... Something I built led to a design decision I want to get feedback on. LineageLens is a free VS Code extension that captures every AI code insertion and scores it for risk on a 0 100 scale. Works with Cursor, Copilot, ClaudeCode, Gemini CLI. Zero config on install just start using your AI tools and your insertions start showing up in the sidebar. The scoring is deterministic rules: +28 for credential-like material

... Schools, colleges, and universities publish more content than almost any other type of organisation. Course materials, syllabi, student handbooks, admissions brochures, research publications, campus guides, newsletters - and the vast majority of it gets distributed as a static PDF. A standard PDF sent via email or posted to a learning environment isn't screen-reader friendly by default, doesn't reflow well on mobile, and puts up real barriers for students with reading differences. What accessible digital flipbooks actually offer ... ... flipbook format - when done properly - isn't just a visual upgrade on a PDF. The features that matter for accessibility are: Text-to-speech with word highlighting - students who process information more effectively through audio can listen to course materials

... from a concept render built on a stock floor plan. Remodroom works at the room level. Upload a photograph of an existing room, choose a style direction, and the AI produces a photorealistic redesign with new finishes, furniture, and materials. It is built for redesign and renovation work where the client already has a space and wants to see it differently. For testing contrast treatments, material

... Most people don t have a productivity problem. They have a system problem . Choosing between Notion vs Todoist vs

... missing was a workflow that fit how designers actually work. Fast. Iterative. Without a dedicated rendering studio. That s what we built. Foursite converts 2D floor plans and blueprints to 3D. A designer uploads a floor plan, applies materials and furniture, and produces a photoreal walkthrough in hours. Convert floor plan to 3D. Convert blueprint to 3D. No outsourcing. No five-day wait. No per-render invoice from a studio. Remodroom is for existing spaces: upload a room photo, choose ... ... weeks to approve. Now they re saying yes in the room. That sentence is the whole thesis. Virtual staging and AI virtual staging are not new ideas. But doing it from a 2D floor plan, with accurate spatial dimensions, with material

... that can still be refined visually in HtmlDrag. Here is what changed in v2.1: Feature Updates - AI Creator now supports more file formats Start from PDF, PPT/PPTX, Excel/XLSX, CSV, Word, Markdown, TXT, images, or custom input, and turn source material into an editable HTML page. - PDF-to-HTML generation is now available AI Creator can organize PDF body text, heading structure, data, chart information, and page layout into web-ready HTML. This works well for reports, product documents, course handouts ... ... documentation, and marketing materials

... made so far. This release is all about making AI HTML creation more practical. Instead of treating AI like a one-shot generator, I rebuilt the experience around two clearer workflows: File Mode You can now upload source materials and turn them into editable HTML pages. Supported formats right now: JPG / JPEG / PNG / WEBP DOCX / MD / TXT I also added Thinking , so the system can spend more effort understanding the uploaded material

... Multimedia content Self-service platform allows for anyone to curate a linear flow of training content -- video, images, text, quizzes, certificate 3. Points-based motivation Develop incentive-based rewards and see results on live leaderboard Use your existing materials from... Canva, YouTube, Vimeo, Powerpoint, Notion What would you like to explain? Inspire: Customers, Employees, Investors, Salespeople, Partners FAQ What can Intros.us do for me? Intros.us gives you an online platform to onboard newcomers, explain products, provide training, and gather feedback ... ... that motivates employees & customers with action-based rewards. How do Intros differ from websites? Unlike websites, Intros feature a curated, linear flow for interactive training. You structure and sequence the content. Participants move step-by-step through the material

... DECKO. After years on the VC side evaluating hundreds of pitch decks, I kept seeing the same problem - great companies losing deals because the story wasn't landing. So I switched sides. DECKO builds pitch decks and sales materials for founders. We've worked with 300+ startups and the companies we've worked with have raised $1.2B+ from Sequoia, a16z, Accel, and others. If you're raising or need materials

... just letting it rip . I m very curious whether others have struggled with free trial versus freemium and whether doing both is a bad idea (I m leaning towards that being a yes by the way). I also wonder if we are giving away too much for free and should be feature gating more. The challenge then shifts from a pricing perspective vs

... Fully Analyzed Data Insights, sentiment breakdowns, and trends ready to act on immediately. Raw Data For teams that want to run their own independent analysis. Authentic Video Reviews Real customer footage that can be used directly as raw advertisement material. Competitor

