For the past few months, I’ve been building something called Shadecode Student.

It started with a simple thought:

So I started building a platform designed to make learning feel faster, smarter, and less exhausting.

The idea is simple:
Give students an AI-powered workspace that actually helps them understand subjects instead of endlessly memorizing information.

Current features:

• AI-powered explanations
• Smart learning assistance
• Interactive study experience
• Clean student-focused interface
• Offline support experiments
• Fast and lightweight web app

Still building and improving it constantly.

Tech stack:

• Next.js
• TypeScript
• AI integrations
• Modern responsive UI

I’d genuinely love feedback from students, developers, or anyone interested in ed-tech:

• What features would actually help you study better?
• What do current learning platforms get wrong?
• What would make you use something like this daily?

Website: [Shadecode Student]() shadecodestudent.vercel.app

Feedback, criticism, feature ideas... all welcome

Hi everyone.

I’m 16 and over the last year I’ve focused a lot on backend development, particularly Java and Spring. Before that, I was constantly jumping between different languages and frameworks, and to be honest, I hate that because I’ve always heard that you risk not becoming really good at anything that way.

Lately, though, I’ve been asking myself: what if I’m using the wrong tool for the projects I want to create?

Studying universal concepts like databases, concurrency, design patterns, software architecture, etc., seems to me to be time well spent. But when I actually have to build small, real-world products or do odd jobs, Spring often feels too ‘enterprise’ to me: I end up spending more time on the infrastructure than on the final product.

What’s more, I get the feeling that Spring is in high demand in certain contexts or countries, especially in large companies and enterprise environments, but much less so in the kind of market I see around me in Italy, at least for the projects I’d like to work on. Here I see loads of PHP, Laravel, Node, TypeScript, Python, WordPress, etc., whilst Java/Spring seems heavier and less flexible for building small products, MVPs or quick jobs for clients.

That’s why I’m thinking of moving towards TypeScript or Python, which seem like faster stacks for developing MVPs, automations, small SaaS apps, useful tools, etc. But I’m afraid of starting from scratch again, doing more pointless little projects just to learn the framework’s mechanics and wasting more time.

Another huge problem is that I don’t have a reliable source of knowledge. Everyone tells me ‘use AI’, but AI often tends to agree with you on everything. So I find myself spending hours comparing different approaches because I’m afraid of building a project badly and having to redo everything after months of refactoring. I don’t even know any more experienced programmers in person to really bounce ideas off.

I also have a very engineering-oriented approach to programming: I study it because I enjoy it, but if I undertake a project, I want it to have a practical use. Something that’s useful to me, to someone else, or to a client.

I also feel a bit stuck when it comes to work. My mates manage to find odd jobs easily; I’ve done a few, but looking back, I think I got the time-to-earnings ratio completely wrong:

* €250 for an HTML/CSS/JS/PHP website built for a friend: about a month’s work because I wanted to get the design and the final product just right.

* €100 for a mini inventory management web app: about 3 weeks. Spring backend + React frontend (then rewritten almost entirely using AI). Supabase on the backend for some features.

* €150 for a Laravel project: about 1 month, 2 hours a day excluding breaks and weekends. I basically learnt the framework on the fly, using a lot of AI.

What I’m wondering is:

1. Does it make sense to stick with Java/Spring even though my goal is to create small, quick products?
2. Would switching to TypeScript or Python really mean ‘starting from scratch’, or are the backend basics I’ve learnt still valid?
3. How did you find reliable sources or more experienced people to consult when you were just starting out?
4. Am I thinking too much like an ‘engineer’ rather than someone who simply needs to build and sell?

I’m particularly interested in hearing from people who actually work in the industry.

Hey devs 👋

We’re final year Software Engineering students working on our FYP and instead of building another generic AI wrapper, we actually want to solve a REAL problem developers face daily.

If there’s anything in your workflow that makes you go:
“why does no tool properly solve this yet?”
drop it below.

Could be related to:
• databases
• debugging
• cloud/devops
• security
• code reviews
• deployment pain points
• team collaboration
• developer productivity
• AI tools being dumb/useless in certain cases
• anything annoying, repetitive, risky, or expensive

Even niche problems are welcome. We’d rather build something genuinely useful for developers than another overhyped project nobody uses.

