... everyone Greetings from Berlin! I'm building Enthusiast ( https://github.com/upsidelab/ent... ), an open-source AI framework built to handle internal search, product queries, and support automation for for e-commerce and knowledge-heavy industries. Here's what's possible with the platform: AI shopping assistants tailored to your catalog, logic, and APIs Support copilots grounded in internal knowledge Sales tools that pull specs, pricing, and past context on demand Built-in content generation + validation All self-hostable, with prebuilt integrations ...

... devs are tired of: - Spending hours or days on test cases - Missing edge cases - Test writing falling to the bottom of the to-do list So what if test cases wrote themselves? That's why I built TestGenie: - Generate robust, framework-specific tests for Python, C++, Java, JavaScript & more in seconds - all using AI. - CLI-first - runs right in your workflow. No bloat, no UI hoops - Covers edge cases, privacy-first (local/code never leaves device - coming soon), and multiple ... ... frameworks

... Heya I m thinking of building a simple, unbiased comparison platform for products, services, tools even technical stuff like frameworks, APIs, and AI tools to help you decide faster with clear side-by-side insights. Personally, I often find myself deep in Amazon reviews, YouTube videos, and scattered blog posts when trying to choose something new. While some comparison sites exist, I ve never found a complete or truly comprehensive solution. The same goes for developers when exploring new frameworks

... Most companies confuse AI Agents with Agentic AI, and it s quietly wrecking ROI. We break down: What Agentic AI really is 7 key differences vs. traditional AI agents When to choose one over the other Real-world enterprise use cases (from retail to manufacturing) Cost traps to avoid A practical decision framework

... those who have been here before. I've spent the last few months building what I'm calling a RaaS (Rizz as a Service). It's an AI keyboard for Android designed to help people win conversations with genuinely witty, frame-controlling replies, not the cringey, robotic stuff that's already flooded the market. Now that the MVP is ready, my big question is: What are the best strategies you've used to find your first 100 quality beta testers ...

... large SaaS environment. We have to orchestrate 10+ channels and 20+ active projects, making it incredibly difficult to stay focused on the metrics that matter. For a long time, we've used the ICE (Impact, Confidence, Ease) scoring framework. However, with attribution data becoming less reliable and AI constantly shifting the strategic landscape, ICE feels too reactive and simplistic. We're looking for a more accurate, perhaps even proactive, model for scoring and prioritizing our marketing initiatives. What frameworks

... folks I just released a free Framer template called Circulos. It s a clean landing page that s especially good for early-stage products, SaaS tools, or any kind of tech side project. I made this because I know how easy it is to get stuck on the website part when you're busy building the actual product (been there). Circulos is super simple and ver-well structured Framer

... teams. And the reasons are rarely simple: wrong timing, unclear value, poor discoverability, or just user inertia. So here s what I d love to hear: when this happens, what do you do? Do you rethink how it s framed in the product? Go back to users and dig into the why ? Trigger an email campaign showing real-world examples? Create a walkthrough video? Leave it be and wait for the right moment? I m curious not just about tactics ... ... Olga Zueva(@olga_zueva): For me main steps in such situation: 1. Check if my audience is relevant 2. Run some UX interviews and see in real life how people use the product 3. Run some UX interviews on competitors

... they say, it feels to me like the nightmare of AI, because everything moves so fast and everyone is building more stuff (and barely maintaining it) There are a lot of AI frameworks to begin with: LangChain. LlamaIndex. AutoGen. CrewAI. DSPy. OpenDevin. Semantic Kernel... They re all trying to answer one basic question: 'The best way to reliably interact with an LLM so that you can bolt things like memory, tools, and MCP to your AI agent' Everyone Wants ... ... Agents, the `node-fetch` of web-scraping or the `bun of agentic runtimes` You walk around the bay area and you can see developers grinnin'... for protocol dominance. Just like HTTP standardized how browsers talk to servers, every MCP framework

... just to find 3 minutes of useful information. It auto-detects the most important moments in a video and gives you timestamped bookmarked cards for you to easily jump straight to that moment. It can also analyze the video frames and be context aware of the previous frames

... rewards (like ad credits, free leads, or a custom domain) Discovery page for all stores searchable, filterable, like a creator mall Creators can run ads inside the platform to boost their store visibility Smooth UI with cozy animations (Framer Motion, Lottie) and loading screens like "your store is being built" What I Need Feedback On: Would creators actually switch? Stan is $29/mo. If this were $15 Pro or free forever with watermark, would that be enough reason? Does ...

... Jetton delivery via webhook or wallet monitoring Secure hot wallet setup with rate limiting and anti-abuse logic Dashboards & Analytics Track missions, rewards, wallet stats, token earnings Admin UI for payouts, charts, and user management Crypto Trading Bot Framework JSON/script-based strategy definitions Real-time WebSocket trading engine (Binance, MEXC, Gate, OKX) SL/TP, drawdown limits, Telegram alerts +45% ROI in real-world strategy testing AI + Web3 GPT-based onboarding flows and auto-replies Recommendation logic for DeFi tasks and trading ... ... with real-time wallet and user data Scale a crypto project from MVP to production securely Who is it for? Crypto Founders building ecosystem tools Web3 Developers who want ready-made modules Traders & Algo Teams needing custom bot frameworks

