Signal ping : Skill still sets the ceiling

AI helps most when it is guided by experience.

#

This article from The Register works best when read as a case study in applied judgment.

The most interesting signal is not volume, but competence. A contributor with enough domain knowledge and training is using AI to identify, test, and report meaningful improvements to curl. The tool does not replace expertise; it amplifies it. This is the version of AI assistance worth paying attention to, where skill directs the machine, not the other way around.

Read the article here:
https://www.theregister.com/2025/10/02/curl_project_swamped_with_ai/

Takeaway : AI helps most when it is guided by experience.