... Building FitScan AI (meal photo macros) and the part that keeps surprising me isn t the first AI guess it s the correction UX after it. Photo logging is great until the model thinks your light olive oil drizzle is a tablespoon, or merges two sides into one item. If fixing that takes more taps than searching MyFitnessPal, people abandon the scan and go back to typing. What s been working for us: Show calories + P/C/F immediately, but treat ...

... kanverseitsolutions.netlify.app/ We'll use this forum to share new experiments, technical results, failures, improvements and demonstrations as we continue building. Thank you for being among the first people to follow the journey. Kanverse Comment from Selvanathan Rajanikanth(@kevinmmxi): @oliver_graf1  Kanverse separates discovery from selection . First, the bridge discovers available GPUs/providers and normalizes their capabilities. Then the workload declares what it needs for example CUDA support, minimum GPU memory, or a preferred GPU class. The matcher filters out devices ... ... through hackathons on Devpost. Check out our Devpost projects and hackathon submissions: https://devpost.com/software/bli... https://devpost.com/software/kan... You'll find working prototypes, technical demonstrations and experiments behind the ideas we're sharing here. More are coming Comment from Oliver

... anywhere you want , which should solve any issues you were having with zooming ! Check out the short video in the features section on our website: https://screencursor.com/#features Let me know if this is helpful! Comment from Phoenix(@phoenixiam): @oliver_graf1  Thank you! Comment from Gal Dayan(@galdayan): this fixes the thing that always bugged me about auto-zoom tools - the focus point being hardcoded to wherever the cursor is instead of where the actual action is happening ... ... screen. Does the focus point stay fixed for the whole recording once you set it, or can you move it mid-recording if the demo shifts to a different part of the screen? Comment from Oliver

... macOS 15.6+ signed and notarized. Try it / see what's new: https://netfox.app What is the most surprising thing sitting on your own network? I would love to hear what the sweep turns up Comment from Giovambattista Fazioli(@gfazioli): @oliver_graf1   happy to hear that, thx Comment from Oliver

... might work =) Comment from Adana Marukhyan(@adana): @matthewabbottdev  I think paying attention to the content on your website is still important, though. Some subpages are necessary - a blog, FAQ, and so on. Comment from Adana Marukhyan(@adana): @oliver_roberts  What kind of attention do you mean traffic, or engaging and involving users? Comment from Adana Marukhyan(@adana): @matthewbaker  But where does this you need a blog idea even come from? =D There should be relevant and engaging ... ... content actually has something to say. Writing about real product lessons, decisions , and things your users care about feels much more valuable than publishing just for Seo . But I wanna see what works for you\me Comment from Oliver

... When a security tool fires on something you did yourself, how many times does it take before you stop reading that section entirely? Site: https://gfazioli.github.io/octos... Newsletter: https://octoscope.substack.com Mastodon: https://hachyderm.io/@undolog Comment from Giovambattista Fazioli(@gfazioli): @oliver_graf1  'just because you moved things around' is the whole reason it got fixed a folder move was reading as a package that had started executing code at install... annoying is exactly the word for it Comment from Oliver

... More data doesn t solve the problem if reps still have to figure out what to do with it. Turning signals into the right next action is where the real value is. Comment from Adithya Challa(@adithya_challa): Definitely! @oliver_graf1 , I also urged you to check our platform and try to signup to see for yourself! Comment from Oliver

... approval before crossing this threshold. Maybe the cheapest AI agent isn't the one with the cheapest model. Maybe it's the one you can actually control. How are you controlling agent spend today? Comment from Vijay Poudel(@vijaypoudel1): @oliver_graf1  great that it resonated with you Comment from Oliver

... something else entirely? Comment from Rabnoor Singh(@rabnoor_s): @riya_pariyar  exactly, and it arrives disguised as a two day auth ticket. audit logs are the cruel one, you only miss them when someone finally asks Comment from Oliver Graf(@oliver

