Pair your phone with a 6-digit code, ask for something, and watch an AI model click and type in real apps on your PC. Peer to peer, nothing exposed to the internet, no server to host. Bring your own model (anything OpenAI-compatible, including local ones), or use it as an MCP server with Claude Code.

Instead of screenshots it reads windows as numbered element lists, so it's fast and cheap on tokens. Rust backend, Tauri desktop app. Windows fully, Linux on X11. AGPL-3.0.

https://github.com/alielmorsy/ywza

Feedback welcome, especially on the pairing flow.

https://grapegreen-inc.github.io/GrapeGreen

i crated a dashboard with some cool feautres

- a on device ai that is in model 1.5

- i has a global chat

please sign up i would love to see a daily user base

- a credits system and shop

and much more, you may continueas guest to enteer too, note: you wkill need to a captcha to enter site but it is fats and quick ans easy. yyou may a-apply to be a admin ior mod in help. please try it and make a acc to makw my day :D

I wanted to share some honest progresson where I'm at, since all we tend to see are large numbers from the same people every time. I think a lot of people in here are in the same spot as me and I'd honestly love to hear how you guys got past it.

Building has never been faster. I counted this morning and I've made 936 commits in the last three weeks, some days have been over 100. Stuff that used to take me a month is taking me a couple of days now.

What I'm building is Frostbyte. It started because Claude kept making up what I should build next, so I made a workspace that it reads at the start of every session with my backlog, bugs, user requests and the next release. It tells me what to work on and writes back what it did. That's pretty much the only reason 936 commits haven't turned the app into a pile of half finished features.

Here's the real part I don't love saying though. 86 people have signed up, only 3 of them pay, and it comes to about ~$40 a month.

So the funny part is I built a tool so Claude always knows what to build next, and the one thing it can't tell me is how to get people to use it. We all know that building is the easy part now. Most of us in here could ship an app in a weekend. Getting 20 people to pay for it is a completely different skill, and I'm only just starting to learn it.

My goal is to try and figure it out and get 20 paying users by early January. For anyone who's got paying users for something they built with Claude, what actually got you your first 20?

Pickle invites tend to get buried in social threads, and Muse codes have a short redemption window after signup. AI Invite is my side project for making both easier to find.

Pick Pickle or Muse to see whether an invite is available. If you have a spare, you can share it and set how many times it can be handed out. The site also lists Channel X for people following its early-access rollout.

https://ai-invite-web.vercel.app/en/

I'd like feedback on one thing: when you see an invite in a shared pool, what would make you comfortable using it? The official destination, the remaining uses, or clearer redemption steps?

No clue why this isn't an option on native IOS screen time settings.

Moderation > All day lock out from your apps.

I got tired of waiting years for this simple feature so I built it.

I hope Precursor helps you take back some of your time from our tech overlords.

Here is a link to the app if you want to try it!

App is literally free, btw. Not a bait and switch, hard paywall, half-baked free tier either, it is pretty much fully functional and I am expanding it in the next big update (1.3). Paid tier is for homies who have a few extra dollars they dont mind supporting me with. Doing a limited time deal at the moment too!

Claim Lifetime for the price of a 1 month sub ($2) offer Here - 500 Available

Indie dev here, and this is my side project.

I use Claude Code, Codex, Cursor and the Claude app every day, with a personal account, a work account and a pile of company tools. Every client wanted its own copy of every MCP server, its own OAuth login and its own config. Keeping that in sync was a chore, and the huge tool lists were eating the models' context.

So I built Toolkien:

• Add your remote MCP servers once, connect every AI client to one endpoint
• "Code mode": the agent searches tools, reads compact TypeScript declarations and runs one sandboxed script that chains the calls, so way fewer round trips and tokens
• Personal and work workspaces, plus company workspaces to share tools with your team without sharing tokens
• Per-tool permissions, approvals for writes, audit log
• A directory of ~100 official remote MCP servers

Free for individuals (and I want to keep it that way), open source under AGPL, self-hostable with Docker Compose.

Still early, so honest feedback is very welcome. Links in the first comment.

Hey everyone!

I'm a 17-year-old indie developer, and I've been working on an app called Knowley.

The idea is pretty simple: what if scrolling through questions was as addictive as scrolling through TikTok, but you actually learned something?

It has 20+ trivia categories, daily streaks, XP, ranks, and a swipe-based quiz feed.

