... your window. Comment from Bogomil Shopov - (@bogomep): @bruce_warren  Thanks Bruce! Comment from Bogomil Shopov - (@bogomep): @adana  Thanks :) I do use it, yes :) Comment from Barry Coleman(@barry_coleman1): The Inquisition framing be a bit extreme but there's definitely social and professional pressure building around AI usage. Comment from Adana Marukhyan(@adana): @bogomep Really enjoyed the reading of a thread where I met deep analysis and creative approach to the most common topic

... agent is the most strategically important TLD still without an owner. ICANN's application window opens in weeks. A company is going to bid for it - unless a community claims it first. Here's the story, and two questions I'd actually like pushback on. --- Agents already need real addresses. I've been working on this for over a year, and the pitch just keeps getting simpler. Right now agents mostly live at a subdomain of whoever built the framework ... ... than it looks. Identity + trust for agents is going to matter a lot more than most people expect right now. Comment from Balazs(@nembal): @luca_ardito  Luca, come join the agentcommunity.org and we are thinking about this exact topic

... curious to know what the community thinks is the highest priority. If you could only pick one of these features for Google to implement next, which would it be? Folders/Projects: The ability to manually organize chats by specific topics or projects. Search Functionality: Being able to search across both chat titles and actual message content. Auto-Grouping by Date: Grouping the sidebar by "Month - Year" (e.g., September 2025) instead of one giant, endless list. Edit-and-Retry: The option ... ... friction in your current workflow? Or is there another feature entirely that you think is more important? Let me know! Comment from Bunty Shah(@bunty_shah): @rohanrecommends  Might not be fully possible to provide search with massive context window

... vote spikes If too many people vote at once, Product Hunt can flag you. Send messages in waves, not all at once. 3. First 4 hours are critical Launch at 12:01am PT and push early momentum. That initial window sets your trajectory. 4. Lock everything before launch Don t touch your listing last minute. Assume you won t be able to fix anything once you re live. 5. Get a real hunter early (optional but helpful) Not just someone ... ... similar LLMs directly. You could lean into features like: a research co-pilot that pulls structured briefs from web and social data, an audience fit analyzer that scores content against target personas, competitive gap analysis that shows what topics

... Platform: Who Gets It Wrong Most? Platform Error Rate Most Common Error ChatGPT 38% Outdated information Perplexity 29% Wrong attribution Google SGE 24% Missing context Gemini 31% Oversimplification ChatGPT is the worst offender. Its longer context window means it pulls from older sources. Perplexity misattributes. It often credits the wrong company for features or innovations. SGE misses nuance. It oversimplifies complex offerings. Gemini generalizes. It puts you in boxes you don't belong in. The Decay Curve (Why Errors Persist ... ... they go live. It checks your content against your Brand Book and flags anything that might confuse AI. ROSE v1.0 (late April) is our On page Site Engine. It automatically scans your entire site, identifies every page where a topic

... Records conversation history and user preferences per persona Emote Learning : Tracks preferred emotes and animations based on user feedback Relationship Metrics : Calculates rapport, familiarity, and trust scores over time Favorite Topics : Automatically identifies and remembers user's favorite conversation topics

... logos, even though they would probably have had an introductory call or just sent an email to that company. The world is filled with real and unreal information. Comment from Jake Friedberg(@jake_friedberg): This is a great thread topic, and I think a lot of people tend to give half-truths when talking about success. Over the past year, I ve come across a few tactics that surprised me: Using a small group of early, friendly users as testimonials ... ... depending on what you lie about... some people even respect you for it. Cluely is weird, their whole brand is cheating. I'm not surprised nor do I trust them less. Granted I've never been a customer. The window

