... where questions are structured around real-world events and the broader spectrum visible. A platform where perspectives sit side by side, and people can better understand how others are thinking, and grow with it over time as the topic evolves around us, as they usually do, and not just what s trending. Our hope is to contribute to a more transparent and balanced layer around news, opinion, and evolving

... thrilled to announce that Quash is officially live on Product Hunt today! For too long, mobile QA has been a bottleneck, plagued by brittle test scripts, endless maintenance, and the constant struggle to keep up with rapidly evolving UIs. We built Quash to change that. Quash is an intent-driven mobile testing tool that lets you write and run tests in plain language, not code. Imagine testing your mobile app without ever writing a single script, and having your tests ... ... hearts into creating a solution that: Eliminates script maintenance: Write tests in plain English, focus on what to test, not how. Adapts to UI changes: Our AI-powered self-healing ensures your tests remain robust, even when your UI evolves

... work on? What signals told you this problem was worth solving? How did you validate (if at all) whether people would actually pay for a solution? Has your product stayed true to the original problem, or did it evolve into something different? What surprised you the most along the way? If there s anything else you ve learned, good or bad, feel free to share. The honest stories are usually the most helpful. And of course, feel free to plug ... ... measure and address in practice. Too often, HR departments fail to operate as true strategic partners. Looking ahead, I see two possible paths over the next five years: either HR functions will be replaced by AI, or they will evolve

... same intensity for a second-grader and a sophomore isn't just ineffective it can damage trust. The need isn't for more features, but for a tool with a dynamic parenting philosophy. One that acknowledges your role must evolve through three key stages: Stage 1: The Manager (Ages ~8-12) You re orchestrating logistics. Tech is for clear, black-and-white rules and instant alerts. "Geofence alerts confirm you got to piano lessons." Stage 2: The Mentor (Ages ...

... Product Hunt I m excited to share what we ve been building at ArchtSoft a platform focused on reducing architectural ambiguity as systems grow and evolve. Modern architecture breaks not because of bad tech, but because decisions, context, and change history get lost . ArchtSoft tackles that head-on. Architecture Version Control (with visual diff & change logs) Architecture evolves

... important, but most users don t want charts and dashboards. So instead of complex analytics, the app focused on: Journaling history Self-assessment checkpoints A sense of narrative over time Users could look back and see how their thoughts evolved, which felt more meaningful than numbers. This approach aligned well with users who wanted reflection, not performance metrics. User Personas That Actually Shaped Decisions Two personas influenced the design heavily. Aiden Startup Founder (42, Toronto) Aiden is busy, mentally overloaded ... ... platform delivery Node.js and MongoDB for flexible backend data handling React.js for admin or supporting interfaces We intentionally avoided: Over-engineering features Premature monetization logic Complex social components The focus was on delivering a stable, usable core that could evolve

... Most products operate somewhere between: best effort compliance and we can t afford full legal and technical certainty . What matters in practice: not every tool fits every risk profile, analytics choices are strategic decisions, not just technical ones. Why alternative approaches are gaining attention. Given these constraints, many teams are reconsidering how much data they truly need. This has led to growing interest in: cookie-less analytics, strict data minimization, focusing on core product metrics instead of exhaustive tracking ... ... example of this approach is CheckAnalytic.com : no cookies, no personal data, no consent banners, clear, unsampled metrics focused on essentials. It s not a full GA4 replacement and it doesn t try to be. It s a practical alternative

... stack. I love that this space exists. But I also kept noticing a missing piece in my own projects: Most memory solutions are great at storing facts and messages. What I wanted was a way to maintain an evolving user profile. Not just everything they ever said , but: - What s this user s communication style? - How advanced are they in this domain? - What are their stable preferences? - What events in their history actually matter? In other words: I wanted something ... ... that looked less like a blob of text and more like a structured, typed profile that evolves

... moves money directly between bank accounts, it has become one of the most trusted payment methods for small businesses and customers alike. ACH payments were created to replace paper checks, reduce processing time, and offer a more secure alternative. Over the years, the system has evolved

... data to their office (the cloud). Dropstone is different. It s not just a wrapper; it s a Recursive Self-Improving Environment that lives locally on your machine. Why Dropstone still matters in the Gemini 3 era: Recursive Memory vs. Stateless Context Gemini 3 has a huge context window, but Dropstone has permanent memory. If Dropstone fixes a bug in your API today, it learns from that mistake and updates its own internal guidelines. It doesn't just generate code ... ... evolves

... Calendly evolved. CRMs evolved

... everyone, I m Koushik, and I ve been building something I finally feel ready to share. Over the past year, I ve been working on Opinion Outpost , a platform designed to map how opinions evolve over time. We express thousands of opinions every year across different platforms, but there s no system that actually tracks how our thinking shifts, drifts, or grows. Everything disappears into noise. Opinion Outpost tries to solve that. What Opinion Outpost does Every opinion becomes ... ... opinion s history. Users can fork or unfork existing opinions instead of simply liking or reacting. Each person gradually builds their Opinion DNA based on how they think across different topics. Topics form their own Thoughtverses entire clusters of evolving

... coding tool today suffers from the same flaw amnesia. It forgets what you ve done, what you re building, and how you think. We built Dropstone to change that. Powered by our new D2 Engine , it learns, remembers, and evolves with your code. It doesn t just autocomplete; it understands. We re about to launch soon, and I d love to hear your thoughts: What frustrates you most about current AI coding tools? How do you imagine an AI that ... ... remembering structure, logic, and naming conventions could save a lot of mental load. Comment from Santosh Arron(@santosharron): @adamvisu  Dropstone is built as a growing intelligence rather than a static assistant. A CLAUDE.md file remains fixed, but Dropstone evolves

