matters: It is a key capability for agents to recover from failures and adapt to changing conditions. However, it must be bounded to prevent infinite loops and goal drift.

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