... What does done mean on your team? Four months of building forced us to separate four different things: a source commit proves code exists, a passing test proves a defined behavior, a notarization receipt proves an artifact cleared a gate, and a live-store lookup proves distribution. None of those proves adoption, revenue, or a customer outcome. We ve started treating completion as a proof ladder instead of one status: implemented built installed live customer-ready. It has made product ... ... reviews less dramatic and much more useful. What receipt do you require before your team says a feature is done

... live on PH Aug 22, so this thread's been good practice at saying it in one paragraph.) Comment from Demetrio Koro(@aktivist): siOsi upload one selfie and it reads your 12-season color type, undertone, gold vs silver, and which hair colors suit you, then grades the actual makeup in the photo (flash cast, oxidation, coverage), which most tools skip. Free, no signup. Built it because every beauty sub has a queue of "what season am I" posts waiting ... ... verified AI disclosure. others will not. over time the receipts with agent transparency outperform on credibility because the alternative

... done, no notification goes out. You think it's still working because the done

... explicit confidence grading (Verified vs Needs Review vs

... should a publisher put a roundup on their blog? Couldn't this penalize the parent domain? Google doesn't care who writes the content as long as it adds value to a reader. Most of the AI content is done for scale and obvious spam. Most of the top organic SERPS are roundups (i.e. search "Home Office Ideas"), and most are programmatically generated. It just needs to have a fresh perspective and appear as though research and effort was done