... specific text. I have not managed to get one overturned. There is no channel to ask what actually failed, only the same boilerplate line back. My guess, unproven: these generic flags are often account trust thresholds wearing a content moderation label. Easier to build a system that says content issue than one that admits it does not trust the account yet. Doesn't fix your next comment. Does mean rewriting the comment on its own probably won't either. Comment ...

... swiping. Most social apps optimize for engagement. We're trying to optimize for real connections . Instead of matching people randomly, PairUp combines: Interest-based matching Communities & Circles Built-in social games A modern, mobile-first experience AI-powered moderation for safer conversations We're still early, still shipping almost every day, and there's a lot more coming. If you've ever wished social media felt more social and less addictive we'd love for you to give PairUp ...

... making it easier to meet new people in a safe and meaningful way. Unlike traditional random chat platforms, PairUp combines AI-powered matching with communities, voice and video chat, stories, and interest-based conversations. We've also built AI moderation to help create a safer experience. Some recent milestones: 2,000+ registered users Users joining from multiple countries AI-powered matching and moderation

... embed Keys stay workspace-scoped and Vault-backed Owners/admins can rotate or revoke when they need to We also kept the boring-but-important defaults: Strict mode on by default Platform fallback only if you turn it on Moderation / embeddings / evals stay on our side Not a huge flashy launch, just something we built because our customers asked, and we actually listen. Hope you like it. If you re dealing with strict data rules and this unblocks ...

... will criticise it simply out of jealousy. This is my POV on how I handle that: On social media, we (or I) remove abusive or hateful comments immediately for two reasons: They can put your account at risk of moderation or platform restrictions. They create a bandwagon effect once one person starts insulting your product, others often join in, and one community manager can't keep up. We encourage constructive criticism to go through our customer support email instead. There ... ... problem. One hateful line outweighs ten kind ones in your head by the end of the day, not because it is truer but because attention is wired to weight threat over praise. So the skill that matters is not moderation

... sharpest questions we got in our Product Hunt comments this week came from a researcher who asked something I've been thinking about ever since: When an AI moderator detects hesitation or an emotional shift mid-interview and decides to probe deeper how do you make sure the follow-up question uncovers the participant's thought rather than planting it? This is a real and serious concern. A human moderator

... simple and effective platform where every professional can : Verify a client in 3 seconds using their phone number Report POSITIVE experiences - because reliable clients deserve recognition Report NEGATIVE experiences - to protect other professionals Do it anonymously and with moderation - to ensure the truthfulness of reports Why did I add positive reports? Because I believe transparency should work in both directions. A reliable client who pays on time and behaves respectfully deserves to be "rewarded" with a positive review. This creates ... ... with passion and many sleepless nights What makes RedFlagClients.com different? Both positive and negative reports - Not just an "alarm system," but also a way to recognize reliable clients Anonymity guaranteed - You can report without fear of retaliation Active moderation

... Like many people, I used Omegle years ago because it was one of the easiest ways to meet random people online. The problem was always the same: Too many bots Fake users Poor moderation Privacy concerns Slow or unreliable connections So I started building OmegleVC , a peer-to-peer random video chat platform focused on fast connections, privacy, and real human conversations. Some things we re experimenting with: WebRTC peer-to-peer video connections Better bot prevention Faster matching Simpler ... ... user experience No downloads required One challenge I m curious about: What would make you try a random video chat platform today? Would it be: Better moderation

... Fixes for Codex Desktop API bridge model routing, including fake model IDs such as `GPT-5.5` with DeepSeek. - Compatibility with older Codex Desktop bridge URL scope shapes. - Clearer DeepSeek `Content Exists Risk` errors when injected search results trigger upstream moderation. Packages are available for macOS Apple Silicon, Windows x64, and Linux x64. Download: https://github.com/jazzenchen/Vi... Website: https://vibearound.ai/ Comment from Ghost Kitty(@ghost-kitty-9564174): Comment Deleted Comment from Jazzen Chen(@jazzenchen): @philip_coleman1  Pretty close in practice ... ... VibeAround runs search sources in parallel, so the added overhead is small: mostly the search provider response time plus a bit of local normalization. For normal coding-agent use, the latency difference vs

... where Blaze can suggest bounded changes to withdrawal posture, holder-gate pressure, and conversion posture without directly mutating anything live That matters because the architecture is becoming more layered and more explicit. There is now a growing separation between: moderation / bot rails world-state perception player memory contract generation dashboard explainability governor recommendations In other words, GrowHouse is starting to develop an actual AI stack. Not AI flavor text. Not an LLM glued onto UI. A system where different rails ... ... handle sensing, memory, response, generation, and bounded recommendation. The interesting part is that Blaze is still being kept inside guardrails. The governor engine is recommendation-only. The moderation

... quality of the product, not to harm my personal brand. Comment from Mickael Chiron(@hivin): Good point, personal brand helps early traction, but it can also bias feedback and hide product flaws. Maybe the real question is less brand vs product and more how to get honest users early without distortion. Have you seen cases where strong founder visibility actually blocked real feedback? Comment from Jinji Huang(@jinji_huang): I lean toward a hybrid, with the product doing the first ... ... doesn t need a savior complex Comment from B ra eker(@busra_seker1): @tonyspiro  Attention can bring the first users but the product still has to earn trust after that. Comment from Sourav Mahapatra(@sourav_mahapatra1): The framing 'before vs

