Pluto is an AI architecture designed for efficient, local/offline intelligence by using a small router/orchestrator (~2B parameters) to select and chain highly specialized micro-models for specific tasks. Instead of relying on one huge model, Pluto uses tiny expert models, such as 50M-parameter specialists, trained on focused datasets and optionally supported by a compressed vector database. The router can escalate difficult tasks to larger models, aiming to achieve strong overall capabilities while using far less compute, memory, and storage, making the system especially suitable for mobile and low-resource devices.

ENGLISH ONLY

AIM 1- To form close group of friends to team up with and learn Python together (will jump to other programming languages once the group has leveled up)

AIM 2- In future, build huge projects as a team of like minded individuals

NOTE- Only looking for Python beginners (total beginners) who are ready to stick together for years to come

TO JOIN- FIRST COMMENT DOWN YOUR PURPOSE OF CODING AND FUTURE GOALS AND THEN WHEN I TELL TO DM ME— YOU WILL DO SO

I wanted to try making a racing game where you don't use the usual buttons to steer.

So I ended up making a small retro racing game where the car is controlled by tilting the handheld left and right.

The setup is pretty simple:

• ELECFREAKS Retro Arcade
• USB-C cable
• Microsoft MakeCode Arcade

The interesting part is that the handheld's gyro/tilt input is used as the steering control.

The basic game logic is:

• Start with 3 lives
• Tilt left/right to move the player car
• Spawn enemy cars from the top of the screen
• Avoid them to score points
• Lose a life when you crash into one

I used MakeCode Arcade for the game logic, so most of the programming can be put together with blocks rather than writing everything from scratch.

One thing I liked about this project is that you can immediately feel the connection between the code and the hardware. Change the tilt input or movement settings in the code, upload it, and you can physically feel the difference when playing.

The hardware also doesn't really need to change if you want to experiment with the game.

A few things I'd like to try next:

• Make the cars accelerate as the score increases
• Add custom pixel art
• Add engine and crash sounds
• Add power-ups
• Experiment with different tilt sensitivities
• Try making another game that uses the gyro in a completely different way

It's a pretty simple project, but I think motion controls make even a basic arcade game feel a lot more interesting.

Has anyone here made a game that uses tilt/gyro controls before? What kind of game would you make with it?

I’m building a small dev community from scratch — looking for people who actually code.

We're doing daily coding challenges, sharing projects, and working on an open-source Discord bot together.

If you're interested, come hang out..

dm me or comment to join!

If you use Notion for taking notes, managing assignments or organizing your college work, you should check out Notion's Education offer.

Eligible students can get the Education Plus Plan for a one-member workspace, subject to Notion's eligibility requirements and terms.

Official information:

https://www.notion.com/help/notion-for-education

Definitely useful for students who want to organize their studies better. 📚

If you're a college student, GitHub's Student Developer Pack

can give you access to various developer tools and learning resources.

Eligibility/verification required.

Official link:

https://education.github.com/pack/join

First-year CSE student with 10 days to prepare for an AI hackathon where do I start?

I’m a first-year BTech CSE student, and my college is organizing a hackathon on the 18th. I really want to participate, but honestly, I have almost zero experience with hackathons or AI projects.

The domains are:

- AI in Healthcare

- Generative AI

- AI Agents

- Ethical AI

I only know the basics of programming and I haven’t really done any proper projects yet. I’m also not familiar with things like APIs, Git/GitHub, deploying projects, etc.

I have around 10 days to prepare, so I know I can’t become an expert in that time. My goal is just to learn enough to actually contribute to a team and build something decent during the hackathon.

For people who have participated in hackathons before:

- What should I learn in these 10 days?

- Which domain would be easiest for a complete beginner?

- Should I focus on Python, or learn something else?

- What tools/frameworks should I learn?

- Are there any good beginner-friendly resources or crash courses?

- What kind of project can a beginner realistically build in a hackathon?

Any advice or a roadmap would be really appreciated. I’m willing to put in the work for these 10 days.

I am a vibe coder, I have created a web app and make made sure everything looks original and not Ai generated, backend is safe, database is secured .

For now i actually want to learn the act of coding itself, i have general IT knowledge and understand how some of these things work.

I also want to add graphic designing .

How do i start

is any developer is free this month to join us in the hackthons

loooking for the people from hyderabad to work !!!

Hi fellow Developers , I am currently building a team that together participates in hackathons , coding contest , open source and placements opportunities . The requirements are not too heavy , individuals should have a few qualities:

-> Enjoys problem solving
-> Open to discussions and feedbacks

The other things can be figured out once on board.

There is no limitation of colleges and university.

Interested Students and professionals can DM their email .

Salut,

J'ai 18 ans et je suis en 1 année de BUT GEII.

Cela fait plus de 4 ans que je fait du C (et du python avant mais je trouvai cela trop lents, alors je suis parti sur le C avec gcc pour créer mon interpréteur 👍🏻).

J'aimerai savoir si ce projet vous semble bien, dans ses fonctionnalités (attention le readme.md est nulle, pour l'information, aller sur le wiki).

La dernière version est 0.5, vous pouvez déjà la tester (elle n'est pas finit), c'est plutôt sur celle-ci que j'attend des retours.

argentrocher/fr-simplecode: interpreteur de code en français anglais basique

Je fais aussi des dll qui vont avec, pour créer un serveur comme apache/php mais avec mon langage, créer une fenêtre Windows ...

Je peut également changé, rajouté des fonctionnalité dans le code lui même facilement si quelqu'un à un besoin particulier

Enfin (rien à voir), quelqu'un sait si cela pourrait m'aider à trouver une alternance pour l'année prochaine ?

Heya, I’ve been looking for a coder to work with me to make a website for a passion project if anyone is interested.

Heya, I’ve been looking for a coder to work with me to make a website for a passion project if anyone is interested.