Unverified50% confidenceDecision RuleExact time
Agent success should be a concrete artifact left by the run, such as a confirmation email, an order ID, or a new record in the system that can be deterministically queried.
1
Sources
50%
Confidence
Long-term
Relevance
10/7/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe pragmatic approach to Agent verification is layered composition: use rule guardrails and human approval before execution, monitor resources and apply circuit breaking during execution, and persist traces after execution combined with LLM judging and offline evaluation for continuous regression.73% similarUnverifiedAgent的写入操作应保证幂等性、日志记录和显式冲突处理，而非静默重试，以避免崩溃重启后重复创建工单或发送重复消息73% similarUnverifiedAfter an Agent receives the result returned by a tool, it can determine based on that result whether to continue calling other tools.72% similarUnverifiedAgents are particularly good at three types of tasks that require judgment and action: multi-source information integration, multi-step correlated operations, and continuous status monitoring.72% similar
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