Unverified50% confidenceSolutionExact time
Management approaches for edge cases include clustering-based deduplication, automatic retirement based on impact decay, and tiered execution strategies.
1
Sources
50%
Confidence
Long-term
Relevance
8/7/2026
First Seen
Sources
从生产事故到评估用例：LLM回归测试的实战方法论
Related Claims
Unverified常用的终止策略包括最大迭代次数限制、模型自主判断、置信度阈值和基于用户意图匹配的语义判断，实践中往往组合使用66% similarUnverifiedThe engineering best practice is to introduce dual stopping conditions: a primary condition based on quality metrics plus a hard upper limit based on iteration count or time, whichever is reached first.63% similarUnverifiedCommonly used industry strategies for mitigating parallel task conflicts include: dividing task boundaries by module, using Feature Flags to isolate changes, and adopting trunk-based short-lived branch development.62% similarUnverifiedMitigation strategies for quality controllability in multi-agent systems include introducing supervisor agents, setting checkpoints and rollback mechanisms, and applying guardrails.62% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/705574API
curl https://kongchang.com/api/v1/knowledge/claims/705574MCP
get_claim(id=705574)