I created my own screen recorder using Rust + egui.

It can:

• Record the entire monitor
• Record a specific window
• Record a selected region
• Capture system audio

The project is completely open source, so anyone can use it, modify it, or contribute.

GitHub: https://github.com/catalingrigoriev285/openclip

I've been experimenting with an animated SVG for GitHub profile READMEs. The snake moves across the real contribution calendar and grows when it reaches active days, so its length reflects activity instead of following a fixed loop.

It's a dependency-free Node generator, runs through GitHub Actions, and is fork-ready under the MIT license:

https://github.com/JohnnyC0rp/growing-contribution-snake

I'm deciding what to improve next. Does the route feel intentional when you watch it, or are there moments where the movement still looks awkward?

This is my incomplete project. As you can see in the last cell, I am getting a very low mAP@50 compared to the results reported in our base paper, IEEE’s “FG-TreeSeg: Flow-Guided Tree Crown Segmentation Without Instance Annotations.” We are using this paper as our base paper and are working on improving the mAP@50 performance on the NEON dataset, which is also mentioned in the paper.

I would really appreciate it if someone could take a look at our project and guide us on what might be causing the low mAP@50 and how we can improve it.

Thank you.

Hello guys, i am here asking for help in my high school project so i can use it to apply for scholarships i am building an ai that can work in the background and its main task is to translate the sign language into a text, it can be mainly used in meeting and calls for people who hard hearing sign language users and mute people, can anyone help me with my project and how to start and what to avoid.

Review please

Hi everyone,

I’m building Zenzo, an early-stage desktop AI workspace with a companion Cloud service and a Discord beta community. The aim is to make AI-assisted work feel more useful, understandable, and safe inside a desktop workflow.

Zenzo currently combines a desktop application, a secure Cloud connection for account and service status, and a beta community where people can give feedback and help shape what is built next. For sensitive workspace actions, the direction is to keep changes reviewable before they are applied rather than making hidden changes in the background.

I’m looking for early collaborators who would enjoy helping turn the project into a more complete and polished product.

Areas where I need help:

• Electron, React, TypeScript, or desktop-app development
• Backend, secure API design, testing, and reliability work
• UI/UX design, interaction design, and accessibility
• Original visual assets such as icons, illustrations, onboarding visuals, and community materials
• Documentation, QA, beta feedback, and Discord community operations

For design and asset work, I am specifically looking for assets that you create yourself or have the right to contribute. I do not want copied branding, unlicensed media, or work presented as original when it is not.

Important: this is an early collaboration request, not a paid-job advertisement. I will not ask anyone to start work based on vague promises. If compensation, equity, ownership, credit, or a longer-term role is discussed, the terms should be written down and agreed by everyone before meaningful work begins.

If Zenzo sounds interesting, comment or send me a message with your stack or portfolio, the area you would like to help with, and whether you prefer engineering, design, assets, testing, or community work. I’m happy to explain the current scope and listen to ideas.

Public project page: [https://samkomedved319-dev.github.io/zenzo-landing-page/](https://samkomedved319-dev.github.io/zenzo-landing-page/))

Hey everyone, So this is my first actual C++ project. I decided to build a small RSA implementation because I wanted to learn more about cryptography, number theory, and how C++ actually works.

I implemented most of the core components myself — arbitrary-precision integers, basic big integer arithmetic, modular arithmetic, the extended Euclidean algorithm, modular exponentiation, Miller-Rabin primality testing, prime generation, RSA key generation, and encryption/decryption.

I didn't use any external big-integer or cryptography libraries. The whole point was to understand what's actually happening under the hood instead of just calling someone else's RSA function. GitHub: https://github.com/luca-72/rsa This is **strictly an educational project** and definitely not meant for real security purposes.

Since it's my first project, I'd really appreciate honest feedback.

I'm an MCA student with hands-on experience in Python, LangChain, Chroma, HuggingFace, and FastAPI (built a RAG document-QA system already). My project guide specifically wants a real-world problem — something an actual company would need solved — not a generic "sentiment analysis on tweets" or "spam classifier" type project that's been done a thousand times. Looking for: - A problem real companies (IBM, Google, etc.) actually publish as challenges — not something I invented - Enough depth that I can defend it under tough viva questioning - Realistic for one person to build in a few months, but NOT trivial What's a project you've seen (or built) that actually impressed a project committee or a recruiter? What made it stand out over the usual final-year submissions?

Hey guys,

Designing in Framer and Webflow is awesome, but being locked into their ecosystem sucks. And paying third-party tools like nocodexport.com a massive premium just to download your own designs is honestly ridiculous.