... built for strategic thinkers who want to see reality more clearly. Who Is Socra For? Students Whether you're a high school student struggling with a concept the night before an exam, a college student working through dense academic material, or a graduate student developing original ideas Socra is the AI tutor that won't do the work for you, but will make sure you can do it yourself. Instead of copying answers, you walk away from every session actually ... ... understanding the material

... plays a significant role in how products appear in Google search results. What surprised us was that AI assistants like ChatGPT were rarely citing Product Hunt in product recommendations. AI assistants such as ChatGPT and Gemini rely on reviews, alternative lists, and structured product information gathered across the web. Product Hunt is strong across all three. In theory, this should make Product Hunt a natural source for AI-driven product recommendations and comparisons. In practice, it was not happening ... ... product research workflows. 1. AI visibility is measurable Track citation rate like SEO. Instrument it, monitor it, iterate. 2. Terminology drives retrieval If your language does not match dominant queries, you will not be cited. Naming alone can materially

... Construction projects don t fail because of bad plans. They fail because materials arrive late, costs creep quietly, and delivery information lives in emails, spreadsheets, and WhatsApp threads. That s why we ve launched Construction Mode in Delivery Management a set of purpose-built features designed specifically for builders, contractors, and project teams who need clarity, control, and accountability over materials

... This feature is currently pending development, but the idea is simple and practical. Construction firms and contractors will be able to create projects inside their dashboard and assign deliveries to each project. For every delivery, they can log the materials received and the cost of each item. At the end of a project, the system will generate a clear PDF report showing the total spend on materials

... 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

... rendering. The results are good. But the time investment is significant. Now, that same project takes 30-40 minutes with AI 2D-to-3D. The 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

... past years we've developed hundreds of components on top of React and Material Design. Now we are migrating those components to the popular framework: @shadcn/ui The quality of this framework, the simplicity of the components and the DX of the docs is setting a new standard in the Front end ecosystem. Some examples: Calendar , Accordion , Toast , Drawer or Skeleton . The repo is Open source: https://github.com/creativetimof... you can fork it and add anything you consider relevant ...

... Azure's actual costs (no markup!) Why It's Different Own It, Don't Rent It Pay once: $49/year or $99 lifetime No recurring subscriptions All conversions saved locally on your machine Works offline after initial conversion Cost Comparison Competitor services: $240-600/year Kaizen: $49/year (or $99 one-time) Savings: $200-500+ annually Professional Quality Uses Microsoft Azure AI (same tech used by enterprises) Neural HD voices sound natural Context-aware speakers understand meaning SSML support for advanced users ... ... Perfect For Content Creators: Podcasts, YouTube voiceovers, audiobooks Educators: Multilingual lessons, accessible materials

... teams, it eliminates complex 3D workflows so you can go from upload to client-ready visuals before your next meeting. What Foursite does Upload any floor plan or room photo and instantly get an interactive 3D space with realistic materials, lighting, and furniture. Explore multiple styles, camera angles, and moods to refine designs and generate unlimited high-quality renders. Share immersive visuals early in the design or sales process to align stakeholders faster and close deals sooner. Why it stands ... ... Truly AI-native: Foursite is architected around AI as the core engine, automating layout understanding, material

... time to streamline your note-taking and enhance your learning experience. View and vote for Ainee on Product Hunt! Why I Built Ainee: I created this tool because, whether for work or study, organizing notes and personal materials can be a real challenge. Moreover, note-taking and learning are interconnected processes, not isolated tasks. So I wanted a tool that could leverage AI to enhance the entire note-taking and learning experience, breaking down barriers to accessing and engaging with ... ... note-taking product centered around three key stages of learning: Capture, Understand, and Share. Ainee seamlessly integrates AI into your personal learning environment, making it easier to capture, organize, interact with and share all your materials

... thrilled to be part of ProductHunt community. As a developer behind YouMind, I am thrilled to share our innovative AI creation studio with you. YouMind is where creation begins, turning your ideas into results by capturing inspiration, gathering materials, crafting content, and sharing with the world. It's designed to be a project-based platform that simplifies the creative process for users, making it easier to bring their visions to life. In developing YouMind, I focused on creating ... ... using our browser extension, or upload files directly into a single board. Our research capabilities are powered by AI assistants that convert multimedia content to text, highlight key points, and generate summaries, enabling users to dive deep into their materials

... Material Testing Lab in Edmonton goal is to provide an excellent testing service that helps with research and individual projects through hands-on experimental techniques. Our capabilities range from conducting combinations of torque, load, and cyclic pressure tests as well to providing precise geometric measurements with a variety of metrology instruments. Material