... working on GHOSTYPE a context-aware AI voice interface for macOS. I built this because I was tired of two things: "Smart" tools are actually dumb: If I say "Ask Mike to hang out tomorrow," standard AI writes a formal email. I don't want to dictate every word, and I don't want to sound like a robot. I wanted a tool that takes my intent and writes the actual message as me . AI tools that break my flow ... ... Discord ? It hits Enter. In Notes ? It just pastes. I can reply to messages without touching my keyboard once. 2. App-Specific Profiles It context-switches for me. Outlook: Automatically polished to "Professional". Telegram: Switches to "Casual & Lowercase". VS

... those who have gone the journey solo. And from the veteran community members What do you most recommend for someone getting their feet wet in Product Hunt. What are the big differences between being a maker and a hunter versus being a maker looking for a hunter? Is one way more ideal than the other? Looking forward to connecting and pouring over the community posts for advice. I feel like I'm punching above my weight and all the support ... ... greatly appreciated. My app: loric.ai and Image and Video Generation Toolkit with all the top models and workflows to help creators move from short format

... have stayed the same. Most forms are still slow to build and boring to fill out. Part of the problem is the mental model people have for online forms. Most people expect something like Google Forms , even though its format is not how people actually spend their time. We are much more comfortable with the chat format

... resume.yml file. In v0.8, we had PDF (via LaTeX) for corporate apps and Markdown for AI workflows v0.9 adds the HTML rendering engine. This completes the "Resume Trinity", making it the perfect resume tool that suites almost all needs: PDF : formatting-heavy, print-ready. Markdown : raw text, AI-ready. HTML : responsive, web-ready. Now, a single build command keeps all three versions in perfect sync. Pros of HTML Output PDF is a print native format

... been working with Google Docs content recently and kept running into issues when exporting documents especially when I needed clean text or structured output without extra formatting. Google s default export options work, but for some use cases they felt a bit clunky, especially when used programmatically. I ended up building a small converter that pulls Google Docs content and outputs it in simpler formats

... Performance can degrade as pages grow larger and more complex. And critically, the usefulness of a page often depends on the behavior of a community rather than on intentional editorial structure. Qeeebo takes a different path. A Static, Structured Alternative Qeeebo is built as a structured library of questions and answers rather than a collection of ongoing discussions. Each page is designed to deliver a clear answer quickly, without requiring users to scroll through debates, comments, or tangential replies. Instead ... ... changing threads, Qeeebo uses static pages generated ahead of time. These pages are organized around individual questions, grouped by topic, and delivered through a global content delivery network. This architectural choice influences nearly every aspect of the platform. Qeeebo vs

... Problem Most OCR tools fail when documents aren't perfect. If you have crumpled receipts, handwritten notes, or tables with weird formatting, standard OCR often outputs garbage. Even when it reads the text, you still have to manually map that unstructured text into a database. The Solution aOCR handles the messy inputs that other engines reject. Instead of just giving you a raw text dump, we allow you to define a specific schema or format

... When working with APIs, configs, or large datasets, a good online JSON formatter can save a surprising amount of time. Over the years, I ve tried many tools, and a few common factors really separate the good ones from the great ones. From my experience, the best online JSON formatter

... core workflow: Raw Input: You just dump your raw, messy text into the app. Auto-Canvas: The app switches to a "Canvas Mode" and automatically applies the correct styles (headings, paragraphs, title) based on the document type (e.g., Report vs. Article). Split Screen AI: On one side, you have your styled doc. On the other, a Multi-Agent Chatbot that helps with grammar, tone, and suggestions without messing up your layout. Done: One-click download to a perfectly formatted

