... Type 2, gestational diabetes, prediabetes, another type, or currently unknown. FitBin then calculates an estimated daily nutrition plan that may include: Calories Protein Carbohydrates Total fat Saturated fat Fiber Sugar Sodium Water Selected vitamins and minerals These estimates are based on the user s profile, activity, goals, and available health information. The calculations are presented transparently and are treated as guidance rather than medical prescriptions. AI-powered food recognition The primary FitBin experience begins when a user photographs food ... ... application analyzes the image and attempts to identify: Individual food items Beverages Estimated serving sizes Preparation methods Possible ingredients Potential allergens Calories and macronutrients Fiber, sugar, sodium, and other available nutrients Estimated liquid and water content Because image-based

... Base LLMs do solid language output and a decent level of general reasoning. But they have no industry-specific expertise built in, especially for complex domains like B2B go-to-market, corporate law, or similar fields that require deep domain knowledge. And they can't have it, because that expertise was never in their training data. The judgment of a top GTM strategist, the reasoning behind why one positioning works and another dies, the frameworks experts actually use to make ... ... democratise this and share with others. No amount of scraping the internet gets you there. In fact, top strategy consultancies like McKinsey, world-renowned marketing agencies like Saatchi & Saatchi, and big tech like Google rely on proprietary knowledge bases

... keep the user experience smooth. This way, the product stays accessible until the user reaches a certain scale. Comment from Chris Conlee(@conleec): @mario_gomez0710   @hafiz_aderemi   Agreed. With my upcoming S3-based app I made a free level that has the base

... environment What s been harder than expected than the stack itself is everything around it: auth + permissions are getting complex fast (especially with multi-client setups) data pipelines + syncing are way harder than expected deciding what to precompute vs calculate on demand is still an ongoing trade-off Feels like the product isn t just build features it s designing a system that stays manageable as data + clients grow. Curious how others handled this: did you optimize your data layer ... ... only after things started breaking? Comment from Stephen Gray(@sparrowtechnology): I'm building SlideOS that just launched. An AI generator for presentations that takes a unique approach and actually follows your branding and layout requirements. It's a web based

... This release is all about helping you get more out of Recall. We've created comprehensive use case guides and a detailed tutorial based on your feedback, showing you exactly how to unlock Recall's full potential in your daily life. Use-Cases We ve put together a full set of use case guides showing how people are using Recall in their daily lives, from studying smarter to organizing personal projects. Here s a sneak peek at what s covered ... ... Huberman or Tim Ferriss) with your own notes.   Smart notes: Turn personal notes and journals into connected, searchable knowledge.   For students: Centralize your study materials , take smarter notes, and quiz yourself.   Personal interests: Build mini- knowledge bases

... Kandbe is now live on Product Hunt! https://www.producthunt.com/prod... What is Kandbe? It's a managed knowledge base with a library of KB articles already built-in . Instead of throwing yet another AI prompt at you, we decided to just write all the support guides ourselves. And the articles are automatically kept up to date . What other knowledge base

... applications. Why? Because we saw so many businesses excited by LLMs but completely stumped on how to actually implement them. It's a real pain point! Right now, our main focus is helping companies build out their enterprise knowledge bases basically waking up all that dormant data and documentation with AI so it can actually be useful. Somehow, we've already worked on or consulted for 15+ of these knowledge base

... p/bolt-new community, I recently started building Couples Hub ( https://coupleshub.io/ ) a React-based application and Next.js based