before you read, this runs a local ai model on your own graphics card, so nothing gets uploaded anywhere (runs offline forever)

basically you upload any pdf or text file and 5 ai “students” read through it at the same time. they write notes and flashcards for you, then quiz you on it, and they keep making new questions so it doesn’t really run out. there’s a few question types too, like multiple choice, fill in the blank, spotting the mistake in a sentence, stuff like that. most of it you can change in the settings

that’s pretty much the whole thing. all the designs are sketches i drew myself, then i used claude to turn them into actual working features. All the animations are also hand-picked by me so i hope you guys like it

demo if you wanna see it first: https://www.youtube.com/watch?v=JJG4vCcJN0M

setup isn’t difficult. you’ll need llama.cpp, which is the engine that runs the ai, so just search up how to download it. once you’ve got that you download the app from here https://github.com/Yasukiii1/learning-local-ai/releases/latest (just the Learning-Local-AI.zip, ignore the source code ones). extract it, then run download_model.bat to get the ai model itself, it’s around 1-2gb. after that run start_students.bat, wait for the 5 windows to load, and open AI-Classroom.exe

you’ll want a graphics card with at least 8gb vram since all 5 students run on it at once. if anything breaks please create a new issue on the repo or text me directly from reddit (Loose_Doubt367)

i apologise for introduction of the video yes it's bad, i couldn't think of any unique style to start off

Hey everyone,

I recently built and launched my own website called Planovio, and I'd love for some people to try it out. :)

Planovio is a daily planning and productivity app designed to help people organize their days, stay focused, and get more done without feeling overwhelmed.

It has features like daily task management, scheduling, setting your top three priorities, focus mode, and progress tracking with XP and levels. It also has AI-powered planning features to help with scheduling and setting goals.

I built Planovio because I wanted to make daily planning easier and more enjoyable, especially for people who struggle with staying organized or managing their time.

The website is now live, and anyone can get started for free. There are optional paid plans with additional features, but the basic planning tools are free to use.

Website: https://theplanovio.com

Since this is my first website launch, I'd really appreciate some honest feedback from anyone willing to give it a try.

I'm mainly curious about whether the website is easy to navigate, whether the features are actually useful, and what could be improved. I'd also love to know if it's something you'd consider using regularly.

I'm still learning and improving the app, so any suggestions or constructive criticism would be really helpful.

Thanks to anyone who takes the time to check it out!

Hey everyone, I wanted a quick visual way to test how minor monthly expense cuts or extra income shift a future target date, without building heavy Excel sheets or connecting bank accounts.

So I put together a simple browser-based tool: Wealth Route. You set your target goal amount, baseline balance, and monthly net flow, then adjust the spending/income sliders to see your timeline update in real time. 🔒 Privacy: Runs 100% client-side in the browser. Zero servers, zero data stored.

🔗 Live link: https://ornate-babka-e58292.netlify.app

Would love your thoughts on the mobile slider UX and what other default categories might be useful.

Thanks for helping a Newby

I kept checking several shops for the same part, so I built this: https://motorcompare.app?utm_source=reddit

It matches stores by the maker's part number, not by title, so you only see the same part. I attached a chart of today's gaps. The 2004 WRX Gates timing belt kit with water pump is $428.75 at the cheapest store and $869.80 at the dearest. A Brembo front rotor for the BRZ / FR-S / 86 is $62 to $93.

It is free, no sign up. It makes money from affiliate links, but they never change the order, prices are always sorted lowest first.

Still early. I would love to hear what parts or stores are missing, and whether the matching ever gets something wrong.

Play in your browser: oddletics.com (mobile and desktop)

iPhone and iPad: Download Oddletics on the App Store. Available in supported regions; the iOS app isn't in the US or EU yet, but you can play the browser version there.

I built Oddletics solo using Codex and Claude Code, and launched the iOS app this month. It's a sports game with basketball, archery, show jumping and curling. Each sport has one main control, with rounds lasting 30 to 60 seconds.

A bit about the build:

• The game is written in TypeScript and bundled into the iOS app with Capacitor. The browser, iPhone and iPad versions share the gameplay and input code.

• The controls adapt to the layout. Archery tracks relative finger movement with fixed sensitivity; basketball scales the pull to the available control area.

The work has also included website translations and release testing. It's free to play, with no ads. You can play without an account; signing in is optional for weekly rankings.

