Unverified50% confidenceOpinionExact time
Version drift in the dependency tree is one of the most common sources of hidden failures in real-world projects.
1
Sources
50%
Confidence
Long-term
Relevance
9/15/2026
First Seen
Sources
Related Entities
Related Claims
Unverified大模型缺乏项目特定上下文时，其输出会退化为「有根据的猜测」，这是二次开发越改越乱的技术根源66% similarUnverified通用LLM因缺乏任务约束会产生格式漂移（Format Drift），即每次输出的结构和质量存在不可预测的差异65% similarUnverifiedBy adopting a configuration-driven approach combined with deduplication validation, this type of repetitive error could have been intercepted at the build stage.64% similarUnverified模型在自己生成的错误基础上继续叠加修复会形成'错误堆叠'，导致越修越乱的循环，这是所有基于LLM编程工具共同的架构性局限64% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/923316API
curl https://kongchang.com/api/v1/knowledge/claims/923316MCP
get_claim(id=923316)