... make this thread useful for everyone. Drop the GitHub repos you found and actually use. Tools, models, scripts, weird side-projects. Anything you'd recommend to someone curious but short on time. One link + one sentence on why it's worth knowing about. That's it. Goal: turn this thread

... posted on launch day. You hoped. That still works, but it is no longer enough. Product Hunt is no longer a transactional "launch and vanish" platform. It has become a community, and the real conversations now start in forum threads . The founders who win now are the ones who show up months before they ask for anything. Where to Build Your Audience Product Hunt itself. The Product Hunt forums have become the new pre-launch momentum builder . Every forum thread

... tired of wireframing ideas that hadn't been validated yet. So our team built Bunzee a workflow that goes from raw idea all the way to a handoff-ready structure in one session. The flow: market validation competitor analysis PRD IA structure + design direction + MVP scope extraction. That last part is new. We added it because the most common question we kept getting after people finished the PRD was: "Okay, so now I still have to figure out the actual ... ... screens myself?" We fixed that gap. Here's what I want to do in this thread

... Honest question for this forum. I save AI tool threads constantly. New model drops, someone's slick Cursor workflow, "10 tools that'll change everything." I open maybe one in twenty. And I still feel behind every single week. Lately I think the problem isn't information, there's an ocean of it. The problem is that almost all of it tells you about AI instead of showing you. A thread

... pages . Pre-launch tools like LaunchBuddy and Prefundia to build a waitlist and gather early feedback before you even hit the Product Hunt button . Social & Scheduling: Buffer or Hootsuite to keep a consistent presence across X, LinkedIn, and Threads without it taking over your entire day . Canva for generating graphics that do not look like you threw them together in five minutes . Analytics & Insight: Google Analytics and Hotjar to understand where traffic is coming from and where people ... ... social platform officially partnered with Google, meaning your content shows up in LLMs and Google SERPs . But you have to join the discussion, not drop links and run . Product Hunt Forums: Every product now has its own forum. Every thread

... reminders for posts What are your five? Comment from Nolan Vu(@nolan_vu): @busmark_w_nika  and if you don't mind I have another irrelevant question about PH Do you know how to avoid being rejected for thread on p/general, since I want to share some topics about AI and my expertise but the system keep rejecting my request so it's kind of upset to not know the reason, thanks in advance Nika Comment from Nolan ... ... nolan_vu): @busmark_w_nika  thanks for your feedback, everyone got their own foundation checklist so it depends on what you prefer and what you need for handling tasks Comment from Enrico Paul(@quin2uple): Mine would probably be: VS

... Node selection pressure (no, no evictions in the events). A draining node (no, the nodes were stable). An admission controller (no, none configured for this). Or kubelet itself, in response to a failing probe. That last one was a thread we hadn t pulled on yet. The one pod that lived Before pulling it, we noticed something we d been overlooking. We had several web pods running the same image, with the same env, on similar nodes. Most of them ... ... failures in a row at a 10-second cadence, so roughly 21 to 30 seconds of unresponsiveness, and the container gets a SIGKILL and a restart. That s a perfectly reasonable default if /health runs on a dedicated thread

... just bleeds. Quick one back: if it pinged you in Slack, would you want to actually answer the approval right there in the thread, or just get the nudge and walk back to the terminal? Trying to figure out how much people want to resolve in-channel versus

... today. Insight for other users:  When you are  signed in , your assistant conversations are stored  locally in the browser  using  IndexedDB , keyed to your Kahana user on that profile. You can  list past threads ,  open  one to load messages back into the timeline, start a  New chat  for a fresh session (other threads

... Memory is  not a full backup  of web pages. It is  distilled text  used to steer replies, not a copy of everything you browsed. How to work with it: Keep chatting in the same thread for continuity. If your build exposes a control, ask the assistant to  forget  sensitive details you do not want retained. Start a  New chat  when you want a  clean memory scope  (separate from chat history ... ... stored in IndexedDB). Privacy note:  Memory sits in the broader assistant data picture. See what leaves the device vs

... Some specific cleanup: Grok 4.1 Fast was removed after provider issues Gemini 3 Flash was replaced by Gemini 3.1 Flash Lite Kimi was upgraded to Kimi K2.6 Claude Opus now routes to Claude Opus 4.7 This matters because Reddit threads are not clean documents. They are messy debates with jokes, side quests, repeated opinions, deleted comments, and sometimes one useful answer buried deep in the thread

... product nudges you without getting in the way. Insight for other users:  In Oasis, the  composer  is the text box at the bottom of the assistant. You send  follow-up messages in the same thread  so context carries forward. When the thread

... markets that didn't exist. So our team built Bunzee an agent that stress-tests startup ideas against 200,000+ real data points and returns an actual viability score. Here's what I want to do in this thread: Drop your idea in the comments. One sentence. I'll run it through Bunzee and reply with: Your reality score (0 100) The single biggest market risk the data surfaces Whether your TAM is real or "vision math ...

