... this community unique etc. I'd imagine the team does a really solid job behind the scenes flagging those upvotes and comments - but I do wonder if some of the real comments and real upvotes get lost in that shuffle due to this massive influx of pay for click day of promotion. Don't have an answer as we're in the throws of pushing the product but I wanted to know if other people shared this experience and from ...

... predict which ordering is dangerous ahead of time, it just surfaces whichever ones diverge. curious how deep the permutation goes though - full event history is often way more than 2-3 events, so are you capping how many you shuffle or is there some heuristic for which subsets are worth permuting instead of brute forcing all n! Comment from Raj Nagulapalle(@rnagulapalle): @omri_ben_shoham1  yeah that's exactly the wall i keep running into when people ask about ... ... permute the whole event stream, only the events that mutate the same resource's state ... and those are the only ones whose ordering can change the final entitlement .. events touching different resources don't need cross-shuffling

... from streaming platforms. 70,000+ track seed library loading in under 3 seconds. AI wired into every layer smart playlists, live track commentary, a Metadata Orchestrator that labels your whole library in a 15-hour automated loop. Weighted vote shuffle where your upvotes literally change how often a track hits. The Vault system for tracks you want kept but never heard again by accident. Bring your own API key or run fully local via Ollama. Self-hosted. Your data never ...

... Most AI agent frameworks are slow and expensive because they constantly shuffle massive JSON payloads and duplicate data between components. Gliding Horse changes the game. We built an open-source AI Agent Operating System that treats your agents' memory with the extreme efficiency of a computer's hardware. Instead of passing heavy text blobs, Gliding Horse uses a unified data bus to pass lightweight pointers, making your multi-agent systems faster, cheaper, and infinitely more scalable. Why developers love Gliding ...

... thing the raw screenshot doesn't carry. What kills me is the round trip around it: screenshot, open Paint or GIMP, draw, save, dig the file out of Downloads, attach, repeat. The marking takes two seconds. The shuffle around it is the real time sink, especially when you're doing it twenty times an hour mid-flow. Comment from Mitch O(@divine_comedian): draw a big red circle around it on paint or GIMP Comment from Advin Jadis(@advin_jadis ...

... forget the original or the duplicate is still eating up the SSD. Finding 20GB in one go must have felt like getting a brand-new Mac! Were those old projects, or just things that got lost in the shuffle? :D Comment from Orhan Kilic(@orhan_kilic): @johnny_ishak   @alex_j_jemmy  That s a great habit to have, Alex! macOS is powerful, but it definitely tends to 'hoard' data in the background if you don t keep ...

... good news for us? Let's see Comment from Rohan Chaubey(@rohanrecommends): This makes discovery way more fun + fair + unpredictable. Love this experiment @rajiv_ayyangar @gabe ! Should this be the default or say once a week like @amraniyasser suggested? "Shuffle Saturday" or "Randomized Thrusday"? Comment from Rohan Chaubey(@rohanrecommends): @rajiv_ayyangar   @gabe   Also this reminds me of the Golden Kitty Awards algo. The votes used to be hidden forever and makers would keep promoting from start ... ... those 24 hours, whoever s at the top (the top five) are the final winners of Product of the Day, but a product like Littlebird can absolutely appear at the top in multiple 25-minute shuffle

... with a community, newsletter, or broader network. Example, when you launched Nika, your followers were notified (I got the notification) because you built that following. Imagine someone who just signed up to PH yesterday is on the random leaderboard shuffled majority of the launch day alongside you, totally discounting on the visibility that the support of your followers would have brought to you if you were ranking in top 5 due to their support. I feel the traffic is getting ... ... doing any distribution yet still benefits from community and algorithmic support, randomization can help surface it, which is positive, but it also feels unfair to those who are putting in the work, so the impact is mixed. One alternative

... missed one important thing. Our whole team is in one timezone . If you look at the Product of the Day race, it s basically a 24-hour marathon . If the same people handle it the entire time, competitors with better timezone coverage can move ahead in just a few hours. Right now we re #2 and pushing for #1 , so we re still very much in the race. That s basically how I look right now after 13+ hours ... ... point where catching up became basically impossible? Comment from Aleksandar Blazhev(@byalexai): My advice is: for teams that are in Europe/Asia, focus on the first 4 hours. During that time, the ranking list doesn t appear and gets shuffled

... focused on: Floating Lyrics with improved sync and stable on-screen rendering (they don t just float they stay with you) Sensor-driven playback controls Flip your phone to skip tracks, or circle it in the air to enable shuffle This is an ongoing indie project, and I m actively refining it based on real user feedback. I d genuinely love thoughts from fellow Android and music enthusiasts especially around audio quality, UX, and feature direction ...

