Re:A standard protocol to handle and discard low-effort, AI-...
by selimenes1 on Friday March 06, 2026 @01:27AM
(#47271613)
The danpalmer comment really resonates. I've been in similar spots where AI-generated code passes tests and looks fine at first glance, but you don't have the mental model of why it works that way. That missing confidence is real and I think it's the core issue with these low-effort PRs too — the submitter has no skin in the game understanding what the code actually does.
What's interesting is this isn't entirely new. Before AI slop PRs, we had Hacktoberfest spam, drive-by typo-fix PRs that broke things, and copy-paste-from-stackoverflow contributions. The difference now is just volume and the fact that the code looks superficially more competent.
Honestly I think the most practical signal for maintainers is whether the contributor can answer a specific question about the change. Not "explain the PR" but something like "why did you choose X over Y here" or "what happens when Z edge case occurs." A human who wrote or at least deeply understood the code can answer that in seconds. Someone who just prompted and submitted cannot.
What's interesting is this isn't entirely new. Before AI slop PRs, we had Hacktoberfest spam, drive-by typo-fix PRs that broke things, and copy-paste-from-stackoverflow contributions. The difference now is just volume and the fact that the code looks superficially more competent.
Honestly I think the most practical signal for maintainers is whether the contributor can answer a specific question about the change. Not "explain the PR" but something like "why did you choose X over Y here" or "what happens when Z edge case occurs." A human who wrote or at least deeply understood the code can answer that in seconds. Someone who just prompted and submitted cannot.