... actually need this access, and can we prove it? curious who owns this in your team. is there a person, a process, or is it still a shared assumption that nobody has tested? Comment from Riya Pariyar(@riya_pariyar): @oliver_graf1  shared responsibility is just diffused responsibility with better branding. someone has to own the uncomfortable questions, who has this access, do they still need it, and can we prove why they have it. Comment from Aaron Ross(@aaron ... ... aaron_ross_  exactly, and when nobody owns it, every decision gets made by default. permissions accumulate, exceptions get added, and before long the access model reflects the history of the product more than any actual policy. Comment from Oliver

... card stays hidden in Demo Mode. The service lookup on an open port; the certificate card sits beside it See what's new: https://netfox.app Which service on your network would you check first? Comment from Giovambattista Fazioli(@gfazioli): @oliver_graf1  not yet the card stops at the certificate: who it's for, who signed it, when it expires, whether it signs for itself. no version, no cipher. you asked for the cipher suite and not just the version ... ... handshake per candidate and port inspection here deliberately sends one hello and hangs up. if that's the question behind yours, say so: I'd rather build the right one than the one that looks similar Comment from Oliver

... weeks of updates in their head. Genie writes the subject line based on the trajectory, not just today's number, so "amber, amber, amber, still amber" would actually get flagged instead of blending in. Comment from Ziga Potocnik(@zigapotocnik): @oliver_graf1  That's a solid daily routine actually, checking lead and outreach numbers every day is exactly the kind of thing that quietly eats time even when nothing's wrong. Set it up as "check lead volume and outreach ... ... weekly instruction to Genie would work well here. It reads the numbers, tells you what moved and why, so a drift shows up in the notification instead of sitting quiet in a chart for a week. Comment from Oliver

... model does still show is counting. Ask for 40 items, get 34. We over-request and truncate in code rather than trusting the number, and that behavior was about the same everywhere we tested. Comment from Hans Desjarlais(@ismaelyws): @oliver_graf1  Yes, especially for reasoning. We analyze deliverability test reports and generate recommendations for our clients, and Anthropic's Claude Opus 4.5 and Sonnet 4.6 crafted the best responses for our use case. However, I tested different models back ... ... Interesting. Thanks for sharing. Comment from Hans Desjarlais(@ismaelyws): @siarheihamanovich  ha interesting. Looks like Anthropic has a similar feature called Strict Tool Use . Going to look into that further. Thanks for the tip. Comment from Hans Desjarlais(@ismaelyws): @oliver

... variety of ways to use it do too. We've put together an entire docs dedicated to it. You can check it out here https://docs.scrimba.com/explain Let us know in the comments what you think! Comment from Oliver Graf(@oliver

... HeyNews Hobbyist, worth $39, at checkout. Any bid qualifies, so $1 does it. The trial and the listing are separate. Live count of spots is at the top of the page: https://inboxbid.lol Comment from Cagri Sarigoz(@cagrisarigoz): @oliver_graf1  yes, it's in the plans. Comment from Cagri Sarigoz(@cagrisarigoz): @oliver

... tested made me close 3 popups before I could even drop a file. Thanks David, and if a conversion you care about ever breaks in it, I want to hear about it first. Comment from Lisa(@yelyzaveta_kibets): @oliver_graf1  Quick one-off conversions are exactly why I skipped the upload-to-server model, the wait usually takes longer than the conversion itself. Curious what you convert most often, video or audio? Comment from Lisa(@yelyzaveta_kibets): @david_turner12 ... ... Please do, a real broken file beats any feature request. I'd rather hear about the ugly one that failed at 90 percent than the ones that worked) Comment from Lisa(@yelyzaveta_kibets): @oliver

... stuff. Comment from Peter Jenkins(@peter_jenkins1): @moss_ab_mirande_ney   Thaks Moss'Ab Mirande-Ney! You're welcome and I'm glad you're identifying where you might be going wrong. Good luck so far! Comment from Oliver Graf(@oliver