... built an iOS app to solve my own problem: I write by hand every morning at 7am, but the workflow to transform those pages into something shareable was painful photograph, transcribe, edit, pair with images, format. Each step a context switch. Vibrant Frog Collab brings AI into the creative workflow with a specific philosophy: AI enhances, doesn't replace. The app has guardrails that can't be overridden it won't generate content from scratch, only help develop what ... ... text overlaid on photos) BYOK: Claude, GPT-4 (API keys) or Gemini (Google OAuth) $9.99 one-time / free tier available What I'm considering adding: I'm thinking about a "create book" feature letting writers compile projects into a formatted

... Product Hunt community, Quick question: If you use flashcards to learn vocabulary, how much time do you spend creating cards versus reviewing them? I did the math recently and it shocked me. Creating one proper flashcard takes ~10 minutes (definition, examples, mnemonics, formatting

... Skepticism is fair. We ve all seen: Awkward cultural mistranslations API outages before deadlines Version control conflicts Workflows that collapse at scale AI alone won t fix localization. But AI + proper workflows, format validation, and double-checks can. That s the goal of @L10n.dev - AI Localization Automation - context-aware translation with automated format

... paste Olympics. No more token-burning. No more "wait, did I update the Notion doc or just the code?" Here's the new workflow: You're in Notion. Your feature spec is there, looking gorgeous as always. You open VS Code. You tell Copilot: "Read the authentication spec from Notion and implement it" Copilot reads your Notion doc directly. Starts coding. Wait, it gets better. You're coding. You hit your Copilot message limit. (It's 4pm on a Friday ... ... whole conversation - it's all there. Shared context across tools. So you tell Claude: "Generate documentation for what we just built and save it to Notion" Claude writes the docs and drops them straight into your Notion workspace. Formatted

... were slow, brittle, and rarely good enough to rely on. The current generation is a leap forward because of three things: Speed : modern Whisper-based models + custom inference engines mean near-instant text. Accuracy : context-aware LLMs clean and format speech automatically. Usability : configurable shortcuts, cross-app support, tone shaping, auto-edits, and integrated workflows. The shift is big enough that dictation no longer describes what these tools do. They re becoming a primary input method , not just an accessibility ... ... structured professional text (reports, notes, internal emails) You don t care about style learning or fancy rewriting, just solid text Willow Voice Everyday Communication Award TL;DR Best fit for people who live in email, Slack, and DMs Auto-formats

... Tracking Systems (ATS) like Workday, Taleo, and Greenhouse to screen resumes before a human ever sees them. Studies show up to 75% of resumes are auto-rejected not because candidates aren't qualified, but because their resumes aren't formatted or keyword-optimized for the software. Applicants are left confused and discouraged, never knowing why they didn't hear back. Why Resumes Fail ATS systems can't interpret design they read raw text. Fancy formatting

... Ultracite is an opinionated, zero-config code linter and formatter. @haydenbleasel launched it on Product Hunt twice this year, and I had a humble contribution as a Hunter. Different launches, different results. Here's what I learned. @Ultracite first launched in June 2025, ranked #6 Product of the Day. We launched it again 6 months later, reworked some inputs, and ranked #2 Product of the Day. TL,DR: What we did differently Made the tagline straight-to-the-point ... ... Told the story visually through the image gallery Picked a different launch day Diff: Tagline - Fast, automated code formatting

... unique visual style. Export Results Effortlessly Save your data as text or image files (TXT, RTF, PDF, etc.) and share or print reports in just a few clicks. Full Customization Personalize every detail colors, fonts, rounding, number format, date style, and even numeral system (English or Persian). Save your preferences as profiles and load them instantly. Portable & Installation-Free Runs directly from any folder no setup required. Perfect for USB drives or external storage. Crypto-based Activation Unlock ... ... Floor, Ceil, and others. Smart Number Grouping automatically inserts commas while typing. Language Options: English & Persian (plus support for custom translations). Visual Preferences: Select bright or random color themes, adjust font families, and preview chart text separately. Date Format

