Artificial Intelligence (AI)
How and Why TOON will Save Your AI App from a Massive Bill?
The TOON Revolution: How a Simple Format Can Slash Your Future AI Bill
Hazem Abbas
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
Artificial Intelligence (AI)
Sentient: Open-source Personal Assistant that Can Automate tasks for You, and Converts Your Goals Into Actions
What is Sentient? Sentient is a free, self-hosted and open-source personal assistant, your proactive digital teammate, not just a chatbot that replies to questions, but an intelligent companion that learns how you work, what matters to you, and starts taking smart actions on your behalf. It’s like having a
Cybersecurity
Aikido vs SonarQube: Which Tool Better Fits Modern DevSecOps Teams?
The promise of DevSecOps is simple: build security into every stage of the software development lifecycle. The goal is to make security a shared, automated responsibility, not a bottleneck. This cultural shift requires tools that empower developers, integrate seamlessly into their workflows, and provide clear, actionable feedback without slowing them
Artificial Intelligence (AI)
The Hidden Tax on Every AI Call: How We Cut Costs 50% by Ditching JSON, Why AI Developers Should Adapt It?
If you’re building anything with large language models today, there’s a good chance you’re overpaying for every single API call, and you might not even know it. The culprit? JSON. For years, JSON has been the default. It’s reliable, readable, and works everywhere. But in the
Legal
How Case Management Software Became Laws Secret Engine
Law firms often run on countless moving parts, yet much of that activity stays behind the scenes. Cases move through stages, documents multiply, and communication weaves through many people at once. What keeps all of this from turning into chaos is the quiet system that holds everything together. It shapes
Artificial Intelligence (AI)
AionUI: The Missing Link Between Your Terminal AI and Your Productivity
Ever found yourself wrestling with command-line AI tools, wishing they could just... understand you better? You’re not alone. If you’ve used tools like the Gemini CLI, you know the drill: fiddling with @ commands to attach files, losing your entire conversation the moment you close the terminal, and feeling
Self-hosted
BookLore: Manage Your Personal Book Collection with this Amazing Self-hosted Web App
What is BookLore? BookLore is a self-hosted web app that transforms your digital book collection into an organized, beautiful library. Track progress, manage metadata, and read across devices. With multi-user support and a sleek, modern interface, it’s perfect for readers who value privacy, control, and the joy of discovering
Tired of Your Google Photos Takeout Chaos? TRY MetaSort, The Ultimate Cleanup Tool for Your Google Photos
You finally downloaded your Google Photos Takeout. A massive archive. Thousands of photos and videos. Memories from years of birthdays, vacations, family gatherings, and everyday moments. But here’s the catch: it’s a digital dumpster fire. Files are named IMG_001234.jpg, VID_20230515_142312.mp4. Dates are buried
News
This AI “Lie” or Fabrication Could Cost a Lawyer His Career, And It’s Already Happening Starting from Qatar
Imagine this, You’re in court. You’ve spent weeks preparing your case. You present a key legal precedent, a ruling from a respected judge, cited in a landmark decision. The opposing counsel nods. The judge leans forward. Then… it hits you. The citation doesn’t exist, nor the cases
MCP
MCP Inspector: Your MCP Server Debugging Tool (Open-source)
Debugging protocol-level interactions can often be an opaque process, particularly when dealing with the varied transport layers supported by the Model Context Protocol. What is The MCP Inspector? The MCP Inspector was built to provide granular visibility into these exchanges. Functioning as a comprehensive developer tool, it operates through two
finance
P2P Trading Platform: Redrawing the Map of Digital Finance
The digital economy has introduced countless innovations, but few have had as much influence on global participation as the P2P trading platform. More than just a marketplace for crypto, it is a model of accessibility and empowerment that challenges the dominance of centralised exchanges. With a growing user base that
Cars
Top 15 Open-Source Car AI Projects: Voice Assistants, Diagnostics & Smart Driving Tools (2026)
At Medevel.com, we’re all about open-source innovation, especially when it’s making our cars smarter, safer, and more human-centered. Whether you're a developer tinkering with AI, a mechanic building tools for the road, or just someone who loves the idea of a car that understands you,