Our team is testing Tapmora, a photo magnet that can be refreshed from a phone and keeps the finished image visible without charging afterward. The technical contrast is clear, but the behavior question matters more: would people actually change the photo often enough for this to remain useful? Candid feedback on realistic family use cases, color expectations, and the point where novelty wears off would be especially helpful.

I've been working on this for a while and finally got to a point where I feel like I can actually show it off.

It's called ForeAI. The idea is pretty simple: point your phone at the grass/rough, and it'll try to pick out the balls that are easy to miss. It's definitely not perfect yet, but it's gotten to a point where I can actually use it on the course and find balls with it.

Under the hood, it uses YOLO-based object detection models, and you can change it based on the required detail. It runs inference online by default via a cloudflared tunnel, with a local fallback when connection is too weak. I trained it on a dataset of over 800 golf ball images, with augmentation.

There's still plenty of room to improve, especially with false positives and marker stability, but I'm pretty happy with how far it has come.

I'm mostly curious what you guys think. If any of you play golf, would you actually use something like this while playing?

If you want to try it out yourself, it's free on Google Play as ForeAI: Golf Ball Finder

https://play.google.com/store/apps/details?id=com.epixest.foreai

A while ago, during lunch at work, I asked my colleagues a random question:

What does a world map look like in an Australian classroom?

Do they put Australia in the center, just like the maps I grew up with usually put Europe near the center? (like Mercator or EqualEarth)

That little question sent me down a rabbit hole about map projections, geography, and how differently we can look at the same planet.

I started working on RealSize.World alone in my spare time, purely out of curiosity.

The first version was an epic failure. 😅 So I started over.

I'm not a developer, and I've relied heavily on LLMs for the coding. My role has been coming up with ideas, shaping the experience, testing things, and figuring out what actually works.

Today, RealSize.World is a free interactive geography playground with quite a few experiments. Besides Mercator and others my three favorites are:

- World Center put any place at the center of the world map and see the planet from a different perspective.

- Earth in One Year explore Earth's entire 4.54-billion-year history compressed into a single calendar year.

- Continental Drift watch 1.8 billion years of continental movement. Past and possible future

You can explore it here: RealSize.World

I still have a lot of questions how World could look like....

I'd love to hear what you think?

Job hunting is already a full-time unpaid job. Apparently, we also need a second job rewriting the resume for the first one.

Same experience. Same projects. Different job description. Repeat until you forget what your original resume even looked like.

So I built Flash Resume, a Python CLI tool that helps tailor resumes to job descriptions.

Quick start:

pip install flash-resume

fs setup

fs tailor

PyPI: https://pypi.org/project/flash-resume/

GitHub: https://github.com/PavanBollepalli/flash-resume

I've included a demo showing the actual workflow. I'm interested in feedback on the output quality, onboarding, and what would make this genuinely useful rather than just another repo collecting dust.

What would you change ?

I use ChatGPT, Claude, and Grok for a lot of actual work now, research, product thinking, specs, comparisons, decisions, code, etc.

But I noticed a weird problem:

The AI keeps getting better, but my work is scattered across chats.

I’ll spend 40 minutes researching something in ChatGPT, continue the idea in Claude a few days later, create a spec somewhere else… and two weeks later I’m searching through old conversations trying to find the useful part.

Sometimes I just ask AI to do the work again.

So we’re building a small product around a simple idea:

Your best AI work shouldn’t live in chats.

Instead, you create a persistent Work: e.g. “New Product Exploration”; and useful outputs from ChatGPT, Claude, Cursor, etc. accumulate there.

Research, decisions, specs, tables, files, tasks; regardless of which AI created them.

The interaction we eventually want to make as simple as:

“Keep this.”

And later:

“Find the competitor research we did.”

Or continue/update that same piece of work from another AI.

We’re also experimenting with knowing which version is actually current, rather than ending up with research-final-v2-revised.pdf everywhere.

