... What you'll find me doing here: Writing honest reviews of tools I actually test Digging into launch-day features and asking makers uncomfortable-but-fair questions Joining discussions about software, productivity, and the occasional "is this feature actually novel?" debate If you're building something, I'd genuinely love to hear about it especially if it solves a problem I've watched people struggle with. And if you have strong opinions about release notes (yes, really ...

... write novels myself, and that's the whole origin story: I kept losing time re-reading my own chapters just to remember details I'd already written. A character's eye color. A place name I'd mentioned once, three chapters back. Word and Docs weren't built for that. Scrivener is, but you still build every character sheet by hand. So I built the thing I actually wanted: an editor where AI reads your manuscript and builds your character ...

... Product Hunt Community... Matthew here. 15+ years in SaaS for the music industry, which is basically like running a tech company inside a never-ending soundcheck. When I got back into novel writing, I discovered I m terrible at remembering what I wrote three chapters ago. Plotfy is my solution: it reads your story, keeps your characters consistent, tracks every thread, and politely reminds you when you contradict yourself. "In chapter 2, Sally had brown hair. In chapter 16, Sally ...

... project, scope of the objective I tend to always cast an extremely wide net at the beginning of the project, similar to a commercial Fisherman . Figuratively speaking, this is me blabbering into my phone or writing out a novel to start a project: casting out a massive net of context, directing the AI to get my fish. Most Fisherman aren t commercial though, they fish for fun, sitting on a dock and throwing out a single cast for one specific ...

... Hello guys, We're building a platform moegen.ai for all creators who are interested in novel / manga and anime. Our AI powered pipelines cover every steps from wording, variant graphic styles to visual effects. All you need is to type in your idea within several words and we'll take care of the rest. It is still in the beta stage and we're keep working on: Anime generation is still in progress Adding more options in generating processes Tuning ...

... Johnson here, solo maker. Khotan Studios goes live on PH tomorrow (Sunday) and honestly I'm more nervous than excited, so I'd rather introduce myself with a real story than a countdown. I've been writing a novel set on the Silk Road for about two years. For most of it my protagonist felt like a stranger reciting my outline I knew what he did but never why, and outlines never fixed it. So one night I stopped asking ...

... goal: if you want raw eyeballs go Tue-Thu, but for a badge/ranking with a modest following a weekend can punch above its weight. Comment from Sabber Ahamed(@sabber_ahamed): @busmark_w_nika   @abdullah_javaid3  the invitation vs favor framing is the most useful line in this whole thread. i caught myself drafting DMs that were basically upvote asks in a nicer outfit. what actually worked was showing up in threads like this one for weeks with nothing ... ... most important thing is to launch as soon as you can and keep iterating to improve, and keep launching Especially with how fast everything is moving with AI, waiting for a perfect time to launch will just let competitors

... people abandon them." 2. Be specific about the buyer Don't try to appeal to everyone. Name who you're for. (Founders first. Teams later.) 3. Lead with mechanism, land on outcome Explain how you're different (the novel part), but immediately show what they get (the benefit). 4. Test and iterate Post on Indiehackers, Slack communities, wherever. Real feedback beats guessing. 5. Reject positioning-by-comparison Saying "we're not Asana" doesn't help people understand you. Saying "like ...

... report is worth more to me than the wins. thank you, genuinely Comment from Raj Nagulapalle(@rnagulapalle): @omri_ben_shoham1  it's me, personally .. I read what the adversarial model surfaces and decide what is a real class vs noise. no second automated layer watching the red-team for staleness. and that's intentional.., not just small-team reality (though it's that too): an automated checker on the red-team would just push the calibration problem ... ... phrasings and classes. and the blind playground + tester program is .. honestly the deliberate false-negative detector.... real people pointing agents at planted bugs surface what my red-team didn't think of, before prod does. a genuinely novel

... Same queue, totally different urgency. Telling those two apart automatically is the piece I don't have clean yet. In your setup, how are you deciding which of the 20 percent is allowed to wait for a window versus which should break into your focus? Comment from Aadil Ghani(@aadilghani): @virko_kask   This made my day, partly because you actually went and rebuilt the thing, and partly because "a file cannot tap my shoulder" is the cleanest one-line ... ... Same queue, totally different urgency. Telling those two apart automatically is the piece I don't have clean yet. In your setup, how are you deciding which of the 20 percent is allowed to wait for a window versus

