Education
Let's be clear, nowadays, a university degree is just the starting line. It gets you in the door, but it doesn’t keep you ahead. As a doctor who’s also spent years building software systems, I’ve learned something powerful: technology isn’t just for coders anymore.
Developer Tools
If you are a developer, a sysadmin, or just someone who lives in the command line, you know the struggle. You are deep in the "flow state," debugging a complex script or orchestrating a deployment, and you hit a wall. You need an answer. Usually, this means: 1.
Artificial Intelligence (AI)
By: Dr. Hamza Mousa What GenAI Really Needs? GenAI is Not a Magic Wand: It’s a Discipline, Do Not Blame AI For Your Bad AI Results! Why Did I Write this Post? I’ve seen many people use GenAI, but the results always confuse me. It’s as if
Artificial Intelligence (AI)
What is Open Notebook? Open Notebook is a free, private tool you run on your own computer. It lets you chat with AI models without sending your data to the cloud. Unlike Google’s Notebook LM, which stores your notes and chats online and uses big AI models from Google,
Cloud
By: Hossam Aboata For the last eighteen months, the tech world has been stuck in a collective fever dream. We’ve watched CEOs dazzle shareholders with chatty bots and image generators, treating them like magic tricks. But for those of us in the trenches, the cloud engineers, the architects, the
healthcare AI
When Sam Altman recently admitted that we are still in a "primitive age" regarding digital memory, he wasn't just describing a technical bottleneck at OpenAI. Unintentionally, he was announcing the end of the honeymoon phase between modern medicine and Large Language Models (LLMs). I view this
Education
What is DeepTutor? DeepTutor is a self-hosted AI-powered, open-source learning assistant that transforms how students and researchers interact with textbooks, papers, and technical documents. With multi-agent reasoning, RAG, code execution, and visual explanations, it delivers deep understanding, not just answers. Supports PDFs, LaTeX, images, and more. Features a semantic Knowledge
healthcare AI
By: Taha Elsayed (Algocura.com) AI-driven drug discovery is a computational approach to medicine based on predictive engineering, which places it in the same family of disruptions as high-frequency trading and automated manufacturing. It is increasingly open-source and available to engineers outside of traditional laboratories. It was popularized by the
Artificial Intelligence (AI)
At Medevel, and in my personal journey as a full-stack developer and open-source advocate, I am usually the first to champion self-hosted, command-line driven solutions. You know me, I’ve been running Linux since the Slackware days in late 90s. I prefer control, privacy, and code over drag-and-drop interfaces. Also
Artificial Intelligence
What is Adala? Adala is a paradigm shift in how we approach data labeling and agent intelligence. At its core, Adala is an Autonomous Data (Labeling) Agent framework designed to turn raw data into high-quality, structured training signals through intelligent, self-improving agents. What makes Adala stand out? It moves beyond
Artificial Intelligence (AI)
I still remember the first time I fully understood the importance of a sterile field. In medical school, "scrubbing in" wasn't just about washing your hands; it was a ritual. You follow a strict process, fingertips to elbows, specific timing, no touching anything unsterilized afterwards, because
business
By Zoey Keller. The 47 Step Process Nobody Completes To carry out a government service, a user visits an official portal. They are requested to open an account, validate the credentials, post the documents, re-key in the information, and go through various integrated systems. In the middle of the process,