... Hello Product Hunt! I m Slawek, an engineer from Silesia, Poland, and a father of five (4 girls and 1 boy now that is a real-world lesson in logistics and scaling!). I m writing to you from my home in Lubecko because the time has come for my "bootstrapped" project to step out of the local market and onto the global stage. The "Aha!" Moment A few years ago, I was driving past a road construction site ... ... know that engineering firms in the US, India, or the UK are facing the same headaches: they are overpaying for data that AI can deliver faster, cheaper, and more accurately. We are launching AITracker globally as a full-scale

... Most NFT platforms share three recurring problems: Transactions slow down under load Discovery becomes chaotic as listings grow Minting feels technical and wallet-heavy Trust around ownership can feel opaque Fiat users struggle to participate As marketplaces scale, these issues compound. More assets mean worse discovery. More users mean congestion. More complexity means fewer newcomers. This Idea Usher review found that Gruve starts with those constraints rather than treating them as afterthoughts. The product goal appears straightforward: make blockchain capability ... ... single feature. Scalability Was Treated as a Foundation Traffic spikes are common in NFT markets. Drops, launches, and auctions can overload systems quickly. Gruve addresses this through: Layer 2 blockchain solutions for higher throughput Cloud-based infrastructure for elastic scaling

... seeing buyer preferences shift, too. Comment from Charlie Hopkins-Brinicombe(@charlie_hb): @jake_friedberg  We reduce the per-user cost above 100K users, then above 1M too. Really just passing on our savings from economies of scale, compute costs per user lower with more users. So we find its a good model where everyone wins. Comment from Peter Shu(@peterz_shu): I reckon the reason a lot of SaaS apps use usage-based is because with ai, the spend ... ... money from the subscription, and the other month the user wouldn't use the full value of the app. So the usage-based is a perfect balance. For me, usage based sees a lot more trying-it-out users, versus

... through comments, edits, and votes. Content is served dynamically from databases. This approach has some strengths. It encourages participation, allows multiple viewpoints, and can surface niche expertise. However, it also introduces several systemic problems that become more severe at scale. Answers can become outdated as technology, facts, or best practices change. Threads often drift off-topic. High-quality answers may be buried under newer but less accurate responses. Performance can degrade as pages grow larger and more complex. And critically ... ... usefulness of a page often depends on the behavior of a community rather than on intentional editorial structure. Qeeebo takes a different path. A Static, Structured Alternative

... What you ll find here are the core principles that help founders grow without breaking the system customers, capital, autonomy, and long-term vision included. Founder Foundations: Validation Before Growth Every durable company starts the same way: Not with scale. Not with funding. But with truth . Truth about the problem. Truth about the customer. Truth about demand. Before you scale

... Tiffany, founder and CEO of Metapyxl. We're building the infrastructure for protecting visual content online. Metapyxl is a platform and API that helps creators, publishers, and media companies track, license, and defend their work at scale. With embedded watermarking, rights metadata, and C2PA provenance, Metapyxl ensures you can monitor where your images appear, enforce usage rights, and validate ownership when it matters most. You can use our web dashboard or integrate directly via API to automate protection and licensing ...

... Product Hunt I wanted to share a detailed build story around Quaha , a gamified learning app we helped design and engineer, because many founders here are tackling similar problems around engagement, retention, and scale in education and content-driven products. This is not a launch post or a promo pitch. It s a transparent breakdown of what we built, why we built it that way, what went wrong, and what actually worked the kind of information I personally look ... ... broken flows Offline users dropped off entirely They didn t want another quiz app. They wanted a learning system that people would actually return to . That s where this project got interesting. The Real Problem: Engagement + Trust at Scale

... building something right now, you already know this truth: Shipping the product is the easy part. Running what you built as it scales is where things get real. ImpactOS was built for that phase. Most founders don t struggle because they lack tools. We struggle because decisions start stacking up faster than clarity: What s slipping that we re not seeing yet? Where do we intervene this week vs

... Just launched Spectra today would love your support. What it is: A visual production system for teams that need App Store screenshots, ads, and campaign visuals at scale. Define a template once swap copy, locales, formats export everything automatically. You work with an AI assistant instead of a canvas. Who it's for: Growth teams shipping high-volume campaigns Agencies managing visuals across clients Indie devs tired of redoing screenshots for every locale The launch: Product Hunt Launch Happy ...

... where their whole operation depends on MindPal to run. We are seeing industry-specific audits that require deep, advanced knowledge and reasoning being executed autonomously. MindPal doesn't exist to help you save costs. We exist to help you scale your business to a level that wasn't thinkable before, by scaling

... Early users report faster approvals, more listing engagement, and the flexibility to test multiple styles against different buyer segments without extra cost. VirtualSpaces is launching on Product Hunt to connect with agents, proptech founders, and marketplaces who want to scale high-end visuals to every listing, not just the premium ones. Cheers ...