... smart) Language-based matchmaking: English, French, and Spanish Power-Ups to Spice Things Up Nuke - Blow up your rack and get fresh letters Wildcard - A letter that becomes whatever you need +10 Seconds - Buy yourself more time Super Shuffle - Unlimited shuffles

... move, but as a daily Slack user, I have a love-hate relationship with them. The biggest challenge is the noise sometimes it's impossible to keep up with every notification, and important threads just get lost in the shuffle. My advice: make sure the alerts are highly customizable or 'high-signal' only, so teams don't just mute them after the first hour! Do you plan to add a feature to 'snooze' or group these alerts? Comment from Nika ...

... easiest way to prep for CompTIA just dropped. Introducing Flashcard Mode on PassTIA. We've turned the dry exam objectives into interactive, bite-sized study sessions. 100 Cards per Exam Shuffle & Flip Track your "Known" vs

... pasha_tseluyko  they had good marketing. I think ChatGPT5.2 is better for code than Claude. Comment from Andre Lin(@andrelinhk): Interesting.. reading through the replies, it feels like a clear majority right now is gravitating toward Claude + VS Code as their daily driver. Yeah, with the latest Plan phase introduced by Claude to perform much quicker file reads, reasoning, and well, planning, before making changes really changed the game. Now, it better understands user's intent and give ... ... when it launched: clean UIUX strong repo-wide context / robust file-reading operations opinionated AI workflows that actually worked For a while, it felt unmatched. But a year on, the gap seems to be narrowing fast. When you have VS

... compare open and click rates, and then give you a summary of what content had the best results (such as personal anecdotes, product reviews, resource sharing etc.) I believe this is the 2025 email marketing trend that will re-shuffle the popularity of ESPs. Comment from Ghost Kitty(@ghost-kitty-9048271): Comment Deleted Comment from Ameenullahi Bareeroh darasimi(@ameenullahi_bareeroh_darasimi): @busmark_w_nika  Awesome! You ll definitely find the automation side in GoHighLevel super useful it combines email ...

... event (not too early). Keeps the energy up and people moving between spaces instead of being stuck eating in one spot Comment from Talshyn Nova(@talshyn): A welcoming vibe, easy ways to meet people (fun icebreakers or team shuffles), and good snacks Comment from Sheraz Abdul Hayee(@sheraz_abdul_hayee): @busmark_w_nika best of luck would love to attend it virtually or in person. The best thing in tech event is the being able to connect with brilliant people ...

... budding movement. As AI coding assistants improved, my vibing only increased. I started letting GitHub Copilot auto-complete whole chunks of code while I casually tabbed through its suggestions. I d begin writing a comment like // function to shuffle a deck of cards and before I could finish my thought, Copilot would offer to generate the entire function for me. Often, it was correct or at least a decent starting point. I wasn t typing those lines; I was just ...

... otherwise cool project! Comment from Matt Carroll(@catt_marroll): unsolicited feedback: asking for notification privileges as soon as i land on your page feels spammy. the carousel-esq How it works would be better imo without the auto shuffle. some of the accompanying text is really long in that how it works section. also again congrats on launch ...

... decided to build something simple CineShuffle . It recommends movies and shows based on your mood , not just random trends. Building CineShuffle taught me so much about: Emotional UX (building for feelings, not functions) Tiny dopamine loops (swipes, shuffle hits) Shipping before it feels ready We just launched on @ProductHunt today if you want to check it out https://www.producthunt.com/post... Would love to meet fellow builders here, jam on product ideas, and swap stories about launches, pivots, and indie chaos ...

... labeled solutions for OTT apps Why join: The product is built and shipping Emotional discovery (not just algorithmic) is a fresh space Early mover advantage TikTok + Gen Z generation LOVES mood-first discovery Contact: DM me here X - @Cine_Shuffle Visit cine-shuffle.com and reach out open to chatting! Let s build something addictive and revenue-driven Comment from Shubham Agrawal(@webashlar): Looking for a cofounder What I m building: An educational mobile game studio focused on fun, interactive learning experiences ...

... helping me think about actually structuring my day. For the longest time I've just added "stuff" to the backlog of "things to be done" and inevitably the list grows and grows, older stuff thats not important just gets shuffled around. I love the branding and simplicity of @Sunsama but more than anything it doesn't make my backlog of items to be done feel like a "to-do list." Instead it turns it into more of a daily process ...

... asked about the best Payroll, PEO, EOR, and HRIS solutions for distributed teams. I m active in multiple ops communities (LinkedIn, Slack, Circle), and discussions on this topic come up repeatedly but These conversations often get lost in the shuffle, leading to repeated threads. Many insights are locked behind paywalls or exclusive memberships. So, I m starting this open thread in our Product Hunt forums to centralize this discussion and make it accessible to all! How the Market Has Changed ... ... Deel to @Wise which makes it realllly easy to be a working nomad. I agree with you on @Lattice - it's pretty powerful but I do think it could help managers and leadership by being a bit more proactive vs