Unverified50% confidenceCautionExact time
The fully automated pipeline mode lacks human correction, and early-stage requirement deviations can be rapidly amplified, leading to catastrophic rework.
1
Sources
50%
Confidence
Long-term
Relevance
9/18/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedLong-running LLM agent tasks are subject to failure risks such as network interruptions, model rate limiting, and timeouts; the lack of a resumability mechanism causes workflows to need to be rerun from the beginning.65% similarUnverified级联失效的根本原因通常在于服务间的强耦合与缺乏熔断机制，上游服务响应超时会导致下游线程池被阻塞请求耗尽65% similarUnverifiedWithout exponential backoff, a brief server-side outage causes all failed clients to immediately retry simultaneously, forming a retry storm that is more destructive than the original traffic.65% similarUnverifiedThe fatal flaw of the multi-agent pipeline architecture lies in information loss: during handoffs between agents, upstream output is compressed into a summary, and downstream agents cannot review the complete history to self-correct or perform long-horizon planning.64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/930714API
curl https://kongchang.com/api/v1/knowledge/claims/930714MCP
get_claim(id=930714)