... helped partners talk about hard topics like trust, jealousy, and intimacy. Today, Lovon has a new focus. We are building AI therapy: a voice-only AI psychologist . It helps you speak out loud, release emotions, and feel better. It can support you with many mental health challenges, not only relationship issues. Our approach is designed with PhD psychologists and based on proven frameworks like CBT. What stays the same? Lovon is still about care

... 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 shift via embedding similarity to decide exactly where to cut. 4/ The "Secret sauce": Context preservation This is where NeuroBlock transforms the data. We don't just store vectors; we build a Contextual Knowledge Graph in Neo4j . We create `NEXT ... ... Thoughts? Are you still relying solely on pure vector databases, or are you ready to move to Hybrid Graph RAG? Let the NeuroBlock team know in the comments. Comment from Ghost Kitty(@ghost-kitty-9423675): Comment Deleted Comment from Carlos

... mine. This is how it works: You search by interests. You type what you re curious about: Formula 1, French wines, horse racing, crypto, relocating abroad, career doubts, niche hobbies anything You see people who share those interests. You browse profiles of real people who are interested in the same topics

... dougli): @byalexai  This is fantastic advice! I didn't know that people's votes can have different values. I came across this PH help article after reading your advice, but how do you know if someone's votes carries 5 points? It's very interesting and unexpected too that external traffic can actually hurt -- it's such a common approach to share externally and ask people to upvote on PH, but it really seems like building that community ... ... people tend to follow back, especially when you re consistently creating or participating. Effective ways to grow your following: Following interesting makers Posting discussion threads on Product Hunt Engaging in comments It s also worth noting that some users carry

... just launched NBot, a personal AI curator for people who need to follow specific topics over time. Most existing tools focus on one-off search or discovery. NBot is built around continuous tracking: you describe what you care

... almost no space for real curiosity. So I decided to build Scheda a social network focused on knowledge, culture, and learning. Scheda is built around knowledge cards: short, meaningful pieces of content designed to explain ideas, spark curiosity, and be shared with intention. It also has channels, which are focused spaces around topics

... I believe that your chances of becoming visible on this platform also depend on how credible you appear. In the ...

... online business works. Few months later, i opened my company in Bulgaria, because from my country (Macedonia) it was very hard (almost impossible) to setup any type of online business. My first business ever was dropshipping premium strollers, car seats, and baby products. I spent $0 on ads and I pushed everything with SEO + organic marketing from the courses i learned. After 2 years of very hard work I achieved: Over $200K revenue in total Sold the business on Empire ... ... plan, choose, and share the fun moments, without making 10 different tools. What you can do inside Baby Names Hub (not just a list) Discover names with meaning, origin, pronunciation, and trend info NominoSwipe style browsing (fast, card

... stop infinity loops of pitching at me. = Therefore, I've been thinking about the topic a lot! I think it's fair and obvious to say, some people can communicate better than others. It's an art. I can't dance either, it's just life. The shame is that some brilliant products seem to get abstracted behind jargon and bad comms. I started my career

... Product Hunt folks, I m Mark, CPO at PawChamp . Together with my team, we re building PawChamp a Dog Training and Care Companion app. Most of our team are pet parents, so this topic

... under the hood here: github.com/InfinitiBit/graphbit Comment from Musa Molla(@musa_molla): @cerwindcharlie   @ilaiszp  Totally, Ilai. Running LLMs in production is a whole different game. Would love to read that article by Charlie, it s a topic we care

... using mostly LinkedIn atm but it s tough tbh coz it takes time and consistency but coz my product is targeted at job seekers it makes most sense. Dabbling a little on Reddit too but gotta be really careful with it. Comment from hira siddiqui(@hira_siddiqui1): @busmark_w_nika  I really dont like X anymore.. Comment from hira siddiqui(@hira_siddiqui1): @busmark_w_nika  ok following you on X, would like ... ... feeling Reddit keeps a close eye on duplicate posts, and it might look like spam even if the post is relevant. It probably depends on the specific subreddit and how the text is written or adapted to the topic

... into a wider range of emotions. This gives creators a psychological x-ray of their audience's reaction. What it Does (and Why You Should Care) Instead of just seeing a "positive" score, VibeCheck AI lets a creator: Pinpoint Emotional Peaks & Troughs: See which specific content a certain segment in a video, a topic

