... maker of CropPass ( croppass.com ). After getting a visa photo rejected for a slightly uneven shadow and feeling uneasy uploading my biometrics to random cloud tools, I built a local-first alternative

... This question has sat in the back of my head for months and I still don't have a clean answer. For internal work the bar is forgiving. A draft brief with rough edges, a slightly off tone in a Slack summary, a CRM note that's 80% right. You fix it and move on. The second that output goes to a customer, something shifts. I read it three times looking for anything that could land wrong. Often the output ... ... direction: the more drafts I read, the fewer I change, but I haven't stopped reading, and I don't think I will. Comment from Hiten Sethiya(@hitensethiya): i think the line is less customer facing vs

... modal in the product one at a time and reading what it promised. And before launch I said the failure I expected from 111 one click apps wasn't a crash, it was an app returning something plausible and slightly wrong that nobody would bother to report. Same pattern in all three. A crash gets reported because it interrupts someone. A wrong number interrupts nobody, so it sits there and the inbox stays clean, and a clean inbox reads like ... ... trusting whatever produced it. the thing that's worked for us on the quiet class specifically is reconciliation jobs that run on real data after launch, not test data before it. pick two numbers that should independently agree (balance vs

... task before accessing a blocked app Journal about why you're reaching for your phone Use physical challenges like push-ups as an interruption Track your behaviour and progress The idea is simple: Make the impulsive action slightly harder. Make the intentional action slightly

... easy to fall into the habit of constantly changing things on your site just because you looked at a competitor or got bored of your own UI. I used to jump straight into the code every time a flow felt slightly

... Three numbers from it get quoted. Users who saw an AI summary clicked a traditional result in 8% of visits; users who didn't, 15%. Users ended their browsing session 26% of the time with an AI summary present versus 16% without. And the one that should matter most to anyone buying GEO: users clicked a link inside the AI summary itself in 1% of visits. One per cent. That is the click value of the thing the entire optimisation ... ... more often. Just 8% of one- or two-word searches produced one. For searches of ten words or more, 53%. For searches starting with a question word - who, what, when, why - 60%. Sit with that next to the 8%-versus

... Apple's own support pages. Apple In-App Purchase: 26%, or 15% if you're in the Small Business Program, the Mini Apps or Video Partner Programs, or on an auto-renewable subscription after the subscriber's first year. Alternative payment processing inside your app: 20%, or 10% for those same groups. Out-of-app offers with an actionable link: a 15% store services commission, or 10% for those groups, on anything bought within 7 days of the tap. Apps ... ... distributed outside the App Store entirely - an alternative

... Ernesto, co-founder of Scalari. I ve spent more than 14 years building software, leading engineering teams, working with startups, and helping companies turn technology into actual business results. And somewhere along the way I noticed something slightly absurd: companies have never had more data and somehow it s still surprisingly hard to answer simple business questions. How much are we actually growing? Which customers are really profitable? Why did conversions drop? What should we be worried about next month ... ... business intelligence is another prettier chart. It s software that helps people make better decisions. We re still early. We re building, testing assumptions, talking to users, breaking things, rebuilding them, and discovering that apparently connecting company data is slightly

... After being on Product Hunt for almost 4 years, I ve realised one thing. The vast majority of people launch their product once, and that s it. It gives me a slight feeling that the product might stop existing a few months later. On the other hand, makers who repeatedly launch major updates give me the impression that they re serious about their product s direction. I d probably feel much more comfortable paying for a lifetime deal from them ... ... launch several times on the same product. Comment from Nika(@busmark_w_nika): @farrukh_ahmed8877  To be honest, each other's launch seemed to me less successfulessful, but I think it was because of very big competitors

... makes a companion app look healthy on a retention dashboard is the loop that regulators now call manipulation. That's the trap. If you optimize an emotional product for time-in-app, you will build something that makes people slightly worse and your metrics slightly

... path taken to it. So, concretely: measure tokens-to-passing-test, report the median and the p90, and treat the gap between them as the real quality signal. A tool with a tight distribution and a slightly worse median beats one with a great median and a fat tail every time on real work. Stephanie's time-to-merge is the same instinct measured in hours instead of tokens, with the advantage that it is already sitting in your ...

... without losing context. Now building Arteza on the same idea for image, video, voice and music. Most of what I've learned this year isn't the fun part. It's context handoff between providers who all format history slightly differently. It's pricing something whose underlying cost moves every few weeks. It's support tickets from people who don't believe the model actually switched, because the tone didn't change enough for them to notice. Two things ... ... answer everything, including the ones where the honest answer is that we still haven't worked it out. Comment from Sabber Ahamed(@sabber_ahamed): @asadmalik901  stamping the model name being the "unpolished" fix is such a clean polish-vs

... brought us users, feedback, and sometimes very direct criticism. We have now started experimenting with Reddit ads, although the early click-through rate looks unusual enough that we are not fully sure we trust the reporting yet. So, a slightly specific request: if you happen to see one of our ads on Reddit, please let me know which subreddit it appeared in. A screenshot would be even more useful. We will keep sharing the numbers as we go, including what ... ... research agents, but since VCs are a much more finite universe than 'all b2b companies', we're able to spend more resources on doing deeper research on each fund and person. This and the sales product do have slightly