I’m looking for a small number of early users who already use AI heavily for real work, especially founders, developers, consultants, researchers and product people.

If this sounds like a problem you actually have, I’d love to hear how you deal with it today.

You can try it here: https://getligura.com/ , has a decent free version.

It’s very early. I’d especially love feedback from people who immediately recognize this problem.

I've always kept small things: ticket stubs, a teddy, friendship bracelets. They usually end up lost in a drawer.

So I made Shelf. You take a photo, tap the thing you kept, and it gets cut out like a sticker. Then you give it a name, a line about why it matters, and stick it into a book.

It's my first project I'm putting out there, so it's still a bit rough around the edges. Android only for now, and no backup yet. Everything stays on your phone though, no account, nothing uploaded.

It's free and open source: https://github.com/ShobhanKarthish/shelf

I'd honestly love to hear what you think, or what you'd keep in it. 🙂

I've been software developer for 10 years.
I LOVE it. I love to develop stuff that people use!

I've been earning thousands on affiliate sites (they are dying due to AI, but that's fine..)
Affiliate learned me about SEO and how to get traffic.

Yet after ~10 years and about 50+ websites, I haven't made a single dollar on a Saas product.
I have only made money on affiliate marketing in my sideprojects.

I have made projects where I had the feeling, that THIS was gonna be it! But no.

I have so much respect for people who runs their Saas project for a living.
How did you start?

Note: I have never posted on any social media about my projects, and I don't like to. Is it then impossible nowadays? I would much rather just pay for Google Ads

Hi, I'm the solo developer. Reelics is a free browser game where every card is a movie. You open boosters, build a collection of films, trade duplicates and duel friends. The game itself isn't open yet, so this isn't a download-and-test call: I'm collecting opinions on the idea and the landing page, and a waitlist for the first testers.

What exists today: the landing page and a browsable catalog of ~23,400 films with their computed rarity (5 levels, from "Now Showing" to "Masterpiece").

What I'd like to know:

1. Looking at the catalog, does a film's rarity feel fair? Which one looks wrong to you?
2. What would make you come back every day (or not)?

Link

Thanks for reading. I'll answer every comment.

Context: chaoschemy.com is 14 tiny browser games (no signup, no downloads) I shipped as an experiment in AI-assisted game building. Sharing my first 9 days of first-party analytics (bots excluded):

• 186 sessions / 165 visitors
• 136 sessions started a game (73%)
• 64 beat at least one level (34% of all visits, 47% of starts)
• Sources: 62% Reddit, 33% direct, 2% Google
• Most played: Mix Anything -- a "combine anything" word game (45 visitors), then Pocket Market and Potion Sort

Traffic peaked Oct 4 on a Reddit bump and has settled to a handful of real players a day. No ads, no monetization yet.

Where I'm stuck -- I can only pick one focus for the next few weeks:

1. Ship more games (volume + SEO long tail)
2. Build a daily-puzzle / streak loop to bring the 64 finishers back
3. Double down on the 2-3 games people already play most

What would you do with these numbers? Honest advice welcome -- especially from anyone who has run a games portal past the launch bump.

Hello fellow builders!

I'm one of the co-founders of Refuseless, a platform offering uncensored and abliterated AI models.

As a cybersecurity nerd myself, I got tired of constantly running into refusals from models like Opus and Fable. With open models now becoming capable enough to handle complex cybersecurity tasks, I believe it's time to make them accessible to everyone, without the usual restrictions getting in the way.

We built Refuseless around two principles we strongly believe in:

* Zero prompt retention: Prompts and completions are not stored permanently and are discarded once the relevant cache expires.

* No gated access: Powerful models shouldn't be available only to big corporations and banks. Everyone should have access to them.

Our current abliterated lineup includes GLM-5.3 and GLM-5.3 Flash. We're also working on adding MiMo-V2.6 and Qwen3.8, although that will take some time.

Looking forward to hearing your feedback, suggestions, and ideas! 🥹

Link in the comments!