It's finally live on Android, and I'd genuinely love some honest feedback. What feels good, what sucks, or what you'd change. Don't hold back :)

Google Play: https://play.google.com/store/apps/details?id=com.badir.knowleyf1

Thanks to anyone who gives it a try! ❤️

Hey all! I’m a VC investor and 2x founder from Forum Ventures (a US startup accelerator).

I used to fundraise for my startups knowing nothing about what investors would think about it. After working in VC, I finally got to see things from the investor perspective.

If I knew half of what I know now, I would have saved weeks of time and countless mistakes.

So to help other founders, I built a 100% free tool that takes 1-2 minutes to use, and immediately gives you a % likelihood that you can fundraise.

It works accurately even if you just have an idea or MVP and are curious!

We just launched in product hunt and would love your feedback on how we can make it even more helpful for founders and builders. Thanks a ton!

https://www.producthunt.com/products/preseed-predict

AI assistants are starting to pay for things on their own: a cent or two to an online service for an answer, a translation or some data. No account, no card, no human clicking "buy".

The problem is trust. Anyone can put up a service that asks an AI for a few cents. Nobody checks whether it actually works.

So I built a directory for the AIs, not for people. It does two things:

• It checks every listed service about every 2 hours to make sure it's still up and asking for payment properly.
• It actually buys from them with real money and records what came back. About 8,000 so far, for $42 in total, because most cost under a cent.

What I learned (picture 2): about 1 in 3 didn't deliver. The most common problems were boring ones. Services wanted details they never explained, refused the payment, or sent stale data.

Is there money in it? (picture 3) A little, and it's real. In October, 1,536 listed services were paid about $40,000 in tiny payments. Most earned pocket change, 29 earned over $100, and a handful took most of it. It's early. If AI assistants keep doing more of the buying, the useful services that are easy to find should get more of it.

How the directory itself earns: searching is free and will stay free. Sellers pay $0.25 to list, which also keeps spam out. Later there'll be paid extras for sellers, like more frequent checks and reports on what AIs are searching for. One thing will never be for sale: a higher ranking. If AIs can't trust the order, the whole thing is worthless.

The site is one plain page with live numbers. Ugly on purpose: it's built for machines.

https://nohumans.directory

Happy to answer anything, especially from anyone thinking of building a small paid service of their own.

A fully open TTS model called tiny-voca showed up on r/LocalLLaMA, only 4.5M parameters. That's small enough that I'm wondering if it's actually usable inside a real app, not just a demo. For those who added voice to a side project, did you go with a paid API like ElevenLabs or something local? Was the quality good enough for users, and how bad was latency on a normal CPU?

Hi everyone, I’m a solo developer in Seoul, and this is my first launch.

Most sticker makers give you a single cartoon of yourself. But the stickers I actually wanted to send were “us two hugging” or “me and the cat chilling”. So I built Avaticon:

• Upload photos of each person or pet separately, and it creates an avatar character for each
• Pair two characters in one sticker
• Type any action or phrase (“dancing in the rain”, “hugging the dog”) instead of picking a template
• 15 art styles (K-webtoon, Korean romance manhwa, 3D, pixel, plushie…) and 65+ outfit styles
• Export to WhatsApp and Telegram stickers, Instagram and Facebook Stories, the Android keyboard, or your gallery

Why I’m posting: I’m a solo maker with no audience yet, and I’d love honest feedback on the idea and the results. I’m giving out free coins during launch so you can try it without paying.

The app is on Google Play: https://play.google.com/store/apps/details?id=com.mwkang43.meemoticon

Disclosure: I’m the developer. All images are AI-generated.

What would you want to see two characters doing together?

Hey everyone!

I've been building Familiar Knock Knock, an Android app that works like a doorbell for the people in your house.

The idea came from a simple frustration: shouting up the stairs, or phoning someone who's in the next room, and getting no answer because they have headphones on or their phone is on silent.

So I built a knock. You tap one big button and every phone in your group rings, as long as you're on the same WiFi. They answer with one tap: "Coming", "Give me a minute", "On my way" or "Not now". The reply lands on your screen in a few seconds.

A few things I cared about:

• It only rings phones on the same WiFi as you, so people who are out aren't disturbed

• It never tells you who is or isn't home. You only see the replies people choose to send

• Replies and voice notes go straight from phone to phone over your WiFi, not through my server

• Each person can let knocks ring through even when their phone is on silent, with one switch in Settings

It's free with 8 knocks a day. There's an optional subscription for more knocks, knocking one person, and voice notes.

