... first one through the door locks out the rest. Anyone who actually wants around it changes network and carries on. Cookie and localStorage counters. Cleared trivially, so they only stop the people who weren't trying. Not worthless, but a speed bump rather than a limit. Browser fingerprinting. Would probably work. I don't want to do it. It feels like a worse thing to do to a stranger than asking them to sign in, which is the exact thing ...

... never touch. Here's the thing that mantra isn't really a law of nature. It's just what happens to be true in a world where there's no market for ideas. Of course they're worthless if there's nowhere to sell them. Everything is worthless

... landed - and the original call is still sitting on the record next to the correction. One verdict is "mostly fog machine" on a product doing $1.2B ARR. If this only ever agreed with press releases it would be worthless to you. Free, no signup needed to read a verdict: https://bharatlearner18-del.gith... There's also a 22-second explainer I just added, because early visitors told me they opened the site and couldn't tell what ...

... with caveats" when GA landed, and the original call is still sitting there on the record. One verdict is "mostly fog machine" on a product doing $1.2B ARR. If it only ever said flattering things it would be worthless. Free, and no signup needed to read a verdict: https://bharatlearner18-del.gith... The feedback I actually want: when a launch you're unsure about drops, what do you do today? Ignore it, ask someone, dig into it yourself? That ...

... them Let me be honest with you: tips exists for about 150 sites, not 500, and link type is verified in about half of them. The other half I left blank because I think guessing makes all other lists worthless ...

... important question. Currently it does clear by majority but maybe in the future a flag from that off-family judge on the classes block the agent regardless of the other votes. That's the part that matters, independence is worthless if the outvoted-but-correct judge can't actually stop the thing. So yes, independence beats capability here, and that's the reason the bench is cross-family instead of one stronger model. Comment from Meghna Bharadwaj(@meghna_bharadwaj): @galdayan ...

... from Alexander Eliot(@alexander_eliot): Honestly, no not a Product Hunt discussion specifically, but a real analogue: our Etsy shop's own stats made us reprice the whole storefront down after seeing we had zero reviews sitting next to competitors with thousands. That's the same underlying thing you're describing a discussion (or in our case raw data) surfacing a pattern you can't see from inside the product. Your point about 20 thoughtful comments beating 1000 empty views ... ... nothing and number seven got comments. Which means I cannot explain thread seven. It is the one result I have that does not fit anything. Comment from Abdullah Javaid(@abdullah_javaid3): @alieksia   @jernej_jan_kocica  Supply versus

... that text now. The real question isn't "can it write" - it's "can a regulated profession trust it." Two things I keep coming back to: 1. Citations-or-flagged: an AI finding with no cited source doc is worthless (worse, dangerous). If it can't cite, it should say "unsupported verify," never invent. 2. Who decides: drafting deciding. Conformity, severity, certification those stay with the human. The moment software makes a cert decision, accreditation trust is gone. Curious ...

... question then becomes: when one of those does fire, how fast can the human re-enter? Standing authorization reduces the volume; a good re-entry path handles what's left. Curious what categories your operator ended up pre-authorizing vs. what still needs the pane-pull. Comment from Kidder(@hellokidder01): @milan_cheeks   The batch-checking + clearer prompts approach definitely cuts down the frequency of interruptions, no argument there. For me the remaining gap is that when one does stop ... ... false confidence Comment from Kidder(@hellokidder01): @fred_jones6   Ha, "lost but loving it" is honestly the ideal state to be in most of the fun is in that phase before things start feeling like work. Keep building the worthless

... think it comes down to a few things: We've been conditioned to believe an idea is only valuable once it's "validated" funded, built, or at least half-executed. Until then, it's treated as worthless, even embarrassing to admit out loud. There's an unspoken rule that sharing an unfinished idea makes you look naive, or worse, like you're inviting someone to steal it. Most platforms reinforce this. LinkedIn wants a milestone. Twitter wants confidence. Nowhere really ...

... launching here August 2 ) a product operating system where every customer is one record joining revenue, feedback, work, and code, and AI teammates work the board like colleagues. The pre-launch problem every maker knows: your quality claims are worthless because you wrote them. "Blazing fast," "AI-native," "developers love it" all noise until someone who isn't you says it. This week I got my first outside grades. Glama (the largest MCP server directory it indexes 20K+ servers ...

... cost-of-credential argument matters here. a linkedin endorsement costs the signer nothing. so it signals nothing. a tam signature costs the signer their public reputation if the work was a lie. so it signals everything. cheap credentials are worthless credentials. this is what we shipped at tam network. four rows per receipt. real signatures. portable forever. built for the 92 percent first. 22 humans tested v1. v2 launches aug 12. three asks for anyone reading this. follow the build ...

