... been trying so far: Writing a one-line "definition of done" from the ticket before using any AI tool, so I can check the output against it. Asking the PR author to explain the change in two or threesentences in the description. Treating any file that changed outside the ticket's scope as something to question first. These help, but they add friction, and I'm not sure they scale across a team. I'd like to hear from ... ... files, file-level restrictions, smaller tasks)? For solo makers without a reviewer, how do you catch these unintended changes before users do? Comment from Abdullah Javaid(@abdullah_javaid3): The quiet diffs get me more than the big ones. A

... LinkedIn, their site, their pricing page, their careers page, a podcast they were on, Crunchbase, two competitor tabs, my notes doc, and four tabs I genuinely don't remember opening. Then I write three

... solo dev and I just launched Nodal Every astrology app I tried buries threesentences of actual meaning under a full screen of incense and "the universe is aligning ." I wanted one that reads my real chart and just says what today's for then gets out of the way. So Nodal runs real ephemeris math on your actual birth chart and writes a plain-language daily reading from the transits genuinely hitting it. Plus: Tappable natal wheel ...

... thread on my personal profile. The 80/20 split you describe is interesting, but for dev tools the ratio is even more extreme. Developers are the most marketing-resistant audience on the internet. They can smell a product post from threesentences in and scroll past instantly. What worked was something closer to what @krupali_trivedi described -- posting about authentic frustrations. "Cloudflare just changed their bot detection AGAIN and I need to rebuild half my bypass logic" performs infinitely better than ...