Unverified50% confidenceTradeoffExact time
Traditional Agents execute tool calls serially, with a single call taking 6–9 seconds, making the user experience unacceptable in high-frequency scenarios.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFor an Agent that executes 5 tool calls, the total Token consumption may be 15–20 times that of a single call rather than a simple 5 times.69% similarUnverifiedCoding Agent采用感知-规划-行动循环（类似ReAct框架），复杂任务可能需要数十次内部迭代，每次任务处理可能需要10到15分钟68% similarUnverifiedThe execute_command tool in llm-coding-agent includes timeout protection of up to 600 seconds, after which the entire process tree is terminated.66% similarVerifiedIn multi-agent systems, each Agent call must carry the full context, and multi-turn reasoning continuously accumulates conversation history, meaning a seemingly simple multi-Agent task may consume tens of thousands or even hundreds of thousands of Tokens, whereas an equivalent workflow might only require a single call of a few hundred Tokens.66% similarUnverifiedA complete perception-decision-execution loop may exceed 5 seconds, creating a bottleneck for task scenarios that require rapid successive operations.66% similar
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