... Gemini, since more buying decisions now start there instead of traditional search. If you want to see how an AI agent currently reads your own site, we put out a free tool that shows what an AI fetches vs. what humans see: https://axp.thepublive.com/audit... . Would genuinely welcome feedback from this crowd! Comment from Olajide(@unclej): Building thematicanalysis.ai It's an API that turns piles of open-ended text such as survey answers, reviews, interview transcripts, support tickets into actual ... ... Comment from Ryan Weller(@ryan_weller): What you're building TrailSmoke ( trailsmoke.net ) , a wildfire smoke and air quality tracking application centered on a live AQI map, pulling in NOAA smoke modeling data (near-ground air quality vs

... Curious where capture should end and action should begin. Comment from Fatima Khan(@fatima_shehzad): I wish my notes were like a living space. Not a column or row of discarded thoughts. Comment from Hadi Farnoud(@hadifarnoud): The calendar-vs-notification distinction feels especially true for meeting notes. A reminder is fine for a tiny chore, but anything that came out of a meeting usually needs protected time, context, and a clear definition of done. The thing I'd want ... ... ideas pile up most in yours, work stuff or side projects? Comment from Maxence Legu ry(@maxence_leguery): @amard_sonal  You are pointing right at the thing we cared about most. The power is real but it is worthless

... sure you consented to it. For a journaling app built on emotional vulnerability, that unease is existential. If people don't feel safe writing honestly, they start self-censoring. And a journal where you self-censor is worthless. So we built the reset button. One tap, confirmation screen, everything gone. The AI starts fresh like you just downloaded the app. What happened next surprised us: Only 4% of users actually pressed the button - But 67% told us in surveys that ... ... fire exit analogy is perfect. we see the same thing with email unsubscribe links... the easier you make it to leave, the less people feel trapped, and the more they actually stick around. the 4% who pressed it vs

... galdayan): our setup ended up being a Slack webhook per agent session, posted to a channel only that agent writes to. sounds basic but the key part was making the notification say WHY it's waiting (needs approval vs finished vs

... Indie Hackers all on the same day. Six channels, and we did every single one badly. Worse, the time we should have spent pushing PH went entirely into Reddit damage control. Mistake 4: Friends' Same-Day PH Accounts = Worthless Votes (Karma Coefficient) We asked friends to upvote us. They all created PH accounts the same day. PH's Karma Coefficient algorithm filtered every single one of those votes. Accounts need at least a week of history and some activity before ...

... Lesson: Omnichannel marketing sounds great until you try to do it with a small team. Pick 1 or 2 core channels to dominate, and let the others just be passive mirrors. Mistake 4: Friends' Same-Day PH Accounts = Worthless Votes (The Karma Coefficient) When we saw our numbers stalling, we sent out emergency SOS messages to friends. They were amazing and immediately created PH accounts to upvote us. However, we completely underestimated PH s Karma Coefficient algorithm . The system flagged ...

... grew up in Mumbai and actually knows where to find decision-makers here including founders who don't exist on LinkedIn at all. But that's a hard one-liner to explain, so I just say "91% accuracy vs 60%" and move on. Comment from Rishav Rajak(@rishav_rajak): "Is this like Apollo?" Yes and no. Apollo is great for the US market. We specifically solve for India and emerging markets where global databases have terrible coverage. The real answer ... ... prevent link taking without giving back? Imed Radhouani Founder & CTO Rankfender Comment from Imed Radhouani(@imed_radhouani): @rosalie_autumn  This is one of the hardest problems to solve. If you let spam in, the whole network becomes worthless

... Web3 observation is sharp and more people should pay attention to it. The projects that survived the crypto crash weren't the ones with the best technology. They were the ones with the strongest communities. The token became worthless. The people stayed. That's the data point everyone ignored. We've been thinking about this differently at MRVL. Rather than treating community as a growth channel layered on top of the product, we built it into every single ...

... emmerita_ambata): This has me thinking differently. As a marketer, I'm all for founder-led content, especially on LinkedIn. I've seen firsthand how much growth and visibility a product gains when a human is talking about it versus posting from a company page where someone is essentially interacting with a logo. I tested both approaches with my first startup. Initially, we hid behind the product; no names in emails, no faces on the landing page. Growth was painfully ... ... create attention, but not always truth. If you stay invisible for too long, growth can become harder because trust, distribution, and early community are weaker than they could be. So I don t see it as brand first vs

... answer about your category includes comparisons. Always. When someone asks "best CRM for agencies," AI doesn't list one tool. It lists 3-5. And it compares them. The data: Content Type Citation Rate Pages with comparison tables +470% vs. average Pages that mention competitors

... fresh from school so I was thankful for every experience. At that time, I didn't take it like this tho was an adult who had to pay bills. It is so disappointing that they treated me like someone worthless Comment from Nika(@busmark_w_nika): @arun_tamang  This! Comment from Nika(@busmark_w_nika): @bengeekly Well, I can t read their minds or interpret the nuances hidden behind vague, abstract wording. A contract should clearly and directly define ... ... when personal branding quietly becomes an unspoken job requirement. Building a public presence takes time, energy, and a level of personal exposure that not everyone wants or should have to want. So to me, the key difference is voluntary vs

... funding? And how can an employee strengthen their negotiating position when evolving from part-time to full-time (maybe with a higher compensation + benefits)? As an example, I m attaching a comparison of what a startup (1) typically offers versus an established company. (2) You can see that startups often offer things like dynamic team, remote work, or ownership of the strategy which don t really function as benefits, but rather as expectations or situational responsibilities. Understandably, established companies tend ... ... never been an employee, not to mention that I never did anything full-time.) I was more freelancer. In case I want to stick to "Schwartz system"  what is good compensation for the paytech industry? Full-time employee vs

... that one is project specific. Comment from Syed Hassan(@syed_hassan9): @busmark_w_nika  Totally get that pushing standards can be super motivating. I think it really comes down to knowing when raising the bar fuels growth vs when it quietly turns into pressure. Different seasons, different approaches and both can work. Comment from Jordan(@heyjdj): @build_with_aj  I've been doing the paper notebook thing for a few years. I'm not sure ... ... long threads, or research rabbit holes. Saves energy for the hard thinking that actually matters. The sleep thing is non-negotiable. I've tested this too many times, one night of 6 hours and my "productive" day is basically worthless