... Comment from Asad M.(@asadmalik901): @siarheihamanovich  Capping the refunds is the part everyone skips, and without it the rule is just a free tier with extra steps. The 60% line is the bit I'd steal, because it draws the boundary at unusable rather than imperfect, and that's the only definition that survives contact with real users. Where it breaks for me is that a generous refund on a video render is a real bill ... ... tool I build. A timeout or a 5xx always refunds, no limit. But an empty answer, or 12 cards when someone asked for 30, might be my fault or might be the input. Ask for 30 cards on a topic

... result: I burned out and never reached the level I was capable of, while she who put herself out there loudly and confidently early on grew her business to a nationwide scale. I'll let you draw your own conclusions :) But that experience is exactly why I wouldn't hold myself to such a strict checklist before launching on Product Hunt. Waiting for the "perfect" version can quietly turn into a way of never shipping at all. My own minimum ... ... best time to launch! The next best time is now! But I am intending to launch my own product on 4th August! Look forward to seeing your launch! Comment from Raphael C.Sena(@raphael_c_sena): Slightly off topic

... finally become real cards. Plus faster ways to add content, with 10 URLs at a time or drag and drop into your library. And a bigger step towards a smarter knowledge base. Chat suggestions now prompt you with questions drawn from what you have saved, and they sharpen as you add more. Extension updates The Recall extension is now live on Safari (Mac) and Microsoft Edge, in addition to Chrome and Firefox. Save a page, get an instant summary ... ... chip under the title. Shared Google AI Mode conversations now save correctly as cards. Facebook story links using facebook.com/story.php are now recognized as posts. Bug fixes Regenerating connections no longer creates multiple copies of the card's main topic

... processed locally and never touch an external server, giving you complete privacy and peace of mind. Features: Draw, type, or upload your signature Sign any PDF or image 100% free, forever no credit card No watermarks on downloads Works on iPhone, Android, and desktop Legally binding under ESIGN Act & eIDAS Free PDF tools: merge, compress, rotate, protect Website: https://mydigitsign.com Topics

... time. But some work still needs a real person to take responsibility. Lawyers, accountants, and anyone who must review and sign documents for institutions. AI can prepare the work. Someone still has to stand behind it. Where would you draw the line? Comment from Nika(@busmark_w_nika): Maybe I feel very old-fashioned, but I would never share my money with AI. And if so, only a very limited amount to make transactions. Otherwise no no :D Comment from ... ... that I will not share this data :D Comment from Aleksandar Blazhev(@byalexai): @galdayan  I couldn t agree more. This is honestly one of the most relevant and well-reasoned takes I ve seen on the topic

... remove the gate. So I'm curious how the rest of you draw the line: what do you still review by hand on agent-written PRs, and what have you handed off to a check that isn't you? Comment from Stacy Wycoff(@stacywycof83995): This maps almost exactly onto how FounderFlow grades things day to day (I'm the founder, mentioning since it's directly on topic

... first thing that actually held up for us. Since you're building an API product too: what's been your signal for "this alert is real" raw volume, auth-failure rate, something more semantic? Genuinely curious how you're drawing that line. Comment from Vasyl Kyryliuk(@vasyl_kyryliuk): This is an interesting distinction. Request volume alone says very little about actual business impact, especially when different endpoints expose very different capabilities. How does Argus connect an observed request pattern ... ... continuation of the trace, not the end of it. When a handler's real "sink" is a publish, an enqueue, or an outbound call, we resolve the other side the same way we resolve routes: an event type / topic

... what season am I" posts waiting days for three strangers to give three different answers. Comment from Zeeshan Akhtar(@zeeshan_akhtar1): Build an AI Search visibility tool that doesn't backlog SEO. Provides tracking, actionable ideas to improve it, topic discovery, AEO/GEO audit, content generation and more. Sharing it here- https://www.serplock.com Comment from Parvesh Garg(@parveshgarg): Thank you @nolan_vu  - It took a few months of hard work and a few years of imagination. Would love ... ... action with little or no editing, the system can gradually take over those low risk actions while still requiring approval for things like first outreach, financial decisions, or commitments. The hard part is figuring out where people feel comfortable drawing

... moving faster Comment from Max Musing(@maxmusing): @roopesh_donde  thankfully AIs are great at understanding and explaining code! Comment from Austin Buhl(@austinbuhl): Great topic, @maxmusing . I believe AI-assisted development has its benefits and can push you beyond your current level of comfort as a solo developer. That said, I definitely draw