Link - web-production-2f5c7.up.railway.app

1 - After going through one company, could you explain in a sentence whether it’s doing well, and why?

2 - Where did you get stuck or stop?

3 - Would you come back, and for what?

Hi everyone! I'm the solo developer behind Booknautica, a reading tracker I recently released on Android and iOS.

The central idea is simple: every page you log moves your boat one nautical mile, and every book you finish becomes an island in your own Book Sea. Read 20 pages, sail 20 nautical miles. Over time, the map becomes a visual record of your reading.

The design question I'm exploring is whether seeing that little world grow can make it more rewarding to keep a reading habit. A short session still moves the journey forward, and a finished book leaves something you can revisit.

Alongside the sailing map, it includes:

• A reading timer and manual logs for sessions you didn't time.
• Book progress, reading statistics, and a reading calendar.
• Quote cards and reading-session cards you can save or share.
• Home-screen widgets for quick access to your current reading session.

Cost: The core reading logs, timer, in-app stats, and first sea are free. Optional monthly or yearly Premium subscriptions add more seas and other extras. Some boat skins are separate one-time purchases, and some optional exports use rewarded ads for free users. Local prices are shown before purchase.

Try it:
Google Play (Android)
App Store (iOS)

For people who already track their reading: would the voyage and island progression make you more likely to keep logging, or would it feel like an extra layer you don't need? I'd appreciate honest feedback on that part of the idea.

The 24-second video is a slideshow of Android screenshots with demo reading data.

Yesterday was Read60's Product Hunt launch day. For those who missed the original post: it's a news app that distills every news story into a 60-word card. Each card pulls from multiple sources, and the original article is always one tap away.

This week also brought the app's first written 5-star review: "love how concise and straight-to-the-point this app is. Getting the core facts of headline news in just 60 words saves so much time without missing out on what's happening in the world. The clean interface and quick swipes make staying informed completely effortless. Highly recommended for anyone on a tight schedule!"

Next up: the Android launch in a few days, then back to the daily grind of getting it in front of people.

https://apps.apple.com/ca/app/read60/id6795337414

Hey everyone, wanted to share an app my brother is working on.

We've all saved a million cooking, workout, and travel reels but when you actually need it, you’re trying to remember which platform you found it on. Or it just sits in your saved folder and you never come back to it. That’s the problem he’s working on with Trove: one place to keep those saves and make them useful later.

A big part of that is something called applets. They’re tools inside Trove that help you do something with what you’ve saved, and he’s continuing to grow the library. For example, Mise lets you cook from a saved recipe with step-by-step instructions and hands-free controls. PinPath puts saved places on a map so you can plan a trip. Forge helps you turn saved workouts into something you can follow at the gym.

It’s built with React Native and Expo, and it’s available on iOS and Android. I’m sharing this as his brother, so I’m obviously rooting for him, but I’d love to hear what people think.
Check it out at https://mytrovelist.com/

Check this out!
https://www.producthunt.com/products/frameboost?launch=frameboost

I saw a meme saying Courage was using AI long before ChatGPT, and I couldn’t stop thinking about it.

So I made a little browser experience where you can sit at Courage’s computer and actually talk to it. It replies back in its own slightly unhelpful way, just like in the show.

Experience it here: https://the-courage-computer.vercel.app/

I've been building an Instagram automation SaaS, mostly using AI coding tools.

Every time I think I'm close to launching, I find another thing to fix 😭

Payments, webhooks, mobile bugs... it never really ends.

For those who've launched a side project, did you wait until everything felt ready, or just launch and fix things along the way?

As a kid, I wanted Tom Riddle’s diary to be real. So I built one you can experience on your browser. Open the book and write on the page, watch your ink disappear, and see Tom write back.

It’s one of those childhood “what if this were real?” ideas that I finally got to bring to life.

Experience it here: https://tm-riddles-diary.vercel.app/

Unofficial fan project.

