... Improvements] Popup cleanup refined : Clearer descriptions and more intuitive feedback for popup/overlay cleanup. Simplified paste mode : Merged into a single toggle plain text by default, one click to keep styles. Smart download adaptation : HTML downloads now auto-detect email vs. web content for optimal cleanup. Toolbar streamlined : Removed redundant buttons for a cleaner editing interface. Editor performance boost : Core components restructured for faster overall response. [Bug Fixes] Preview button fix : Fixed preview button not responding on code paste and email ... ... Fixed features being unavailable on older browsers. Post-update loading fix : Fixed resource loading failures in stale browser tabs after updates. Context menu fix : Fixed occasional errors during right-click menu operations. Dialog stability fix : Fixed occasional crashes when rapidly

... reputation and datacenter usage Assigning a risk score to new signups to help prioritize real users I recently built a simple API to experiment with these techniques and would love feedback from other devs if you re curious. https://rapidapi.com/ghost-productions-ghost-productions-default/api/fraud-risk-scoring-api ...

... Building @Tonkotsu has taught us many lessons in product design, with both the underlying technology and user behavior shifting rapidly. One of the hardest but most critical lessons we ve learned is about calibrating the zoom level how close or far the user feels from the work. You can see examples of this play out across the industry: Codex gets flak for going heads-down for too long compared to Claude. Users feel too zoomed out from the work ... ... that the user is confident that progress is being made. More here https://blog.tonkotsu.ai/p/the-t... I'm curious what you are seeing play out in your experience, as either users or builders of agents? What products feel too close vs

... information, MikoWatchs is built around participation. Users can share updates, report local situations, and discuss events as they unfold. This creates a faster feedback loop where real people contribute real-time intelligence, especially during emergencies, disruptions, or rapidly changing local situations. The goal is simple: Faster local updates Community-verified information One place for awareness, discussion, and alerts MikoWatchs sits at the intersection of news , social media , and community , offering a practical alternative

... still alien to them. After digging deep, I realized low adoption probably isn t because agents suck. I ve tried a lot of open-source agents that are actually useful. The real issue is understanding, delivery, and the reliability vs. complexity paradox. First, the vast majority of agentic apps require you to deploy or set things up, of course including preparing your API keys. With requirements like that, you can basically say bye-bye to normal users. Sure ... ... users hearts. They just need to be seen and be easily accessible. Pushing agents to be more complex doesn t just restrict what we can build, but also makes shipping them much harder. So even though infrastructure is advancing rapidly

... deliver better ROI than paid search, which has become increasingly expensive and competitive. Trial Intelligence : We provide behavioral analytics you can't get from your own trial - comparative shopping patterns, feature prioritization across your category, and benchmarking against competitors. Think of us as a qualified pipeline channel, not a marketing expense. Q: How do you solve the cold start problem? Most marketplaces fail because they can't get critical mass on both sides. A: Our go-to-market strategy addresses ... ... trial optimization platform. Q: What data or insights does VeriTry provide that software companies can't get on their own? A: Our proprietary Trial Intelligence Engine provides: Cross-platform behavioral data : How users engage with your trial compared to competitors

... computer reads your 2D floor plan, understands the architecture, generates photorealistic 3D scenes with materials, lighting, and furniture - all automatically. Why this matters        97% time reduction:  40 hours vs. 40 minutes per iteration. That's not incremental, that's transformational.        Design exploration at scale:  Instead of picking one design direction and hoping it's right, architects can explore 10+ variations and make informed decisions ... ... Regenerate in seconds   The adoption curve is already steep Early adopter architects are integrating AI 2D-to-3D into their workflows - not replacing SketchUp entirely, but using it as their primary tool for rapid