... many small companies, things start to unravel not because the idea is bad, but because the operations can t scale. How can you tell? Well, it s like that dream where the harder you swim, the further you end up from shore; you just can t keep up. You ve been caught in a riptide. It s at this point that it s worth pausing for a minute and sorting out your operations. By operations, I mean the processes, systems ... ... think, we did it really well. But there was one operational challenge we didn t have locked down, which ended up hurting us. Post-Covid, we were going to accelerate our revenue growth by acquiring a few smaller competitors

... platform squeezes partners to please shareholders: Everyone gets annoyed. The user experience collapses. And the magic disappears. Products that once felt cool now only make you more stressed and dissatisfied. Enshittification usually happens because companies try to scale endlessly . More users = more revenue = more ways to treat the product less like a service and more like a slot machine. This mindset is our personal villain . We re intentionally not trying to scale

... Join me for a livestream where I broke down the exact AI systems expert-based businesses are using to scale revenue and operations. We aren't talking theory today. I'll be walking through 7 specific agent frameworks you can copy immediately: Lead Gen: From lead magnet chatbots to auto-booking Sales Agents. Internal Ops: Automating proposals, client intake, and deliverables. New Revenue: How to build "AI-enhanced" offerings We are also dropping a massive 60% OFF code for annual ...

... that help revenue teams move faster, waste less time, and turn messy funnels into predictable revenue. I started on the frontlines in outbound - cold calling, emailing, and prospecting into mid-market and enterprise accounts. From there I built and scaled my own lead gen agency, growing a team of 25+ BDRs. That forced me to get serious about list quality, repeatable playbooks, and the infrastructure behind booking meetings at scale

... wave of AI-driven autonomy in software development. Early stage, focused, and pursuing a problem that blends deep technical thinking with meaningful business value. Before this, I spent a decade leading product and engineering across multiple domains, including large scale gaming, cloud computing, and regulated banking and fintech. I have operated with a founder s mindset throughout my career, whether it was taking a new game from zero to millions of users, scaling

... Intro (why we did this): Talk about the challenge startups and scaleups face when implementing Microsoft Dynamics 365 F&O the steep learning curve, need for functional expertise, and resource constraints. Our Approach (what we built): Describe how Helionex built a dedicated offshore team that operates as part of the client s core operations. Explain how you provide 24 7 IT support , ERP functional support , and BPO , all through a single, integrated delivery model. Key Learnings & Metrics: Share ... ... managing remote teams for complex ERP implementations. Highlight performance metrics: how offshoring reduced cost, increased implementation speed, or improved customer satisfaction. Why It s Valuable for Makers / Founders: Explain how this model can help tech founders launch or scale

... Product Hunt Community! We're thrilled to announce a major upgrade: New Premium Features designed to eliminate friction in your end-to-end content workflow. ZunoFlow AI is not just about content creation it s about automating strategy and scale. New Premium Workflows Unlocked Premium users now get access to three powerful, time-saving engines: 1. URL to Campaign Strategy Automate Market Differentiation. Stop wasting hours on manual competitor

... read-aloud, image uploads, style selection. Its feature focus: quick, simple, personalized 10-page storybook generation. Its strengths: strong branding, low-learning-curve, ideal for fast generation. Its limits: fixed 10 pages structure, single type of output, limited batch or scale-extension options. GenStory s Differences & Enhancements More flexible page-count, larger scale

... everything. People started building insanely complex workflows. The feedback was incredible. Mid-2024: Two Patterns Emerged As more people used multi-agent workflows, we started seeing two very different use cases - but with the same core DNA. Pattern 1: Scaling Expertise Across Teams Founders and managers had this problem. They had deep expertise - years of experience, frameworks, knowledge - all trapped in their heads. If they wanted their team to do more, they had to hire, train, hope people ... ... level work. Pattern 2: Packaging Expertise for Clients Coaches, consultants, agency owners - they had a different problem. They delivered high-quality, personalized advice. But it was always slow. They had to choose between quality and speed. You can't scale

... task to the best brain (Claude for nuance, Gemini for long context, etc.) Works 24/7 without you Shareable with your team and clients Turns expertise into repeatable, branded business processes Result: Your knowledge works while you sleep. Your team scales. Your clients get premium, custom experiences. Real examples to prove my point: Beverley Simpson (Fitness Business Coach) built a suite of AI tools and shared them with clients: Sales Coach Agent, Content Generator, Funnel Builder. Her result: Closing more sales ... ... scaling

... Matthew, I have been in the UX game for quite a while now and have also mentored many startups. I've recently (re)started my own biz officially to help businesses truly plan their value prop and scale their user experiences. Of course I also love to mentor and guide people. So I'm happy to help where I can with quick questions. Look forward to joining and being more active in the community ...

... build, scale, and optimize products that win markets. As a Product Strategist & AI-Automation PM, I specialize in turning ambitious ideas into real, high-performing products across Web3, FinTech, AI, and digital platforms from 0 1 to scale

... founders At G-AsiaPacific, we ve worked with hundreds of startups building their products on AWS from early MVPs to fast-growing scale-ups. One of the biggest boosts we ve seen for founders is the AWS Credits program, which can give startups anywhere from $1K to $200K in cloud credits depending on their stage and traction. These credits can go a long way powering your hosting, data, AI/ML workloads, analytics, or even modernization projects. What we do: We help ... ... startups understand which credit tier they re eligible for, guide them through the application, and share best practices to get the most out of their cloud credits. Whether you re just getting started or already scaling

... Anmol I m the founder of Lumicod , where we help online businesses scale without burning time or money. Most of the startup problem struggle with the following isssue: tech that keeps breaking repetitive manual work expensive developers slow support disconnected tools. At Lumicod, we fix all of that. We build custom SaaS tools , AI automations , and headless systems that become the backbone of your business. So instead of patching bugs or juggling 10 different platforms, you can actually focus ... ... what matters -- growth. But what really defines us is our goal is Building tech that scales