... Built Retrieve, a native SwiftUI flashcard app for iOS. Currently in App Store review. Why it exists: AnkiMobile is powerful but dated and clunky. Brainscape locks its best features behind a subscription. Flashcards Deluxe can't search across all your decks at once. Retrieve fixes all three the real FSRS spaced-repetition algorithm, a Home/Lock Screen widget showing cards due, and cross-deck search built in from day one. Free to use, with a one-time unlock for premium features ...

... user here. I lived by "Everything" by voidtools, instant file search, always accurate. When I switched to Mac, Finder search was a nightmare. Slow, misses files on external drives, completely broken over SMB shares. So I built Finda , a native Mac app for fast, local file search. No cloud, no bloat, privacy-first. Would love honest feedback from anyone who's felt this pain. What would make you switch from Spotlight or Alfred? Finda ...

... open another app every day and repeat the same commands. They d rather set an intent once, let the agent keep working, and only hear back when something changes or needs their attention. That made me wonder if agent-native is less about the interface, and more about the task itself. A task feels more agent-native

... menu (`Create link`); - Link columns : optional list columns for Kind, Links, Link target, and Link status (`Valid`, `Broken`, `Unknown`, `Unsupported`); - Open behavior : directory shortcuts and symlink folders navigate to their targets; other link targets open with the default app; Native Properties Window On Windows, open the native

... Three weeks after launching Consile, we shipped native MCP integration, our AI assistant Otto now connects directly inside Claude and ChatGPT, so users can manage tasks and pull workspace context without switching tools. Genuinely curious how other builders here are thinking about MCP right now, is this something you're actively building toward, or still waiting to see if it's a real pattern versus

... into the wiki - which is explicitly added by a human by clicking on an "add to wiki" button! Comment from Waseem Mubasher(@joiynai): I don't think we need another chat app, we need smarter collaboration. If an AI-native platform can reduce noise, summarize conversations, find information instantly, and automate follow-ups better than Slack, it has a strong case. Otherwise, it's just another messaging tool with AI added on. Comment from Rajoshi Ghosh(@rajoshi_ghosh): @john_michael31 ... ... different things.. so start in Slack with PromptQL Tag and then move into the PromptQL interface for deeper work with AI Comment from Joan Garcamo(@joan_garcamo): I noticed you framed PromptQL as an AI native

... form video: creators batch-film on the weekend, then still post everything manually because they assume TikTok has no scheduler. It has one, but it's gated twice. Gate 1: account type. Only Business and Creator accounts get the native Video Scheduler. Personal accounts never see it. Switching is free; most solo creators should pick Creator, because Business accounts trade the full music library for commercial-licensed sounds only. Gate 2: surface. Scheduling lives on the desktop upload page ...

... Product Hunt community! I have a genuine question for builders and product managers here about the necessity of native iOS/Android apps for simple utility tools. Years ago, if you wanted to build a smooth, high-performance tool like a video compressor, photo editor, or drawing board you had no choice but to build a native

... testing Haku, a small Telegram-native AI companion beta. The product thesis is simple: most companion chats feel good on day one, then start to feel generic when corrections, tone, boundaries, and running context don't survive across days. The beta is focused on memory + continuity rather than a bigger character marketplace. It is early, free to try, and I am mainly looking for people who care enough to stress-test whether the companion still feels coherent after several conversations ...

... looking for 3 AI-native companies to work with as design partners. At my previous company, our AI bill exceeded $40k/month . As our product grew, inference costs became a real business problem. We knew we needed a better inference pipeline to reduce costs and improve reliability, but building and maintaining that infrastructure internally would have taken months of engineering time. At the same time, our cloud credits were running out, exposing how fragile our cost model really was. That experience ... ... build an AI infrastructure platform focused on making inference significantly more cost-efficient without requiring teams to build everything themselves. I'm looking to work closely with 3 AI-native

... open, I started to hesitate. My active vocabulary felt rusty, and I realized I was losing my writing confidence. It brought me to a harsh truth: AI is making us fluent in copy-paste, not in language. The "Pilot" vs. the "Mentor" Problem The real issue with traditional AI tools is that they write instead of you. They take the controls, replace your voice entirely, and fly the plane. Your brain gets zero mental engagement, and you learn absolutely nothing ... ... refines your style, and tells you why a correction is better so you can permanently level up. Turning the problem into a personal project To scratch my own itch and avoid constant browser tab-switching, I started coding a native

... revenue workspace that brings CRM, a full Service Desk, Zoom/Slack-style video calling, and an enterprise Docs/Drive suite into a single interface. But this coming Saturday, July 4th, we are officially dropping a massive, ground-up architectural rewrite: Salestrics AI-Native Email (Public Beta). What makes it completely different? Most platforms treat email as an afterthought, relying on slow API syncs or heavy side-panel Chrome extensions that cause system lag and constant re-authentication errors. We engineered Salestrics Email ... ... natively

... apps, quick SaaS, and cloud tools naturally shine. Today, I m launching something a bit different and a lot heavier under the hood, and I d love to get your advice. I just launched KiffOS today. It s a native macOS app with a local AI agent (think of a personal JARVIS) that runs entirely on your machine. You can ask it in natural language (voice or keyboard) to open apps, draft documents, search your files, or manage your email ... ... Instead of a quick web app, I decided to build a fast native