... Nolan Vu(@nolan_vu): @busmark_w_nika  and if you don't mind I have another irrelevant question about PH Do you know how to avoid being rejected for thread on p/general, since I want to share some topics about AI and my expertise but the system keep rejecting my request so it's kind of upset to not know the reason, thanks in advance Nika Comment from Nolan Vu(@nolan_vu): @busmark_w_nika  great advice, thanks ... ... given we're ISO 27001 certified, this is something we use regularly) for keeping records of updates to policies and procedures and ensuring they're communicated to staff for audits Comment from S M(@s_m71): Like it, good topic

... situation survived forty times. My "survived-without-incident" counter inflates confidence on a class that's never actually been tested under the conditions that would break it, because the forty samples aren't independent draws from the risk distribution, they're forty draws

... always struggled with promoting my own work. It always felt a little awkward because I grew up in an environment where drawing attention to yourself wasn't really encouraged. That's not exactly ideal when you're trying to build a business, and even less so when marketing is literally how you make a living. :D I never had a problem promoting other people's products. Just my own. Now I'm in the same situation again. I'm building ... ... about the messy meeting workflow, not "here is another scheduling tool": the invite is in the calendar, the agenda is in a doc, notes are somewhere else, and follow-ups live in someone's head. That is a useful topic

... Claude Code for most of what I build, and these go through it. The drafts are mine though: my thinking, my call, and nothing goes out that I haven't read line by line. Which is on topic, I suppose. That's the gate I was describing, and you just found the tell it doesn't catch. Taking the note on the dashes. Comment from Aadil Ghani(@aadilghani): Forget the options for a second, because I think there ... ... that decided to send is a model that can write a persuasive account of why sending was correct. So the reason field fails in the one direction that matters, and it fails invisibly. That is the line I would draw

... usage, real customer context and real learnings will stand out because people can feel there is judgment and experience behind it. Comment from Roman Kiefer(@roman_kiefer): I am working on a video as we speak what a great topic for today.I couldn't agree more, and I will give myself permission to be a bit more REAL, and worry less about perfection, that will only come across as AI anyway. Comment from Danny(@memsoph): Unfortunately I'm just trying ... ... building the product. Comment from hiroshi(@hasui0310): @busmark_w_nika  I agree. On the other hand, this I think that feeling of hate is because everyone is using too much of it. If everyone post with Rough hand draw

... difference is that the consequences are now real. That's probably why governance feels boring right up until the moment it doesn't. Most teams don't think about records, approvals, ownership, or controls when they're experimenting. Those topics show up when an agent becomes something people depend on. It's a problem I've found myself paying more attention to while building OpenBox, but I suspect every team deploying AI agents eventually runs into the same shift ... ... adding governance later you're rebuilding. So, my answer to "at what point": the moment the agent stops only reading and starts doing. That's usually earlier than the demo makes it feel. Curious how you're drawing

... plan is generated. The why-this-mattered card feels useful because it adds a small pause between capture and action, instead of making every saved thought another obligation. Comment from Eduard Turea(@eduard_turea): The line I d draw is that after capture, a note should either preserve intent or reduce friction, but not pretend every thought wants to become a task. Some notes need to become one next action; others need to stay as context the future version ... ... hard part, finding the thing again six months later is. Buddy already pulls out what each note is actually about and links related ones together rather than leaving them as a flat pile, so you can follow a topic

... whether you understand their pain. If they immediately think, "That's me," they'll ask how your product works. If they don't, they probably never will. Comment from Hans Desjarlais(@ismaelyws): I think it's subjective. I'm drawn to the launches/demos that are relevant to my industry or some personal problems I am experiencing. What might be obvious to you may not be obvious to me. Comment from Alexander Bickov(@bickov): Problem first, always. For @SlimSnap ... ... three solve at once. that is the wedge. @anna_ludwinowski   Comment from Anders T.(@atherkildsen): @anna_ludwinowski   Comment from Kevin Short(@kevin_short3): Eliminating an unlimited feed on a social media, and focusing social media around the topics

... brand first, definitely - but the false positive feedback is the silent killer. clients who trust you praise things that aren't actually working. took a while to realize when praise was loyalty, not signal. Comment from founder92(@founder92): Interesting topic. While the "it depends" seems like a cop-out answer, it really does depend on the product/solution you're building. My personal preference would be to lead with the product and then later connect it to the founder/brand. Comment from ... ... approach, albeit a little differently as we're currently in growth phase with new launches focusing on product features and new verticals. Comment from Je Yue Yip(@je_yue_yip1): Personally a fan of founders who build in public. Drawing

