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Introduction When learning Object-Oriented Programming (OOP) in Python, you will often work with three types of methods: Instance Methods Class Methods Static Methods Understanding when and why to use each one will help you write cleaner, more organized, and reusable code. In this article, we will l
As part of Rise Academy's frontend program, students are grouped and assigned real projects to work on. My group was assigned Bloom After — and our task was to migrate its existing Vanilla JS frontend to Next.js with TypeScript. Not because the old one was broken, but because that's exactly the kind
A good developer portfolio can open doors — but a lot of them miss the basics. The first thing visitors see should instantly say who you are and what you do. Show your best work with a short description, the tech stack, and links to a live Most people will open your portfolio on their phone. If it b
I've been working on a side project called SuperCompress — an intelligent prompt compression system for LLMs. The idea is simple: most tokens you send to an LLM never need to be processed. They're padding, boilerplate, irrelevant context. But they still burn GPU cycles. I wanted to fix that. Working
Prepare a Node for kubeadm with cri-dockerd This is one of those CKA tasks with no manifest to copy from the docs. You prepare a plain Linux box so kubeadm can use Docker as the runtime. It is pure system administration, and you have to know the steps cold. Let's walk through it. This is a CKA Clust
The paradigm of Artificial Intelligence is undergoing a fundamental shift. We are moving rapidly from the era of stateless chat completions—where an LLM simply acts as an advanced text-autocomplete engine—to stateful, autonomous AI agents. These agents don't just talk; they do. They plan multi-step
I spent tonight building a methodology for turning personal tools into open source contributions. Before publishing it, I decided to let the methodology review itself. The results changed how I think about AI-assisted code review. The core idea is simple: instead of asking an AI to "review this code
I just published SuperCompress to PyPI! 🎉 pip install supercompress — that's all it takes. A tiny ~5K parameter CPU policy that scores every line of context for relevance before sending to the LLM. It keeps only what matters for the answer. 65% fewer tokens → same answers 100% oracle recall → never
Summary: I had a rough time adding Google login to my app, Kenning. It took me a while to figure out four issues that were causing problems. These issues were not related to each other and were not covered in any tutorial I read. My second post about building Kenning, this phase is about OAuth2 logi
Building an AI Chatbot Using AWS Bedrock and JavaScript I recently worked on building a full-stack AI chatbot using AWS Bedrock and JavaScript. The goal of this project was not just to create a chatbot interface, but to understand how modern AI applications are built end-to-end using foundation mode
Ford has admitted that it had to rehire experienced engineers after its AI systems failed to deliver the quality the company expected. Charles Poon, Ford’s VP of vehicle hardware engineering, told reporters that the automaker mistakenly believed it could swap in AI and still produce a high-quality p
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) is giving federal agencies until Sunday to patch a vulnerability in Cisco Unified Communications Manager Server that is being actively exploited. [...]
Companies are still experimenting with automated AI systems to find security weaknesses, but fewer are relying on the technology.
The FBI and CISA have updated their March warning about Russian intelligence phishing Signal accounts, and the operators have added a step: they now coax targets into handing over their Signal Backup Recovery Key. Hand it over once, and the attacker can restore the account's backup, read the private
OpenAI introduced the GPT-5.6 family of AI models on Friday, but only limited users can access them for now thanks to the U.S. government.
Senators are seeking answers from the CFTC about recent allegations of deceptive marketing from Polymarket.
A coalition of 19 organizations—including every major AI lab and Wall Street banks—just built the security team that open-source maintainers never had.
Maxine Waters, the ranking Democrat on House Financial Services, asked the chief of the Department of Labor to withdraw its proposal on alternative assets.
Carlos San Basilio said that “there will be no exceptions or extensions” to the MiCA deadline requiring crypto exchanges offering services to EU-based users to be licensed.
Tokenized stock trading fueled fresh momentum across the Solana ecosystem, while Aave founder hinted at token buybacks coming under new framework.