... this is it. So, "vibe coding"... it's absolutely everywhere right now, right? Feels like a new tool drops every week. What does it actually do for you all? Like, in your day-to-day: Is it best for rapid prototyping, like getting a UI idea out of your head and onto a screen in minutes? Do you use it to build and ship actual micro-tools or landing pages that serve a real purpose? Has it become your "code ... ... about collapsing the distance between a joke and a functional product. I just used vibe coding (Lovable + Gemini/Antigravity) to build a synchronized 90s MTV simulator as a birthday gift for my wife. It s perfect for rapid

... agents handle routine tasks, freeing up human potential for creativity and strategy. I'm not just building apps; I'm building a new model for creating a business. As an "AI Conductor," I manage systems of AI agents to rapidly launch and validate ideas. My first product, the personalized meditation app Oshn Meditation, was built and launched in just 1.5 months, proving this model works. It's incredible that AI can now replicate the work of entire companies ... ... meet like-minded people, find exciting collaborations, and hear your thoughts. I'm always open to connecting with people interested in: Product Strategy & Data-Driven Decisions Applying AI & Autonomous Agents in Business The Solo Founder Journey & Rapid

... multiple models . Read on for a quick primer on the current state of text-to-speech voice AI models. (If you re just looking for the model comparison, skip the next section). Text-to-speech voice models are improving rapidly A year ago the only reliable way to add a fluid, natural-sounding voice to an LLM-powered AI agent in production was to call a model provider s API and accept the cost, latency and vendor lock-in associated ... ... working on one of the voice models we ve tested for this post or one we haven t we d love to explore an integration. Comparing today s leading text-to-speech voice models Beyond the real-time VS

... single click. Crisis: Get ready for a prolonged collapse to test how resilient your company is. Growth: Plan for success by simulating long-lasting, positive growth. Volatile: Test your agility by simulating a period of great uncertainty and rapid changes. Stagnation: Brace for the worst, simulating a scenario where growth just stops. Create custom scenarios: As you suggested, I included! Insert targeted "shocks" into your data to model specific events. This gives you total control and lets you move from ... ... scenarios. It was a huge request from you, the Datastripes community here on Product Hunt. Here some examples: Simulate a sales collapse by applying a multiplier of 0.5. It's perfect for quickly understanding the impact of a new competitor

... phrase. Slack and Twitter lit up with founders, PMs and designers sharing Chronicle is that! Lesson: Treat every genuine shout-out as a live copy test. Monitor replies, retweets and DMs to harvest the language your audience actually uses. 2. Rapid-fire experiments We never waited for launch day. Instead, we treated our entire buildup as a real-time lab: Email CTA swaps ( Try Chronicle Pro vs

... instinctively went to search Raycast .but it wasn t there. So my extension idea was born! My goal was simple: make it easier to hunt for video game deals right from the Raycast command bar. What followed was a rapid journey of prototyping, debugging, and learning. I m excited to share what I learned and hope it will encourage more makers to ship their ideas. You can view my IsThereAnyDeal (ITAD) Extension on GitHub here! I will launch it when ... ... with Cursor and constantly failed. On my first attempt with Warp, not only did it publish it but it dramatically improved the code as well. What do you attribute that to? Which underlying models did you use for Warp vs

... really want to see the diff view as I have developed a healthy distrust of LLMs. So you can do both as Claude Code has a lot of plugins for IDEs: Claude Code for Jetbrains Claude Code for VScode See Anthropic docs on how to add Claude Code to your IDE for more Comment from Nikolai Berezovskii(@brzvsk): As a product person, not a dev, my take might be controversial: CLI-based AI tools are becoming more valuable for rapid

... VibeCoders! In a world where AI innovations are accelerating rapidly, too many brilliant ideas get lost in the digital noise. Do you feel it? Your work deserves to be seen! That's why we created VibeCodingHub.me a place where AI meets creativity, and your project gets the stage it deserves. This isn't just a platform; it's a movement. We want it to become the beating heart of the vibe coding community because we believe it's the future ... ... platform with you in mind so you can easily discover, share, and celebrate the amazing creations brought to life with tools like Lovable, Bolt, Cursor, and other AI innovations. We truly believe that vibe coding is the future of rapid

... Company Data: Access company details, employee counts, locations, and funding data. - Activity Data: This is our big differentiator. Get real-time posts, comments, reactions, and reposts to understand what people and companies are talking about right now Link below: https://rapidapi.com/mountainwestrecruiting519/api/linkedin-data-api5 We're just getting started and would absolutely love to get your feedback. What do you think of the API? What use cases come to mind? What data points would you want to see next ...

