... directly from Telegram (quote replies work too) Have a nice weekend! :) Comment from Vincent S(@vynsedev): @bengeekly  now you can yes create a Group add all your Bots create a Topic

... really need to be high-quality :) Comment from David Sherer(@david_sherer): Very interesting topic. as I am struggling with have to give the best pricing with the fairness to the user. I have limited my free version I think this is help for conversion rate. but then I think why am I doing this app? I don't want to be about just the bottom

... coming to Votap. But we re keeping it fully anonymous. No names, no faces, just your generated tag and your activity. (Yes the look is a bit inspired by that anonymous vibe you often see around government / political topics felt fitting ) The goal is to let people express their opinion freely, without worrying about identity. At the same time, profiles will make conversations, replies, and interactions feel much more real. A lot of updates coming to Votap very soon. Download ... ... about user guidelines? Comment from Alexandr Cizek(@alexandr_cizek): @skylerwindmiller  Well the app itself is 18+ first of all. People verify themselves through their phone number. Not a perfect solution but in combination with other mechanism can catch bots

... ever gotten came from throwaway accounts. Kill anonymity, and you kill that dynamic. For Product Hunt specifically , I think lightweight verification (like email + device fingerprinting + behavioral signals) would go a long way without crossing into biometric territory. Bots have patterns that are detectable without ever scanning a face. Curious to hear what comes out of the pilot with your subreddit. That's a bold experiment. Comment from Robert Vassov(@robert_vassov): Everyone has bad experiences - Reddit is a place where ... ... robert_vassov  The point about new income streams morphing into new control nodes is also a real concern, especially when identity and biometrics get involved. Thanks for bringing a bit of storytelling and humor into an otherwise heavy topic

... interesting part. What s interesting is why I said no. More and more people are joining calls with AI note-takers, silent recorders, or meeting assistants , often without explicitly stating it. Even if you don t accept the bot, it doesn t really matter anymore. If someone wants to record, they will... one way or another. And that creates a weird imbalance: You re being recorded You didn t consent You don t know how that data will be used ... ... think it is a form of etiquette to get consent. Comment from Jaxon Smith(@jaxon_smith3): This is where good founders stand out clear communication vs sneaky behavior. Comment from Olia Nemirovski(@olia_nemirovski): This is such a nuanced topic

... product or market it. I was spending hours in Figma just to create a single carousel. It was a bottleneck I had to break. I built Insta Posts for myself first. To strip away the complexity of traditional design and replace it with a system that understands your ideas. What it does: Draft in seconds. Input a topic

... Nika(@busmark_w_nika): @indu_thangamuthu  But not such long dashes :D Comment from Nika(@busmark_w_nika): @spunchev  This is an interesting POV  using Hard data usage vs Soft data usage. That could be another topic to discuss, but also finance is hard data... but wouldn't give access to it anyway. Comment from Nika(@busmark_w_nika): @anders_wotzke  What have they managed to mess up in your workflow? :D Comment from Nika(@busmark ... ... stand for the opinion that things we care about quite much, I would like to do them in person/manually :) Or things I enjoy. Comment from Nika(@busmark_w_nika): @umairnadeem  Or it would be cool to give one bot

... through mutual agreement fosters trust and independence better than a top-down monitoring suite. It s a safety net for coordination, like being able to find location by phone number with permission, not a tool for constant scrutiny. The Bottom Line: Build Safety on Trust, Not Fear At its core, remote monitoring is a specific tool for specific situations not a cure-all for anxiety. Its most legitimate use is as a transparent aid in protecting vulnerable people, primarily children ... ... 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

... Very cool! Specifically about LeoIgnite, I'm curious what your ultimate vision is? I was very glad to see the disclaimer on the bottom of your site, have you thought about what other guardrails should be implemented for Leo, so that it is staying helpful and referring users to a professional as needed? On the topic