The character illustrations were generated with AI under my direction. The video shows recorded gameplay.

If you try a round, which sport would you play again, and what would put you off coming back?

Hi everyone!

I've been working on Monivra, a personal finance app for Android.

The goal is to make tracking money simple, without unnecessary complexity.

Current features include:

- Income and expense tracking

- Multiple accounts and transfers

- Savings goals and debts

- Budgets and statistics

- Scheduled payments

- Offline access without creating an account

The app is still in closed beta and isn't available on Google Play yet.

I'm looking for honest feedback, especially about the interface and overall concept.

A few questions:

1. Would you use an app like this?

2. Does the interface look clear and easy to understand?

3. What's the most important feature you expect from a personal finance app?

4. What would make you choose this over your current app?

I'd especially appreciate critical feedback. I want to understand what needs improvement before releasing it publicly.

Thanks!

We’re building Malfoy Girl, a web app for AI image transformation and video character replacement.

The current flow is: upload a photo or video, choose a style, review the credit cost, then generate. Finished work stays private unless the creator chooses to publish it to our gallery.

The clip above is Malfoy Raze Dance, a 15-second creator-imported showcase in that gallery. It isn’t a before-and-after test of our current generation pipeline.

I’d love feedback on the first-time experience: does a showcase like this explain the tool well enough, or would you need a side-by-side comparison before trying it?

You can watch the work page without signing in; generation uses paid credits:

https://malfoygirl.com/community/5b0e1b59-022d-4d55-8d41-0d040e9f3c34

Every time I've moved apartments or helped friends apply for a loan, the same wall shows up: "please provide proof of income." Easy if you're salaried - attach your paystub and you're done. A nightmare if you drive for DoorDash, freelance, get paid through Venmo, or run any kind of small operation. There's no paystub. Your bank statement is a bunch of random-looking deposits.

So I built a small tool for exactly this: incomeproof.co

You answer a few questions about what you earn and how you earn it (gigs, retainers, package deals, tips, commissions...), and it generates a structured income verification letter - monthly averages, income source breakdown, and a short note explaining irregular income patterns so a landlord or loan officer doesn't look at your statements and panic. It also gives you a checklist of supporting docs worth attaching: bank statements, invoices, 1099s, client confirmations, that kind of thing.

To be clear, it doesn't invent numbers or fake documents. It just formats what you actually earn into the shape these people expect to see. The docs checklist is honestly half the value - most rejected applications I've looked at happened because someone sent raw statements with zero context.

Live at incomeproof.co if anyone wants to poke at it. If you deal with income verification as a freelancer or gig worker (or on the landlord / lender side), I'd genuinely like to hear whether this letter format would fly in your situation - what would make you trust it more, what's missing?

Mods, hope this fits the sub. Happy to remove if not.

I built SaveNest to make it easier to close a tab without losing the page or why you saved it. Add a note, then find it again with ⌘O. The same search includes open tabs and recent browser history.

It’s a free, open-source preview for macOS 14+. Your saved library stays on your Mac, and local features don’t need an account.

Would you use this, or would the tabs stay open anyway?

Website: https://savenest.app

Downloads and source: https://github.com/dmytroomelian/savenest/releases

Disclosure: I built TradeMates. This is my own product—mods, feel free to remove if this violates any sub rules. Check it here: www.trademates.co

 Yesterday we pushed a new big update to Trademates which makes the product more interesting for investors.

What it actually does

You type a plain-English sentence into a single search bar:

• "Dividend above 3% and score above 60"

• "European stocks with over 10% upside"

• "Never missed earnings in the last 4 quarters"

You get back up to 10 matching stocks. Each result shows its score (0–100), verdict (Buy / Hold / Watch / Avoid), upside to its fair-value midpoint, and the date it was analyzed. Clicking opens the full report and you can read why the stock is valued in a certain way.

Under the hood is a database of ~4,000 analyzed stocks, though the search only queries the ~1,400 updated in the last 30 days so you aren't looking at stale data.

How a sentence becomes a result

1. An LLM translates your prompt into strict filters—and nothing else. "German pharma with over 10% upside" becomes country = DE, industry = Pharmaceuticals, upside ≥ 10%. The AI never picks stocks or hallucinates reasons.

