Unverified50% confidenceCautionExact time
In tool-calling scenarios, if each candidate is a complete agent trajectory, N candidates mean N sets of side effects (N writes, emails, charges), because eliminating a candidate cannot undo side effects that have already occurred.
1
Sources
50%
Confidence
Long-term
Relevance
10/16/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedInserting human confirmation at every node of an agent workflow offsets the efficiency gains of automation and causes reviewers to experience confirmation fatigue.70% similarUnverifiedThe Agent proactively chose a zero-dependency approach rather than introducing a popular framework in an unknown user environment, reflecting a stability-first trade-off judgment—lower probability of errors but requiring more boilerplate code to be written by hand.68% similarVerifiedThe autonomous decision-making of agents may produce unpredictable side effects such as accidental code deletion and erroneous deployments, requiring well-developed permission boundaries and behavioral audit mechanisms.67% similarUnverifiedError cascading refers to a downstream agent treating the erroneous output of one agent as trusted input for further processing; one prevention method is to allow downstream agents to proactively refuse uncertain conclusions (e.g., triggering a human fallback when returned data is insufficient).67% similarUnverified代理熔断的难点在于“什么算异常”本身是模糊的：传统服务的失败信号是明确的超时或错误码，而代理的越界行为可能表现为一次看似合理的API调用。因此，代理熔断通常需要结合策略引擎、行为基线和实时风险评分，而非简单的阈值判断。66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1046508API
curl https://kongchang.com/api/v1/knowledge/claims/1046508MCP
get_claim(id=1046508)