... workflow reporting that it succeeded. And --public-only is still safe to screenshot everywhere it doesn't even ask GitHub for your secret gists, so the count can't give them away. The detail I enjoyed getting right: review chatter on one pull request folds into a single row with a N count, so a heavily-reviewed PR stops burying the week. But an approval never folds. Collapsing the one review that mattered into a " 12" was the whole failure ...

... only go to a coworking space when I am in a new place and want to tap into the community there and join events. Cafes can be nice but you re battling the elements, rowdiness, chatter, background music, uncomfortable chairs, and a lack of sockets. Plus, if you re alone, going to the lavatory is an issue in terms of safety. Home always wins, but that s just me! :) Comment from Adana Marukhyan(@adana): @thebeachbell  Good point about safety ...

... thresholds to tune, no data leaving your machine. Housekeeping Bigger, prettier screenshots and a Windows Store build for the landing page. New DB migration (0008) to stash sender-auth signals we already fetch at sync time no extra network chatter. The usual pile of Rust cargo fmt'd into submission, plus fresh strings across all 11 languages. Grab it here: https://github.com/nikserg/skim/... Comment from Omri Ben-Shoham(@omri_ben_shoham1): the deterministic no-thresholds-to-tune approach ...

... Google recently announced and pushed two new models into the Gemini API. For informational purposes, I am breaking down what's confirmed vs. what's just early testing chatter

... egress costs are asymmetric. They punish multi-region and migration paths specifically, which are exactly the architectures someone opens a simulator to stress-test. The moment we can say "this design looks cheaper until you price the cross-AZ chatter, then it isn't", that's the day it tells people something they couldn't already guess. Egress and cross-AZ cost modeling is now moving up the roadmap. What's next x402 protocol. We're implementing native payable ... ... simulator whose roadmap moves when a real cost surfaces is exactly the kind people end up betting a workflow on. Glad the egress/cross-AZ point landed. The day the sim can say "this design looks cheaper until you price the chatter

... everyone, I have spent over twelve years architecting and engineering production-ready backend systems. Over the years, I have seen countless hours wasted building products based on shallow feedback or social media chatter. Lately, I became obsessed with a much bigger architectural challenge. I wanted to build a complete intelligence pipeline that isolates real market friction based on active capital. My current project uses dynamic query expansion and semantic embeddings to map verified business pain points directly from open budgets ...

... where growth actually happens. And that is exactly where TataLaLa operates. What TataLaLa Does During Your Stream Once connected, TataLaLa continuously analyzes what s happening in your live room: Viewer arrival patterns Chat activity and sentiment Engagement momentum Subscriber vs non-subscriber behavior From this, it does three critical things automatically. 1. It Manages Chat Based on Viewer Value Not all viewers are the same and TataLaLa understands that. It treats: New viewers Returning viewers Subscribers VIP supporters differently ... ... choose whether to act. But you are no longer guessing. This single decision support knowing when to sell is where most streamers see immediate impact. What TataLaLa Is Not To be clear, TataLaLa is not: A gimmicky AI chatter

... 50km radius of your position. B. AI-Augmented Situation Reports (SitReps) Integrated with Google Gemini Neural Models , the system analyzes thousands of data points from the feed to generate concise, real-time Situation Reports. With one click, convert chaotic chatter into a clear 50-word intelligence summary assessing threat levels and community sentiment. C. The Situation Room (Command Center) A visual dashboard for global awareness: Kinetic Threat Matrix: A force-directed graph (D3.js) connecting semantic relationships between global conflict, cyber ...

... memes and "maybe" RSVPs. Group chats are for talking , but they are terrible for planning . I m building Squad In Sync as a dedicated logistics layer for social life. The goal is to decouple the "logistics" from the "chatter" so you can actually sync your squad without the burnout. I decided to make Squad Generation free for our early adopters because I want to see if this solves the "Planner Burnout" for others as much ...

... Most investors don t lose time because research is hard, they lose time because it s fragmented. Earnings live in filings. Context lives in news. Signals are buried in social chatter. Relationships between companies, people, and events are invisible unless you manually connect the dots. Rippli.ai was built to solve that exact problem. Rippli turns a simple query (company, sector, or topic) into a live, structured intelligence view, aggregating news, filings, entities, relationships, and sentiment into a single connected layer ...

