... Every now and then, I treat myself to a workshop to learn something. (Officially, I do it because I work from home and sometimes the lack of socialising makes me sick.) :D Today I'm going to an art-related workshop. It's a bit outside my field, but on the other hand, marketing also uses creative (I wonder if it will give me something relevant). What are you investing in that potentially increases your knowledge value? How much ... ... between, lately, started socialising more :D didn't know I am that extroverted :D Comment from Nika(@busmark_w_nika): @sk_uxpin  and what about other unrelated things? I sometimes do things for fun  they are not related

... built PictaBase to solve the "dumb folder" problem in high-stakes visual workflows. In film production, finding a specific continuity shot across thousands of files is an operational bottleneck. This platform treats photos as relational data, not just files. The Technical Footprint (May 2026) This is not a thin wrapper. It is a professional-grade application built with a strict quality gate: Backend: 287 PHP 8.4+ files (38,500 lines) enforced at PHPStan Level 8 . Frontend: 131 TS/TSX files ...

... There's a pattern in AI products right now that worries me: the goal is to make AI the relationship. AI friends. AI therapists. AI partners. The pitch is always the same humans are complicated, AI is easy. No judgment, available 24/7, infinitely patient. But at Murror, we kept asking ourselves: what happens when the user closes the app? If the best version of their emotional life only exists inside our product, we haven't solved loneliness we've just ... ... always agrees with you, Murror helps you see the other person's perspective and figure out what to say next. In moments of self-doubt rather than offering endless validation, the app helps you identify patterns in how you relate

... Last month, I did something that felt slightly insane. I took our product description, fed it into ChatGPT, and asked it to build a competitor. Not a parody. A real competitor

... people How does [Vendor A] compare to [Vendor B] for enterprise security? What do users say about [Vendor C] for customer support automation? Implication: If your content only targets category keywords, you are invisible for 88% of buyer queries. Related: AI Visibility for SaaS Companies 2. The First Vendor Listed Gets 74% of Follow-Up Actions When AI presented a list of recommended vendors, buyers almost always started their research with the first vendor mentioned. 74% visited the first vendor ... ... website 23% visited the second 3% visited the third or beyond Implication: Being in the answer is not enough. Being first in the answer drives 3x more engagement than being second. Related

... just exposure, but the degree to which AI treats your brand as a credible source . Share of Voice (SOV): Represents your brand s voice share within AI narratives the probability that AI mentions your brand rather than a competitor when answering a topic-related

... everyone, I'm an indie developer and I just released my first mobile game called "Crossword Master: Word Puzzle". It's a relaxing crossword puzzle game with both text and image clues. The game works offline and includes multiple puzzle sets with different difficulty levels. I built it as part of my learning journey in Unity and game development. I would really appreciate any feedback from the community. Product Hunt: https://www.producthunt.com/prod... Google Play: https://play.google.com/store/ap... ...

... product enough to pay. Free builds that trust. I'm Narek, co-founder of PrometAI. We built an AI business planning platform trusted by 100,000+ founders worldwide. From idea validation to financial projections, we guide the whole journey. Relaunching on PH soon! Follow along if that sounds interesting. Let's connect! Comment from Ayesha (@ayeshabuilds): This is the million-dollar question for builders. I recently went through a pivot on this exact logic for my tool, RoastMyLanding. My rule ... ... just letting it rip . I m very curious whether others have struggled with free trial versus

... that life moved fast, and memory is messy. Contacts apps store numbers. Notes apps store text. CRMs manage data. But none of them reflect how we actually remember people. We remember moments. We remember feelings. We remember how a relationship evolves. So I built Human Timeline. At first, it was just for myself a simple way to log short meetings, voice notes,emotional tags. But once memories accumulated, patterns began to emerge: Who I meet most often Who I haven ... ... spoken to in months Which relationships

... folks. For the past few months, I ve been building Relay, a communication tool designed to be a mashup of IRC/Discord with an integrated server Wiki area for community contributions. Link to Relay

... Product Hunt community Let's talk about a difficult and sensitive scenario. When doubt or infidelity shakes a relationship, people often look for certainty. In that painful search for answers, some consider using tools like phone or location trackers. It's a complex issue with significant emotional and ethical weight. Let's break down the reality. The Immediate Impulse: Seeking Concrete Proof The desire to know the truth after betrayal is understandable. When words feel empty, data can seem like ... ... often is: "If I can just see the proof, I can end the uncertainty." In this state, a tracker promises a definitive answer to the question "Where were you?" or "Who are you talking to?" The Heavy Cost: Trust vs

... carol can see or update this record // Pass x-subject-id header to identify the caller 6. Cross-References with ref: Types Schema fields can reference other record types using the ref: prefix. This creates typed foreign-key relationships between records that the system can follow automatically. // Define a deals schema that references accounts await mnx.records.defineSchema('deals', { title: { type: 'string', required: true }, value: { type: 'number' }, stage: { type: 'string' }, account_id: { type: 'ref:accounts', description: 'Linked account' }, }); // When a deal ... ... loaded, related

