... Product Hunt! I'm Samantha, a registered nurse and the founder of Nuvela AI. For years, I watched patients leave the hospital with discharge papers, medication lists, and lab results they didn't fully understand. They'd often nod along during discharge because they were overwhelmed, then get home and realize they had no idea what half of it meant. I kept thinking... "There has to be a better way." So I built Nuvela AI. Upload almost any medical document ...

... built around helping teams set up automation flows more efficiently: https://www.producthunt.com/prod... Comment from Nolan Vu(@nolan_vu): @abhayraghuwanshi  Thanks for breaking this down, man, it's genuinely helpful to see the raw process. The local model vs cloud model tradeoff you mentioned is such a real pain point, I've seen a bunch of builders hit that same wall with installation overhead and just cave to cloud + own API key eventually. Putting everything into one difference project ... ... right audience. Comment from Nolan Vu(@nolan_vu): @thenameisarian  Interesting, alternative

... busmark_w_nika  not secret :) just close family friends :) Comment from Ajin Sunny(@ajinsunny): I reaffirm myself with positive speech. Seek help from closed communities that I have cultivated over the years. Comment from Nika(@busmark_w_nika): @samantha_hulkower_paperin  That is cool to know that there is this kind of support. If some of those communities can be joined also by others, feel free to share :) Comment from Nika(@busmark_w_nika): @flowti ... ... They often help me spot their proven strategies, rethink my approach, and see where I need to improve. For me, support comes from learning, taking a reset, and then getting back to work with a clearer plan. Comment from Samantha

... added to the Testflight beta group. Beta testers who submit feedback get free access to the app for an entire year :) Comment from Nolan Patrick(@nolan_patrick): How are you onboarding users into the app? Comment from Samantha Alexander(@samtalksfood): @jessica_flower  we think so! But the only way to know for sure is to have people test it out. Are you game? Comment from Samantha

... Claude code or GPT Copilot extension for VSCode more than Cursor. I don't understand the hype around Cursor, why is it better than just having an extension? Comment from Germ n Merlo(@german_merlo1): I was trying Cursor and VS + Copilot, and the first one is better by far. Starting now to test Claude Comment from Ali Ulu(@ali_ulu): My biggest issue with juggling multiple AI agents has been the lack of shared memory constant context loss between tools ... ... Codex offers much higher limits than Claude. That's clearly their play to gain market share. I have a question: What's everyone used to test or validate their prototypes? Comment from Tobias Reithmeier(@comicsans): It's Claude and VS

... train Querri in such a way it could understand specific industries and usecases deeply and draw a deep context and and narrative straight from the raw data without much of prompt engineering. Comment from Neelam Chakrabarty(@querri): @samantha_den  That is so true. Once some kind data contamination seeps into your data via manual data entry or any other accidents/errors/poor processes, it could end up becoming an invisible monster. That's why it is so important to not rely ... ... their data. Comment from Amy Ingram(@amy_ingram): @drewdunham  That is an interesting thought. How would you go about that? Like upload a text document alongside the data to give it context? Comment from Amy Ingram(@amy_ingram): @samantha

... make sense it would be not accurate to say which text variation performed better. I m fixing this. Expect some UI changes in the upcoming days. I ll keep this forum updated. Cheers Comment from Diego Durli(@diegodurli): @samantha_den  yes, exactly, that s the overall idea: provide an insanely simple tool for founders! Comment from Diego Durli(@diegodurli): @chrishicken  thank you, appreciated! Be aware that I ve already identified a bug when picking targets, fixing that ...