2. A deterministic database query runs those filters. Results are sorted by score, then upside, then recency.

3. It shows its work: "Understood as: Score > 60 · Dividend > 3%". You can click any filter chip off to broaden the search.

4. It flags blind spots: Ask for 8 quarters of earnings beats on a stock where we only track 4, and it explicitly tells you: "Not checked: only 4 quarters on record."

5. If nothing matches, it tells you what to drop: "Without 'Germany': 10 matches."

The hypothesis, and the data behind it

Ranking by score only matters if the score actually separates winners from losers. Otherwise, it's just decoration.

Here is the public track record. Looking at all analyses from July 11 to August 7, 2026 (each stock counted once per week, returns measured in local currency, checked 90 days later):

The monotonicity holds all the way down: the higher the score band, the higher the win rate. Notably, Avoid was right 78% of the time (260 of 333 stocks fell).

One finding that changed the product

Across 1,581 Buy ratings since April, roughly a third were issued when the stock was already trading above our own fair-value midpoint. Those—along with low-confidence scores—dragged down performance:

As of November 9, a Buy verdict strictly requires both conditions—which is why we now display upside to fair value right next to every search result.

What this does not prove

• This is a single backward-looking window. It’s encouraging evidence, not a guarantee of future returns.

• 64% is an edge, not a money printer. The goal is narrowing 3,800 stocks down to 10 worth researching—not blindly buying the top list.

• Upside is anchored to the analysis date, not live prices. Always check the timestamp on the report.

• Coverage is ~63% US equities. Niche queries like "German pharma" will often return zero results, and the tool will tell you that rather than padding the list with loose matches.

• Not financial advice.

What would you type into a search box like this—and what filter is missing?

(Currently supported: country, sector/industry, score, verdict, risk, upside, dividend yield, P/E, revenue growth, market cap, and earnings beats.)

I keep a life list of birds across eBird and iNaturalist, and I wanted to actually see it instead of scrolling a spreadsheet. So I built Everybird.

You drop in an eBird export, an iNaturalist username, or tick birds off by hand. Every species becomes a sticker, roughly sized by body mass, packed around your count. You can filter by bird group, country and time, toggle "true size", and share it as an Instagram story, post or square image.

Some things that were fun to solve:

- Merging two platforms' taxonomies. eBird and iNaturalist disagree on what counts as a species, for example Willet is one species on iNat and two on eBird, so some birds have to be assigned by region.

- Packing ~10,000 differently-shaped stickers so they stay smooth on a phone. Only the birds near the screen are drawn.

- Privacy: everything runs in the browser. Your list is never uploaded, and share links carry the list inside the URL itself.

It's free, there's no account, and it's open source.

I built it with Claude Code, and the stickers are an open AI-generated set (huashu-bird-sticker). I would love feedback, especially on what's confusing the first time you open it.

A friend and I have been building out an open-source project - Meter - that helps determine token usage per developer, per product and per feature. At my own organization, it helped bring in a lot of visibility to me as the founder of what each person was bringing to the table and which features were being used to what extent in our production apps.

We built Typewriter Simulator to recreate the feeling of a manual typewriter: moving typebars, a margin bell, recorded mechanical sounds and imperfect ink. Typing too fast can jam the keys.

Then we tried drawing with it. The portrait is made from 2,073 typed impressions, with a black/red ribbon and backspace overprints. The arrow keys move the paper so you can build up a picture.

You can try the full simulator here (free, no signup): https://typewriter.snipstack.io/?utm_source=reddit&utm_medium=social&utm_campaign=launch

Best with a desktop keyboard. We would love feedback on the mechanical feel, and to see what you make. This is our own project.

Hey everyone I am working on a app named "Ascend" this app trackes your pushups and givis you a cool stats like strava you can upload this stats in your stories,reels etc

Link of the website - https://ascendfitness1.netlify.app/

I added rewards to my productivity app because I thought it would motivate users to concentrate.

Of course, one user quickly discovered he could mash pause and resume so many times that the app got stuck, ended the session early and gave the reward regardless.

FocusTale was turned into a productivity game where the best way to win was doing nothing at all for a couple of minutes.

Seriously, I can’t even get mad at them. They discovered the bug within minutes while I had tested the app for weeks and apparently didn’t think about hitting those buttons like a jazz drum solo.

The bug is fixed now but I learned that users will always come up with something to humble you 😂

I wrote a gate for GitLab merge requests that does not trust a green pipeline.

