Kyle Kingsbury 谈 LLM 如何侵蚀软件文档与组织的信任

Quoting Kyle Kingsbury

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Kyle Kingsbury 在 ParticleDB 1.1.4 的 Jepsen 测试结果中指出，LLM 的使用侵蚀了人们对文档、软件及生产这些软件的组织之信任，过去用来判断系统成熟的信号如今更容易被伪造。他提出，在 LLM 时代维护者需确保软件正确、文档准确，并向用户证明其质量。

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1st November 2026

More broadly, the use of LLMs erodes trust in documentation, in software, and in the organizations which produce them. Perhaps engineers will begin to treat any new software project with suspicion—the signals we used to rely on as markers of a mature system are now easier to counterfeit. [...]

In the age of LLMs, what can maintainers do to ensure correct software and accurate documentation? Having done that work, how can they demonstrate its quality to users?

— Kyle Kingsbury, Jepsen results for ParticleDB 1.1.4