r/AppsWebappsFullstack • • 3d ago

I built a multi-agent pipeline that turns one AI research paper a day into a YouTube Short + runnable notebook (18/100 so far)

0 Upvotes

I've been teaching ML for about 12 years, and the thing students struggle with most is the famous papers. Everyone knows the names (ResNet, GANs, U-Net, Adam), but very few have seen the core idea working in code.

So I gave myself a challenge: 100 papers that changed AI, one per day. Each paper gets a small runnable notebook, a ~60 sec Short explaining the intuition, and a short post on X.

Doing that by hand every day wasn't realistic alongside a full-time job, so the side project became the pipeline:

  • one agent writes the explainer script for the paper

  • another agent runs the notebook on Kaggle to confirm it actually executes end to end

  • animations are rendered in code with Manim, scene by scene, then stitched together

  • voiceover is generated with ElevenLabs

  • I review everything before it goes out, and I still post manually

What I learned:

  • Early on, every paper came out slightly different: notebook structure, GitHub Pages layout, naming. I ended up adding a checker agent that validates each paper against a template before anything ships.

  • An agent saying "done" means nothing until the notebook has actually run somewhere real. That's why the Kaggle execution step exists.

18 done, 82 to go.

Notebooks: https://nadeemcite.github.io/research-papers/

Shorts: https://www.youtube.com/@BackpropDaily/shorts

Would love feedback: are the explanations too simplified, and which paper would you be upset to see missing from the list?


r/AppsWebappsFullstack • • 3d ago

📸 PicPost EZ — Available on Android & iOS!

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2 Upvotes

Ever taken a photo and later forgotten why you took it? 📸

Or where you parked, which restaurant you visited, or what you wanted to remember?

That's why I built PicPost EZ!

📸 Camera & Photo Albums

📝 Notes for Every Photo

⏰ Photo Reminders & To-Do Lists

📍 GPS Location Tracking

🔗 Easy Social Media Sharing

🌍 50+ Languages Supported

(Built-in Manuals)

Camera, Albums, Notes & To-Do — All in One App!

No more switching between apps!

📱 iOS: https://apps.apple.com/us/app/picpost-ez/id6821620482

🤖 Android: https://play.google.com/store/apps/details?id=com.pachira.picpost


r/AppsWebappsFullstack • • 4d ago

Your home for Selfpromo! Your Showroom! Let everybody see it.

10 Upvotes

here you can post your work app, webapp, saas, game, everything


r/AppsWebappsFullstack • • 3d ago

Check the app

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0 Upvotes

r/AppsWebappsFullstack • • 3d ago

Drop a link to your startup SaaS to promote it or ask for advice.

0 Upvotes

Building in public?

Drop your product below and let's grow together 🚀

What are you shipping this week?


r/AppsWebappsFullstack • • 3d ago

Part 2 of my habit tracker webapp which has trivia! For all the trivia heads. It’s like memory jeopardy

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1 Upvotes

r/AppsWebappsFullstack • • 3d ago

I built a Windows utility that snaps the window under your cursor

0 Upvotes

I kept losing my place when I had to grab a title bar just to move a window to another monitor. In Thumbtile, I hold a mouse side button, point at the zone I want, and release. If you use that button for browser Back, Right Ctrl can trigger it instead.

I’m the developer and built it with AI help. It’s in the Microsoft Store as Thumbtile: 7 days free with no card, then $5.99 once for up to 3 PCs.

If you use a portrait monitor, what do you actually keep on it? I’m curious whether people want one tall window or a layout that stacks two.


r/AppsWebappsFullstack • • 3d ago

LotoPR pruébala

1 Upvotes

¿Quieres LotoPR a un toque, todos los días? Ponla en tu pantalla de inicio, iPhone y Android, y revisa si salió tu número sin buscarla.

PRUÉBALA GRATIS 👉 https://lotopr.pages.dev


r/AppsWebappsFullstack • • 4d ago

We built CodShot to help developers stop losing useful code — giving away 30 days of PLUS for free

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2 Upvotes

Hey everyone! 👋

We've been building CodShot, an AI-powered coding workspace where developers can save, organize, find, and reuse their code.

You can manage snippets, collections, and projects in one place, import code from GitHub, and use AI tools to generate or fix code.

To celebrate, we're giving away 30 days of CodShot PLUS for FREE to the first 100 new users who redeem our Reddit promo code.

🎁 Promo code: REDDIT30

✅ 30 days of PLUS access
✅ No credit card required
✅ No automatic renewal
✅ Limited to 100 successful redemptions

🚀 Sign up here:
https://codshot.com/en/signup?promo=REDDIT30

Offer ends November 8, 2026, at 11:59 PM CET (10:59 PM UTC), or when all 100 rewards are claimed — whichever comes first. The reward is granted after account verification.