... first. We're an AI company and we pitch ourselves as AI-native, but I still run a chunk of the business out of plain Excel spreadsheets I'd never put in a deck. Fundraising tracker? Spreadsheet. Early pricing models? Spreadsheet. Half the "analytics" I do before something becomes a real dashboard? A messy .xlsx I delete later. There's this gap between how teams describe their stack and what they actually open at 11pm to get the answer ... ... source of all information in my software solving the issue of poor connectivity in village hospital and difficult code maintenance due to hard coded information. Comment from Johnson Gill(@johnsongill): I've been leaning more on my AI-native

... spending the first two hours wrestling with Docker configs, configuring database ports, setting up SSL certificates, and watching your Mac's fans spin at maximum speed. We built ServBay to solve this exact pain. It s a macOS-native development environment that lets you deploy 50+ services (PHP, Node, MariaDB, PostgreSQL, Redis, Mailpit, etc.) in just one click with zero VMs and minimal RAM usage. But in 2026, writing code is changing. Most of us are now building with ... ... agents like Claude Code, Cursor, or local models via Ollama. That got us thinking: Why hasn't our local dev environment evolved for the AI era? So, we upgraded ServBay to be AI-Native

... same old playbook: they force you to create an account, upload your private assets to their cloud servers, and then slap a massive watermark on your download unless you upgrade to a paid plan. I wanted to build an alternative that respects both developer workflows and user privacy. That s why I created FDM AI Photo Suite a professional-grade image toolkit designed to be completely browser-native

... most curious to learn is whether teams want one best agent or a way to compare multiple agent outputs side by side Comment from Richie Varghese(@ric_v36): What you're building: Building NexQL, a PostgreSQL extension for VS Code database explorer, SQL notebooks, real-time dashboard, and an AI assistant, all without leaving the editor. Who it's for: developers and small teams running Postgres who want AI help writing/optimizing queries but don't want an agent with unsupervised ... ... entire roadmap. Comment from Nolan Vu(@nolan_vu): @thenameisarian  Interesting, alternative

... EmailTemple is the AI studio for email that actually converts. Describe what you want to send and get a production-ready, dark-mode-safe HTML template designed to be opened and clicked in your brand. Klaviyo is now a native export target: the output carries Klaviyo's own tags ({{ first_name }}, {% unsubscribe %}, preferences, view in browser), so you download, import under Content Templates, and send. No drag-and-drop, no merge-tag cleanup, no Outlook surprises. Mailchimp, ActiveCampaign, MailerLite ...

... Engineering teams have always faced the same question: build in-house, hire an agency, or find something in between. In 2026, a fourth option has emerged, AI-native pod teams that ship fixed-price, outcome-based software in a fraction of traditional timelines. But "faster" is easy to claim. Harder to verify before you sign a contract. The AI Velocity Pod Calculator lets you input your actual project scope feature set, compliance requirements, team structure and get a transparent, side ... ... side breakdown of: Estimated timeline (traditional agency vs

... breaking, and so on. - Vaizle - I work with Vaizle, but it has very easily emerged as my fav platform. Not even lying. I can keep track of ad performance, check what competitors are posting on social. And best part is that I can feed it my own website + competitors

... container memory stayed comfortably below the limit on every restart we examined. The in-app memory watchdog (which logs and shuts down at 80% RSS) hadn t fired on any of the dead pods, the heap was healthy, and native memory looked normal. It was a tidy theory, and it was wrong. The exit code that didn t match the story When OOM stopped fitting, we walked back to kubectl and looked at what it actually said about the dead ... ... limit to 60%. Web went from 2688MB to 2150MB on a 3584MB container. Worker went from 3072MB to 2456MB on a 4096MB container. 2 reasons: --max-old-space-size only bounds V8 s old generation. It doesn t bound native

... what every SaaS tool looks like if it was built purely for agents. That question stuck with me because I think collaboration is one of the biggest categories that needs to be rebuilt. Most tools today are still human-native: Slack is for humans messaging humans Linear is for humans managing work Notion/Obsidian are for humans organizing knowledge agents are still trapped in terminals, browser tabs, and private chats For single-player work, Paperclip points at one answer: local, async ... ... operator-driven agent orchestration. Almost like Linear rebuilt for an agent-native

... greetings fellow makers and hunters! it's been a while since i posted here but i'm happy to announce that TilePix now has a native macOS version! App Store Link: https://apps.apple.com/app/tilep... Supporting a wide range of keyboard shortcuts and introduced quite a few new features and improvements since my last post on product hunt. i'm hoping that TilePix will be a great addition to game developer workflows, perhaps even some level of adoption by users ...

... Prakash Kushwaha, Founder of Paygent building financial infrastructure for agent-native companies. Paygent helps AI businesses understand their costs, revenue, and margins so they can grow sustainably and stay profitable as their agents scale. Comment from Yaoshen Luo(@lyshen): Welcome Prakash. Would you like to give more detail about your Paygent? What problem is your product purposed to deal with? And how you create value? Thank ...

... they still don t understand what users actually need unless someone manually translates feedback, support issues, analytics, and product discussions into actionable specs. So we built Cleo AI at Axcelner to solve that operational gap for small AI-native B2B teams. Cleo acts as a Product Ops agent that connects customer signals, product usage, support conversations, and team workflows into a single execution layer. Instead of manually triaging feedback across Slack, Jira, GitHub, analytics tools, and support tickets, the system ... ... loop between users, product decisions, and engineering tighter Current integrations include GitHub, Jira, Slack, and MCP-compatible workflows. We launched today on Product Hunt and would genuinely love feedback from founders, PMs, engineers, or anyone working on AI-native