Hazem Abbas is a physician, AI developer, author here where he writes about open-source healthcare technology, privacy-first AI, and the intersection of medicine and machine learning. Linux-first user
مقالات بالعربية - نسختنا العربية
في عالم لا يعترف إلا بالتطور المستمر، لم يعد "امتلاك الشهادة الجامعية" وحده كافيًا. بصفتي طبيبًا ومطور برمجيات، أؤمن تمامًا أن التقنية ليست حكرًا على المبرمجين؛ إنها لغة العصر التي يجب أن يتقنها الجميع—من الطبيب في عيادته إلى المهندس في موقعه. مؤخرًا،
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.
مقالات بالعربية - نسختنا العربية
بقلم: الدكتور حمزة موسى لماذا كتبت هذا المقال؟ رأيت العديد من الناس يستخدمون GenAI، لكن النتائج دائمًا تربكني. يبدو أنهم يعتقدون أن الأداة لديها وصول إلى عقولهم، أو أنها تستطيع فهم السياق الذهني الذي بناه العقل دون أن يُقال لهم ما يعنيه. شاهدت مطوّرين ينشئون قواعد كود
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,
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
مقالات بالعربية - نسختنا العربية
في اللحظة التي اعترف فيها سام ألتمان بأننا لا نزال في "عصر بدائي" من حيث الذاكرة الرقمية، لم يكن يصف فقط مشكلة تقنية في OpenAI؛ بل كان يعلن -ربما دون قصد- عن نهاية شهر العسل بين الطب ونماذج اللغة الكبيرة (LLMs). بصفتي طبيباً ومطوراً يراقب المشهد من "
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
Artificial Intelligence (AI)
Imagine typing a simple sentence like "Show how gravity pulls an apple down from a tree", and watching it turn into a smooth, professional-grade animation. That’s exactly what Generative Manim (GM) does. It’s a powerful suite of tools that uses large language models (LLMs) like GPT-4