... commands for messages/channels/roles and outputs component blocks for buttons/selects/modals. ~550 lines for an agent that can do literally anything on Discord. New command groups: - `discli webhook list/create/delete` - `discli event list/create/delete` (guild scheduled events) - `discli member timeout` (modern Discord moderation) - `discli channel edit/forum-post/set-permissions` - `discli thread archive/rename/add-member/remove-member` - `discli role edit`, `discli reaction users`, `discli poll results/end` 7 Claude Code Skills : Install with ` npx skills add DevRohit06/discli@discord-bot `. Skills for bot scaffolding, AI agents, moderation

... believe that your chances of becoming visible on this platform also depend on how credible you appear. In the past, there were even bots on Product Hunt, which led to the introduction of certain measures: stricter moderation of published content (especially forum discussions), profile verification (green badge), mandatory use of real first and last names instead of random usernames. These steps help make profiles more trustworthy. I d also add a few more best practices: include your professional background ... ... Comment from Nika(@busmark_w_nika): @jake_friedberg  My suggestion is to "gather" followers by any other way, e.g. contributing thoughtful comments under discussion posts. Comment from Jake Friedberg(@jake_friedberg): Have you experienced post rejection from the moderators

... Performance can degrade as pages grow larger and more complex. And critically, the 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 Qeeebo is built as a structured library of questions and answers rather than a collection of ongoing discussions. Each page is designed to deliver a clear answer quickly, without requiring users to scroll through debates, comments, or tangential replies. Instead ... ... changing threads, Qeeebo uses static pages generated ahead of time. These pages are organized around individual questions, grouped by topic, and delivered through a global content delivery network. This architectural choice influences nearly every aspect of the platform. Qeeebo vs

... functionality. AI first bot & modules as extensions, not the other way around. --- New AI Core Module Completely reworked AI core using the latest available AI technology. All AI systems are now bundled into one central module: - AI Moderation - AI Anti-Spam Moderation

... Dota 2 clone that s just a static hero-select screen with zero gameplay They are not only allowing fraud templates but actively promoting them as success stories. This isn t negligence; it s a scam factory with zero moderation. Chargeback already filed. Do not give these people your money ...

... growth/SEO background, and I d love to hear advice from people who ve grown early-stage content/creation tools, especially SEO-driven projects. What I ve done so far Built a working product (story + images auto-generated, exportable) Added moderation + quality checks (using Gemini models) Added long-form generation (up to 50 pages) Launched a minimal landing page Did a bit of early SEO (but not sure if the direction is right) What I need help with For those experienced ...

... social media (decentralised) platform that experienced such a boom one year ago? Yeah, Bluesky as for today, hit 40 M users (I understood that "accounts") and is trying to improve experience, such as: adding downvoting system  dislikes,  moderation tools (e.g. detecting toxic comments),  enhancing UX/UI. I somehow lost connection with this platform, tho I am there every day, but I miss builders and tech community on it (they returned back on Twitter/X). In my opinion, Bluesky people ... ... LinkedIn a lot more. Agreed they are rewarding, the impressions and connections also seem to come from somebody with a genuine interest in what you have to say. Interestingly, I ve noticed that using it as a company vs

... social discovery app quickly and efficiently. It includes essential features like real-time video chat, user matching, profiles, and virtual gifting allowing you to focus on branding and growth instead of backend development. With built-in monetisation tools and moderation systems, you can create a secure, scalable platform where users connect and interact seamlessly. The YOBO CLONE SCRIPT is perfect for startups aiming to enter the social networking space fast, offering full customisation, multi-language support, and flexible design ...

... Analyze video content frame-by-frame with AI. Perfect for content moderation, security monitoring, accessibility, and product demos. 100% private and secure. https://vatsalshah.in/tools/vide... ...

... write elaborate full of moat :D Am I allowed to downvote now? :D Comment from Chris Messina(@chrismessina): I'm curious about the intention and what problem it's attempting to solve. If it comes with relaxing moderation and enabling more comments, then an alternative

... everyone, I m Imad, founder of SmartMod.ai & itsmartsolutions.llc . I built SmartMod.ai because, as a moderator, I kept seeing AI-generated posts creep into communities. It s frustrating, lowers trust, and makes queues harder to manage. SmartMod.ai gives moderators

... everyone, I m Imad, founder of SmartMod.ai & itsmartsolutions.llc . I built SmartMod.ai because, as a moderator, I kept seeing AI-generated posts creep into communities. It s frustrating, lowers trust, and makes queues harder to manage. SmartMod.ai gives moderators

... safety, clarity, and community standards. Key Takeaways New guidelines organized around four principles: Safety First, Respect Others, Be Authentic, and Follow the Rules Introduces an informal dispute resolution process, allowing direct phone conversations to resolve user conflicts Addresses previous moderation challenges by providing more detailed policies on content moderation

... comment someone left on my post 5 days ago! Each piece of feedback is precious, and I felt bad not being able to respond immediately Questions: Why is there such a time delay? Is there some kind of moderation happening? Is this only happening to newbie accounts? (The user who commented 5 days ago was also new) Could there be something wrong with my settings? If none of the above, what might be causing this? Like everyone else ... ... lower right, or by emailing hello@producthunt.com . I know other people at Product Hunt got the notification of your post like I did, so looking forward to any context they add 1) The time delay is generally due to moderation