... would follow. Now, barely a year later, text-to-SQL is a solved problem. Our AI analyst almost never makes technical mistakes anymore. It generates clean SQL. It respects schemas. It handles edge cases that used to be a minefield. And yet, the product still isn t done. Not even close. Because the stuff that s left doesn t show up in the old evals. The real challenges are squishier now. They re about taste. Context. Judgment. Whether ... ... kind of problem that s hard to even describe without sounding vague. But you feel it instantly when you use the tool. You can tell when the AI is pulling on the thread you would pull on, versus

... everyone, Quick update on MineWars v1.2 and a request for community feedback. MineWars

... Product Hunt I m Mohsen a software engineer turned indie founder. I build products across very different domains. One is MyHealth Rex , a privacy-first app for managing personal and family health records. The other is MineWars , a modern, strategy-focused take on classic Minesweeper

... your Meta Ads Manager Comment from Purva Gupta(@purva_guptaa): @rohanrecommends  Thanks for pointing out the gap. PS I know I'm biased but our model works best and can actually offer in-depth insights that no current competitor is currently matching. I'll somehow integrate that in my tagline. :) Comment from Tom Tomaszewski(@tom_tms): Let's go: reThrive - Discover your True Age Comment from Nikita Sorokin(@nikita_40in): Hey! "Cheat code to studio-grade landing pages" Comment ... ... Comment from Arsen Ibragimov(@iamarsenibragimov): AI Executive Search Copilot Comment from Nick K.(@duck_muscle): Embrace the bizarre Comment from Darius Jokubaitis(@jokubaitisd): Validate Concepts. Fix Attention Errors. Defend with Data Comment from Ash Alwi(@ash_alwi): Here is mine

... AES256_GCM,data:9mNP...,iv:...,tag:...] STRIPE_KEY=ENC[AES256_GCM,data:2fKM...,iv:...,tag:...] It was elegant. It was technically sound. It solved a real problem. So I hit up Tony he s a friend of mine and has been in the software world for like 20 years and I spent about 30 minutes rambling about this idea. When I finally stopped, he hit me with something that made me feel a little dumb, but honestly saved ... ... today. We're building toward 10x better. And we're doing it by solving the fundamental problem: AI tools don't remember. Projects do. Where We Are Now (The Foundation): 1. Universal Platform Support Works with Claude Desktop, Cursor, VS

... everyone, I m Irfan, a blogging & SEO enthusiast who likes building niche content sites. Recently I created a small project for Minecraft players who are searching for a safe and clear way to download and install Jenny Mod. On the site I ve tried to: explain what the mod is and how it works give step-by-step install guides for Java & MCPE keep only clean links and avoid spammy download sites If anyone here plays Minecraft

... Over the last few weeks, I ve been tightening the fundamentals: Google Calendar sync is done Real two-way updates, no hacks, no scraping, no unofficial endpoints. Proper conflict handling + clean ACE envelopes. Microsoft is next Graph is a minefield of inconsistent behaviours depending on account type, delegated vs

... than the industry average. The Numbers: For the highly utilized 0-32K Tokens input range, the model is priced at approximately 1.20 RMB/million input Tokens and 8.00 RMB/million output Tokens . Real-World Example: Tests suggest generating a playable "Minecraft" replica demo cost less than 0.2 RMB using this model. Performance Benchmark: In major programming evaluation sets, Doubao-Seed-Code s overall performance is reported to be only second to the current top model, Claude Sonnet 4.5 , outperforming several other ... ... active error planning and self-correction during development. Let's Discuss: What Does This Mean for the Community? The competition in AI coding is heating up, with models increasingly focusing on the balance between power and budget . A new competitor

... event for startup founders on reaching audiences across press, video, social, and events. (The next one is November 8 in San Francisco, and I hope to see you there.) Some attendees even asked if Athena was a client of mine. Nope.* This was just me geeking out on the puzzle of storytelling the way a narrative gets pieced together, why a journalist pauses, and how founders can learn from it. Because the better you understand the anatomy of a story ... ... your routine: Read the outlets read by your target audience, and pay attention to what s being covered (and what s not). Follow relevant reporters on X and other social platforms. Set up Google News alerts on your competitors

... Mine s at 858 days and it s personal. Currently sitting at 858 days which puts me at #29 on the Product Hunt streak leaderboard. But here's the kicker: I once lost a streak of around 150+ days due to a slip-up. If that hadn t happened, I d likely be in the top 10 right now. Still stings a little Funny thing about the streak leaderboard it s kind of a zero-sum game. Like ... ... think about this competitive patience mechanic? Is it fair? Is it fun? Let s talk streaks And last but not the least what's the value you obtain from the streak? Comment from Martin Rue(@martin_rue): Mine

... helping teachers, but now I'm not so sure. I'm not fully ready to pivot yet, which is why I wanted to go on product hunt to see if there even is any fit for a product like mine in the Corporate L&D/Training space. From my research so far, I haven't seen any tools in the space that generate lessons like mine