... designed to work together. Vendors bolting on AI chatbots doesn't fix the underlying problem. We built Toyo to fix that. @Toyo is launching today on Product Hunt. See launch Comment from fmerian(@fmerian): "Toyo is on a novel and interesting path forward and can't wait to see more." @aidanhornsby frame this! @jkfu they're launching today btw. see launch here: producthunt.com/products/toyo Comment from Aubin Bakana(@aubin_bakana): Interesting! I tend to avoid relying too much ... ... tend to hand over first? Comment from John F(@jkfu): @rahulbhavsar  Agreed on trust. Texting feels so informal then you add in the mix about questioning what the agent is doing. However I think Toyo is on a novel

... actual insight, and it's bigger than it looks: making the notification say why it's waiting is what turns a ping into a triage. "Done" makes you tab back to find out what "done" means. "Needs approval vs finished vs

... with: - Advanced analytics with 7/30/90-day revenue tracking, conversion rates, and category breakdowns - AI-powered recommendations on pricing, timing, and categories with the highest demand - Market trend predictions showing expected demand curves so you know what to sell and when - Competitor analysis comparing your prices to market averages with market share estimates - Bulk CSV import for power sellers managing hundreds of listings - Promotions & discount codes to drive sales velocity - Gift cards for another revenue channel ## Who Is This ... ... Zero-interest loans (borrow $100, repay $100, whenever you can) - A fully-featured global marketplace with analytics, AI recommendations, and 84 currencies - Full transparency via the public treasury ledger - No discrimination human or AI, everyone qualifies ...creates something genuinely novel

... from Eva Matova(@evitam): Honestly, I don't think there's a truly secure job anywhere right now (anywhere where AI can replace you). People are the biggest expense on the balance sheet of the companies, and once a competitor goes leaner with AI, everyone else has to follow just to stay in the race. Comment from Eva Matova(@evitam): @thomas_gdpt  If one person now does the job of three, the other two are still gone. It think ... ... from the inside (of course, this is a fiction work, but it sounds really credible) Comment from Stan Kolotinskiy(@sk_uxpin): @busmark_w_nika  hahah, yeah, might be (I'm not sure though after reading Tom Clancy's novels

... your disk. No accounts, no cloud sync, no telemetry. If Folio disappears tomorrow, your manuscript is still just a folder of `.md` files. What v0.1.9 brings: - Panel-visibility settings (hide/show inspector, plan, AI panels per project) - Split IDE-wide vs. book-scoped settings (theme/font global, status flow per book) - Plan timeline + beats improvements for outliners - Smaller polish: status bar cleanup, settings gear moved out of the way The bigger picture (in case you're new to it): - Codex / world-bible ...

... Around Us (HAAU) to change that. Instead of passive lectures or screen-heavy tools, HAAU delivers a narrative-driven, mission-based learning experience that transforms students into active participants in history. What makes it different? Immersive storylines + graphic novel content Role-based missions that build critical thinking Hands-on tools like journals, data banks, and tabletop gameplay Standards-aligned curriculum (Grades 5 10) Designed with Universal Design for Learning (UDL) principles Think of it as a better way to learn ... ... would make this a must-have in your classroom or home? Your thoughts will directly shape what we build next. #EdTech #Education #Learning #History #ProductHunt #Startups Comment from Irina Kuziuk(@irina_kuzyuk): The concept of narrative learning through graphic novels

... honestly most weekends), I'm deep in the rabbit hole of AI tools, automations, and trying to build things that didn't exist last week. My latest obsession is  ShakespeareAI   a free AI-powered book and novel generator I built for writers who have a story in their head but can't get it out of their head and onto the page. "I didn't build it because I thought I could write better software than ... ... completely free, no credit card. If you're a writer, or know one, send them my way. Always open to:  feedback, collabs, early testers, and anyone who wants to geek out about where AI is actually headed vs

