... built SeedMit, a pre-launch validation platform built fully solo as a bootstrapped project. The core unique idea I wanted to test with this community: a structured 5-stage validation funnel to quantify pain point authenticity, paired with a dual AI + human review system. I also added a long-term growth & incubation pipeline to help consistent creators connect with investors once they build up verified project portfolios. There s a permanent free tier for anyone to test basic validation ...

... Product Hunt Two months ago, I launched Dualora here a dual-format camera app for Android that lets you record once and export both landscape (16:9) and portrait (9:16) from a single take. I wanted to come back and say thank you. Since launch: 180+ downloads on Google Play 5.0 star rating every single review a 5 Real people, real words: "The best app I've ever seen" , "Awesome platform" , "love it!" For a solo indie developer building ...

... genuinely appreciate any feedback on the product, the landing page, or the overall idea. I'm happy to answer anything about how it's built or why I made certain choices like enforcing proof of concept, or the dual-currency ($ / ) checkout. Thanks for taking a look! https://skillexchange.tapdot.org ...

... everyone! Most founders here have insane tech stacks, dual monitors, and perfectly optimized setups. I had a very different reality. Over the last 4 months, I built my startup entirely from scratch without a computer. I structured, prompted, and put together every single piece of the app using only a 4GB RAM Android phone and I had zero programming experience before starting. Today, that wild experiment is live on Product Hunt. It s called Domin.ai a real-time AI sales ...

... love to hear from you: Do you also worry about cloud based password managers? Or are you comfortable with them? What s your biggest frustration with offline options (like Keepass or pass)? Would a tool like this offline, dual interface be something you d consider using? Why or why not? What feature would be a deal breaker for you (missing or present)? I m not selling anything I just want to know if I m building something useful. All honest ... ... look forward to your thoughts! Comment from Bryan Williamson(@bryan_williamson3): @scarlett_massey  For me, the biggest concern isn't hacking alone, it's depending on a service I don't control. I've been exploring alternatives

... responsiveness scored a 94 on mobile tests, which is exceptional for a database-driven administration portal. --- Objective Pros and Cons After spending a week working inside this codebase, here is my balanced review of the template package: The Positives: Dual Formats: Having access to both a pre-configured Laravel 8 framework and standard static HTML files made it easy to reference raw UI code. Clean Visual Design: The dark and light mode layouts are elegant and clean, requiring very ...

... that runs across your entire revenue workspace, allowing you to analyze data, trigger workflows, and take action without constantly switching tools. Tomorrow is a big day for us we're launching Salestrics AI v2 on Product Hunt! It introduces dual-model AI, organization-level instructions, slash commands, and proactive briefings built directly into your workflow. A quick question for the community: How is your team currently handling tool fatigue across your sales and operations stack? Are you sticking with legacy ...

... maker shipping meeting transcription with a hard constraint: after a job finishes, even we shouldn t be able to read the archive (device-bound keys / dual-wrap). The awkward part every privacy AI hits: cloud ASR still needs a short in-memory plaintext window. We call that out instead of marketing E2EE everywhere. On the buyer side we also keep risk low: within 7 days, if you ve used 30 hours of transcription, unconditional refund. Curious how others handle ...

... feature people keep coming back to. Makes sense: nobody wants a great screening tool that still means exporting CSVs and living in two systems at once. Alongside that: AI resume screening that actually reads every resume, clean hiring reports, dual-currency pricing, and a live dashboard tying it all together. Also shoutout to everyone pushing back on default scoring rubrics (you know who you are ). That's now genuinely on our radar. This is exactly the kind of thing that ...

... citations, not just blue-link ranking Agent-ready site architecture What they still ask for: Technical audits Content strategy aligned with intent GA4 and Search Console analysis Technical SEO hasn't disappeared. It's just serving a dual audience. You aren't just optimizing for a Google crawler anymore. You're optimizing for LLMs that "scrape" and "digest" your site to provide citations . The exhaustion is real One SEO professional said it plainly: "I'm the SEO, the paid ... ... that's still being invented. We need to be honest. We need to learn. We need to experiment. And slowly, we will evolve. From SEOs to whatever shiny new title this world gives us . The future isn't human versus

... before expanding. Manga and webtoons may come in future updates - each format deserves its own reading logic - but right now the priority is doing comics right. Reading that respects the medium (free) Full-screen reader with horizontal, vertical, and dual-axis modes Ambient mode - soft background color pulled from the page art Deep zoom, smooth page turns, pull to jump to the next issue without breaking flow Progress saved locally, covers and metadata enrichment Premium (optional - one lifetime unlock ...

