... people into your denominator forever and makes a healthy product look sick. Their suggestion is to rebase from month zero to month three, once the curve flattens, and read M12 divided by M3 as the real signal. On that basis the leading AI companies look fine, and some show a "smiling" curve where lapsed users return as the product improves. I find that convincing and I still think it cuts both ways. Rebasing gives you a truer read of your ...

... getting blindsided. is this actually useful, or overkill for a small crew that just wants a simple number? Pre-built templates by trade (electrical, HVAC, plumbing, subcontracting) so you're not starting from scratch. worth it? Its a good basis for businesses to already build off of, but these industries might be too nuanced? QuickBooks integration, so it pulls real numbers instead of manual entry. This feature seems to have the most apparent upside and just nice to have either ...

... technical founders who have faced the same problem, how did you find the right business/marketing partner? Did you: Find a co-founder with complementary skills? Work with an agency or growth specialist? Partner with someone on a revenue-share basis? Build an audience first and then launch products? Find distribution through existing businesses or partnerships? I m particularly interested in hearing from people who have actually taken products from building launching acquiring customers generating revenue. I'd love to hear ...

... tool updates Added circle and square annotations Auto-fade feature- annotations automatically fade out after a configurable number of seconds New zoom tools that magnify part of the shared region Improved tool selection and clearing on a per-tool basis Whiteboard updates Save the whiteboard to a .png image for offline viewing Removed the selection tool- shapes can now be moved around easily without it Ability to hide/unhide the annotation toolbar Improved screen updating during moving/resizing the region Thanks again ...

... there I checked our AI register, which is the document you hand someone when they ask what AI you run. Eight systems on it. All internal scheduled agents: support triage, lead monitoring, a reporting job. Each with a lawful basis, a risk rating, a review date. The chat widget was not on it. The only public, unauthenticated, customer facing AI we run was the one system missing from the list. Nobody was careless. The register was built by going through ...

... hidden jobs and turn them into stronger applications. I built it because i was exhausted to visit dozen of websites daily and apply jobs so i build a platform which discover fresh roles from company career pages on daily basis and public ATS boards and trusted hiring sources. Honestly I'm learning as much from lurking in these forums as I did building the thing. Rather than just show up on launch day and disappear, I want to actually ... ... part of this community swap notes with other early-stage makers, give real feedback on other people's builds, and figure out what actually works here versus

... reality for a European company. Most of the best speech and AI services run on US infrastructure. The moment audio, transcripts, or personal data leave the EU and land on a US server, you're in GDPR territory: lawful basis, transfer mechanism, sub-processors, all of it. For many of our enterprise and public-sector users, that alone rules out half the market before accuracy or price even come up. The legal ground keeps moving, too. The EU-US Data ...

... gearing up to launch NexQL an AI-native PostgreSQL extension built entirely inside VS Code to replace bloated standalone clients and fragmented extensions. We've integrated everything from a fluid tree explorer and interactive SQL notebooks to visual schema designers and live dashboard monitoring directly into your editor. But here's the thing: we don't want to build this in a vacuum. We want to build it for your daily engineering workflows. Whether you are optimizing massive multi-tenant ... ... schema layout, we want to know what hurts the most about your current local or cloud database setup. We d love to hear your thoughts on: What is the single biggest missing feature or annoyance in your current VS

... Cursor: coding Supabase: backend and auth Vercel: hosting GitHub: version control Google Search Console: SEO Campix: my own project, camp software, yes I'm biased Comment from Hans Desjarlais(@ismaelyws): Gmail Calendly Claude Code Google Docs & Sheets VS Code Comment from Bill Davis(@billspaced): @nolan_vu  Slack, not because I love it but because everything dies without it. YESSSSSSSSSSSSS Comment from Bill Davis(@billspaced): @riya_pariyar   @benfleming   @asapx  same question... never heard ... ... solo founder, these are the five tools I use almost every day: ChatGPT VS

... things AI cannot generate. Real examples. Hard-earned insights. A point of view that is not just a remix of the top 10 results. What I am curious about Have you noticed your content becoming more similar to your competitors over the past year? Not because you copied them. Because you are both optimizing for the same AI signals. Imed Radhouani Founder & CTO Rankfender rankfender.com Comment from Faisal Javaid(@faisaljavaid): One of the reason it's all look same ... ... that everybody are using AI tools and since AI models on same data basis

... 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

... communication style injected into every response. They know who you are before you say a word. No re-explaining yourself every session. COBRA is designed to break down the context barrier when using AI models on a daily basis. COBRA learns and has memory the more you use it. But your custom COBRA-ID profile gives you more control. This vastly improves the AI experience for the average user. The Echo Realm UI is your daily Command Center with ... ... card battles with Echo Signals on the line - Win and claim your opponent's cards as permanent trophies COBRA is entertaining and productive. It has rich lore, story and depth behind the characters that help you on a daily basis

... Rebuilding is a strategy. When code is cheap, you can rebuild often. Don't like how it came out? Try again. Go further just to see what happens. "What happens" is where the learning lives. Writing is still the basis of the product. I still hear Charlie in my head: "this is a sh*t ticket" . Lazy writing means burning tokens and wrong outputs. If you didn't write it, don't get upset when the agent didn't build ...