... Product Hunt folks! We just dropped something exciting for the agent/automation world: https://github.com/droidrun/droi... Droidrun is an open-source framework that lets AI agents control Android devices natively , perfect for LLMs, automation frameworks

... teams gain traction, its current model has some serious issues that are hurting trustworthy founders. In the piece, we dig into: Why IP liens and 3x clawbacks block growth How the current model punishes success, not failure A proposed framework based on trust, vetting, and phased rollout Real alternatives

... Seriously is anyone else drowning in frameworks, libraries, plugins, microservices, and AI-powered everything ? Every week it feels like there s a shiny new tool promising to save us time, but somehow we end up spending more time just gluing it all together. Are we overcomplicating our stacks for no real benefit? Is simple actually the smartest play in 2025? How do you keep your stack lean and maintainable, without FOMO-ing over every trend? Have you ever regretted adding ... ... make sure it actually works for my specific use case. I won't adopt it just because it's trendy. The 'boring' tech stack that you know inside and out will usually serve you better than chasing every new framework

... coach, or indie hacker, I can help you launch your product or personal brand online quickly and affordably. I Can Create Websites Like These: SAAS Landing Page jealous-kittens.surge.sh Mojito Product Page gsap-cocktails.vercel.app GTA VI Landing Page (Fan Concept) jsm-gta-vi-landing.vercel.app VS Code Style Portfolio vscode-portfolio.vercel.app

... Scene I received a temporary task at 5pm on Tuesday: "I need a 15-page PPT on the technical structure of the product at 9am tomorrow morning". As a non-technical origin of the operation, just organizing the logical framework took 3 hours, only overnight option left from the deadline. Operation flow of AI intervention Feed the demand (2 minutes) Scattered bullet points were entered into the EasySlides text box: "Generate an introduction to SaaS-enabled industrial IoT platform, audience ... ... draft surprised - surprisingly automated: Turned technical jargon into visual flowcharts Matched tech blue gradient template But business scenario pages had duplicate content Iterative tweaking (6 minutes) Optimize with built-in instructions: "Compress scenario pages to 3 typical examples, add competitor

... this matters Finding a co-founder is hard. Finding one you re actually compatible with even harder. YoFounder helps founders avoid painful mismatches by: Asking the right 66 questions (based on First Round Capital's and Gloria Lin's framework) Analyzing alignment and conflicts with AI Showing both answers and tailored discussion prompts How it works 1. You invite someone you re considering 2. You both fill the assessment (in any language) 3. AI returns a report strengths, risks, reflection ... ... language supported I d love feedback from early-stage founders, accelerators, angel groups anyone helping teams form at day zero. Try a match. Share how it went. And huge thanks to Dasha Kroshkina for sharing the original 50 Questions framework

... more features before launch haha. It's an AI spritesheet maker! I noticed that the newest image generation models could do pretty good at creating spritesheets, but I often wanted to edit it, and the position of the frames was never ideal. So I made an app to help, and I think I'm really onto something. I have lots of features in mind, but right now you can generate or upload a spritesheet (you get a few free generations ... ... when you sign up), and then you can manually place frames

... approach for modern UIs. We predict this compile-time approach will become standard. Think about it: why should developers maintain separate translation files when the compiler can generate them automatically? Major i18n libraries will adopt similar AST-based models. Frameworks like Next.js and Remix will eventually bake this directly into their core. The traditional extract-wrap-maintain cycle is becoming obsolete. Frameworks

... been reworking my pitch deck framework lately and noticed something: The most effective decks I ve seen don t try to impress they aim to clarify. That one insight changed how I build: Less storytelling, more signal Less fluff, more structure Less "how it works," more "why it matters" Numbers that justify Curious to hear from the community: What s one slide or section you always include and why? Would love to learn how others approach it. Comment from Nika ... ... features, I like to paint a very real picture of the chaos they re stuck in: ghosted leads, awkward replies, and inbox spirals. It s basically the cost of doing nothing slide, but with screenshots and stress included! Helps frame

... Product Hunt has launched a significant reconfiguration of the product hub embedding launches within a company's or hub's frame: The upvote button (which now reports total points ) is to the top right, and the right rail has also been redesigned. Comment from Nika(@busmark_w_nika): I need to get used to it. :) Comment from Andrew Stewart(@andrew_g_stewart): @chrismessina   @ragsontherocks   This should be fixed now. You should always see launch navigation buttons when ... ... previous launch, not my browser history -1. Comment from Chris Messina(@chrismessina): @rohanrecommends  I agree with you about feeling overwhelmed. There's now so much information coming at me... that it's hard to tell what's new vs

... love to learn from those of you who ve done this before: What signs or metrics did you use to know your product was ready to exit beta? Did you regret launching too soon or too late? Any specific frameworks, scorecards, or gut checks you use before deciding? Would really appreciate any wisdom, frameworks

... Dulaj , a UI/UX designer and Framer developer with over 6 years of experience crafting clean, user-focused digital experiences. I recently founded encolab.agency to help startups and solo founders turn early ideas into powerful, production-ready websites using design and no-code. I focus on: Modern, user-first interface design Seamless, responsive Framer

... friends! I m Cosmin I wanted to give an old tablet a second life as a smart photo frame, and that simple idea inspired me to build PhotoStreamr for everyone who s got a forgotten device lying around. PhotoStreamr transforms any Android tablet or phone into a smart, personalized digital photo frame