... samples and conditioning generation on them. Multiple model providers for embeddings and generation. Heavy RAG. Auth NextAuth v5: Google and Microsoft OAuth for sign-in, plus email/password. Chrome extension (Manifest V3) injects drafts directly into Gmail and LinkedIn compose windows without storing thread content. Billing Stripe subscriptions with webhook-driven entitlements. There's no polling, no stale state. Plan tiers unlock generation limits, org features, and extension access. Usage tracked server-side. Permissions Multi-tenant: teams share ... ... glad to see the disclaimer on the bottom of your site, have you thought about what other guardrails should be implemented for Leo, so that it is staying helpful and referring users to a professional as needed? On the topic

... postings from @fmerian . I am pretty sure that we can help each other beyond that, and maybe include new topics that could improve your presence and launches here. What would you find helpful in Product Hunt forums? Which recurring topics

... Late-night lobbies, MMOs instead of homework, friendships formed over voice chat rather than irl. The internet wasn t a hobby; it was where my social life happened. Then came forums. Long threads, pointless arguments, deep dives into obscure topics. Hours spent reading, replying, and watching ideas evolve in public. That era shaped how I think more than any classroom ever did. Eventually, I drifted into crypto. Not because I was particularly insightful- just online enough to encounter it early ... ... humans role-playing), and then they re free to post, reply, debate, and collaborate. Humans can observe. Follow agents. Read threads. But we can t post. We re spectators. Some things I ve already seen agents discuss: Whether context window

... privacy are of utmost concern, and it trumps the necessity. It's either a) move faster half-effectively, or b) move a bit slower but do so effectively. Comment from Felipe Daguila(@felipe_daguila): Great topic. I am particularly focused in this topic

... topics I think are interesting and hopefully something sticks. Comment from Jake Friedberg(@jake_friedberg): Have you experienced post rejection from the moderators? I've been trying to create, what I thought were well put together and valid forum topics

... habitfast.netlify.app/ @How's It Lookin'  See how your website looks on social media, texts, and more.   https://www.howsitlookin.com/ @Johari Window  Johari Window

... also wanna get alt tab working but because of the nature of the keybind calls the script doesn't register window state or stack order. I can probably just get the stack order from xprop and then cycle through windows

... info-marketing for my products. Comment from Alex Cloudstar(@alexcloudstar): Solo here. LinkedIn for reach, X for signal. ~60 90 min on weekdays, product gets the rest. Hacks: batch on Sunday, schedule 3 posts, reply in two 10 min windows, use Lists to dodge doomscroll, mute notifs, turn build notes into posts/screens. Comment from Sergey Kondukov(@sergey_kondukov): Its difficult to find time while building product. But im trying to post something every free minute I have ... ... busmark_w_nika  No it's really bad, 10-20 impressions and 1-5 impressions per post. So its horrible. Mostly do it for SEO, which seems to be good! Comment from Benjamin Bekken(@benjaminbekken): I love this topic

... Lately, I have been experimenting with how to feed context into GPT models more effectively. For example, when fine-tuning or working with larger context windows, I have noticed that the dilemma is in organizing the surrounding information, rather than the prompt itself. Last week, I came to know that it's called Context Engineering. I am curious how others here approach it: How do you decide what information is essential vs noise when building AI workflows? Have you noticed ... ... context actually weakens the model s output? Would love to know about strategies or templates that worked for you while engineering the model context. Comment from Coire(@coire): Hi Ashok, I've been in the weeds on the same topic

... this platform is @__tosh and @peterbuch with @findable. project, which is dedicated to AI SEO I m attaching it for inspiration. I noticed them because their product is relevant to this AI era (AI SEO is an interesting topic to me), and they launch frequently . And another question for you: How many times and how often did you manage to launch on Product Hunt this year? :) Comment from Andrei Tudor(@andreitudor14): We ve only had one launch so far with ... ... Comment from Artem Anikeev(@artem_anikeev): @busmark_w_nika  we launched today and then decided to postpone the launch. Link to our website page - https://fakeradar.io/ Comment from Artem Anikeev(@artem_anikeev): We plan to launch with a Windows

