... designed to create panic and force a purchase. When I started building OptiClear , I decided to take the exact opposite approach. I wanted the UI to be almost... boring. I used standard SwiftUI. I embraced Apple's native design guidelines, added clean glassmorphism effects, and made sure it looked exactly like a default app that Apple would pre-install on your Mac. No flashy animations. No fake urgency. The Result? A massive 16% App Store Conversion Rate . What I learned ... ... gigabytes back, and close it. Looking "native" builds that instant trust. For the makers and designers here: Do you prefer building highly custom, branded UIs for your desktop apps, or do you stick strictly to the native OS design guidelines

... followed by silence. The most important thing I learned? Context beats control. I stopped trying to micromanage every individual frame and started focusing on the foundational environment. If you provide the AI with deep product context and clear brand guidelines, it can make aesthetic judgments and creative decisions better than you might expect. We moved from a manual mess to an autonomous system that actually compounds. I ve shared the full behind-the-scenes build, the architecture, and the logic ... ... Hinkle(@deangelo_hinkle): @bengeekly  I ve been struggling with video workflows too, and this really resonates. Comment from Tham (Sylvia) Nguyen(@sylviangth): @bengeekly   @deangelo_hinkle   @lakeesha_weatherwax   @shawn_idrees  We have an internal brand guideline

... built RejexAI a tool that uses AI to parse Apple App Store and Google Play Store rejection notices and turns them into actionable fixes. How it works: Upload or paste your rejection notice AI identifies the exact guideline violated You get code snippets, design changes, and an appeal template in 1-2 minutes What RejexAI currently does: Rejection parsing for both stores Pre-submission compliance checking APK/IPA binary scanning for security issues CI/CD integration (GitHub Actions, GitLab CI) Appeal templates ... ... based on real approval patterns What I'd love feedback on: Does the pricing model (free tier 299/month credits) make sense for indie developers vs

... built a multi-agent AI system for oncology on AWS and it just made the Global Top 1000 in AWS AIdeas 2026. Here's the architecture: 5 specialized agents run sequentially: Genomics Agent interprets variants, classifies driver/passenger mutations Oncologist Agent guideline-aware treatment reasoning Trial-Matching Agent live clinicaltrials.gov API with eligibility logic Toxicology Agent adverse effect prediction, drug interaction flags (our differentiator) Compliance Agent final veto authority, regulatory enforcement, blocks unsafe outputs AWS stack: Bedrock (LLM explainability) Lambda ...

... answer is recommended. Domain-tuned guidelines Councils are aligned to professional guidelines

... Tools & Video Marketing After helping over 15 million creators optimize their channels since 2014, we've distilled our most effective approach into this comprehensive framework. Based on our Audience Understanding methodology and validated by YouTube's official creator guidelines , this guide provides everything you need to transform your channel from guesswork into predictable science. Why Most YouTube Growth Strategies Fail Pew Research Center's social media study reveals that 68% of content creators struggle to build sustainable audiences ... ... competing, they were filling a verified gap. Phase 2: Viewer Psychology Mapping Critical Success Factors: Use Channel Insights to decode your specific audience's emotional triggers and content preferences Map viewer journey patterns showing what keeps people watching versus

... data to their office (the cloud). Dropstone is different. It s not just a wrapper; it s a Recursive Self-Improving Environment that lives locally on your machine. Why Dropstone still matters in the Gemini 3 era: Recursive Memory vs. Stateless Context Gemini 3 has a huge context window, but Dropstone has permanent memory. If Dropstone fixes a bug in your API today, it learns from that mistake and updates its own internal guidelines

... Bluesky is implementing comprehensive updates to its policies and community guidelines , driven by global regulations and user feedback, with a focus on improving user safety, clarity, and community standards. Key Takeaways New guidelines

... generate the entire structure. Always start with a fresh project based on official docs and build from there. AI can t always keep up with tool updates or scaffolding from zero projects like that. From Prototype to Production My Guidelines Once I had a working app that solved my problem, I paused to think: If I want to launch for real users, I need a more structured workflow. Here s what I did next: Built a custom GPT with ... ... relevant knowledge about the app Created a Cursor rule file outlining key development guidelines

