Tool results expose missing facts, external systems change, policies arrive through human input, and a model may discover that an earlier assumption was wrong. ReAct-style agents were explicitly designed around this interleaving of reasoning, action, observation, and plan updates rather than one immutable plan.
Tool results expose missing facts, external systems change, policies arrive through human input, and a model may discover that an earlier assumption was wrong.
ReAct-style agents were explicitly designed around this interleaving of reasoning, action, observation, and plan updates rather than one immutable plan.
The engineering difficulty begins when those actions are durable side effects.
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Tool results expose missing facts, external systems change, policies arrive through human input, and a model may discover that an earlier assumption was wrong. ReAct-style agents were explicitly designed around this interleaving of reasoning, action, observation, and plan updates rather than one immutable plan. The engineering difficulty begins when those actions are durable side effects.
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