... vibe coding" tool Emergent , it should be able to handle complex workflows and webapps, so I'm trying that as well now. Seems like a good tool to try and build my SaaS idea in. For research on any topic: @Perplexity is awesome. Comment from Nikita Sorokin(@nikita_40in): For our team the vibe stack is deliberately basic: Windsurf + Claude Max as our main coding setup Figma for all design work and prototyping Raycast as the command center daily chats ... ... everyone. But recently I've fount GPT's reasoning ability to be a big step up for what I need. So thats what I use now. Its not all that expensive although they dont allow carry

... just post and forget? And the content you posted is available for you when you need it, easily findable? OktoNote takes care of that for you. Your quick things to jot down, voice recordings, files, photos all of it can be uploaded to OktoNote and it takes care

... context, I run DevVoid.org where I partner with founders on scalable builds. Always open to chat if this resonates. Comment from Jason Gelsomino(@jason_gelsomino): Agree 100%, great discussion topic. Thanks for sharing! The MVP struggle is real for sure. If the architecture isn t thought out carefully

... break from the usual building updates for @Meet-Ting , I ve been trying to find the time to write this piece up as I care about it a lot. It feels important - and timely - and valuable for the PH community. Two weeks ago I saw Yuval Noah Harari at the Barbican. I love his work, and as I ve got older I ve become more learn from history. Human behaviour seems to repeat - because, at least in my non-scientific ... ... solve a problem. Which means every algorithm has a job: Example (TikTok): the job is matchmaking - pairing a video with someone who ll care

... specific themes maybe more attractive for your target audience. Best wishes! Comment from Snipn Team(@snipnai): @jerryxu0815  Thanks, Xu! Totally agree, tailoring for different audiences can get tricky. We re starting with a few key themes users care about most and then expanding gradually. Appreciate the thoughtful feedback! Comment from Snipn Team(@snipnai): @aliderregia  Appreciate that! Totally agree, it s a fascinating space with plenty to solve. Would love your feedback once you give Snipn a spin. :) Comment ... ... Comment from Snipn Team(@snipnai): @sanskarix  Appreciate that, Sanskar! We keep each update crisp and relevant by picking only the most important global and local stories so even within 2 minutes, you get real value without filler. Personalized topics

... talshyn): If users need a complex map to navigate, then we've built a maze, not an MVP Comment from Seeker(@seekerx010): Actually it depends upon who these early users are, users who need it the most won't care about UI as their current need, or say problem depends upon the product, so however it is they will use it. But those who need it, but even are okay without it they need UI cause kind of like they ... ... charles1): I d say function comes first, but design still matters more than we think. A product can be scrappy, just not confusing. If users can t find what they need, they won t stick around long enough to care

... cold email until I ve squeezed every drop from these. The compounding effect of consistency is real, and I d rather master a few channels than chase shiny new ones. People don t care about fancy features or AI integrations. They care

... seriously. You have to actually consume and look at content from others. Then take this and tell the story in your way. Make it your own. It is a broad topic and I could talk about it for hours. Here are a few really useful videos about that topic

... build a business to a point where it generates enough money to support you, even when the multiplier is 0. 5. Getting people to pay for your idea does not always mean you have validated it Be careful of selling $100 bills for $50. E.g., when you offer a lifetime deal or your personal time for services. Ideally, you want to get someone to pay you for a real problem. But finding real problems is tough (next point ... ... busmark_w_nika  That's a tough one for sure. Here are some tips: 1. Work on a small project first and see if you gel. Clarify expectations before you begin work. There are great questionnaires on the topic

... Kokoro 82 M have developed in lockstep: in blind tests, most listeners can t reliably separate them from the incumbents. Broadly, today's models fall into two distinct categories that serve fundamentally different purposes: Real-time models like Cartesia Sonic, ElevenLabs Flash, and Hexgrad Kokoro prioritize streaming audio generation, producing speech as text arrives rather than waiting for complete sentences. These models excel in conversational AI where low-latency makes the difference between natural dialogue and awkward pauses. These models ... ... However, TTFB only tells part of the story: total processing time for longer passages and the consistency of streaming quality matter just as much for overall user experience. The nuances of conversational latency is a separate, deep (and fascinating) topic

... I'm Xavier, though I go by X, and I just launched my first app, Work Pair-A-Dice. I ...

... attract more traffic than the original? 3. Analyzing Search Keywords to Find Unmet Needs Use tools like Google Trends, Semrush, or Similarweb to analyze search keywords and find unmet needs. In simple terms, look for high search volume topics that aren t yet well-served by existing websites. However, finding such unmet needs can be challenging since most common problems are already addressed. 4. Coming Up With Your Own Idea This approach involves creating a product based on your understanding ... ... know if the need is real or if anyone is willing to pay for it. Without proper validation, there's a high risk of failure, as the idea might be a false need that only you care