... Hello Product Hunt Community! I m Andre, CEO & Founder of StreamPing. Our mission is simple: to help you save time by cutting through streamer chatter and delivering only the gameplay moments you really care about instantly and without any sign-up. Whether watching solo or with friends, StreamPing makes it easy to stay up to date with the content that matters, across Twitch, YouTube, and Kick. Coming from an industrial background into software, I know how valuable clear, efficient ...

... folks , recently, TopazLabs (well-known in the AI video/image enhancement space) announced they're shifting from lifetime licenses to subscriptions only. That's sparked a lot of chatter - some say subscriptions feel cheaper upfront, but many users feel it becomes more expensive long term, especially since canceling can be tricky and refunds are limited. We're curious to hear what the Product Hunt community thinks about this shift: As a user, do you prefer subscriptions or lifetime licenses ... ... difference between desktop apps vs

... receiving traffic from ChatGPT.... Comment from Tulio Sousa(@tuliosousapro): As I know the ChatGPT feeds itself with Reddit too. But most importantly, with Bing search results... Comment from Andrej Good(@andrejgood): Interesting question I ve been seeing the same chatter about this whole ai seo reddit thing. From what I get, ChatGPT and other llms were trained on a mix of internet data and reddit is a big chunk just cuz there s so many q&a type convos ...

... your first-mile approach before you book those early interviews? Do you start with Reddit deep-dives? Reverse-engineer reviews? Talk to personas in your head? I ve been experimenting with ways to simulate early conversations using real user chatter - trying to shortcut the phase where you waste 5 interviews learning what the internet already knows. Would love to hear how others approach this. What s worked? What hasn t? Comment from Z Johnson(@zjohnson): You actually ... ... code for people to sign up, as well. Super old school, but better than investing in a set of interviews. I've also tried Reddit searches and scrapes of posts to find pain points that my offering would address, versus

... back. I ve been building something new: Zaqlick - a first-mile research sidekick for founders who want to start customer discovery smarter, not later. Unlike a generic chatbot, Zaqlick spins up realistic personas trained on actual internet chatter - think rants, reviews, support convos. You give it a brief it builds personas grounded in that data you talk to them like it s a real convo. Why? Because talking to ChatGPT is easy - but talking to your future customers is what ...

... Some folks need total silence. Others need lo-fi beats, caffeine, and a messy Notion doc. Me? I m usually recording on Clueso in my workspace with background chatter and chaos not ideal, but honestly, it doesn t bother me much. Clueso cleans up things and replaces the audio with a solid voiceover, so I don t have to stress about the noise. Curious what your setup looks like. Any rituals, tools, or weird little habits that help ...

... budgeting struggles. Whether you're a college student, working professional, or seasoned investor, you'll find a safe space with zero judgment to ask questions, share insights, and learn from peers. No doom scrolling No memes, spam, or irrelevant chatter Just real people discussing real financial goals Curated, topic-specific threads Available on Android & iOS Break the taboo around money. Discover a healthier way to grow financially together. Android: Download now Apple: Download now And be part of India ...

... developing a prompt based product, you need to include helpful defaults. I'm only just getting around to adding them in our product. Comment from Aishwarya Lohi(@aishwaryalohi): AutoProctor: A proctored test to screen and hire OnlyFans chatterers. The founder posted about it https://www.linkedin.com/posts/j... Comment from Aaron O'Leary(@aaronoleary): @rajiv_ayyangar  oh now that is intuitive! Comment from Aaron O'Leary(@aaronoleary): @elissa_craig  love the example of newlyweds creating audiograms! Comment from AuroraW(@auroraw ...

... love to build our own community! That's a very good practice for startups. Thank you! Comment from Abesh Thakur(@abesh_thakur): As a non-marketer, I have found immense value in Discord servers with all kinds of chatter. Some of which has been immediately useful since I'm trying to learn everything from scratch, and some of it has been....strange. Still super useful to get a ground level feel of what people are actively thinking about in real ...

... help streamline meetings by handling tasks like scheduling, note-taking, and follow-up. It ensures everyone stays on topic and can even analyze engagement levels. Plus, with AI summarizing key points, you save time and reduce unnecessary chatter. Overall, it keeps things focused and efficient less small talk, more action! Comment from CharlotteRomero(@kirinme1975): Absolutely! AI can help by handling the scheduling, sending reminders, and even summarizing meetings. It lets everyone focus on discussion rather than note-taking. Plus, some ...