... also tech newbies): What was THE FIRST THING YOU VIBECODED? Feel free to share the link or the picture What tool did you use? What was the most difficult part? Did you earn any money with that? Here is mine: It was supposed to be a directory of Bluesky tools I used v0.dev by @Vercel The most difficult parts were to define something + It also rewrote good parts of the code, so it was kind of a mess ... ... from the start without previous experience? :) Comment from Nika(@busmark_w_nika): @jalalnasser  what does your project do? Comment from Nika(@busmark_w_nika): @justin_fitfor  Are you also a workout enthusiast? :D Comment from Noah(@knownquantity): mine

... skip the snooze-fest and get straight to the point. It s like having a mini assistant who reads your inbox so you don t have to. Less scrolling, more doing, finally, email made easy! ( Source ) AI vs. Bitcoin: The Energy Battle You Didn t Know Was On AI data centers are chowing down on electricity like there s no tomorrow kind of like Bitcoin miners

... Mine: If you need a user to read docs before they get value your UX is broken. What s yours? Comment from Juan Bautista Beck(@juan_bautista_beck): @chaosandcoffee I totally agree! I think users should be able to try the product before having to login or do onboarding. Comment from Furqaan(@chaosandcoffee): @juan_bautista_beck Mine

... Minecraft Mod Sync is a lightweight Node CLI designed to eliminate the hassle of manually downloading Minecraft

... Product Hunt! I m a developer + trader, currently building Centavracoin a Web3 economic game where users mine metals, earn tokens, and fund the future of private space exploration Live as a Telegram Mini App Powered by Jetton on TON blockchain Play-to-Earn mechanics + real community-driven economics Multiple languages, referral system, and NFT-based mining

... attention. I wrote my most viral post in 10 minutes while having morning coffee. You never know what will take off. Don't overthink it, just start writing and posting. 2. Don't be afraid to help competitors Some people say building in public I only give my competitors

... train, or just escaping the noise for a minute. And I didn t need 3 months of strategy to realize this truth: Most platforms fail because they re too busy trying to impress everyone . I built mine to help someone . One person. One book. One play button. That s it. And guess what? It actually worked . Not perfectly. Not beautifully. But functionally. And that already puts it ahead of 99% of ideas sitting in people s heads . Next ... ... time if you want. Helps if you re learning English. Helps if you re tired. Helps if you just like seeing words hit your ears. That s it. No crazy features. No algorithm. No for you section built to mine

... using Deepseek and enjoy it like I do, I created this chrome extension to organize all your chats in folders, subfolders and pin as favorites. There are no good alternatives I found because the one that exists are broken and they feel so out of touch with the UI. I did mine

... products got banned because they did just that. Make sure your first comment on your launch page is clear and explains the product's value and the problem it solves. Don't get creative. Just be straightforward. Again, check mine. I used others to structure mine

... fairly loaded topic. Analytics & Building Your Own Admin Tools Easily integrate Google Analytics by simply inputting your measurement ID into Bolt for basic user insights. Remember to ask it to track key events across your application. Alternatively, build your own internal admin-only analytics dashboard for more detailed engagement tracking, such as daily and monthly active users, and specific engagement metrics. Once your app is live, monitor feature that are getting used the most and proactively prune features that ... ... prompt it with: "What s a secure but simple way to implement this? Do not make code changes yet" Bolt often defaults to generating numerous Supabase hooks, which may impact performance negatively. Clearly distinguish when to use backend APIs versus

... bills adding up, especially for early tools that might not be part of my everyday stack yet , but show a lot of potential. Plus, as a user, it creates this weirdly satisfying feeling of ownership. Like Yep, this is mine now. Of course, I get why subscriptions exist too, they help keep products sustainable and support ongoing development and as a founder myself, in most cases I would prefer using subscriptions, because it is more predictable. Curious to hear your ...

... before sign up :) Comment from Mahima Manik(@mahima_manik): @praveen_chary  Thanks a ton for the thoughtful feedback really appreciate you taking the time Totally hear you on the positioning I ve been torn between keeping it broad vs doubling down on sales folks. But your point about the hero section makes complete sense (and love that headline suggestion btw ). I will definitely on website copy change to make the calendar integration & daily email briefs feature stand ... ... tech? Comment from Harriet Morton-Liddle(@harriet_morton_liddle): Nugget Savings please! Comment from Ben Griese(@ben_griese): @hedgeavenue that's such a good question! Personally, I like it when something is fully released for me to try vs

... After Levelsio started posting about his latest project on Twitter, other creators started following him. They created a game that resembles a Minecraft/Sims hybrid, where they offer sponsorship. In itself, this can have an audience and be interesting for two reasons: nostalgia (memories) gaming (a kind of leisure time activity) So what makes this game special and why is this trend spreading so quickly? After all, something like this has been around before for example, Cryptovoxels from ... ... more complex, it seems people are drawn more to simpler and more primitive things, just like how Y2K became a trend. Comment from Juan Secchi(@juan): It'sn't reminiscent of the '80s; it's more like blocky and Minecrafty

... ICYMI: @levelsio shipped a flight simulator game last week. It's pretty fun, it's got some low poly / minecraft-esque graphics, pretty good physics, a turbo boost, and even PvP. The kicker is he built it, at least the version one anyway entirely by prompting @Cursor . It got me thinking about a question that a ton of people have tried to answer in the past few years; What does the future look like for someone getting into development ... ... gabe): Personally feel that the way people break into development will change and the expectations of developers will change. People will now be able to learn alongside AI tools and discover a new passion for dev work this way vs