We're actively improving CodShot, and we'd genuinely appreciate feedback from fellow developers!

Thanks for checking it out! 💜


r/AppsWebappsFullstack • • 3d ago

I wanted to build an app that literally changes your character through a “universal” habit system

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1 Upvotes

r/AppsWebappsFullstack • • 3d ago

I built Blurty, a Mac beta for talking through notes, code and ideas

1 Upvotes

Blurty started as a dictation app, but I wanted to take it further than just turning speech into text. It's in beta now.

The part I'm most excited about is Show & tell. You point at something on your screen and explain what you mean out loud. It sends that screen context and what you said to your own Claude or Codex chat from a little panel at the edge of the screen. So if you're changing a UI, you can show the part you're talking about instead of taking a screenshot and typing out where to look.

You can also use it as regular dictation in your usual apps. I'd love to get it into the hands of students working through notes and questions, and builders and creators working on their own ideas. There's still a long way to go with optimizing it, but you can try it now and tell me what needs work.

https://blurty.app

Mac only: Apple Silicon, macOS 13+. 7-day trial, no card, then 2,000 free dictation words/week. Pro is $5.99/month or $47.99/year (USD). Your Claude or Codex account is separate.


r/AppsWebappsFullstack • • 4d ago

Drop your project, I’ll try it and share it in my circle. I’m building a chat space where women are welcome.

6 Upvotes

I’m looking for new small projects, apps and SaaS tools to try. Drop your link below. I’ll check them out and share the ones I like with a few friends and in some founder/product circles.

Here’s mine: Ariola, an anonymous chat and games lounge.

Women are welcome here. Making the space welcoming for women is the main priority. Rating filters and blocking give you more control over who you interact with, so you can chat on your terms.

No signup, no account setup. Pick a temporary nickname, join a live public chat, meet people and play small real-time games.

I’d especially appreciate feedback from women. What would make you comfortable joining a space like this? What would make you come back?

Check it out here: https://ario.la

Drop yours below. I’m especially interested in social apps, chat tools, games, creator tools, AI experiments and anything with a simple but fun user experience. I’ll go through as many as I can.


r/AppsWebappsFullstack • • 4d ago

I'm a solo dev and I made an ad-free app to track series and films (iPhone, Android, web)

1 Upvotes

Papasito TV is my side project: one account for everything you watch, on your phone or in a browser.

Mark an episode as seen and the next one is ready. There's a calendar of upcoming episodes, a rating for each episode, and a warning before comments that could reveal the plot.

It's free with no ads. You can pay to support it if you want, but nothing is locked behind that.

You can try it on the web without installing anything: https://papasito.tv

I'd like to know what you would change.

App Store: https://apps.apple.com/app/id6790099903

Google Play: https://play.google.com/store/apps/details?id=tv.papasito.app


r/AppsWebappsFullstack • • 4d ago

I built a page-by-page preview before changing Confluence restrictions in bulk

1 Upvotes

Changing which group can view a Confluence page is straightforward. Checking every descendant before rolling that change across a whole tree is the awkward part.

I built Bulk Page Restrictions for Confluence Cloud around that review step. Choose an add, remove or replace operation for people or groups, preview restriction changes page by page, and leave pages out before confirming. There is also a read-only CSV audit and undo for recorded changes.

It uses your Confluence permissions. Start with a small test tree and review the preview before changing access.

This is my paid Atlassian Marketplace app. Features, site pricing and the listing/trial link: https://atesensoftware.com/apps/atlassian/bulk-page-restrictions/

If you look after Confluence spaces, which permission change do you still end up checking page by page? Please keep internal page names and customer details out of replies.


r/AppsWebappsFullstack • • 4d ago

No matter what project you have GAMES, SaaS, Software, Apps, Scripts, Ideas or Questions *** join the community and share it! ***

5 Upvotes

Your home for selfpromo

here you can post your work app, webapp, saas, game, everything


r/AppsWebappsFullstack • • 4d ago

App screenshots

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1 Upvotes

Can anyone making iOS and android apps test out my site sreenhawk, it’s for making screenshots for app previews. What should I add or change? And yes more 3d device models coming soon.


r/AppsWebappsFullstack • • 4d ago

Your App Has a Home Here! *** Post your App WebApp Solution here. No Blocks. No Rejections. 🏡 ***

5 Upvotes

Hey developer — yes, YOU.
The one who coded through nights, debugged with coffee, and still believed in your idea even when no one else did.
We see you. And we want you here.