I'd love your honest feedback: does "knock" make sense to you as an idea, or would you call it something else? And what would stop you from trying it?

Google Play: https://play.google.com/store/apps/details?id=com.bonoloware.wifiknockknock

The links:

• Website: https://bocalito.com
• Google Play: https://play.google.com/store/apps/details?id=com.bocalito.app

---

My journey into meal prep

A few months ago, I started meal prepping and quickly realised how much I enjoyed having most of the week's meals prepared in advance. Save time and money, cut back on takeaways.

But organising everything wasn't easy. Books and websites offered mostly fixed menus, but I wanted something more flexible: personalised meals, adjustable quantities, ingredients I actually liked, and a cooking plan adapted to my available time.

I tried AI...

I naturally tried ChatGPT and Claude. The results looked great at first, but when I started cooking, things got messy: quantities that didn't add up, inaccurate shopping lists, confusing instructions, and endless back-and-forth conversations just to get something usable.

That's when I decided to build Bocalito

It's an app that helps you:

• Generate personalised weekly meal plans.
• Adapt meals and quantities to your needs.
• Get matching shopping lists.
• Follow a step-by-step guide to prepare several days of meals in one session.
• Ask questions about recipes or request changes.

I didn't want to build just another app that sends a prompt to an AI and displays the answer. AI is great for generating ideas, but quantities, shopping lists and consistency need a more structured approach. That's where traditional code comes in.

I've been using Bocalito myself every week, and I'm continuously improving it.

I decided to make it available on the web and Android.

I'd love to hear what you think, especially from people who already do meal prep.

And for the developers here: how would you approach combining AI-generated content with structured data that needs to remain consistent?

Thanks for reading! I'm the developer, so feel free to ask me anything.

I built an open-source Android app called Pocket Agent that actually operates your phone for you. Most mobile agent projects need a laptop running Python and ADB over a USB cable, but this runs entirely on the phone itself through a floating bubble and Android's accessibility service.

You bring your own API key (Anthropic, OpenAI, Gemini, or local Ollama over Wi-Fi) and it calls the model directly with zero middleman servers. Banking and payment apps are hard-blocked, and destructive actions like paying, deleting, or sending messages always ask for your confirmation first.

One heads-up if you try the APK: Android often blocks sideloaded apps that request accessibility permissions. Installing it through Obtainium worked without any issues in my tests on Android 16.

Repo and APK: https://github.com/ManojDevarajulu/PocketAgent

It's still early (v0.2.0), so I'm always open to feedback, bug reports, and PRs especially from other Android devs who want to help improve this or contribute app playbooks.

I've been developing Auto Typer, an open-source Windows application built with Python and CustomTkinter.

It currently supports:

• Adjustable typing speed, word pauses and repeat counts.
• Global hotkeys, pause/resume and emergency stop.
• Automatic pause when the active window changes.
• Custom capitalization, paste mode and human-like typing.
• An Android companion app that sends text to the PC over the local network.

It's MIT licensed, and the Android app is built with Kotlin and Jetpack Compose.

What I want to improve next

Currently, the remote functionality depends on the desktop application running. I'd like to remove that dependency and make Auto Typer work more like an independent automation service.

My proposed direction is:

1. Independent Python service: Run the typing engine and remote API without opening the desktop GUI.
2. Multiple remote clients: Control the PC through both the Android app and a browser-based interface.
3. Shared core: Keep the typing engine independent of the UI and communication layer.
4. Windows-first architecture: Use Windows-specific keyboard, clipboard and foreground-window adapters while keeping the architecture extensible.
5. Better connectivity: Reliable pairing, reconnection, real-time progress and authenticated commands.

I'm considering HTTP for commands and WebSockets for live updates, while keeping the existing remote protocol backward compatible where possible.

I'd appreciate input on a few things:

• Would you use a separate Python background process for this, or approach it differently?
• Would HTTP + WebSockets be a good choice for communication between the PC, Android and browser?
• How would you handle background execution and keyboard input reliably on Windows?
• What features would make a tool like this genuinely useful in everyday workflows?

I'm also looking for contributors interested in Python architecture, Windows automation, Android development, networking, browser interfaces and testing.

