... model living in the same model picker, which ran all six answer files itself. Humans did exactly one job in this pipeline: invigilation. Final score:  90 to 70. The winner also used 15% fewer output tokens (11,702 vs 13,799).  If you don't trust an AI's grading all six raw answer files are attached below, unedited, and the code runs on click. Grade them yourself. See you in the comments. EXAM NOTICE Grok 4.6 moved ... ... Turn a needle around inside a flat region: how little area must it sweep? Intuition says half a disc. Mathematics says: as little as you like. This near-absurd fact is the Kakeya problem; its three-dimensional cousin was cracked

... Every episode of the kids' series I make gets built on a Moto Edge 50 Fusion with a cracked screen and a volume button that stopped working months ago. No editing suite, no timeline software, no team. Grok generates the visuals, Claude helps me script and structure episodes, InShot does the actual cutting. That's the whole pipeline. It's slower than I'd like, but it means I plan the whole episode before I touch InShot ...

... Most people say "looks good!" and then quietly never come back. Specifically I'm trying to figure out the actual thing which is to get customer on my saas products with in first month For people who've actually cracked this do you ask directly, watch behavior instead of asking, offer something in exchange for a real conversation? What worked versus

... nobody wants to admit that publicly, and I'm not sure I want to either. So I can't exactly post "struggling with your leadership? try this" without it feeling either too raw or too salesy. I haven't cracked it yet, which is probably exactly why this thread caught my eye. Would love to hear if anyone has navigated promoting something that touches on a problem people feel but don't say out loud. Comment from Burak Emre Ta er ... ... like selling myself either, so I don't. What I do is write comparison pages between the competing products and mine, and put everything into ranking those. The people who land on them are already interested in a competitor

... right audience. Comment from Nolan Vu(@nolan_vu): @thenameisarian  Interesting, alternative to LinkedIn you said "Transparency, not hiding" as the positioning is sharp. The whole industry is moving toward pretending AI involvement isn't happening, so calling it out directly and making it a feature instead of a flaw flips the script in a really smart way. Recruiters needing to know what was AI vs

... happiest with: a themes panel with 50 ready-made designs split into 10 style categories (Dark, Minimal, Vibrant, Retro, Glass ). You filter by category with chip buttons and apply any theme in one click. The part I haven't cracked: distribution. It's live on WordPress.org but sits at near-zero installs, and I'm stuck in the classic cold-start loop no installs means no search ranking, no ranking means no installs. So, two honest questions for this community ...

... doorbell. It rings the same whether it's a package or a fire. That's basically the gap Pushary fills, same hook idea you've already wired, but the event carries a real handoff (done vs blocked vs

... call. Didn't sleep that night. Model 3: Usage-based (per API call / per token) Ok so this time I went "fair." You use more, you pay more. Startups loved it. I thought I finally cracked it. Then I walked into an enterprise finance review. Two words killed everything: "budget cycle." They need a fixed number in January. For the whole year. My "fair" model gave their CFO a headache. Deal gone. Again. I remember sitting in a cab after ... ... selling to the person who wants your product. You're selling to the person who has to justify the invoice. Those are two completely different humans with completely different fears. I don't think I've cracked

... related products like @moltbook (acquired by Meta) and @KiloClaw - both ranked #1 Product of the Day. @Kilo Code - First launched last year, the all-in-one agentic engineering platform (19k+ GitHub stars) launched a code reviewer and a new VS Code extension this year. Both ranked #1 Product of the Day and #1 Product of the Week. Read on: Reverse-engineering Kilo's recent Product Hunt launch @InsForge - The backend platform launched 2.0, hit 10k GitHub stars, ranked #1 Product ... ... Hunt effect? @Axel - This beautifully-crafted task manager for AI coding agents, native for macOS and keyboard-driven, ranked #3 Product of the Day. @Ghost - The latest project by @haydenbleasel , maker of @next-forge , @Kibo UI , and @Ultracite , just cracked

... been deep in book production lately and the same frustration keeps surfacing: no tool does print and ebook well. Not convincingly. Typography Font wars (Garamond vs. Palatino vs

... Apps must be self-contained They can t download or run new code that changes functionality after review That s exactly what vibe coding apps do, they can turn into completely new apps on the fly. Apple is cracking down on apps with AI vibe coding capabilities listed in the App Store, preventing the rapid creation of apps that don't pass through the App Store Review process. Vibe coding turns anyone into a builder instantly, apps evolve in real ... ... into Xcode) But it draws the line at: AI-generated apps that run and evolve inside another app Chrome Web Store could face a similar issue where extension developers auto-update without full reviews, and Google hasn't cracked

... hurt early-stage founders. When you are in the early stage, you already doubt yourself enough. You are building, fixing, testing, trying to get users, trying to stay alive. Then you open LinkedIn, X, or founder communities and see competitors posting MRR screenshots, traffic spikes, and growth wins nonstop. And if you do not have built-in credibility, it hits even harder. You are not ex-Google. You are not YC-backed. You do not already have a huge audience ... ... sometimes the answer is no. Sometimes your product is actually better. Sometimes your users are happier. Sometimes your direction is stronger. But the other company is just better at turning random things into a growth story. We saw a competitor

... preparing to launch a product on PH and I was struggling to create nice looking gallery images easily. So like any cracked builder would do - I ended up creating a new product for that http://Shotbox.app - Create launch visuals easily! It's not perfect, v1, but it's live. Appreciate any feedback ...