... text. Even the general structure doesn't tell you much, at least for articles where humans were pushed into the same handful of SEO-friendly templates before generative AI became widespread. Comment from Fabrizio Pfannl(@fabriziowexare): Honest answer: AI-vs-human detection is mostly broken now. What still works is detecting whether a piece of writing was edited by someone with an opinion versus

... Built for the folks who work with photos and videos on a daily basis, Studio is the workflow-agnostic media workspace; It doesn t just analyze the media you upload to it, it builds an agentic visual memory and runs workflows to understand and act on your team s photos and videos. Support our launch https://www.producthunt.com/prod... What you can do with it today: Search through thousands of photos and videos by their content. Ask it to find ...

... thought we knew We assumed enterprise customers wanted the same things as our small business users, just more of it. More security. More control. More features. We never talked to them. We read blog posts. We looked at competitor pricing pages. We guessed. Here's what we missed: Procurement cycles. Enterprise deals take 6-12 months. We had 30-day sales cycles. We weren't built for that. Security reviews. We needed SOC2. We didn't have it. Customers asked ... ... that assumptions are incredibly expensive. Building for the customer you want instead of the customer you have can drain months of focus and budget. What really stands out is the contrast between 47 real requests for API limits vs

... very curious if others have the same plateau problem and would like to do something about it. I d love to hear from other learners or builders: How do you keep enlarging your vocabulary on a daily basis? Looking forward to hearing your strategies! Thanks ...

... everyone!! How's it going?? I've recently built a tool that analyzes business ideas on the basis of their financial feasibility and environmental impact for free. I'm currently looking for testers to try it out and give honest feedback. Would you be interested ...

... with a less precise one makes people mad . But that's what Windsurf has done : What's changing: No more credits. Your Free, Pro, or Teams plan includes a usage allowance that refreshes automatically on a daily and weekly basis. For the majority of users, this quota will be enough to fully cover all agent usage. For paid plans, if you go beyond your included usage, you can purchase extra usage which will be consumed at API pricing. What ...

... once described as carefully shaped slices of reality where headlines, ranking systems, editorial incentives, repetition, and platform mechanics all influence what reaches us before we ve had a chance to make sense of it ourselves. That idea became the basis for The Architecture of Attention . Building Lucid changed the way I think about product design more broadly. A few lessons have travelled well beyond media: First, more information does not automatically create more understanding. People usually need better context, better ...

... need to reach a break even. - How much revenue you want to get. That could help you shape the target of your commercial services. Comment from M nevver Ertun (@munevver_ertuncc): I like the way you framed it around general vs tailored value, that s a really clean way to think about it. For products, it often feels similar: free should help users understand the value, while paid should unlock outcomes they can t easily get on their own. The tricky ... ... dozens of high-quality one-off videos every year. But if you want a 25-hour course on some deeper subject (how to play piano, speak French, etc) this is a different medium entirely. It is hard to consume vs

... product. We were looking for a product to help us create the demo for our new launch for @CoreSight and Clueso was exactly what we needed. Comment from mina(@minach): This clicked for me ,especially the tradeoff between big vs small products. I've been building a productivity/automation tool and hadn't thought about shoutouts as a distribution layer beyond launch day. The founder review mechanic is underrated. It's essentially evergreen content tied to a product page that compounds ... ... project touched so many people Comment from Alon Hamudot(@alonhmdt): @kevin_mcdonagh1 So happy to read about it! You made my day. What's your favorite channel? I'm keeping on updating the channels with more clips on daily basis

... everything around the automation: cron jobs, local triggers, manual orchestration, etc. We talk a bit about this in our latest blog post here . This update addresses these challenges by providing a simple way to deploy automations on a scheduled basis in our remote execution environment. What s new: Scheduled Executions You can now run notebooks on a recurring schedule - hourly, daily, weekly, or monthly - directly in BrowserBook. No custom cron jobs, no external schedulers, no local processes to maintain. Simple ...

... social media, and manages my spreadsheets while i sleep. sounds insane but after a few weeks you stop thinking about it the same way you stopped thinking about autofill having your credit card. the real question isnt trust vs no trust, its what guardrails you set up. mine cant send emails without me approving the draft first. cant post publicly without a review step. but it can read, organize, research, and draft freely. thats the line that works ... ... taught me this the hard way: an AI that gives a confident-sounding answer when it's actually guessing is more dangerous than one that says it isn't sure yet. We ended up building explicit confidence grading (Verified vs

... common source of frustrations in a lot of such companies is finding evidences twice a year for promo-pack or self-evaluations. Last couple of months I worked on reflekto.app , that help with capturing work on daily basis. Current set of features: manual logging of work filters, grouping by date, etc. automatic sync of merged PRs from Github and Gitlab MCP server, so you can talk through the MCP with your past slef :) or capture the work that ...