问HN:人工智能代理是否在过载你的后端API?

1作者: Ugyen_Tech大约 1 个月前原帖
AI代理的行为与人类用户截然不同。单个代理任务可能会触发50多个级联的API调用、重试失败,并根据结果进行递归。 - 不受控制的扩展(一个目标 → 50个并行请求) - 传统的SOAP/XML响应消耗超过5000个令牌 - 无法将代理请求分组为逻辑上的“目标” - 为人类设计的速率限制器在代理突发请求时失效 这实际上是您面临的问题吗?在生产环境中这种情况有多普遍?还是因为大多数AI代理仍处于试点或测试阶段,所以我没有看到这个问题的普遍性?
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AI agents behave very differently from human users. A single agent task can trigger 50+ cascading API calls, retry failures, and recurse based on results.<p>- Uncontrolled fan-out (one goal → 50 parallel requests) - Legacy SOAP&#x2F;XML responses eating 5000+ tokens - No way to group agent requests into logical &quot;goals&quot; - Rate limiters built for humans failing on agent bursts<p>Is this actually a problem you&#x27;re facing? How common is this in production? or i&#x27;m not seeing this problem common because most of the AI agent still not in production and just in pilot or testing phase?