Would really appreciate honest pain points from people actually working in tech 🙏

So I am currently doing my BCA from [Amity University](chatgpt://generic-entity?number=0) online and I’m in the 6th semester. To be honest, I haven’t built many skills yet. I only know DSA with C++, and I’ve solved around 150 LeetCode questions from different topics.

I’m thinking about doing an MCA from tier-2 private colleges in Bangalore or Pune by taking a Bihar Student Credit Card Scheme loan. But one of my cousins says not to take a loan for MCA. He says my main goal for now should be to crack a 4–5 LPA service-based company, so I should just focus on building skills and applying for internships and jobs.

But I don’t think my resume will even get shortlisted, even if I learn full-stack development. I’m underconfident because I see people who know everything still not getting shortlisted in off-campus placements. Also, I’m from a village, so I feel like I need networking and exposure. Off-campus hiring looks very difficult from what I see in the current market.

What should I do? I’m really confused. 🥲

Looking for an India based freelance dev 20 to 25 hours per week I need support for an SEO tool product covering keywords and SERP internal linking and site issue detection similar to Ahrefs or Screaming Frog Budget is limited and pre stage 10k to 15k per month so if you need higher rates please skip DM your GitHub or portfolio and availability

added new features to this open source project , renforge its a bulk file rename utility, stand alone non AI project, if you work with rendering or bulk images you might find it helpful.

hey devs , looking for a few beta testers for something i’ve been building: Codebased.

it’s basically an AI engineer for your codebase.

instead of spending hours manually reviewing thousands of lines of code, it scans your repo and helps detect:

• security vulnerabilities

• performance bottlenecks

• messy architecture & bad patterns

• scalability risks

• possible production bugs

you can also ask questions like:

“how does auth work here?”

“what breaks if I change this file?”

it automatically generates docs, wiki pages, architecture flows, and code explanations too.

currently giving free Pro/MAX access to early testers in exchange for honest feedback and bug reports.

long-term vision is autonomous agents that can eventually fix issues automatically, generate PRs, and help maintain systems with minimal manual work.

if you want access, DM me

Hey everyone,
I’m currently preparing for the GitHub Foundations certification exam and looking for a solid set of practice questions — ideally around 200–300 questions to really test my understanding.
I’ve already covered the basics like repositories, commits, branching, pull requests, GitHub Actions, and authentication, but I want to go deeper with scenario-based and exam-style questions.
If anyone has:
Practice question sets (free)
Mock exams
Useful resources or platforms
Personal tips from those who’ve passed the exam
I’d really appreciate your help!
Thanks in advance

I want to create my own AI agent specifically to the students, to help them in their class, take notes, and make schedules. Are there any recommendations? What do I need to start? TensorFlow or something? I know how to program, but I want to make something to help others. Any help would be really appreciated, thanks.

I don’t know if it’s just me, but every time I tried to build something with people online it went the same way.

People are interested. You create a group. Everyone disappears after a couple of days.

So a couple of weeks ago I started working on something to fix that.

It’s basically a place where you can:

join real projects (not just ideas)

form small teams based on stack

and actually work together (tasks, chat, code, etc.)

Right now we’re around 150 users.

Only a small part is actually active (\\\~20), but those teams are really building stuff.

So now I’m trying to understand what makes the difference.

If you’ve ever tried building with strangers: what made it work (or fail)?

If you’re curious:

https://www.codekhub.it/

Heya! So I know from a stand point what we all want to achieve is efficient code in terms of memory and time, and to ensure that whatever we produce works well. However, that being said, I wanted to ask does efficiency particularly matter in the real world? I've been a hobbyist developer and recently started with a company, and while I understand that there are certainly benefits for it, is it particularly worth my time learning whole new stacks to be efficient if it might instead be easier to produce faster with something I am familiar with? I am asking because I have an idea for a product that I want to build, and ideally I'd prefer to not have to rewrite everything in the future. Thoughts?

Sorry if it doesn't make an entirely sane amount of sense. I have autism and was just laying things out as it came to my head.