Unverified50% confidenceTradeoffExact time
在多轮Agent对话中，每轮都需携带完整上下文，越往后的轮次Token消耗越高
1
Sources
50%
Confidence
Long-term
Relevance
8/19/2026
First Seen
Sources
Related Claims
UnverifiedDue to the combination of multiple rounds of iteration, full context carrying, and self-checking mechanisms, token consumption in Loop Engineering is typically 5 to 20 times that of ordinary conversations.75% similarUnverifiedThe system prompt is resent in every round of conversation, producing a cumulative token consumption effect.74% similarUnverifiedWhen an agent is in a loop, each call carries the accumulated conversation history, causing token consumption to grow linearly or even super-linearly with the number of iterations.74% similarUnverified多Agent编排中每层Agent调用都会带来Token消耗和延迟叠加，需要合理的资源规划73% similarUnverifiedMost Agent frameworks adopt a full context replay strategy, requiring the entire conversation history to be passed in with each call, causing token consumption to grow quadratically with the number of loop iterations.73% similar
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