... Incredible." Marcus, Content Creator Teachers and Educators Socra includes a dialogue design and sharing feature that makes it a genuine classroom tool, not just an individual one. Teachers can define learning objectives, build a structured dialogue plan around a topic, and share it with students via a single link. Each student receives their own adaptive, personalized AI tutoring session guided by the goals the teacher set. Class time is finite. Learning doesn't have to be. Socra extends the reach ... ... Memos. Content outlines. Podcast scripts. Whatever format is useful to you Socra generates it from your conversation automatically. Your thinking doesn't disappear into a chat log. It becomes something you can return to, build on, and share. The Bottom

... Android app with AI in a few months. The old bottleneck was "you need to learn to code first." Now the bottleneck

... valuable, but if you can use the agent visits (from user-initiated bots like ChatGPT-user) to make sure your prompt set is not only diverse, but also representative of what user are actually asking ChatGPT. For example, if you see more ChatGPT-user agent visits on pages / blog posts pertaining to a particular feature e.g. integration capabilities, then you know to include prompts on this topic

... upset, this may have been her only account. I've been there. So I can't tell her the address on file but I can ask her to confirm it, she says her address, Turns out, no one had bothered to update it. Card went to the wrong address. I then tell her this and she is understandably frustrated, so I just update it, double check it with her. Then I marked her card as lost, not stolen. This ... ... people are very sensitive when it comes to refund and solving problems related to money. Comment from Giodio Mitaart(@npmitaart): Interesting topic

... most marketing-resistant audience on the internet. They can smell a product post from three sentences 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 "Our tool handles Cloudflare bypass automatically." The uncomfortable realization: the frustration post IS better marketing than the launch announcement. It demonstrates expertise, shows you understand ... ... cost of missing sunny days, really missed those when living there) Comment from Emily Schubert(@emily_schubert): I guess this is the relatable hook problem. Sometimes people stop scrolling because of random, personal topics

... problem: The "garbage" bottleneck We all know that 90% of enterprise data is unstructured (PDFs, docs, emails). Traditional RAG pipelines "collapse" this structure into flat vectors, losing the narrative context. Current solutions are either too slow or prohibitively expensive. 2/ The solution: NeuroBlock's smart hybrid architecture We didn't want to use brute force. The NeuroBlock Research Team designed a framework that combines the best of two worlds: Speed: Classical NLP ( spaCy ) for initial NER (10-50x faster ... ... complex semantic relationships and refine extraction. 3/ Semantic & Adaptive chunking Forget about arbitrarily cutting text every 500 characters. Our algorithm respects natural paragraph boundaries and evaluates semantic coherence . If a fragment loses the thread, the system detects the topic

... agents. When it comes to finances, you said you don t. With health data, you don t either. But now I have a different question. When you talk to ChatGPT, you give it context. You share what s bothering you. Often, it involves personal relationships, finances, work situations, doubts, and conflicts. Do you think that s okay? For example, I m not in favour of AI agents managing things on my behalf. But the other side of the coin ... ... Another great question! Comment from John Baek(@fitnessrefined): I think some helpful guidelines on sharing information outlining the pros and cons, including risks would help many users. This hasn t been discussed enough when it s such an important topic

... Late-night lobbies, MMOs instead of homework, friendships formed over voice chat rather than irl. The internet wasn t a hobby; it was where my social life happened. Then came forums. Long threads, pointless arguments, deep dives into obscure topics. Hours spent reading, replying, and watching ideas evolve in public. That era shaped how I think more than any classroom ever did. Eventually, I drifted into crypto. Not because I was particularly insightful- just online enough to encounter it early ... ... disagreeing, and building on ideas. A social space where the participants aren t human. What would they talk about if we weren t steering the conversation? What patterns would emerge if we just let them run? So I built BottomFeed

