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Engineers May Lose Trust In Software Documentation

The use of LLMs may erode trust in documentation and software. This shift matters as it can impact how engineers approach new projects.

Original reporting · simonwillison.net

Original: “Quoting Kyle Kingsbury”

Read “Quoting Kyle Kingsbury” at Simon Willison →

How this was written. GDS wrote this article with a language model from Simon Willison’s reporting (model: @cf/meta/llama-3.3-70b-instruct-fp8-fast); it describes that reporting rather than adding to it. The original, linked above, is the full story.

Key points from Simon Willison’s report

  • The use of LLMs may erode trust in software documentation and organizations.
  • Engineers may begin to treat new software projects with suspicion.
  • The erosion of trust can impact how engineers approach new projects.

The use of Large Language Models, or LLMs, has a broader impact on the field of software development. According to Simon Willison, this impact is significant and far-reaching. LLMs may erode trust in various aspects of the software development process.

LLMs may change how engineers view documentation and software. As Simon Willison reported, the use of LLMs can lead to a loss of trust in these areas. This is because LLMs can generate text that is similar to human-written documentation, making it difficult to distinguish between the two.

The erosion of trust in documentation and software can have significant consequences. Engineers may begin to approach new software projects with suspicion, rather than relying on traditional signals of a mature system. This shift in mindset can impact how engineers work on and evaluate new projects.

Questions and answers

What is the impact of LLMs on software development?

The use of LLMs may erode trust in documentation, software, and organizations.

How may engineers approach new software projects?

Engineers may begin to treat new software projects with suspicion, rather than relying on traditional signals of a mature system.

Read the full story at Simon Willison More from Monday, November 2, 2026’s edition