... Last week, @Kilo Code launched for the fourth time on Product Hunt, introducing a new VS Code extension. The product ranked #1 Product of the Day and #1 Product of the Week. I had the opportunity to work on this launch . Here's a breakdown of what we did and how to apply it to your launch. TL,DR Keep the tagline relatable to your audience Show the product in your image gallery Engage with the community thoughtfully Reverse-engineering ... ... momentum going. Stay curious! How to apply this to your launch Keep the tagline relatable to your audience Show the product in your image gallery Engage with the community thoughtfully Wrapping up That's it! hope you find this thread

... Product Hunter I m developing a tool for Shopify store owners that automates the search for potential customers on Threads. The idea is simple: Many people post requests on Threads

... there, I've uploaded a thread here before, introducing a new application called Dundry. A meeting-tool application for teams, individuals and ... EVERYONE! At this moment, I'd like to see if anyone would be willing to be a beta tester for the application and help me out, feedback. Dundry is an AI who is helping your meetings become easier. In all ways. will be posting more info and pictures and so on later on this evening ... ... expect anyone to be willing replying on this thread

... simple (and honestly annoying) problem: I would save a lot of threads on X and then never go back to them. Or I d open one, start reading, and lose focus halfway. Too long. Too messy. Too distracting. So I built a small tool for myself: Paste a thread

... weeks ago, I found a Reddit thread where someone was asking for tools in our category. It was a perfect fit. The only problem, the thread

... Personal > Brand We tried a company page. It got 12 followers in 3 months. Then I started posting as myself. What worked: Behind-the-scenes of building Rankfender Data drops from our analysis (43% error rate, 78% invisible) Threads like this one One post that blew up: "I asked 50 founders to check their AI visibility. 43 found errors. Average cost: 28k." 120k impressions, 400+ new signups. Free resource: Post as a human. Share what you're learning ... ... real time. People don't follow companies. They follow people. 5. Multi-Language: The Hidden Channel Most competitors

... founder of Munch. I built this because I kept watching creators spend hours turning one video into posts. You paste a YouTube or Vimeo URL Munch extracts the transcript using 5 fallback strategies (so it actually works on videos competitors choke on) Claude AI writes 8 complete, platform-ready pieces in ~60 seconds. No file uploads. No per-action credits. One munch = everything. PH exclusive: Your first munch is completely free, no card needed. Just sign up at munch.video ... ... WYSIWYG - Munch.Video THE CORE LOOP ------------- Paste a YouTube URL, Vimeo URL, article URL, podcast RSS feed, or paste a transcript directly. Munch extracts the content and Claude AI generates 8 pieces of content simultaneously: 1. LinkedIn Post 2. X Thread

... covers everything. THE CORE LOOP ------------- Paste a YouTube URL, Vimeo URL, article URL, podcast RSS feed, or paste a transcript directly. Munch extracts the content and Claude AI generates 8 pieces of content simultaneously: 1. LinkedIn Post 2. X Thread 3. Newsletter Section 4. Carousel Slide Guide 5. YouTube Description + Tags 6. Pull Quotes 7. Marketing Email (subject line, preview text, full body, CTA) 8. SEO Blog Post One input. Eight outputs. No per-format billing. About 60 seconds. TRANSCRIPT ... ... Direct, Educational & Thoughtful, Witty & Playful. Selected voice is injected into every generation. Custom brand instructions: Save your own freeform instructions that apply to every generation. "Always mention our product name in the LinkedIn post." "Keep X threads

... many found they were invisible. But here's what scared me more: Of those who WERE visible, 43% had incorrect information in AI answers. Not "suboptimal." Not "could be better." Wrong. Outdated pricing. Missing features. Wrong founder bios. Competitors credited for your work. And the average error sticks around for 4 6 months . Today, I'm sharing the full dataset: 1,000+ SaaS products, 75,000+ AI answers, and the hard truth about what's being said about you when ... ... persistence 4 6 months Maximum observed 14 months One founder told me: "We lost a 200k deal because ChatGPT said we didn't have SOC2. We've had it for 18 months. The AI learned from an old Reddit thread

... incorrect information. No way to flag it. Example C: Feature comparison An AI answer claimed a product lacked a feature it actually had. The feature page existed. The documentation was clear. But the AI learned from an outdated Reddit thread instead. Why This Happens AI answers aren't "wrong" in the way humans understand wrong. They're pattern-matching machines. If the pattern says "this brand had this problem in 2023," the 2026 answer may still reflect 2023 reality even ... ... responses correctly cited their SOC2 status. Time to full recovery: 3 months Cost of lost deals during recovery: ~ 400k The Opportunity Hidden in the Risk Here's the contrarian take: If you're monitoring AI answers while competitors

... reimbursement. Cursor + Claude Opus 4.6. Most of our architecture, UI copy, billing logic, and three-language i18n happened in the editor. It's effectively our third co-founder. Comment from Sai Tharun Kakirala(@sai_tharun_kakirala): Love this thread! Building HelloAria an AI productivity assistant that works through WhatsApp, Telegram, Email, and has a native iOS app + web dashboard. Stack: Backend: Node.js + Express Database: MongoDB + Redis for caching AI: OpenAI GPT-4 for conversational intelligence Integrations: Google Calendar, Gmail, Microsoft ... ... Solo builder here, won't say much about the product yet but happy to talk shop on the plumbing. Quick version of what I'd tell my past self: Auth - Supabase, Clerk, Auth0, pick one. An afternoon of setup vs

... 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 ... ... many tools which systematically run prompts against several AI models daily, and measure visibility of a product within prompts. We're using a new tool called @Gauge . We chose because a) their citation tracking is more useful than the alternatives