Unverified50% confidenceFactExact time
据CircleCI 2023年数据，约30%的CI失败与代码变更无直接关系
1
Sources
50%
Confidence
Long-term
Relevance
8/27/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedA 2023 study by Stanford University showed that Copilot's error rate in security-sensitive code scenarios is as high as 40%.62% similarUnverifiedUsing a prompt that simply says 'write less code' can reduce code volume by 33%, but the security metric drops to 95%.62% similarUnverifiedMetaGPT实验数据显示多智能体协作相比单一模型可将代码生成错误率降低约30%59% similarUnverifiedCodeGraph tests show a reduction in Token consumption of approximately 47%.59% similarUnverified若Sub-Agent的输出存在10%错误率，经过3个串行Agent后错误率可能累积至27%以上58% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/808496API
curl https://kongchang.com/api/v1/knowledge/claims/808496MCP
get_claim(id=808496)