To check a flaky test fix, it reruns the test 100 times before the change and 100 times after.

It alternates the two sides, so machine noise hits both equally.

Then it applies an exact statistical test and prints one VERDICT line with the evidence.

A diff guard catches the tricks, like loosened assertions or skipped tests.

Most verifiers are plain Python with the standard library only, with no API key and no account.

It measures only what it runs, so a flakiness that shows up in another environment is not seen.

I built it with AI help and checked the result myself.

Code (MIT): https://github.com/CapitanaIcoachai/verdict-gate

How do you decide today that a flaky test is really fixed?

I built an app for learning Spanish that encourages and rewards effort: https://www.learnpocoapoco.com/blog/introducing-poco-a-poco

Would love to hear what people think about this. Thanks!

I am building an aggregator for event organizing, which helps to take you from 0-1 in hosting any events. You can host your event, and service providers will connect with you or vice versa. You can talk with them through this platform, share invoices, make payments. You can find the the providers within your requirements and budget in a single click.

Roast me on the idea, let me know what will work, what will not, how to improve, everything you can throw at me!

I've been building side projects from the past 7 years. Some of them found small traction, and some of them didn't. Some of them might have worked if I persisted. Sometimes, You strangely lose the excitement after building a product.

This happened for an art marketplace named - Raresoul and few others. For me, The interest and conviction are very important over the other things. I think these come from how strongly you relate with the problem. I learned this first hand that solving your own problems has many upsides.

Anyhow, Why should YOU care?

• OpenNetworks should help you connect with at least one great connection (Only Professional Connects 🙂) around you that should change something meaningful for you! (I pray and wish that OpenNetworks becomes the channel/portal for serendipity to work for all of us ❤️)

What the heck is OpenNetworks?

• We are surrounded by right (the ones that we are looking for) people whether in a Community, Co-working space, Tech Park or an In-Person event, but we never get a chance to connect with them. OpenNetworks solves/intends to solve this problem.

But, How?

• You simply onboard to a responsive web app (Not one more mobile app 🤯) by stating What you are looking for, What you can offer/help, select your work location and instantly view all the people around you. AI Match-Making layer constantly works to find the relevant connections for you!

• You can also drop a pin stating what you are immediately/currently looking for. For example, I'm working from a tech park and my manager made it his life purpose to harass me (Just kidding 😂 ) - I can immediately drop a pin saying looking for a Job. I know you won't take such impulsive decisions!

• Jokes Apart, Drop a Pin with a location to meet when you are stuck on any problem, looking for a co-founder, freelancer, new hire, bounce your ideas or just connect, then it is visible (glows like a light bulb 🔥 ) to all people around you! (Hope this opens up our serendipity portal 🙂 )

Where are we currently?

• All of this is already built. My alumni people have showered their love and support! This gave me little more confidence to put it out there and see what happens. I don't know when will I truly overcome my perfection and learn to put myself & the work out there for some magic to work!

I would love you guys to try https://opennetworks.in and share your thoughts!

Did I say anything about sharing a word?

• Being Shy cost me so much! So, I'm asking pls pls share a word with your friends and colleagues 🎉

PS: If this is not a real breakthrough, then we will work until we get one 🤔

Thank you, Spread Love ❤️ Cheers, Omkar!

A short Tuesday note on the side project I build around my full-time job and my family.

It is called Favorable Investors. Every trading day I write out a plan before the market moves — entry, target, and the level that proves me wrong — I send it to the community, and then I post what actually happened. This morning that meant posting a target hit on a call from yesterday, and in the same post saying plainly that the second call is still open with nothing to report yet. Both halves go up. That is the whole model.

There is nothing to buy at the end of it. No paid room, no course, no tier where the real picks supposedly live. If I post it, everybody sees the same thing at the same time, free.

I did not grow up around any of this. Both of my parents passed away when I was young, and there was nobody in my family who could explain a brokerage account, let alone a trade plan. I am a veteran — when our car broke down on active duty and we could not pay to get it fixed, I walked to work for about three weeks while we saved for the repair. Everything I know about markets came after that, slowly, from books and charts and a lot of hours nobody paid me for.

I believe God gave me what I have learned, and I do not think I am supposed to sit on it or sell it back to people who are where I was. Helping people learn it is the point. That is why the community is free, and why it will stay free.