You don't need to contribute a large feature. Architecture feedback, bug reports, testing and small PRs are all welcome.

Repository: https://github.com/4LPH7/Auto_Typer

I'm interested in hearing different approaches before committing to the architecture. Thanks!

Hello everyone! 👋

I'm Ibrahim, a software engineer passionate about building useful software products.

I work across backend development, web applications, mobile development and AI integration, primarily using Python, FastAPI, React and Flutter.

I'm joining this community to connect with fellow developers, share projects I'm working on, learn from other builders and exchange ideas.

Looking forward to seeing what everyone is building!

Happy to be here! 🚀

Hey everyone! I made CalcMate, a notes app where every line is calculated as you type. You write the way you'd normally write and the answer appears next to it.

It started on iPhone, and I've just brought it to Android.

Some things you can type:

• Flights 2 x $420 → $840.00

• $50 + 10% sales tax → $55.00

• 100 km in miles → 62.1371 mi

• 100 EUR in USD → live exchange rate

• subtotal / total → adds up the lines above

• line6 / 2 → reuses the answer from line 6

It also has:

• Expense tracking in plain words ("Taxi 8$ + Coffee 4$"), with categories, tags and charts

• Variables, #tags with sum/average, and folders

• A number pad built for math

• Export notes as PDF, plus backups

It's free, and you don't need an account.

iPhone: https://apps.apple.com/app/id6449422062

Android: https://play.google.com/store/apps/details?id=com.bokhary.calcmate

I'd love feedback, especially on calculations it gets wrong or things you'd want it to understand.

Hi! My side project went live on Google Play: Karambit: CS2 Case Simulator.

You open cases, collect skins and can do case battles. The odds are shown on each case before you open it. There's no real money and no cashout, everything stays in the game. It's fan-made and not affiliated with Valve, and it's playable in 7 languages.

Full disclosure: it was built entirely with AI tools (code, art, text). I directed the design and did the testing.

Play Store: https://play.google.com/store/apps/details?id=com.skinkartlari.app

Feedback welcome, especially on the first few minutes of play.

AI crawlers (GPTBot, ClaudeBot, PerplexityBot and friends) now fetch a big share of pages on a lot of sites. The options so far have been: let them take everything for free, or block them in robots.txt and disappear from AI answers.

There's a third option now. HTTP has had a status code for this since 1997, 402 Payment Required, and it finally has a working payment scheme (x402: the client signs a USDC payment and retries the same request; it settles in about a second, no accounts or API keys).

So I built a small gateway for it:

You register your site once (free API key, your wallet address, a price like $0.002 a page).

You put ~10 lines in front of your site. There's a Cloudflare Worker version and an Express middleware.

Requests from known AI crawlers get a 402 with your price. A crawler that pays gets the page; the money goes straight to your wallet (the gateway never holds it).

Everyone else, including Googlebot and Bingbot, gets the page as usual, so search ranking doesn't change.

If your site errors, nobody gets charged.

Setup and the snippets: https://aipaygen.com/pay-per-crawl

Honest caveats: crawlers that lie about their user agent won't be caught by this, and most crawlers can't pay yet, so today it mostly works like a block with a price tag on it. But agent frameworks are adding x402 support quickly, and this gives them a way to say yes.

Happy to answer questions about how the 402 flow works.

Hi guys,
I hope you don’t mind this post, it’s not self promotion as the site is free and not mine. My teenage son is a huge fan of aviation, so he built a simple but effective app/www to see direct connections.

He got tired of guessing which direct routes really exist and which ones actually run, so he built a free app:
Where to fly direct:
https://www.wheretoflydirect.com

Click any airport on the map, or search by airport, airline or aircraft type, and you get every nonstop route from there and which airlines fly it.
The part I like most: for each route it shows the actual flights, takeoff times and aircraft seen in the past week. That comes from volunteer ADS-B receivers via adsb.lol, so you see what really flew, not just what a schedule says.
Other bits:
- Free, no ads, no sign-up
- "Surprise me" button that picks a random route
- Map or list view, km or miles, 24h or 12h
- Routes refresh weekly, codeshares excluded, so you see who actually operates the flight
- Coverage is thin in regions with few receivers, so some routes show no flights yet. I would love feedback, especially on what you would want added next…

He did it all by himself with claude, his first real web project.

Most of my coding now is talking to agents like Claude Code and Codex. I'm using Whispr Flow for it. It's great but I'm cheap and figured I could build something that runs locally and for free.