... today that feel more like monopolies for collecting user data. How do you personally view these kinds of services and the way they massively collect and use information about users? In the EU, especially, this has become quite a big topic. Which services have you decided to stop using, or replace with more privacy-friendly alternatives? Comment from Nika(@busmark_w_nika): @surabhi_minocha  So, which team are you? Android or iOS? :D Comment from Nika(@busmark_w_nika): @unheardace13 ... ... using GrapheseOS on my phone, Qubes OS on my laptop and i'm in the EU so i'm pretty extremist regarding my own privacy! I'm using open source alternatives everywhere possible, but it comes with some drawbacks

... planet and not strive to bankrupt ourselves for a spotted fish or an amoeba that may disappear from our lake. -What kind of jokes does he tell? There are so many other questions to ask that touch this topic, but I think you get the point. Comment from Qasim Khan(@qasimkhan): @blakeatvassant  100% ego makes people protect old decisions instead of protecting the actual mission. i think the strongest founders can detach their identity from being right and focus ... ... realize that learning is important at every stage of a profession being kind and respectful to those that work for you + giving constructive criticism without insulting helping your team expand their skills beyond the job knowing where to draw

... supposed to replace blue collar workers. What s likely to happen in the near term (3-8 years) is that humans become managers of agents and robots. After that, anyone s guess. Comment from Robert Vassov(@robert_vassov): Good topic - I researched this area, and wrote about it on my substack. AI/Robotics are already cheaper - the problem is that they're not good enough... yet. Electricity is a constraint - North American's natural gas abundance will support electricity demand until ... ... which jobs get redefined first rather than fully replaced? Curious where this goes in the next 5 10 years Comment from Bengeekly(@bengeekly): My prediction years ago was that humans would remain the most artistic in like music, drawing

... different variables, besides career path, that make it more probable or not, for either direction to transition more successfully. For instance: - desire and time invested to keep learning - effort in keeping up with trends - ability to understand people - more drawn to build to meet others' needs and pain points, or more from a personal point of view - solution-mindedness - and a whole lot more Both are equally possible. So the bias may come from which traits the people who chose ... ... then of course there's the all empowering: ability to change. Comment from Jitain Chugani(@jitain): @busmark_w_nika  very true! just have to keep at it. Loving the content Nika Comment from Emmanuel Nwachinemelu(@nuel23): Great topic

... everyone! If you study anatomy, engineering, or complex flowcharts, you know the pain of traditional flashcard apps. Manually drawing 20 individual boxes over a diagram completely destroys your focus. I wanted to fix that friction. In our latest update (v1.0.4), I shipped the Image Occlusion Studio. How it works: Upload any diagram and hit "AI Auto-Detect." The AI assistant will instantly scan and hide the text labels for you, doing the heavy lifting in seconds. Is the AI perfect ... ... instantly. Zero friction. Also included in the v1.0.4 Visual Update: The "Modern" Theme: An edge-to-edge UI overhaul to maximize your screen real estate for deep focus. Color-Coded Workspace: Right-click to color-code your Projects and Topics

... right now. Comment from Mihir Kanzariya(@mihir_kanzariya): I trust AI agents for anything I can easily verify or undo. Writing drafts, generating boilerplate code, summarizing docs. If it messes up I catch it in 30 seconds. Where I draw the line is anything with real consequences that's hard to reverse. Sending emails to clients, pushing code to production, financial transactions. The speed is tempting but one bad automation is way worse than doing it manually. The weird middle ... ... yukendiran_jayachandiran  NGL, I overmanage things, so I would gladly fact-check 90% of things :D Comment from Igor Lysenko(@ixord): @busmark_w_nika  I think you are a celebrity (on PH) because you actively post interesting topics

... connection to something I already use or know. That last one gets me almost every time. Comment from John Viveiros(@jvatgainwrk): For me it's the following: 1) Does the headline make sense; 2) Is it a topic I'm interested in; 3) Does it look like something I'd use? If the launch looks to complicate or AI generated, I tend not to click lol Comment from John Viveiros(@jvatgainwrk): @lightfield bingo! Comment from Chris Payne(@chris_payne_emba ... ... been lurking for a while, contemplating if this is the best path for me (it is by the way). And I'd say if it solved a problem I have or know my organizations have had. I am also drawn