... structure, including backend logic and database setup, using popular open-source stacks. We're seeking your honest feedback: When you're vibe coding, how important is it for the initial build to be on a specific "production-ready" stack versus just getting a working concept out ASAP (even if it's less "clean" initially)? If AI could help you instantly generate a v1 of your app on, say, React with a Python backend and a Postgres, what's the first ... ... this way? What are your biggest frustrations when AI code-gen tools don't quite get your chosen tech stack or architecture right? What would make you trust AI more for the foundational parts of your vibe projects? Really keen

... understood in the first 5 10 seconds. Right now the value is strong, but the mental model (job CV scoring ranking) could be made more instantly obvious for first-time users. Curious how you re thinking about onboarding clarity vs feature depth. Comment from Glen(@glen11): @matty_reed  clear positioning is usually the hardest part to get right early on. Curious how you re thinking about scaling it beyond direct landing page traffic? Comment from Glen(@glen11): @mahima_manik ... ... Ribenboim(@alexandre_ribenboim1): Let's do this! https://defog.report Comment from Yacine Anzar(@yvcn69): Let s do it, I just launched : https://hiddenleads.app Comment from Ali Razzak(@distraught): Buddies and I have been working on this for a minute. Keen

... quality posts out, and they have no obligation towards me. There's benefit in posting on ProductHunt regardless. However I learned that getting featured is super important. I love getting inspired by all the great products, and would be keen to learn from experienced users and prevent not getting featured next time - could you have a look at my post , the landing page , maybe try the product with the demo account ? Don't hold back, keen

... real market need. It made me wonder: as builders and enthusiasts, how can we avoid this trap? I often hear that to succeed in tech, you just need a decent product and some funding. But I m keen to discuss and gather insights from the community on the most critical elements for a tech company to thrive. I've been considering three key areas: Problem: How do we, as a community of builders, effectively validate whether a problem is worth ... ... development? Have you seen creative approaches to monetisation that go beyond the obvious? Attention: Beyond the usual paid ads and social media grind, what unconventional or memorable ways have you found to draw attention to your product or service? keen

... Just introducing myself. My passion is Keenforms, a form builder with a no code rules engine. Launch point zero is a tiny project, a directory of all the sites I tried to launch keenforms