... Product Hunt community, (Picture this)It s 4:30 PM on a Friday. You ve just cracked the logic for that complex auth-flow refactor. You ve been in the zone for six hours straight headphones on, coffee empty, absolute flow state. You run the tests. Green. You check the linter. Clean. You push the commit. You open the Pull Request, feeling that rush of endorphins. You re done. You re ready to close your laptop and start the weekend ...

... Every week, infostealer malware sells thousands of Instagram, Gmail, Discord, Steam, and crypto logins on the dark web often without victims ever realizing how. It only takes one free mod or cracked download. Traclea is your real-time breach, infostealer log, and dark web monitoring tool purpose-built for creators, gamers, and crypto holders. Tracks your email & usernames across 2,000+ breaches and 50+ infostealer malware logs Instant alerts the moment you re exposed Privacy-first. No app required ...

... Artem here. I left Meta in Apr 2024 to fully dive into realm of GenAI. I knew back then that with the pace of development the distribution wins, not the product. So I spent a year cracking SEO and wasting tens of thousands on ads so you don't have to. Happy to share my learnings and answer your questions. Some stats. As of now our app has over 200k registered users with up to 700 joining daily. Before ... ... such numbers? + Biggest learnings? Comment from Priyanka Gosai(@priyanka_gosai1): This is seriously impressive, Artem 200K users bootstrapped, without ads, is no small feat. Especially when most founders burn budget chasing early traction. Quick question: You said you cracked

... same space as a lot of YC companies helping solo founders get their first believers without giving up equity. The YC model is incredible for the companies that get in but the 99 percent who do not need alternatives that are not go raise a pre-seed from angels who will ghost you. Curious what everyone here is building though drop your one-liner. Comment from Richard Smith(@richard_smith_sv): The partners point is so underrated. Most people ... ... profile if curious!) Comment from Mostafa Hosseini(@mostafahosseini): Not applying this batch still heads-down on product and a small set of design partners. Curious what pushed people over the line to hit submit this time versus

... keep your forum active (without it feeling forced)? Do you repurpose content or write stuff specifically for the forum? Appreciate any advice or examples you re willing to share would love to learn from the people who ve cracked it Comment from steve beyatte(@steveb): Good questions! Excited to see what others say but this is generally what I've seen working: Use your product in public. Create threads about the tools you use, love, hate, want ... ... Updates from this week" Better: "How we improved onboarding in [product] to boost signups by 28%" Best: Research high-intent search terms and write posts that target those specifically by including them in the headline, example Cursor vs

... that these interfaces suck to work with -- the listing process is broken. We have a combination of models that help us identify items and their condition. For eg, some things like electronics are easier to "recognize" with brand, etc, vs something that's very generic like a couch. But our models have been getting refined and will continue to get refined. We are planning on expanding to english speaking regions soon, and potentially others, beyond that very soon! Where ... ... pitch around storytelling about myself Comment from Nao Yukawa(@nao_yukawa): When you raised capital, what do you think was the most compelling factor for investors? Comment from Anil Jindia(@anil_jindia): Curious to hear about your journey on cracking

... from early users - Positive feedback on core features - Growing user base but looking to scale faster What I'm currently testing: Cold Outreach: I'm thinking about reaching out to content marketing agencies and in-house teams. Has anyone cracked the code on getting meetings without being "just another tool" in their inbox? Conversion Strategy: My current focus is on: - Optimizing the trial-to-paid journey - Reducing friction in the payment process - Making onboarding more engaging - Building sticky features users ... ... trial conversions: Guide users to an aha moment fast maybe an interactive tutorial that shows instant value. For standing out: Position Draftly as more than just an AI tool maybe showcase unique workflows or niche use cases that competitors

... service game is how powerful customer referrals are. For agency and service businesses, more than 60% of new business comes from referrals and recommendations ! But getting those referrals isn't always straightforward. For those of you who have cracked the code, what's your secret?  Personally, i found that affiliation programs work well but most importantly that the work starts from client onboarding. For those of you running service businesses, what have you found to be the most effective ways ...

... greatest AI products, news, and trends. Pairs nicely with our AI newsletter. If you haven t subscribed yet, go to your settings and toggle on. Have you noticed the bull$h!t filter?! Just kidding. We haven t cracked the code on that yet. But we did make some improvements that automatically bump really good comments to the top of launch and discussion threads. It s not a power flex, just something we thought would make your Product Hunt experience ...

... hustlers! We all dream of that one piece of content going viral and bringing a flood of traffic. Have you cracked the code? Or stumbled upon a happy accident ...