... English when posting or commenting here? - and I m not even talking about actual conversations, calls or meetings =D And do you use AI to help you write, or just write and hit post ? Comment from Adana Marukhyan(@adana): @oliver_roberts  Yes, maybe that s the most practical thing we can do. And what s your first language? Comment from Rabnoor Singh(@rabnoor_s): hindi first, english from school, and the insecurity never fully goes away. what surprised ... ... speaker too. But I am also tired of super-polished, AI-sounding text that doesn t sound like me anymore. I think it is important to be understood as you intended while still keeping your own voice. Comment from Oliver

... mobility & wellness RapiWalk Wellness & weight management RapiShed Joint health ArthroTreat Active lifestyle skincare Gym Mitra One product particularly close to our heart is Aarogya Kesha , our purely herbal hair rejuvenating oil. It combines ingredients such as lavender, olive, triphala and hibiscus and is designed around everyday hair and scalp care. We re not here to claim that nature is a magic solution to everything. Instead, we're interested in a more practical question: How can we use what ...

... other side proud and a little wiser, exactly as you hoped. Two makers a day apart, both grateful rather than wrecked, that's a good sign for whatever we each build next. Comment from Andras Czeizel(@andrasczeizel): @oliver_roberts  Thank you so much, Oliver

... while building CitedSpy, and hopefully grow alongside this community. Looking forward to connecting with fellow builders and celebrating each other's successes. What advice would you give to someone starting their Product Hunt journey today? Comment from Ollie Hempsall(@oliver_hempsall2): Hey Arshita, Nice to meet you. I cant give oyu advice on someone starting their Product Hunt Journey as I only join yesterday, but its nice to meet you and connect. I look forward to seeing what you have ... ... consistently in Perplexity may barely appear in ChatGPT, and vice versa. We track both: Citation frequency - how often a brand is mentioned, cited, or recommended in each AI engine. Visibility quality - where and how it appears: sentiment, recommendation context, competitor

... brand-new idea today, do you still plan first, or has the prompt become your planning process? If this resonates with you, we'd love for you to check it out: https://www.producthunt.com/prod... Comment from Ollie Hempsall(@oliver_hempsall2): I definitely think that the whole market research, audience insights and many more steps are being forgotten now we have AI to screen our ideas. If they like it we dive headfirst into it without really second guessing or validating ... ... which might not necessarily be the best thing in the world! Comment from Nancy Chu(@nancy_2choo): @oliver

... been almost a year since I've been on PH. What changes have happened on PH in the last year? Is everyone doing well? Comment from Kane(@blueeon): @oliver_hempsall2  Although I was logging in intermittently, the interface has changed a lot, and I need to get used to it. Comment from Ollie Hempsall(@oliver

... timing intelligence. Curious how it happened for you. Was it a problem you lived with for years? A random shower thought? Something someone said offhand? Drop the moment it clicked. Comment from Jean-Olivier Brassard(@jean_olivier_brassard): @oliver_hempsall2  hahaha love it! You have to act fast when an good idea strikes!!! Comment from Sabber Ahamed(@sabber_ahamed): mine was realizing burnout always got flagged too late to matter, by the time someone said it out loud they ... ... already been running on empty for weeks. for clicke.io, is the timing signal coming from behavioral data or literal buying-intent language, and does the false-positive rate improve with more history per account? Comment from Ollie Hempsall(@oliver

... actually meaningful. Fixing archive loading and those macOS crashes probably saved a lot of people from frustration. what was the trickiest bug to track down? Comment from Ghost Kitty(@ghost-kitty-9975764): Comment Deleted Comment from Declan(@localdeclan): @olive_loren  I was honestly inspired by UNMS's Research app. They have custom PDF themes that go along with their app and it just blended the PDF in with the app so well, rather than a blaring white background ...