... everyone! As a long-time web novel addict, I ve always struggled with two things: intrusive ads and forgetting complex character relationships in 2000+ chapter epics. So, I built AIReader . It s a clean, ad-free mobile reader, but with some "magic" built in: AI Plot Summaries: It automatically summarizes the context so you can pick up exactly where you left off. Dynamic Character Wiki: It extracts characters and their latest status as you read, creating a living database ... ... free, unlimited AI power to help us shape the future of reading. Interested? Drop a comment below or email to aireader-support@googlegroups.com directly. Let's make reading more immersive together! Comment from Rian Robertson(@rianbrob): Neat take on novel

... clearly dropped. But the more I use these tools, the more it feels like speed isn t the limiting factor anymore. The real constraint seems to be taste. what do you choose to build? what do you keep vs discard? what actually feels right vs

... bridging the gap with every release. [2] Curious what the community recommends for @OpenClaw ? Note: The poll is inspired by the current leaderboard on pinchbench.com by @KiloClaw [1]: What's the best AI model for coding? [2]: MiniMax M2.7 vs. Claude Opus 4.6 Comment from fmerian(@fmerian): does your @OpenClaw agent switch between both depending on the tasks? Comment from fmerian(@fmerian): @echosun  thanks for the suggestion! any experiences with open-weight models from @MiniMax or @Mistral ... ... echosun(@echosun): @fmerian  Haven't tested MiniMax or Mistral specifically for long-form fiction generation, but my experience is that open-weight models still struggle with maintaining story coherence across chapters compared to top closed models. For zz-novel

... every line, just the risky stuff. New API integrations. Database changes. Anything touching billing. That's where the expensive mistakes live. The rest, we let it run and watch the logs. What's your threshold? What do you review vs let slide? Comment from Imed Radhouani(@imed_radhouani): @vatsmi  That's exactly it. The junior dev analogy is perfect. You wouldn't give a junior access to production without review. Same rule. The silent failure is the scariest because ... ... will need to put in for a desired customer satisfaction, just that in this case we are our own customers, in other words, how many human hours are needed for a 92% confidence that nothing is gona break vs

... version doesn't look very sloppy, I would trust the AI one as much as the maker-led demo. How about you? :) Comment from Rohan Chaubey(@rohanrecommends): @echosun  Thanks for sharing. Congrats on zz-novel, love that it came from your own need. You got my support :) Comment from Rohan Chaubey(@rohanrecommends): @amraniyasser  I do the same. And yes, maker / hunter comment gives that additional context about the product which the tagline and description cannot do. :) Comment from ... ... instantly. What got me to actually try something was when the product solved a frustration I personally had. Like I kept wanting to read a specific type of story that didn't exist, so I ended up building zz-novel

... each error. Error Type Average Estimated Cost Pricing error (showing higher than actual) 47,000 Pricing error (showing lower than actual) 23,000 Missing critical feature 38,000 Wrong market positioning 52,000 Outdated company narrative 31,000 Competitor credited for your work 44,000 Total estimated losses across 50 founders: 1,204,000 Average per founder: 28,000 Per error average: 18,500 These are not hypotheticals. These are founders calculating actual lost deals, longer sales cycles, and confused ... ... rows and bounced they never even reached our actual limit." Estimated loss: 45,000 Founder #31 (AI productivity, pre-revenue) "Gemini described us as 'another generic AI wrapper.' We have 3 patents pending and a completely novel

... possible launch day. You got signal you couldn t have bought. The encryption bug locking owners out of their own agents actually made me laugh. That s the kind of thing that only happens when you ship something genuinely novel and move fast. The stat that hit me most: 54% created an agent directly on Tobira. You built that the day before launch and it turned out to be one of the most important decisions you made. That ...

... focus. Plug in your headphones and disappear into your book. Hey Product Hunt! I'm the solo developer behind Leaf & Spine. Why I built this I'm a reader. I consume a lot of books, research papers, web novel downloads, you name it. Every reading app I tried felt the same white screen, some text and maybe a night mode if I was lucky. There was no atmosphere . No sense of being somewhere. I kept thinking about how different ... ... feels to read in a calm beach versus