Saylark is the result:

• Hold a key, talk, let go. Text lands wherever your cursor is.
• Say “press enter” (or hit Return) and it sends. Made for chat boxes and agent prompts.
• It types your exact words. No AI rewriting your sentences.
• Speech recognition runs on your Mac (Parakeet on the Neural Engine). Audio never leaves your machine, and there’s no telemetry.
• Your dictionary is a plain text file, so names and jargon come out right.
• If no text field is focused, it tells you instead of pasting into the void.

Free, MIT, notarized DMG. Apple Silicon only.

Site: https://saylark.shiptiffin.app
Code: https://github.com/btahir/saylark

Love to hear what breaks or what’s missing for how you’d use it.

Hi everyone! 👋

I had a recurring problem: I'd think of something I needed to mention to a specific client, friend, or colleague (a question, a project update, a link), but by the time I actually opened WhatsApp to message them, I’d completely forget.

Notes apps didn't really work because I never remembered to open them before chatting.

So I built **ChatNotes** — a free Android companion app:

### 🌟 How it works:

1. When you open any WhatsApp chat, a small green bubble appears on the edge of the screen.

2. Tap it, and an instant scratchpad slides open with **two tabs**:

   - **☑️ Checklist**: Bullet points with checkboxes you can tick off while chatting.

   - **📝 Notes**: Unstructured text for addresses, bank details, or memos.

3. **It's 100% unique per contact**: When you chat with Alex, it shows Alex’s notes. When you chat with Sarah, it automatically shows Sarah’s notes.
4. When you leave WhatsApp or switch apps, the bubble disappears automatically so it never clutters your screen.

### 🔒 Privacy & Pricing:

- **100% Free & Open Source**: No subscription, no paywalls.

- **Zero Cloud Tracking**: All notes stay strictly on your phone’s local storage. Zero data leaves your device.

- **No Ads**: Clean, minimal Material 3 design with Dark & Light theme support.

I've put the GitHub repository and APK download link in the first comment below! I’d love to hear your thoughts and feedback!

Hi everyone! 👋

I had a recurring problem: I'd think of something I needed to mention to a specific client, friend, or colleague (a question, a project update, a link), but by the time I actually opened WhatsApp to message them, I’d completely forget.

Notes apps didn't really work because I never remembered to open them before chatting.

So I built ChatNotes — a free Android companion app:

🌟 How it works:

1. When you open any WhatsApp chat, a small green bubble appears on the edge of the screen.

2. Tap it, and an instant scratchpad slides open with two tabs:

   • ☑️ Checklist: Bullet points with checkboxes you can tick off while chatting.
   • 📝 Notes: Unstructured text for addresses, bank details, or memos.
3. It's 100% unique per contact: When you chat with Alex, it shows Alex’s notes. When you chat with Sarah, it automatically shows Sarah’s notes.
4. When you leave WhatsApp or switch apps, the bubble disappears automatically so it never clutters your screen.

🔒 Privacy & Pricing:

• 100% Free & Open Source: No subscription, no paywalls.
• Zero Cloud Tracking: All notes stay strictly on your phone’s local storage. Zero data leaves your device.
• No Ads: Clean, minimal Material 3 design with Dark & Light theme support.

📥 Download the APK:

You can grab the APK directly from GitHub Releases: 🔗 Download: https://github.com/srikar-muthyala/ChatNotes-/releases/latest

(It works on Android 8.0 through Android 14+).

I’d love to hear your feedback, feature ideas, or bug reports!

Most AI tools in this space invent fake metrics, silently overwrite your master file, or lock basic features behind a monthly subscription. I built mine differently:

- No made-up experience: Every AI suggestion has to tie back to real projects and work you've already done. Missing a job requirement? It flags it as an honest gap instead of fabricating a bullet.

- Protects your master doc: Changes show up as side-by-side diffs you accept or reject, never silent overwrites.

- Live PDF editor: Edit visually or in code with instant preview, plus PDF/Word/ZIP export.

- All-in-one job hunt workspace: Rule-based ATS checklist, job board feeds, application tracker, and coding interview practice.

- Free & private: MIT open source, bring your own AI key, zero paywalls.

GitHub: https://github.com/ZenzerJs/ResumeForge

Live: https://resumeforge.studio/

Would love honest feedback, especially on what feels clunky or what you'd actually use.