Unverified50% confidenceOpinionExact time
Software has an invisible nature; developers face abstract code, logs, and data structures, lacking physical feedback.
1
Sources
50%
Confidence
Long-term
Relevance
9/11/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFrameworks abstract away a large number of underlying details, and when developers encounter performance bottlenecks, edge-case anomalies, or deep customization requirements, those lacking a foundational understanding are often at a loss.70% similarUnverified任何统一抽象都会面临「最小公分母」（Lowest Common Denominator）问题，只支持纯文本消息收发的抽象层会丧失各平台最具价值的富交互能力66% similarUnverified即便是最强的大模型面对陌生私有代码库依然无法凭空理解原作者设计意图，这是信息缺失问题而非智能不足问题66% similarUnverifiedWhen a software system is sufficiently complex, no single developer can fully comprehend its entirety in their mind.66% similarUnverified软件工程的难点往往不在于写出正确代码而在于确定正确的问题，涉及需求模糊性、利益相关者冲突和遗留系统隐式约束，是当前AI最难独立完成的部分65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/896677API
curl https://kongchang.com/api/v1/knowledge/claims/896677MCP
get_claim(id=896677)