... hallucinations. Granted ChatGPT is getting smarter by the day. But raw intelligence isn't the issue, context is.We didn't build CareerButler to compete with AI; we built it to make AI work specifically for resumes. 2. The Competitor Flaw. They're Literally Just Paying ChatGPT Honestly, this is the part that drives me nuts. Most of the paid tools you see are just copy-and-paste apps. They have a nice website, but all they do is take your ... ... make you anxious so you pay them, not to help you get hired. We don't give you a black-box number. We visualize the why. If your score goes up, we show you exactly which keyword or formatting

... slow load times. Why I built it As developers, we often need a quick way to share code or logs. But many existing tools feel slow, outdated, or full of distractions . So I built GistPad a clean, developer-friendly alternative that focuses on speed, clarity, and simplicity . What makes GistPad different? Fast, clean, distraction-free interface Syntax highlighting for 100+ languages Instant sharing with a single link AI-powered assistance for code formatting

... Netflix uses for recommendations). Here's the flow: USER FEEDBACK LOOP Write AI Suggests Accept/Deny/Retry System Learns Model Stats DB Model A: 85% Success rates Model B: 72% Model C: 91% Use this one! Thompson Sampling Algorithm Balances exploration vs exploitation Try new models Use proven models (10% of time) (90% of time) What's Thompson Sampling? Think of it like this: The Casino Analogy: You walk into a casino with 5 slot machines. Some pay out more than others ... ... emails Mistral is fastest for quick edits Week 3: Sarah just writes SourcePilot automatically uses GPT-4 for blog posts Switches to Claude when she's writing emails Uses Mistral for quick grammar checks Sarah's accept rate: 91% (vs

... just about content creation it s about automating strategy and scale. New Premium Workflows Unlocked Premium users now get access to three powerful, time-saving engines: 1. URL to Campaign Strategy Automate Market Differentiation. Stop wasting hours on manual competitor research. How it works: Enter any competitor

... picture-book libraries. Multiple styles & diverse output: Not just illustration + read-aloud, but many visual styles, interactive web versions, short-form scripts, e-book downloads. Download & publish ready: Generated content can be directly downloaded in e-book formats (such as PDF/EPUB) and even published to e-book marketplaces or online picture-book platforms. Rich story-library + parenting/children focussed customization: We have (or are building) a mature story-library, especially suited for selecting picture books for kids or customizing ... ... audio, animation making the story come to life . Smart prompt-assist system: You don t need to master AI command syntax; simply describe your creative idea in natural language, and our system guides you to better results. Diverse output formats

... Previously, Flow automatically formatted your text differently depending on whether you were in an email app or a messaging app. In emails , Flow used full punctuation, capitalization, and line breaks to look polished. In messaging apps , Flow made things a bit lighter and more casual. That worked fine for most people, but it didn t always reflect your personal writing style. Now with Personalized Style , you now decide how Flow formats

... referral link and promo resources Earn: 30% commission on every paid subscription What We Released Website Parsing Issues Enhanced webpage parsing to handle sites with missing metadata, expanding the types of pages you can save to Recall Fixed Reader formatting issues on Wikipedia pages shared through the mobile app iPad Improvements Fixed an issue preventing the graph view from closing on iPad Added the ability to pin navigation on iPad Bulk Import Improvements Improved performance when rendering the bookmark import ... ... tree for users with thousands of bookmarks Enhanced Pocket and Bookmark bulk import speed through better concurrency handling Improved Markdown import formatting

... like your own writing Seamless, fluid collaboration 2. Built on Markdown: The Universal Language for AI Markdown's clean, text-based structure is the native language of large language models (LLMs). This means: Simple syntax Focus on ideas, not formatting buttons AI understands perfectly More precise AI-generated content Powerful features Supports tables, code blocks, math equations, and diagrams 3. Zero-Friction Writing Experience Instant launch Start writing in seconds Keyboard-driven Stay in flow without mouse clicks Distraction-free ... ... focused Slash commands Type / for quick access to headings, tables, or AI @AI Type @AI to summon AI directly into your document instantly 4. IDE-like Features for Long-Form Writing Paragraph folding for better document navigation Automatic formatting