... ever wondered what Google thinks of your landing page, product page or blog posts? There are a ton of SEO tools that try to help you rank better on Google but did you know that there are actually official guidelines by Google on content? We did a deep dive on Google's EEAT guidelines

... Before starting any discussion on Product Hunt, make sure you're not violating the PH community guidelines and the PH Forum Guidelines

... others to share their experiences. I try to structure these parts into clear, error-free sections so that they are easy to read. I have never used AI, for what it's worth. To be honest, the posting guideline that is provided to us is not that detailed. It leaves a ton of room for whoever reviewing to approve/reject however way they see fit. Currently, out of 10 threads I submit, only 3-4 gets approved. If anyone have experience ... ... nika): @emikes919  So probably raising awareness about automated approval was worth it. Now, your posting is more visible :) Comment from Edward Michaelson(@emikes919): @seanphwang dude... THIS. My hit rate is even lower, and I've picked apart the guidelines

... find valuable. For details see our announcement post. Feel free to join. If you have any good tips for "Not-featured" products, feel free to share them in the comments. (or directly post into the subreddit check the posting guidelines first) I liked these: @AdsRapido by @iamglebgordeev analyser of ads (IG & FB) @AI Community Notes by @edward_the6 Twitter posts fact checker @TLDR by @grex  summarizer of webpages, YouTube videos and PDF Comment from Gaurav Singh Bisen(@thepmfguy ... ... should be another platform for services, info products etc. (don't know if there is already). I do not intend to allow these things on our community because there are many really good products that do fit the featuring guidelines

... seen Product is waitlisted People schedule a draft.... (we have a draft function!) Maker's profile is their product/business and not an actual user account Tagline does not describe the product ie. "Best way to earn users" vs "Capture user data with a single button in your iOS app" Too much marketing jargon, not enough product description / story NO PRODUCT SHOTS/VIDEOS -> just marketing fluff images Only one image that is a low quality screenshot Using a paid service ... ... upvotes/hunters -> this will get you unfeatured or severely impact your launch Some other notes to consider: We've gotten stricter on keeping true to our Featuring Guidelines

... start just got rejected. It's super frustrating, as I put in some work as well to connect with the community in the first instance, but now it feels like I'm banned. I already looked at the community guidelines, but no matter what I post for discussions, they won't be shown and I only receive an email that says "your thread was rejected". Any idea, why it is like that or how I can fix it? Comment from ... ... Felix Sattler(@felix_sattler): @rajiv_ayyangar I tried troubleshooting with support, but they only provided the guidelines

... like to see them dive deeper and improve their current offerings. I ve been in talks with them about retirement partners that are more reputable. They currently partner with Slavic and per my request, they ve added @Guideline this year. I m excited to consolidate our entire team onto Deel by year-end. @Rippling (2016, PEO in 2020, EOR in 2023) I really wanted to love Rippling, but I can t say that s been my experience ... ... clean and pretty self-serve (and hey, their piggy mascot is pretty cute and always brings a smile to my face). Their healthcare offerings were on par with Justworks, but they did also offer fully integrated 401k services with Guideline

... support structured, high-value discussions nobody wants forums filled with spam and self-promotion. But here s the issue: understanding what qualifies as valuable. Product Hunt s updated guidelines push for original, engaging, and non-replicable content. Makes sense. But when posts disappear without clear reasoning , it creates confusion. Where s the line between sharing insights and self-promotion? What defines a post as high-value in this new system? Why not offer feedback instead of outright removals? Stronger moderation ... ... great if paired with transparency. Instead of guessing what works, clearer guidelines

... share. I want to make the forums the most vibrant forums for product builders on the internet! To that end we've re-designed forums, defined sub-forums, and introduced product-specific forums, and we've drafted new guidelines to keep the discussions vibrant, authentic, and genuinely useful. The new guidelines

... spend a good amount of time helping (and maybe sometimes trolling :)) in this community and I think we need some kind of guidelines to help us grow. What do you think? What are your top 1-3 things that make you never come back here, so we can change it as a community? There is my list: 1. Search before post - for work-life balance there are at least 7 threads with similar content and for the year eng goals ...