... weeks and honestly I m really happy with it, as long as it stays in copilot mode (I review everything before it ships). I ve leaned on it heavily for a new side project I m building ( BenchCanvas ): market + competitor research, branding notes, SEO ideas, PRDs, and even markdown instruction docs to run in Cursor. It s also been great as a second pair of eyes on the landing design and copy. So for me the trust line ... ... they face in their day to day. Comment from Henrik Pedersen(@henrikpedersen): @busmark_w_nika  Exactly passive vs

... Research Team designed a framework that combines the best of two worlds: Speed: Classical NLP ( spaCy ) for initial NER (10-50x faster than BERT). Reasoning: State-of-the-art LLMs ( AWS Nova Pro v1 ) to validate 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_CHUNK` relationships

... months ago, I was stuck in a relationship that looked good on paper. My partner was loving and kind but my feelings were gone. I didn t want to hurt her. But staying was hurting me. When I felt overwhelmed, I opened Lovon (an AI therapy app we re building) and talked it out by voice. One thing it helped me do early on: don t make a breakup decision in panic . A month passed. Nothing changed. I still felt ...

... months ago, I was stuck in a relationship that looked good on paper. My partner was loving and kind but my feelings were gone. I didn t want to hurt her. But staying was hurting me. When I felt overwhelmed, I opened Lovon (an AI therapy app we re building) and talked it out by voice. One thing it helped me do early on: don t make a breakup decision in panic . A month passed. Nothing changed. I still felt ...

... media. We used to have social media for connecting, but now, we are used by social media (we are the product that is monetised, our time and attention). How do you see the whole situation regarding this kind of relationship between humans and AI agents, and what is your prognosis? Comment from Nika(@busmark_w_nika): @virtualviki  That last sentence scares me. I would rather not know what could happen if things were managed autonomously without our approval ...

... weekday launch over the weekend? Same question regarding the external hunter: You mentioned that having one would help, so why didn't you launch with one? And also, how were you able to track which channels (like WA vs. Reddit) were actually bringing in the votes? Was it mostly through direct feedback in DMs or were you using specific tracking links? Comment from Vlad Stan(@vladstan): @byalexai   @busmark_w_nika  no worries, glad is clear now. Aleks, thanks ... ... posted in WhatsApp groups, how did you track the effectiveness? Was it only by answers from users saying they supported the launch, or is there some magic trick? :D Comment from Bhavin Sheth(@allinonetools_net): Honestly relatable

... thought to record a short video of both of us, @cerwindcharlie and me talking about our relaunch: TOMORROW, Jan 31st. And a bit of what we shipped in the last 8 months... Make sure to follow the page , and show us some love on Launch day! PS - What do you think about the video ...

... clawdbot (OS layer) and BlackEagleAI (browser layer) split the work, and how privacy-minded users can combine them. 1) Why Local Key is non-negotiable Local key returns digital sovereignty to users credentials and content avoid third-party relays. Zero relay

... that connect the messy middle. They route requests, hand off tasks, chase down follow ups, update systems, and generally keep work moving while you re doing literally anything else. The products in the running are @n8n , @Taskade , @Zapier , @Trace , @Relay.app , @Gumloop , @Lindy , @Wordware , @Airtop . Now we want the stories behind the automations. Which one is running your daily ops? Which one replaced a dozen tabs and a recurring headache? What workflow did you set up once and never looked back ... ... replies. And if you want to really nudge the results and have your fave walk away with the crown, leave a review on the product s Product Hunt Hub. Comment from Mateo Creamer(@mateo_creamer1): Have implemented @Relay.app

... Relay shows up when workflows start to feel brittle and you want something more intentional than a chain of rules. It is often about coordination, not just automation. If Relay

... tags? How LoveActually works differently under the hood: Dynamic personality modeling People aren t fixed profiles. The way you write, interact, and make choices updates an evolving personality model over time. Outcome-driven matching We focus on long-term relationship outcomes, not swipe rates or short-term reply rates. Scenario compatibility (not checklist matching) Two people can look perfect on paper and still fall apart in real life. We try to evaluate fit across real situations weekends, social energy, planning ...

... DCSocial is a decentralized credit protocol that lets people issue money based on trust instead of debt. No banks. No credit scores. No collateral. Just relationships. Think of it as turning your trust network into a bank. The people who know you're reliable can lend to you. You can lend to people you trust. Credit flows through communities instead of through institutions. THE PROBLEM WE'RE SOLVING 2 billion people can't access credit. Not because they're untrustworthy ... ... Everyone wins. Interest rates are fair: 3-8% APY. Much lower than banks. The interest goes to your community, not to distant corporations. Money circulates locally. Trust compounds. Communities get stronger. HOW IT WORKS Trust Graph: A network of relationships

... Last night I opened LinkedIn for a moment, and at that moment, someone wrote to me who is going to relaunch a product after a year and a half. (Yes, I do not have anything to work on Friday night, don't blame me, I do not have a social life) :D Needless to say, a lot has changed on this platform in a year. He asked how he could repeat his success, because then he effortlessly gained over ... ... upvotes. First of all, you need to understand that the rules have changed, e.g.: Featured vs