Conceptualizing Vibe Coding Vibe coding represents a contemporary paradigm within software engineering, characterized by an enhanced emphasis on achieving optimal psychological engagement, commonly referred to in psychology literature as "flow." Originating from cognitive psychology and human-computer interaction research, this methodology foregrounds real-time responsiveness, immediate iterative feedback mechanisms, and

Implementing and Refining RAG with rlama Retrieval-Augmented Generation (RAG) augments Large Language Models (LLMs) by incorporating document segments that substantiate responses with relevant data. The rlama framework facilitates a completely local, self-contained RAG solution, thus eliminating dependency on external cloud services while ensuring confidentiality of the underlying data. Although rlama

Anthropic’s latest announcements have ushered in a new era for AI-powered development. Today, we’re excited to share the launch of Claude 3.7 Sonnet—the first hybrid reasoning model on the market—and Claude Code, a cutting-edge agentic coding tool now available as a limited research preview. Together,

Microsoft has just unveiled Majorana 1—the world’s first quantum chip powered by a groundbreaking Topological Core architecture. This innovation isn’t just an incremental improvement; it marks a paradigm shift in the way quantum systems can be designed, scaled, and ultimately applied to real-world challenges. Below, we dive

In this article, the GitHub team introduces agent mode for GitHub Copilot in VS Code, announcing the general availability of Copilot Edits, and providing a first look at our SWE agent. This is awesome news for coders. Here are some of my thoughts about it: One of the standout features

Introduction Raycast, a popular productivity tool for Mac OS, has introduced an exciting new feature that enhances the way users interact with hotkeys: the Hyper Key. This feature allows users to map a single key to function as four modifier keys (Shift, Control, Option, and Command) simultaneously. In this article,

In a recent Ars Technica article, security researchers uncovered a deeply concerning incident—a backdoored package in a Go mirror site that lurked unnoticed for three years. This discovery not only raises the stakes in the ongoing battle against supply chain attacks but also offers a valuable lesson in the

This post summarizes some of the learnings I've had playing with Suno.ai. Introduction Suno.ai (http://suno.ai/) is a powerful AI music generator that transforms text prompts into original audio clips. In this blog post, we’ll explore key capabilities, from the Simple Mode interface for

In the rapidly evolving landscape of large language models (LLMs), DeepSeek’s DeepSeek-v3 and DeepSeek-r1 stand out as exciting open-source alternatives to well-known proprietary offerings like ChatGPT’s GPT-4 and the earlier "o1" family. Both DeepSeek models can be run locally using Ollama—which is excellent news for

OpenAI recently announced a brand-new feature for ChatGPT called Operator, designed to push the capabilities of AI-driven assistants to exciting new heights. Building upon ChatGPT’s natural language prowess and conversation understanding, Operator introduces a flexible “agent” system that can take directed actions on behalf of the user. From autonomous

With the growing demand for sophisticated Generative AI (GenAI) solutions, developers increasingly seek tools that are powerful, flexible, and can function offline. Ollama is a standout option, allowing users to interact with AI models locally. This article explores how to use the ollama Python library for streaming and asynchronous responses,

Building robust Retrieval-Augmented Generation (RAG) solutions is essential when leveraging Microsoft Copilot Studio for enterprise-grade AI scenarios. Whether you are creating a knowledge worker assistant, an internal FAQ bot, or a content synthesizer, ensuring groundedness and document retrieval performance is critical. The Copilot Studio Evaluator repository offers you a straightforward

Raycast, the super-handy command palette app that has become a staple for Mac power users, is finally coming to Windows! I’ve been using Raycast on macOS for a while, and it’s game-changing. Think of it as a replacement for Spotlight on steroids, complete with AI features, a growing

I want to share some thoughts about Yuval Noah Harari’s book “Nexus – A Brief History of Information Networks from the Stone Age to AI.” If like me, you’re at all curious about how humanity’s relationship with data, technology, and information systems evolved—and how this evolution might

I’ve been geeking out over Sam Altman’s recent blog post, “Reflections.” In this post, he makes a pretty bold statement: “We are now confident we know how to build AGI as we have traditionally understood it.” That’s a big deal. So let’s break down what this

Meet Phi-4—a 14B parameter open model which, in many scenarios, can go head-to-head with Microsoft’s GPT-4o-mini from OpenAI. Even better? You can run it directly on Ollama using: ollama run phi4 In this post, I’ll dive into what makes Phi-4 special, its primary use cases, and how

If you are trying to run Docker on your Mac in January 2025, it may very well happen that you encounter the following error: "Malware Blocked "com.docker.socket" was not opened because it contains malware. This action did not harm your Mac." What happened It

Nvidia announced a brand-new Personal AI Supercomputer during CES. Yes, you read that right—a personal AI supercomputer that can fit under your desk (okay, maybe a big desk, but still!). In this post, we’ll take a closer look at what it is, why it matters, and the nifty

The relentless proliferation of digital information demands advanced tools to facilitate the effective saving, organization, and retrieval of online content. While proprietary platforms such as Pocket and Instapaper offer convenience, they often do so at the expense of user privacy and operational flexibility. Hoarder, an open-source and self-hosted solution available

Often when working with .env file in Python containing the environment variables needed by your code, I need to have these environment variables also set in my local shell. For this purpose, I have created a small script that parses a .env file, looks for valid entries and exports them

Microsoft has introduced a new Python-based tool designed to convert various file types, including Office documents, into Markdown format. This tool aims to streamline the process of transforming complex documents into Markdown, a lightweight markup language widely used for formatting text. By leveraging Python's capabilities, users can automate

Recently, a very cute picture of a lego cat that is grooming himself (in all the best places) has made the round on social media. I tip my hat to the creator who is unknown to me. I knew I just had to have that cat! I first asked ChatGPT