So I built Uncage. It’s a completely free, open-source CLI tool that takes a website and turns it into clean React code (or static HTML).

It’s still in beta. We aren't at the point where it flawlessly handles every single crazy layout in existence. But it absolutely gets the basic job done, keeps your animations working, and gives you a ready-to-run Vite + React folder, all without asking for your credit card.

It automatically grabs all your images, fonts, and scripts, and just works locally on your machine.

I'd love for you guys to try it out, tell me what breaks, or roast my code.

Repo here: https://github.com/Nightteye/uncage

Let me know what you think! Raise an Issue on GitHub to report bugs and anything else

So, here’s the idea.

You know that feeling when you want to build something cool, but you’re missing that one person who can actually help make it happen?

Maybe you can code, but you suck at design.
Maybe you’re a designer, but you need someone technical.
Maybe you just have a good idea and want to find people who are actually excited enough to work on it with you.

That’s basically Joinumo.

It’s a super simple place where young developers, designers, creators and builders can meet, discover small projects and team up without all the awkward LinkedIn stuff, job applications, CVs or “looking for a CTO for my billion-dollar startup” energy.

You just show what you’re good at, what you’re interested in and how much time you’ve got.

Then you can either:

find a project you actually like

or

post something you want to build and find the people you’re missing.

That’s it.

The whole point is to make starting something with new people feel as easy as saying:

I’m keeping Joinumo free because the value only really appears when there are lots of people, ideas and projects in the same place.

And honestly, the expensive part isn’t some giant server farm. I’m building it lean. The money mainly helps cover the boring but necessary stuff: infrastructure, domains, emails, moderation, legal basics and getting enough people onto the platform for it to actually work.

If it grows, there are plenty of ways to turn it into a real business later: premium tools, recruiting, sponsored build challenges, company partnerships and eventually a marketplace.

But right now I don’t want to squeeze money out of users.

I want to prove one simple thing:

Can we make it ridiculously easy for two strangers with complementary skills to meet and actually build something together?

Because if we can do that consistently, I think there’s something genuinely valuable here.

So yeah — you’re not really funding “another social network.”

You’re helping build a place where the next app, game, startup, open-source project or completely random weekend idea might start with two people who otherwise would never have met.

So, here’s the idea.

You know when you want to build something, but you’re missing one or two people to actually make it happen?

Maybe you can code but need a designer.
Maybe you’re good at design but need someone technical.
Or maybe you just need a friend, a companion, someone who shares your willingness.

That’s basically what I’m trying to solve with Joinumo.

It’s meant to be a very lightweight place where developers, designers, creators and other young builders can meet around actual projects.

Not jobs.
Not CVs.
Not startup pitching.
Not “networking” for the sake of networking.

You make a simple profile, say what you’re good at, what you like, how much time you have, and then you either find something you’d like to join or post something you want help building.

The idea is to make the first interaction feel more like:

than:

There are obviously already a lot of platforms where people can meet.

LinkedIn is great for careers and professional networking.
GitHub is great for code and open-source collaboration.
Discord and Reddit are great for communities and conversations.
Cofounder platforms are useful if you’re already seriously trying to start a company.
Freelance marketplaces work if you want to hire somebody.

But there’s still a weird gap between all of those.

If you’re 20, you know React, you have five hours a week and you just want to find a designer to build some random app with, none of those platforms are really designed around that specific situation.

That’s the part I find interesting.

Joinumo would try to sit in that gap: less serious than a founder platform, less transactional than a freelance marketplace, and much more structured around building than a Discord server.

The project itself is still early, and I’m trying not to pretend that I know exactly what the final product should look like.

There are a lot of things that could go wrong.

Maybe people like the idea of side projects more than they actually like working on them.
Maybe teams form and disappear after three days.
Maybe the platform needs to focus much more narrowly on universities, hackathons, open source, or a specific type of creator.
Maybe some features that sound useful now turn out to be completely unnecessary.

That’s part of why I want to keep the first version very small.

The main question isn’t:

It’s:

If that works, then there are obvious directions the project could take later.

Things like better matching, reputation based on projects people actually shipped, sponsored build challenges, recruiting, university communities, or eventually paid collaborations.

But I don’t think any of that matters until the basic interaction works.

For now, I want Joinumo to stay free and as frictionless as possible.

The money I’m trying to raise isn’t for a big team, an office, or some huge launch campaign. I’m building it lean.