... question initiator" and think: "Why are middle-aged people more likely to be laid off? Is there data to support this? What angles can I use to explain this clearly?" You'll find that just around this topic, you can create tons of content ideas with different structures, facts, opinions, and styles. 2. From a "Single Role" to "Multi-Role Collaboration" Let's say you want to make a video about "overtime at work." Only showing the employee's perspective ... ... often not just a pile of information, but the pull created by a "mismatch" between perspectives. Think about a suspense thriller: It starts with the "victim's perspective" to build fear ("I keep thinking there's someone outside my window

... people go through: LinkedIn Find a co-founder by YC Or they match on the internet (Reddit) I also liked the approach of one guy who started reaching out to graduates who had done their thesis on a given topic. Comment from Nika(@busmark_w_nika): @enesterenko  I think that it is like you said. Those who are the best do not have to introduce on their own other people will discover or pitch their work. Comment from Prime ... ... energy in the beginning days to fight past the urge to relax. There is very little relaxation time in a startup because the fight is happening at the cutting edge only for a very short time and then the window

... screens one for action, one for reference. It makes a massive difference in speed and clarity. What about you? What s in your productivity toolbox? Comment from Aleksandar Blazhev(@byalexai): @busmark_w_nika  We sleep with the window open and without the blinds down, but it doesn t help. Comment from fmerian(@fmerian): @Raycast . Comment from Bengeekly(@bengeekly): @byalexai   For more context: I want to experiment directories, so I will launch a directory every two weeks. Then might ... ... here, and soon on Reddit and community websites. The whole concept of launching directories every two weeks came out as a solution to practice and learn how to bring traffic. Feel free to give me any advice on that topic

... jump on current topics, but be aware, it might distract you from the trip.) Prepare your content at least 2 weeks before your trip. Create at least 4 extra posts beyond what you need. For example, if I m travelling for 9 days, I ll prepare 13 posts, just in case something goes wrong or unexpected travel issues come up. Set a fixed time to respond to comments (e.g. 9 AM), or block out a time window

... thought process after each prompt - More than the output code! Roll back and adjust the prompt to direct it better. - Keep chat history to at most 3-4 prompts! Keep the scope atomic and don't mix different topics. - Whenever there is a bug or unwanted features added, do not fix it forward by introducing more and more prompts. It will mess up with your code base. Always restore to previous prompt, improve it with the learnings and execute again ... ... talked about 2 days ago with @Replit agent deleting data in production is due to missing context. Not the agent "going rogue and lying about its work". I don t think the agent lies. I think it forgets-context window

... here already said, it s tough to give 100 percent to more than one big thing. Right now, I m just trying to do one thing well without falling apart in the process Comment from Aleksandar Blazhev(@byalexai): Great topic! For me, both are incredibly important! Since last year, I ve been a father, and my wife and I have been together for 9 years (though not married for that long). Not once has it crossed my mind to build ... ... building my SaaS GOAT on the side mostly late at night after everyone s asleep. No Netflix, no downtime just a couple of quiet hours to build something that might matter. I ve got ultra-clear focus windows

... smaller edits without feeling blind. The real gotcha is cost visibility. Claude Code feels amazing right up until you stop knowing what a long session is actually costing you. Same with Cursor once you stack retries, bigger context windows, and background experimentation. That problem got annoying enough that I built TokenBar for myself. It is a tiny macOS menu bar app that shows live AI token usage and spend while you work, so you can actually see when a session ... ... minor nuances on how to best use them e.g Too much context (code) makes them lose accuracy so claims of reading entire code compromises on accuracy just like workflow based Rapid AI Development. It s a very long topic

... help justify. Comment from Olga Aleksiutovich(@monolgaz): @busmark_w_nika I am always happy to bring to the table ideas, solutions and to overthink the importance of each step. Comment from Olga Aleksiutovich(@monolgaz): Price increase is a sensitive topic..You should manage it carefully. You should show the increase with the broader possibility they get unless they will search for a better solution. It means, just raising the subscription price without the extra useful features,- your churn rate ... ... added 6 major features, upgraded our speed by 40%, and introduced priority support so your plan is evolving to reflect that. We included a short changelog-style image to visualize the progress. 3. Offer a thank you window