Unverified50% confidenceSolutionExact time
回归测试时可将历史轨迹中的工具调用序列作为黄金标准，使用编辑距离、工具调用匹配率等指标量化新版本模型或Prompt的回归风险
1
Sources
50%
Confidence
Long-term
Relevance
7/14/2026
First Seen
Sources
AI Agent上线前如何测试高风险动作？Mock之外的完整方案
Related Claims
Unverified由于测试数据集会随业务变化，历史评估分数需要附加版本标注才能保证纵向比较的有效性74% similarUnverified评估集构建遵循「黄金数据集」原则：从真实生产流量采样，覆盖高频场景、边界情况和已知失败案例，并由人工标注期望输出作为基准68% similarUnverifiedConverting anomalous traces that appear in production environments into new regression test cases is an effective method for building LLM evaluation sets.68% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/503273API
curl https://kongchang.com/api/v1/knowledge/claims/503273MCP
get_claim(id=503273)