... listen carefully, simplify constantly, and never stop improving. What We ve Built Together Five years ago, we couldn t have imagined many of the products that exist today. What began as an abstract what if? evolved into a suite of independent tools, each born from curiosity, feedback, and the real needs of our users. Designmodo Designmodo.com continues to grow as a complete platform for building digital content. Over the years, it has become home to tools ... ... those projects that wasn t on our roadmap five years ago but appeared naturally from our understanding of digital workflows. It was born from a simple observation: most existing monitoring tools were overpriced and overcomplicated. We built an alternative

... back in middle school, where my brother and I pretended we were in Star Wars, dueling with dowel rod lightsabers. By the time I met my co-founders, Spencer and Charlie, in college, my storytelling had (I hope) evolved well past my VFX-obsessed origin story. We met on the set of a feel-good student short I directed last fall. But this wasn t backyard filmmaking anymore. We quickly got stuck in a hellish landscape of spreadsheets. Nobody ... ... minutes. We used @Storiara on our next short. Then a few more. Soon, other filmmakers started asking for access. What surprised us most was how much production coordination can be optimized once you give the system context. That evolved

... everyone I ve been diving deep into the future of global payments and how things are evolving. With new tech and payment systems emerging, it s exciting to think about how they ll shape the way businesses send and receive money internationally. I d love to hear your thoughts on: What trends are you watching closely in the world of global payments? Do you think blockchain, real-time payments, or digital currencies will dominate in the next 5 years ... ... think payment speed and fees will change for businesses as these trends evolve

... call. Poke s proactive messaging, ability to adapt to your needs, and long-term context make it feel a bit more than another GPT. Just like a human would, it even suggests relevant actions and adapts as your needs evolve. Comparisons & Alternatives

... America has always been seen as a place where tech startups are born (especially Silicon Valley and San Francisco). Historically, Europe has been a place for universities and banks (Italy, etc.) And as times evolve and the need for technology, startups, etc., evolves

... This isn t productivity AI. It isn t an agent trying to act for you. It s cognitive infrastructure designed to support better judgment, clearer decisions, and long-term alignment between humans and machines. Hybrid Octopus OS is still evolving, intentionally built with restraint, and focused on depth over noise. Some systems aim to be impressive on day one. This one is designed to make sense months later. What makes it different Emotion-to-Engine AI The system converts human ... ... project born from the vision that AI should understand your heart as much as your mind. This system combines emotional computing, explainability, and adaptive intelligence to form a new class of AI: Hybrid Emotional AI. It s still evolving

... When you scroll back through your chat box trying to restore an earlier version of your project have you ever thought: "I wish I could actually see how this version evolved from previous ones and just jump back to the better one whenever I need to." Well, that s exactly what the new Trickle 2.0 lets you do and I m honestly thrilled about it. Visualized version management is here! We are introducing  visual version management , where every change ... ... becomes part of a visible timeline tree. You can: See how your ideas evolved

... completely replaced complex or emotionally sensitive situations. How do you see it with HR positions (+ white collar positions) in big corporations after acquiring AI? Maybe the specific question is for your region. :-) Comment from vishal pandey(@vshpandey96): will not be able to completely replace hr department but yes what earlier was a team of 10 will become a team of 3-5. Comment from Nika(@busmark_w_nika): @salestarget  Thanks for your 2 cents. Do you know what ... ... Panda Docs) POSH, Employee Rights, Contracts, DD & BG verification -> will be merged into Legal, GRC (Governance Risk & Compliance) & Independent Committees What will be interesting to observe is which industry size adopts these faster -> SMB Vs

... working on right now actually revolve around these two directions: First, in the idea validation stage when we were building educational products in the past, we'd pour a ton of time and energy into things like PBL design, competitor analysis, and user research. Now, we're asking: Can AI help accelerate this process of "figuring out what we actually need to build"? That's our first big focus. Second, in the final production stage traditional note-taking tools ...

... sponsored for this review. I was gifted a yearly subscription however, to help experience the product from the Fieldy team. Thoughts are my own. Introduction: A New Voice Recorder Wearable Enters The Arena AI Hardware has evolved a lot in the last year, with wearables being the form factor that is seemingly getting the most adoption. AI-powered hardware s primary promise is providing your real-life context to an intelligent assistant that will allow you to better understand, interact ... ... first impression of the actual device was that the plastic finish felt a little underwhelming, especially if you re used to the polish of Apple or Nothing devices. This made me want to hide the device vs

... Meaning It's no longer information overload; it's meaning overload -certainly in a positive sense. We are drawn to content and communities that truly feed our souls, help us grow, or make us feel less alone. Algorithms may evolve from guessing what you like to guessing what you need or helping you find your kind . 2. Slow Social (Slow Social) In response to the fast-paced short videos, there may be a trend towards Slow Social . Fewer notifications, deeper ...

... daunting. What do you think? Is the next wave of AI innovation going to come from open, community-driven efforts or from stealthy, well-funded giants? And how can smaller teams best position themselves in this rapidly evolving space? Let s discuss. Comment from Parth Ahir(@parth_ahir): @chen951381   Well said! Combining open collaboration with big tech s scale could be the fastest path to responsible AI innovation. Would love to hear your thoughts on how that balance might ... ... projects that smaller teams can t always afford. For smaller teams, focusing on niche problems, collaborating openly, and leveraging existing open models can be a smart way to stay competitive and innovate faster. Excited to see how this balance evolves