... Cursor for Slides (where many users gave Chronicle a shoutout) gave an instant mental model, an AI-native frame without buzzword overload, and a clean contrast with PowerPoint. We incorporated it on every asset within hours. Learning (run as a rapid-fire experiment): Karpathy s Cursor for Slides tweet wasn t just hype fuel we treated it as a live copy test. By monitoring how users echoed the phrase in replies, Slack threads, and DMs, we saw message-market ...

... everyone, I just launched some APIs that you can use to help you with your SaaS development or even in cold email outreach. You can either check the APIs on EnjoyTheAPI.com or the RapidAPI, also https://rapidapi.com

... perform text classification tasks with and usually for those people classification with LLMs is just too inaccurate and don t cut it for them. I am at the MVP stage and I am launching it on RapidAPI for now: https://rapidapi.com

... generated fims, pretty self explanatory Problem This week, Google unveiled Veo 3, its latest AI video model capable of generating hyper-realistic videos from text prompts. The line between AI-generated and human-made content is blurring rapidly. Yet, despite the surge in AI video tools like Runway, Pika Labs, and Sora, there's no centralized platform to discover, watch, and rate AI-generated films. Audiences are left sifting through fragmented content across various platforms. -The generative AI in movies ... ... generated film or series is ticketed individually - giving creators the ability to build hype through trailers, teasers, and sneak peeks on social. Viewers buy tickets, leave feedback, and become co-creators in real-time. Since AI allows for rapid

... fellow Vibe Coders! One of the joys of vibe coding is seeing an idea take shape rapidly. But how often does that "shape" end up being a frontend-only prototype, and the dream of a fully functional app with your preferred tech stack (say, Next.js + PostgreSQL, or React + FastAPI) feels like a whole separate, slower project? At Proofs , we're exploring how AI agents can bridge this gap, generating not just UIs but the entire underlying application structure, including backend ... ... logic and database setup, using popular open-source stacks. We're seeking your honest feedback: When you're vibe coding, how important is it for the initial build to be on a specific "production-ready" stack versus

... 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 Chen(@chen951381): thanks! @parth_ahir , I think the key is shared infrastructure open research sets the pace, but big tech can help standardize and deploy responsibly. If both sides align on ethical frameworks and transparency, that ...

... start up, but you have to keep iterating and trust your gut. Feel free to AMA about bolt's journey, vibe coding, what we have in store, and how other makers can learn from bolt's past (and rapidly evolving future). Comment from Eric Simons(@ericsimons40): @warrio4  amazing! That's so awesome to hear:) Our general plan for this year is to really pave out the story around integrations & workflows for Bolt. In the same way that Slack ... ... product vision wise. As for spending the cash... Lambos of course! :P But in reality, hiring. Supporting the customer base we have even today requires dozens more people, across product, engineering, GTM, success, etc (and we continue to grow rapidly

... need developmental stages: Baby Stage: Critical survival period Master your fundamentals Learn basic operations Don't try running before crawling Focus on staying alive Toddler Stage: Guidance and growth period Get proper mentorship Build foundational systems Test and learn rapidly Start walking confidently Teenager Stage: Rapid

... start. I started my first company when I was still in University, at the time I was in the "Rapid Delivery" space, delivering grocery in 15 minutes to local students. We got some great tractions, but we never made a profit, and had the hope that it'll be profitable when we scale. However, we soon realized it's a business that will never make a profit, and we were just chasing the trend of "Rapid