Unverified50% confidenceSolutionExact time
在每个数据交接点添加JSON Schema校验可将结构性不匹配从运行时深层故障提前到开发阶段即可捕获
1
Sources
50%
Confidence
Long-term
Relevance
7/21/2026
First Seen
Sources
Related Claims
Unverified多Agent系统中防范级联失败需要多层机制：JSON Schema结构化验证并重试、置信度评分与人工审核、幂等性设计、以及人机协同节点74% similarUnverifiedNot all evaluations require an LLM; Deterministic Evaluation can be used in scenarios such as checking whether JSON output is valid, whether the schema is correct, or whether required fields are present.71% similarUnverified使用JSON Schema验证将质量保障从人工审核下沉到自动化验证层，是LLM应用从Demo走向生产级系统的核心工程方法论71% similarVerifiedEach extracted test point uses a unified JSON format containing the module chapter, test point title, test status and operation steps, expected results, priority, and test design method.71% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/584883API
curl https://kongchang.com/api/v1/knowledge/claims/584883MCP
get_claim(id=584883)