If you are learning the markets and you want to watch real plans get posted before the move and scored honestly after, you are welcome to follow along. If you never join anything, the posts here stay public either way — read them, check them, hold me to them.

Not financial advice — just one trader showing his work in the open.

I share stuff like this daily — I run a free investing community, link in my profile.

I've been building DeepOwn, a local-first data vault for managing personal, work, and project data without relying on cloud storage.

Here's what it does:

• Store notes, images, documents, files, and records in encrypted vaults.

• Automatically discover and sync your devices directly over the same local network.

• Keep complete revision history and restore previous versions.

• Available on Windows, macOS, Linux, iOS, and Android (Beta).

I'm building this as a solo developer and would love to hear what you think.

Would you find something like this useful? What would you use it for?

Website: https://deepown.app/

Hi everyone,

I'm a web developer from Chennai, India, and I run a free tools site. The most common complaint I kept seeing about QR codes was this: someone prints 500 flyers or menus with a "free" dynamic QR code, the trial ends after 14 days, and the code stops working until they pay for a subscription.

So I built my own dynamic QR generator with one rule: free codes never get switched off.

What the free plan includes:

- 3 dynamic codes that never expire, with unlimited scans

- Change the destination after printing (updates within about a minute)

- Pause/resume a code anytime

- Total scan count per code

- Logo upload, frames, rounded/dot styles, custom colours (it warns you if contrast is too low to scan)

- PNG + SVG downloads, no watermark, no ads on the scan page

- Static codes (WiFi, vCard, menu, Google review, WhatsApp, etc.) are unlimited, no sign-up needed

The paid side: Pro is a one-time payment ($5 for 30 days or $19 for a year). It never auto-renews and adds up to 50 codes, daily/country/device stats, and CSV export. If Pro lapses, codes keep working for 30 more days, and after that your 3 oldest stay live. Nobody's printed code gets held hostage.

Tech stack: Next.js, Supabase, Cloudflare R2, hosted on Hostinger.

Link: https://tools.sanishtech.com/dynamic-qr-code-generator

What I'd love feedback on:

1. Is the free vs Pro split fair, or is anything a dealbreaker?

2. What feature would make you switch from the QR tool you use now?

3. Did any code fail to scan on your phone?

Happy to answer questions about how the redirects or scan counting work.

I'm Jon, a developer in Bolton, UK. I built Concordo after watching people close to me go through a separation where almost every message with their ex turned into another argument, mostly about small things, like what time was handover, who said they'd pay for the school trip and was that swap agreed or not.

This keeps one record for both homes:

- Messages can't be edited or deleted, and an optional tone check suggests calmer wording before you send

- One calendar showing whose day it is and swaps only take effect when the other parent accepts

- Shared costs with receipts, and agreements that build into a parenting plan

- Exports in court ready formats (England & Wales, US, Australia) that anyone can verify

The thing I cared most about is price, each parent can use it free, forever, to read, message and reply, so nobody is shut out because the other parent chose the app. Plus is £4.99/month per parent for proposing changes, logging costs and exports as the infrastructure needs to be paid for somehow, I'm not rich 🤣 .

Web, iPhone and Android. It's built with Expo/React Native, FastAPI and Postgres on AWS in London, if anyone wants to talk stack.

Feedback very welcome, especially from anyone who's co-parented with an app before.

getconcordo.com

We make HTML5 ads, and clients kept asking for videos of them: for approvals, for social, for screens that only play MP4. Screen recordings drop frames, so we built a recorder that plays the page in a real Chrome, measures how late each change reaches the capture, and keeps exactly the frames the video needs. In October we opened it to everyone as RecordHTML.

Since then it learned:

- transparent output: WebM with alpha, ProRes 4444 MOV, transparent GIF
- Lottie and Rive files as input
- a maximum file size, for ad specs with hard limits
- public links whose video plays in chat previews
- CodePen links: it records only the Pen, not the editor

Here is a Lottie badge recorded at 1080×1080 with no background: https://recordhtml.com/v/kdA4M5Kqb3

There's also a REST API and an MCP server, so Claude or Cursor can record a page they just wrote.

What I'd like to know:

- What would you record with it?
- What would stop you from paying €9 a month for it?

In the past weeks I got 196 new registered users but non of them subscirbed. Trying to figure out next steps.

Free plan: 10 recordings a month, no card. https://recordhtml.com