... 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 Aleksandar Blazhev(@byalexai): @thomastherhombus  wow. What do you mean? I brain storm more than 80% of my time with ChatGPT/Gemini. Especially Gemini is great at brain storming. Comment from Abdullah Javaid(@abdullah_javaid3): Content generation ... ... type of tasks. You rely mainly on Claude or ChatGPT? 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

... doesn't know your passport expires in August. Your calendar doesn't know the water heater's warranty ran out in March." Nobody wants a household OS; everyone recognizes the Sunday-night dread of six apps and a drawer of documents that don't talk to each other. The twist I'd add to your framing: for AI products specifically, the demo can carry it but only if the demo IS the problem being solved. A screenshot ... ... demo can attract attention, but a clear problem is what makes people understand why they actually need the product Comment from Kevin Short(@kevin_short3): Eliminating an unlimited feed on a social media, and focusing social media around the topics

... 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

... type a topic. No rigid curriculum menus or syllabus databases required. 2. Say the word (Build): Pick your format (Multiple choice, true/false, fill-in-the-blanks, math, etc.) and give plain-text instructions like "Make 10 questions on this topic

... problem and more like the same judgment call we already made with ORMs and frameworks, just moving faster 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

... www.producthunt.com/products/arg... Comment from Vasyl Kyryliuk(@vasyl_kyryliuk): @hhypnos   That split makes a lot of sense traffic decides where to look, but code and reachable side effects decide whether it matters. In VAT Engine, I m currently drawing the line in a more deterministic way rather than using one universal anomaly score. Raw volume, authentication failures, rate-limit hits, or invalid webhook signatures are attention signals, but none of them alone means incident. I treat it as real when ... ... 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

... from Jernej Jan Ko ica(@jernej_jan_kocica): @aadilghani  You are right that I did not join them, and the join has a condition. The heartbeat has to be able to fail on its own. If one code path draws both "3 of 3 matched" and the mismatch, then blank only means the panel is dead. Time to approve mixes reading with repair, and the repair half gets faster as people learn the common ones. So the gap can close ... ... 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

... 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 ... ... trying to use a social media strategy that essentially identifies specific personas that my app solves problems for, then ive ask it help me come up with interesting slideshows that directly empathise or inspire that specific audience (about a topic

... 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

... which folder you buried it in. Auto-tagging and "show me everything about X" across a library that size is exactly the direction we are pushing. Quick question for you, when you go looking, is it usually by topic, or more "what was I thinking around that time", more like a date or a project? That changes a lot about how the retrieval should work. Comment from Maxence Legu ry(@maxence_leguery): @fatima_shehzad  "A living space, not a column ... ... What I d want is something that breaks that illusion not by doing more, but by making the next concrete step unavoidable to see. Not AI, just clarity. Comment from Eduard Turea(@eduard_turea): The line I d draw

... page. Comment from Andrii Krugliak(@theuniverseson): The personal-brand-first risk you named is real, but I think it is fixable: build the brand around the problem you obsess over, not around yourself. If people show up for the topic, the praise stays honest, because they actually care whether the thing solves it. The founders who get false positives are usually the ones who made themselves the product instead of the problem. Comment from Emmerita Ambata(@emmerita_ambata): This ... ... something real behind the story We re seeing this ourselves with SpeakUp. In categories where trust matters a lot, people often want both: a strong product and a visible founder who can explain why it exists. Curious where others draw

... from Riya Jawandhiya(@riya_jawandhiya): @busmark_w_nika  Bhava is a tool that I worked on but it doesn't actually stand in every single day's use case for me. It stands out when I have to draw diagrams, when I'm planning architecture and systems. In those cases it is super helpful but that's the thing which you do probably once in a week not every single day Comment from Riya Jawandhiya(@riya_jawandhiya): being ... ... videos, generate subtitles and turn them into properly styled captions without spending hours doing everything manually. Without these tools, my workflow would be much slower and probably a lot less creative. Comment from Maali Baali(@maali_baali): Nice discussion topic

... 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 ... ... 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

... mechanically checkable, feature-shipped, works-correctly, did you find any grounding signal at all, or did you draw the line at "if there's no command whose output proves it, mark it unverified and make a human look"? Because that boundary, verifiable-vs-must-be-judged, is the thing I keep hitting, and it sounds like you've already had to draw

... falling, these manual posts will be phased out far faster than white-collar roles that rely on complex negotiation and contextual judgment. Comment from Nigel Koh(@kohnigel): @busmark_w_nika  ty! 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 ... ... from Ajin Sunny(@ajinsunny): @busmark_w_nika  We will all be talking to agents who will scour the internet. Comment from Bengeekly(@bengeekly): My prediction years ago was that humans would remain the most artistic in like music, drawing

... 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

... 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 either of the career paths (originally) tend to have. And then of course there's the all empowering: ability to change. 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

... help AI agents buy their own tech tools so this may be a new era when funds will go rather to Agents than to founders. Comment from Felipe Daguila(@felipe_daguila): Great topic. I am particularly focused in this topic

... 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

... over a week, the wider Product Hunt community has been chiming in with their two cents in the discussion about where to draw the line between which product features should be free and which should require payment. Just yesterday on X, a post started trending about a tool with 35,000+ users, but only just over 1,300 paying customers. The founder was asking the community for advice on how to increase conversions. Many people had a very straightforward opinion ... ... already value. Comment from David Sherer(@david_sherer): @busmark_w_nika  That is the truth it is the one who get things free or very cheap that complain the most Comment from David Sherer(@david_sherer): Very interesting topic

... learn the models from their own field and then try to apply them to everything. "To the man with a hammer, everything looks like a nail." His solution? Build a latticework a mental grid of 80 to 100 models drawn from across disciplines and use them simultaneously to analyze any situation: Physics & Systems : Feedback loops, critical mass, entropy, equilibrium Biology & Evolution : Natural selection, adaptation, ecosystems, redundancy Psychology & Behavior : Loss aversion, incentive bias, social proof, psychological denial Economics ... ... decades. The models don't just add up they interact , creating insights that no single model could produce alone. How FunBlocks AIFlow Turns This Into a Usable Tool The Core Mechanism: Multi-Model Parallel Analysis When you input a topic

... does it work? Am I crossing a line? The Critical First Step: Defining Your "Why" Before you look at a single app, you have to get honest about your motivation. The line between safety monitoring and unethical surveillance is drawn by your intent. What Legitimate Safety Monitoring Looks Like This is about protection and well-being, with clear, proportional goals. Transparency and Consent: The person being monitored knows about it and agrees (or, in the case of young kids ... ... path of honesty, proportionality, and respect, you can use technology to actually support your loved ones safety while strengthening the trust that keeps your family connected. Comment from Stoyan Minchev(@stoyan_minchev): I am really interested on the topic