... your position in the Reader and Notebook and shows a button to jump back to where you left off. This will work on the notebook and your Reader, including PDFs. You will see a little blue dot in the bottom right corner of these tabs, which will enable you to jump back to your last spot. Beautiful link previews when sharing a Recall card: When you share a Recall card (clicking the share icon in the top right corner ... ... learning. Here are the first few highlights, with all the details in our docs : Bring back the joy of learning with Quiz 2.0 More question types (open-ended, flashcards), the ability to quiz yourself on specific topics

... Madarapu(@anirudh_madarapu): I have one rule before the launch: 1) DO NOT PUSH ANY NEW CODE BEFORE LAUNCH Comment from AJ(@build_with_aj): I've gotten plenty of emails and dms promising upvotes for a fee. It bothers me because I know it's A) against the rules and B) not actually worth it. I think my to do list is more about being active and commenting on launches I resonate with and products I would use. There ... ... when you re still figuring out how the platform works. I m really glad you re opening up this topic

... News in the tech world gets old quickly. It's no longer relevant in 10 minutes. What helps you quickly navigate the world of AI? I caught the latest news about AI from: trend topics in the Bluesky or X feed . (Eg. Amazon Layoffs ) or from Product Hunt forums ( @fmerian posted today about OpenAI just acqui-hire Cline ) or larger media , such as TechCrunch The Information Wired Yesterday discovered this AI subreddit   Codex HackerNews What other sources would ... ... Yeah when hot take becomes a growth hack, silence starts looking like the luxury. Comment from AJ(@build_with_aj): I use twitter mostly but I kinda hate it. At this point I should build an arxiv watchdog and a bot

... time to polish your profile. Comment from Nika(@busmark_w_nika): @matt_rewo  There were 2 3 types of verifications. Occasionally, a window would appear, and I had to solve a "puzzle" to prove I m not a bot. Another type involved being logged out of devices, so I had to log in again. The last one is in your profile I m not entirely sure, but it might be related to the team review. I would also like ... ... already One thing I d add: be consistent in how you show up. If someone clicks your profile after seeing a comment, they should immediately understand what you re into and why your opinion matters . Random activity across unrelated topics

... your launch when, what worked and what didnt. We are launching our own platform soon called 'seekwhy.ai' and having never done this before looking for as much help as I can get. Comment from Aleksandar Blazhev(@byalexai): Great topic as always, Nika! I would point out that on Product Hunt one of the most important things is connecting with the right people . For example, there are people on the platform whose vote carries five points/upvotes. It makes far more sense ... ... platform. You should also be very careful with external traffic . When there is a spike of mass clicking on the link (such as sharing it in Telegram communities or WhatsApp groups) it can easily trigger Product Hunt s bot

... thinking around leaving conversations to search for answers, guidance, and resources. Search isn t just a tool anymore. It s a habit. And it s slowing us down. What started as a mechanism has become a behavior. A bottleneck disguised as the only way to move work forward. For too long, we ve normalized a broken way of thinking and working. Today, that ends. Today, we declare the death to Search. And the birth of Simplora. deathtosearch.com Comment from Alina ... ... gets faster. Comment from Bhavin Sheth(@allinonetools_net): @jimmyloweryjr   Love that framing speed of conversation + relevance is exactly where most tools break today. Curious how you handle edge cases where context shifts mid-discussion (e.g. meetings that jump topics

... know this topic has been here a million times (and people will still ask me a few more times after that). I personally see advantages in both cases, but maybe one more advantage when it comes to launching during the week. Very briefly: Launching during the week  strongest days (Tue, Wed, Thurs) More people see your product (but higher competition) Higher traffic to your page if you are featured Launching during the weekend Sat, Sun Higher chance of getting ... ... When it comes to support from your family, it can be good, but avoid that thing that they will create an account on the launch day. It will be very suspicious for the Product Hunt team and their "bot

... technology the world has ever seen, I predict the return of three pricing structures which are just so, inherently, human. And that, kinda, makes sense I've written a more in-depth Substack on the topic that I'll link to at the bottom