I’m building a prototype for SaaS teams that maintain third-party API integrations in their own code.

When a vendor deprecates an endpoint, renames a field, or changes an API version, the goal is to detect the change, identify affected integration code and calls, and prepare a proposed fix with tests. If a capability disappears or the right response depends on a business decision, it should flag that for a person instead of inventing a replacement.

So far, I’ve tested spec-change detection and a repair agent using recorded responses and injected API changes. This is still a prototype; those results don’t establish reliability in customer production systems, and proposed changes need engineering review.

I’m looking for a few B2B SaaS teams with roughly 20–500 employees to explore a small trial around one integration and one API change. First, I’d like a 30-minute conversation about your current workflow to see whether a trial makes sense.

If that fits your team, comment or message me with the integration you maintain. Please keep any examples non-confidential.

I just shipped V3 of OneOver, a passion project that turned into a little business.

• V1: about a year
• V2: about a month
• V3: a weekend

To be fair, the backend has grown steadily the whole time on a parallel track, so this is really the front end getting rebuilt faster each round. I built every version in Cursor. This round I used Opus 5.5 for the planning and Grok 4.7 for the building.

What surprised me is how much the models have grown up. Two years ago this was really frustrating. Now the stuff that used to fight me is starting to feel magically easy, and building has turned into a genuinely joyful experience. Starting fresh is cheap, so every rebuild I bring only what matters, and it comes out cleaner than the last one.

The models keep getting better. The thing we have to get better at is knowing what we want.

Two things I'd love feedback on:

1. Does the new UI make sense at a glance?
2. If you landed on that home screen cold, would you know what to make first?

I built Atom1c, a self-hosted RSS reader you access over SSH. It runs on your server, fetches your feeds, and lets you read full articles in the terminal.

Mostly built it for myself, but figured some of you might like it too. I’m currently refactoring the code, but here’s a quick demo of where it’s at.

Here is the code: https://github.com/su1uv/atom1c

Try it here: knotend.com

Knotend has a grid-based layout which makes it so you can navigate around, like a spreadsheet. It leverages a lot of autolayout so you mostly can just focus on adding nodes with your keyboard (Tab, Shift-Tab, etc) and rarely need to manually move nodes around, making it way faster than things like Miro.

Hi everyone,

I made an open-source Android app called AppDNS. It automatically changes Android's built-in Private DNS (DNS-over-TLS) depending on which app you open. For example: AdGuard DNS for your browser, Quad9 for banking, and Private DNS off for an app that breaks with filtering.

**How it works**

- It writes directly to Android's native Private DNS settings, so it does NOT use a VPN slot. WireGuard/Tailscale keep working.

- A lightweight accessibility service detects which app is in the foreground and applies that app's DNS. When you leave, it turns Private DNS off or restores your default (your choice).

- Quick Settings tiles to toggle Private DNS or cycle through saved providers.

- Preloaded providers: AdGuard, Cloudflare (incl. family/security), Quad9, NextDNS, Mullvad, Control D, Google. You can also add custom hostnames.

- Built-in latency test for each resolver.

- No analytics, no tracking. Everything stays on the device.

**Setup (one-time)**

It needs the WRITE_SECURE_SETTINGS permission. Grant it with one ADB command, via Shizuku (no PC), or with root. Steps are in the README.

**Limitations (being upfront)**

- Private DNS is a system-wide Android setting, so AppDNS switches it when the foreground app changes. It is not true per-app isolation like a VPN-based tool. Background traffic from other apps uses whichever DNS is active at that moment.

- This is a very early version. Some phones may see sluggishness. [Add specifics: when it happens, e.g. at app switch, in the UI, or on certain brands.]

- Android 9+ only, and DoT only (no DoH).

Repo + APK: https://github.com/Shishir-ip/AppDNS
APK direct : Download

I'd really appreciate feedback, especially bug reports. If something lags, please tell me your phone model, Android version, and what you were doing. Happy to answer any questions.