... sentence, because there is no final version that removes it. I've started separating launch issues into two groups: Things that would genuinely damage trust or stop someone from using the product. Things that would simply make the product slightly better . Security problems, broken payments, lost data, major onboarding failures, or core features that do not work are real blockers. A nicer animation, another integration, slightly

... description of the easy case. The hard one, a genuinely external decider, is the one you already named: possession of a link, or nothing. Comment from Aria(@ariajinling): I agree: degradation has to be an explicit, author-authored alternative, not a timeout-time improvisation. If an action has no degraded form, it needs a stronger escalation path or a shorter approval window. For partial work, I would preserve a compact execution ledger: completed steps, external effects, and the invariants ... ... silently approve; it should either narrow the action (for example, create a draft instead of sending) or fail closed with enough context for the next human to resolve it quickly. Comment from Dale Mooney(@dalemooney): @aadilghani   The gate versus

... slightly less excited> Hi, I'm Keith and I launch fun things on Fridays I can't recall the original thread but I saw the phrase "eternal september" in a slightly

... time to finish the gallery. Does the day of the week still matter much in your experience, or is that mostly a myth now? Comment from (@new_user___26020267b63ea4605738cbb): Launching BillFast today has reinforced the ready enough vs. finished distinction for me: the core flow (create an invoice, preview it, download a client-ready PDF) is narrow and usable, while feedback is now surfacing the edges currencies, taxes, templates, and payment instructions. For a small product, that feels ... ... limited testers. They gave us the first feedbacks for us to make the app better. After we didn't succeeded with a try on LinkedIn, where the feedback was nearly zero, we are on our way to find good alternatives

... compliance is different. It focuses on whether a system meets legal, regulatory, or policy requirements. The question is less "is this safe?" and more "are we meeting the rules we're expected to follow?" AI governance sits in a slightly different place. It's about ownership, visibility, and control. Who can approve an AI workflow? What records exist? Who is responsible when decisions are made? How can a team understand what happened later if something goes wrong? A support agent ...

... ways: The Manual Grind: Spending 10+ hours dragging keyframes in Premiere Pro or After Effects when I should be focusing on the actual product. The AI Route: Burning through incredibly expensive AI video tokens, only to get an unpredictable, slightly creepy result that looks like typical "AI slop." I got so tired of this cycle that I decided to build a third option for founders like us. It s called Fieldora. The concept is dead simple: Strictly zero AI, purely ...

... With all the recent data leaks and state surveillance laws, more people seem to prefer 100% local, on-device compute over cloud-based LLM architectures even if it means working with slightly smaller models. As users or makers, are you consciously choosing on-device alternatives

... open, I started to hesitate. My active vocabulary felt rusty, and I realized I was losing my writing confidence. It brought me to a harsh truth: AI is making us fluent in copy-paste, not in language. The "Pilot" vs. the "Mentor" Problem The real issue with traditional AI tools is that they write instead of you. They take the controls, replace your voice entirely, and fly the plane. Your brain gets zero mental engagement, and you learn absolutely nothing ... ... native speakers: you can write in one language (like English) and receive the grammatical explanations in your native tongue (like French) to accelerate real learning. I m really curious to get your take on this: Have you noticed a slight

... sets cannibalizing each other. 7. Search term mining and negative keyword lists. Finds the negatives I should have added last month. 8. Landing page and tracking QA. Checks every URL and pixel fire in the account. 9. Competitor ad monitoring. Scrapes Meta Ad Library, sends me a weekly digest. 10. Anomaly detection and alerting. Spend spikes, CTR drops, conversion dips emails me same day. Most of these took under an hour to build. Some took 20 minutes. The failure mode ... ... emailing CSVs around, this is the move. How this connects to Rankfender We have been building these same workflows into Rankfender. Not as standalone scripts. As native features. RAISA does the anomaly detection and alerting. Spend spikes, citation drops, competitor

... Ludwinowski(@anna_ludwinowski): @picspace  "What changed for the user" instead of "what did I build" is exactly the right swap! It's the same trap in enterprise IT and in most launches here, just dressed differently (feature list vs. demo). Since you mentioned the sentence changes as you learn: do you have an example of how yours shifted for picspace? Like what the early version of the problem sentence was, versus

... 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 ... ... Gemini, since more buying decisions now start there instead of traditional search. If you want to see how an AI agent currently reads your own site, we put out a free tool that shows what an AI fetches vs

... build it. Comment from Azouzi(@azouzidesign): Why use Grammarly when you can do that with Claude/OpenAI ? For me, Claude + custom skills is more than enough for all text operations .. my top 5 stack is: - Figma, Framer, Affinity (for design) - VS code, Vercel, Github, Claude Code (for coding) - Claude (best llm for me) - Google Docs, Sheets, Gmail, Looms, Google Meet, and Slack (for client communication) - X (for networking) Comment from Awais Younas(@itsawaisyounas): SocialBu for social media management PostHog for monitoring ... ... solo founder, these are the five tools I use almost every day: ChatGPT VS