Unverified50% confidenceTradeoffExact time
There is a gap between controlled offline evaluations and real production environments; their limitations include the inability to fully simulate dynamic contexts, differences in codebase complexity, and the influence of engineering factors.
1
Sources
50%
Confidence
Long-term
Relevance
9/6/2026
First Seen
Sources
Related Entities
Related Claims
VerifiedMulti-instance parallelism faces engineering challenges including code conflicts, context consistency, and inter-task dependency management.74% similarUnverified受限解码对深度嵌套的复杂schema,状态空间可能呈指数级增长,是生产环境的主要工程挑战73% similarUnverified剩余12%的失败率主要来自复杂参数组合、边界情况或格式偏差,对生产环境是不可忽视的挑战72% similarUnverified从Demo到可维护产品之间存在巨大鸿沟,项目一旦变大变复杂或需要长期维护,完全依赖AI生成代码将导致灾难性后果72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/868174API
curl https://kongchang.com/api/v1/knowledge/claims/868174MCP
get_claim(id=868174)