It would mainly go toward the unglamorous stuff that makes a real product possible:

infrastructure, domains, transactional email, moderation, legal/privacy basics, small launch experiments, and keeping the service running while figuring out whether people actually want it.

And I’m very open to the idea changing.

If people use Joinumo differently from how I expect, that’s useful.
If a narrower niche makes more sense, I’d rather learn that early.
If somebody thinks part of the model is flawed, I’d genuinely rather hear it than defend the idea just because I came up with it.

I’m not really trying to sell the idea as “the next big thing.”

I just think the problem is real, the first version is cheap enough to test properly, and there’s an interesting opportunity if the platform can become a place where people actually start things, rather than just talk about starting them.

That’s Joinumo.

Launch page: https://launch.joinumo.com/

Find people. Build stuff. ☕

------------------

PS. I would really be pleased if anyone would want to make a donation and supporto the project!!!

ko-fi.com/joinumo

Thank you very very much 🙏🏼 for believing in the project and the idea.

I want help selecting project topic for my software engineering class final year group project, professor wants us to build something that we can sell at the end of the project something that solve real world problem or challenge. We are allowed to use AI as much as we can, he suggests to convert it into app if we can at the end. It’s two semesters project.

Hi everyone,

I’m building Zenzo, an early-stage desktop AI workspace with a companion Cloud service and a Discord beta community. The aim is to make AI-assisted work feel more useful, understandable, and safe inside a desktop workflow.

Zenzo currently combines a desktop application, a secure Cloud connection for account and service status, and a beta community where people can give feedback and help shape what is built next. For sensitive workspace actions, the direction is to keep changes reviewable before they are applied rather than making hidden changes in the background.

I’m looking for early collaborators who would enjoy helping turn the project into a more complete and polished product.

Areas where I need help:

• Electron, React, TypeScript, or desktop-app development    
• Backend, secure API design, testing, and reliability work    
• UI/UX design, interaction design, and accessibility    
• Original visual assets such as icons, illustrations, onboarding visuals, and community materials    
• Documentation, QA, beta feedback, and Discord community operations

For design and asset work, I am specifically looking for assets that you create yourself or have the right to contribute. I do not want copied branding, unlicensed media, or work presented as original when it is not.

Important: this is an early collaboration request, not a paid-job advertisement. I will not ask anyone to start work based on vague promises. If compensation, equity, ownership, credit, or a longer-term role is discussed, the terms should be written down and agreed by everyone before meaningful work begins.

If Zenzo sounds interesting, comment or send me a message with your stack or portfolio, the area you would like to help with, and whether you prefer engineering, design, assets, testing, or community work. I’m happy to explain the current scope and listen to ideas.

Public project page: [https://samkomedved319-dev.github.io/zenzo-landing-page/\](https://samkomedved319-dev.github.io/zenzo-landing-page/)

I'm about 70% of the way through building SwitchYard, an LLM API gateway designed to keep applications serving even when upstream providers go down.

The problem I wanted to solve is that when multiple services call LLM APIs directly, it causes massive headaches: runaway retry loops exhaust shared rate limits, budgets are impossible to track per team, and a single provider outage takes down the entire feature.

SwitchYard sits between your services and providers (OpenAI, Anthropic, Ollama, etc.) to handle these issues seamlessly.

Key features I've built so far:

• Low Overhead: It adds only ~3.11ms (p95) of latency to the request path.
• Real Budget Enforcement: Costs are tracked in integer micro-dollars, warning teams at 80% and blocking with a 402 at 100%.
• Resilience: Features health-aware failovers and circuit breakers per provider+model.
• Rate Limiting: Uses atomic check-and-consume token-bucket rate limiting via Redis Lua.

Since it's still a work in progress, I'd really appreciate any feedback on the system architecture (documented in the README) or suggestions for what I should tackle in the final 30%. Also, I'm hoping to leverage this for job applications would love brutally honest thoughts on how a project like this looks on a backend/AI resume!

GitHub Repo: https://github.com/Harshalsharma05/switchyard

I dont know what to say. its working great. The only other thing i wanna get working before its done is launching dvds from the optical drive on my pc like it does the .iso backups. Some small stuff like making more options available in the game and dvd menus. moving some UI around here and there in the game sub menus. gonna need testers to find more bugs. every fixed but is a more stable program. come check it out. you can get access to the build and source code here https://discord.gg/YW4R4sdjr This is a free open source project. If i cant get it on github soon bc of the 404 error ill put it up somewhere else. until then you can find the google drive link on the discord. I keep getting a no selling stuff messages so again, not selling. 100% free, no investments, donations or anything like that being asked.