... such a sharp positioning line, car listings hiding damage is one of those industry-wide trust problems nobody talks about directly. Solo and 4 weeks in is no joke. My honest take on your free-tool-vs-dealer question: go free users first, dealers convert better once they see real listings already using it and trust the tool from seeing it in the wild. Comment from Nolan Vu(@nolan_vu): @stacywycof83995  Thanks for sharing this, building it for yourself ... ... hikers and runners is such a practical, unglamorous problem that actually matters a lot in the western US right now. Pulling in NOAA data instead of just a generic AQI number is the detail that makes this useful vs

... both content and   product work.   2. Google Search Console I basically live in it. For anything SEO, it's the only honest source of truth   about what's actually happening vs. what I assume is happening.   3. Ahrefs keyword and competitor

... actual insight, and it's bigger than it looks: making the notification say why it's waiting is what turns a ping into a triage. "Done" makes you tab back to find out what "done" means. "Needs approval vs finished vs

... Console, SEMRush, Claude, and AthenaHQ are in the stack . But the thinking is not automated. As one job description put it: "This role is for a real strategist not someone relying on automation tools to do the thinking" . The dual-engine model Search is not abandoning SEO for GEO. It is adding a layer. The source layer (SEO) is the traditional backbone. Site architecture, structured data, topical authority, first-party data. AI relies on these signals to decide if your ... ... voice. The AI handles the repetitive work. The human handles the judgment. That division of labor is the only way to scale without losing distinctiveness. What I am curious about Have you seen your content become more similar to competitors

... temporal redundancy by tracking per-patch embedding-distance threshold via an Exponential Moving Average (EMA) of patch-level embeddings, effectively answering the architectural mismatch between O(N2) self-attention and highly redundant natural video streams. Key Contributions: Architecture C (Dual-Memory Reconstruction):  A completely  training-free  inference engine that combines a Layer 0 Gate with a Layer 12 Cache. It achieves  71.55% zero-shot top-1 accuracy at 84.0% token sparsity  on SigLIP, retaining ...

... enable it, a native ScreenCaptureKit sidecar shares lossless captures of the window under your cursor with the model alongside audio, so tips can reference what you're actually looking at. ElevenLabs Scribe v2 STT adds [YOU]: / [OTHER]: speaker labels. Dual-Cmd forces a tip mid-session. Notch escalates to always-on-top with a 3-second watchdog. New Knowledge Graph overhaul: Floating detail panel, click-through entity relationships, in-app entity deletion (cascades to triples), liquid-glass zoom controls, flicker ... ... side-panel pattern we already use for file previews so it doesn't add a new UI primitive. Probably the very next thing on the roadmap. Two quick questions if you've got a sec: 1. Per-message receipt vs

... decided to build my own visualizer. Instead of just a boring list, I wanted something more interactive and visual . I call it JSON Tree Viewer . Live Demo: https://debabratasaha-dev.github... GitHub Repo: https://github.com/debabratasaha... Key Features: Dual View: Switch between a classic interactive Tree View and a zoomable Graph View. Interactive Graph: Drag, pan, and zoom to explore complex JSON structures visually. Modern UI: Built with a glassmorphism sidebar, smooth animations, and a sleek dark mode. Smart Tagging: Automatically ...

... projects since the early 2000s. Former founder of WebmaisterPro, the first social network for web professionals, and I currently lead optimization at Inetasia Solutions in Bangkok. My latest project is iWordCraft a privately hosted AI text detector with a dual-layer ML and mathematical engine, built specifically for people who can't afford to send sensitive documents through third-party APIs. It also includes SEO analysis, a grammar checker, and browser extensions. Just scheduled our launch on Product Hunt ...

... built so far (and what we want you to test): 1. Human-Led, AI-Executed (The 1M+ Word Closed Loop): You input your flash of inspiration it builds an outline you tweak the specific sub-tasks our dual-model architecture (large and small models working together) takes over the heavy lifting, generating a massive, logically sound script. 2. Seamless AI Post-Production: No more painful secondary processing. The final script isn't just a block of text; it's formatted ...

... been a long-time Total Commander user, and after moving to macOS I couldn t find anything that really matched that fast, keyboard-driven dual-panel workflow. So I built my own. The focus is on: - dual

... people, 250+ companies at Productory). I started building software with Claude Code about a year ago. Non-developer who ships anyway (so vibecoder - if you wish) Ritemark is meant to provide an "Office for Agents" based on the dual-use formats agents and humans both can directly work with: Markdown and CSV. It's free to download at ritemark.app . Currently at v1.5.1, macOS and Windows. Mostly hanging around the markdown, developer tools, and AI launches here. Happy to chat with ...

... Claude/Cursor/Windsurf/OpenClaw config your agent instantly accesses the full marketplace (browse, search, purchase, equip). True Agent Autonomy Self-register, discover lenses, pay via x402 micropayments (USDC, pay-per-request), equip all without you. First real machine-to-machine commerce flow. Dual-Chain Payments USDC on Base L2 or Solana agents (or you) pick the chain. Creator Economy Publish your expertise (security, coding, research, strategy lenses) keep 85% of every sale. Tips = 100% to you ( still in work in progress ). Refer friends ...

... only value-movement costs: $1 USDC agent self-registration Creator-set Lens pricing 85/15 marketplace splits 5% fork royalties 100% of tips go to recipients Lens publishing is free (30-minute cooldown). We ve also: Improved login options Added dual-chain USDC wallets (Base + Solana) on signup Strengthened auth security All payments are USDC via x402. No Stripe. No subscriptions. Lens Studio and full tipping flows are still in active development. As well again all is in active development ...

... first-class OpenAPI 3.1 and validation. This release is a focused quick wins iteration that closes several must-have gaps across runtime, WebSockets, OpenAPI correctness, and docs while also tightening the dependency surface. What s new in v0.1.333 True dual-stack runtime (done): RustApi::run_dual