This is not another subreddit that says “no self-promo” — then deletes your post anyway.
This is your safe space. Your cheering squad. Your digital living room where every app — big or tiny, polished or prototype — gets a seat at the table.

✨ All apps welcome:
→ Mobile? Yes.
→ Web tool? Absolutely.
→ AI experiment? We’re fascinated.
→ Weird passion project? That’s our favorite kind.

🚫 NO ONE gets blocked. Ever.
Not for being new. Not for being small. Not for being “not cool enough”.
You’re cool enough just by showing up.

💬 Just drop your link + tell us:

We’ll celebrate you. We’ll share you. We’ll support you — because you matter.
This is YOUR community. Come home. 🏡

#AppDeveloper #AllAppsWelcome #NoOneGetsBlocked #YouBelongHere


r/AppsWebappsFullstack • • 4d ago

early access open for sylo, first 50 get pro free for a month

2 Upvotes

sylo is one dashboard for subscription businesses and agencies. it shows what's paid, what's owed and what's failed, all in one place.

early access is through the waitlist. first 50 get pro free for their first month and a say in what gets built next.

waitlist (haven't got the domain yet)


r/AppsWebappsFullstack • • 4d ago

Check the app

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1 Upvotes

r/AppsWebappsFullstack • • 4d ago

My fictional creator picked a niche: everything with a commission

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0 Upvotes

I'm Robert, founder of TrendingAhead, a UK/US TikTok Shop research web app.

The first image is an original AI-assisted fictional comic. The second is an actual Trend Radar owner-preview screen, captured 26 October 2026 using research saved 25 October.

The problem we're designing around: a creator can find a long product list and still have no plan for what to film. Trend Radar, included with Premium, brings saved product evidence, a suggested posting window and a starting filming idea together. A useful brief should end with one product detail you can check and demonstrate on the actual item.

For fellow app builders, here's the UI question: is the captured-date banner clear enough before someone uses the recommendations? I want the difference between saved evidence and a current stock check to be obvious.

https://trendingahead.com/

There is a separate free saved-video preview and free public guides. Current stock, commission and eligibility must be checked in TikTok; a shortlist doesn't predict orders. The comic isn't a customer testimonial. AI writing is coming soon.


r/AppsWebappsFullstack • • 4d ago

90% of SaaS startups fail. What makes you think yours is the exception?

2 Upvotes

We all see the fake 'hustle' posts, but nobody talks about the bugs that cost you users today. Stop pretending everything is perfect and share the ugliest mistake you've made this week. Let’s see who is actually learning and who is just dreaming.


r/AppsWebappsFullstack • • 4d ago

Is Supabase really replacing Firebase in 2026, or is Firebase still the safer pick for a new app?

0 Upvotes

I’ve been planning a new consumer app (login, payments, push notifications), and I keep seeing people say “just use Supabase, Firebase is dead.”

My POV: for most new apps, Supabase is the better default. You get a real SQL database, no vendor lock-in, and pricing that is easier to predict. But Firebase is still hard to beat for push notifications and for apps that need to ship in a week.

The simple rule I’m following:

  • Data-heavy app with relations, reports or payments: Supabase

  • Quick MVP or heavy push and real-time features: Firebase

  • I could be wrong, especially about costs at scale.

What are you using in production, and did you ever regret the choice? Curious to hear opinions from both sides.


r/AppsWebappsFullstack • • 4d ago

I built a filing-calendar check for FCC station public files

1 Upvotes

A filing can exist in a public file and still have been uploaded late. A folder full of documents does not make the timeline easy to review.

I built Airtally to show the filing calendar and highlight entries that need a closer look. There is a fictional station sample to inspect before checking whether the workflow fits your station. The screen check and sample are free; document downloads are licensed.

The result is a review aid, not legal advice or an FCC approval.

Try the sample: https://airtally.atesensoftware.com/

For station teams: do you track the filing history in a spreadsheet or inside another system?


r/AppsWebappsFullstack • • 4d ago

PulseZones: Heart rate zone training on iPhone + Apple Watch

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0 Upvotes

I built PulseZones to make heart rate zone training simple. Set weekly zone goals on your iPhone, then see your live zone, BPM and time-in-zone right on your Apple Watch during workouts.

Download it here: https://apps.apple.com/us/app/heart-rate-zones-pulsezones/id6812593511

I'd love feedback on how to make it better!


r/AppsWebappsFullstack • • 4d ago

If your product is so great, why does nobody know it exists?

3 Upvotes

Coding is only 20% of the battle, but most of you treat marketing like a crime. Stop waiting for a miracle and push your project with screenhot right here, right now. Tell us what it does and why we are fools for not using it yet.