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
Healthcare
A missed bladder perforation can quickly become a life-threatening medical emergency if it is not identified and treated promptly. Although bladder perforation is a known risk during certain surgical procedures and does not always result from negligence, healthcare providers are generally expected to recognize and address the complication before completing
Healthcare
Chest injuries from car accidents can cause lasting physical and emotional effects that extend well beyond initial recovery. Some injuries heal completely within weeks, while others lead to chronic pain or reduced lung function. Even injuries that seem minor at first can develop complications months or years later. These long-term
Healthcare
A traumatic brain injury (TBI) can have lasting effects on a person's physical health, cognitive abilities, emotions, and overall quality of life. While some people recover fully, others experience long-term challenges that require ongoing medical care, rehabilitation, and lifestyle adjustments. Understanding these potential effects can help individuals seek
Artificial Intelligence (AI)
For a long time, Open WebUI has been the default recommendation for self-hosted AI chat interfaces. It’s feature-rich, visually polished, and widely adopted. But as our local AI workflows grow more demanding, a once-great tool can start to show its cracks. Enter OverChat (stylized in the community as overtchat)
healthcare AI
In modern healthcare, data is the ultimate driver of clinical innovation, but it is also one of the industry's biggest liabilities. As healthcare systems aggressively digitize, Electronic Health Records (EHR) and Electronic Medical Records (EMR) have become prime targets for cybercriminals. They contain valuable Protected Health Information (PHI)
Cybersecurity
It started on a Saturday afternoon, the kind of quiet weekend where you expect to hear the repetitive click-clack of a mechanical keyboard or the occasional shout of "Go! Go! Go!" from the living room. I walked in to find my nine-year-old son huddled over his laptop with
Artificial Intelligence (AI)
Look, I’ve spent countless hours building web apps, designing databases, and pushing the limits of AI-first development. But lately, I’ve noticed a frustrating trend: too many brilliant developers are still treating LLMs like fancy, over-glorified autocomplete boxes. I’ve watched teams waste thousands of dollars on bloated context
React
If you've been following the AI development space, you've likely heard about the promise of "Generative UI"-the idea that AI models shouldn't just output text, but should be able to build interactive interfaces on the fly. But until now, turning that
Healthcare
Every minute matters when diagnosing a medical condition. Delays can affect treatment decisions, patient outcomes, and the overall efficiency of healthcare delivery. Digital diagnostics are helping clinicians access accurate information faster while reducing unnecessary delays across the care journey. From AI-assisted imaging to connected diagnostic devices, these technologies are improving
healthcare AI
What is AI-to-AI Loop? The AI-to-AI Loop refers to a growing phenomenon where artificial intelligence systems increasingly consume, process, and generate content that was originally created by other AI systems. In the past, the digital ecosystem was primarily human-generated: people wrote articles, coded software, and created art. Nowadays , a significant
Artificial Intelligence (AI)
Building an app in the age of agentic AI is incredibly fast, but it can also become incredibly expensive. If you've ever used Claude Code, Cursor, or other agentic coding tools, you know the drill: you start a session, watch the AI write beautiful code, and then-three prompts
Medico-Legal
Navigating a medico-legal claim can feel like walking through a maze blindfolded. Between complex medical jargon, endless paperwork, and strict legal deadlines, it is easy to feel overwhelmed. However, Artificial Intelligence (AI) has emerged as a powerful ally for patients. It does not replace your lawyer or doctor, but it