Developer shares a 15-minute checklist for vetting an AI tool's GitHub repo

On November 12, 2026 at 19:02, a developer published a self-check checklist on the AI section of DEV Community, aimed at people who are not programmers. The core idea is that before installing any AI tool, you should spend roughly 15 minutes examining the tool's GitHub page. The author notes that every week new AI tools are shared with claims such as "install this and your work gets 10x faster". Some of these tools genuinely stand out, while others turn out to be a brand-new GitHub repo with a polished logo and nobody actually maintaining it behind the scenes. The author argues that you do not need to read code to tell the two apart; reading the repository page is enough.

The checklist lays out a process that takes about 15 minutes and consists of three steps. First, start with the repo owner: determine whether it is a company, a known maintainer, or an account that was created just last month, and check whether the official website link points to the same repository. Second, look at the timing of the most recent commit and the update cadence of Releases, to judge whether anyone will still be maintaining the tool if something goes wrong. Third, skip the marketing copy at the top of the page and look only for the description of what the tool actually does, using that as the basis for judging it. At this point, only this single report has surfaced on the topic, and there has been no further development since then.