Unverified50% confidenceFactExact time
Synchronous tool invocation is the biggest bottleneck in Agent latency: when multiple independent tools execute serially, total latency equals the sum of each tool's latency.
1
Sources
50%
Confidence
Long-term
Relevance
10/17/2026
First Seen
Sources
Why Is Your Agent So Slow? Five Engineering Optimization Ideas
youtubeGaurav Sen10/16/2026
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Related Claims
UnverifiedSynchronous HTTP requests block the thread or async task until token generation is complete, which is disastrous for Agents that need to respond to tool calls or other agent actions at millisecond latency.76% similarUnverifiedIn the traditional synchronous call model, the entire inference pipeline is suspended while waiting for an external tool call, and the total latency of multiple calls is the sum of all individual wait times.76% similarUnverified在Agent工作流场景下，每一轮LLM调用的延迟会被串行叠加76% similarUnverifiedStateful delay logic requires the workflow to retain memory of context between two executions, which is difficult for many simple automation tools to achieve.74% similarUnverified多智能体架构中每增加一个Agent就多一轮LLM调用，导致响应延迟线性甚至更快地累加73% similar
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