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The Ghost in the Machine: Why AI Memory is the “Stateful” Revolution of 2026
30/04/2026

The Ghost in the Machine: Why AI Memory is the “Stateful” Revolution of 2026

I was grabbing coffee with a few lead engineers from a major fintech firm last week, and the conversation hit a wall we’ve all felt lately. One of them, visibly…

Beyond Chatting: How “Claude Skills” are Redefining AI Productivity, Awesome Claude Skills, Your First Source
25/04/2026

Beyond Chatting: How “Claude Skills” are Redefining AI Productivity, Awesome Claude Skills, Your First Source

If you’ve been following the AI space, you know that the “Chatbot” era is rapidly evolving. We are moving away from simple prompt-and-response interactions toward AI Agents, models that can…

Multica: AI Agents As a TeamMates, Self-hosted and Open-source
15/04/2026

Multica: AI Agents As a TeamMates, Self-hosted and Open-source

What is Multica? Multica is an open-source platform turning coding AI agents into real teammates. Assign tasks like to a colleague, agents autonomously write code, report blockers, and update progress….

From “Vibe Care” to Precision Ops: 6 Ways AI Agents Scale Quality of Service; Agentic Healthcare
09/04/2026

From “Vibe Care” to Precision Ops: 6 Ways AI Agents Scale Quality of Service; Agentic Healthcare

The era of “Vibe Medicine” is officially ending. As a physician who has spent as much time in front of a terminal as I have in front of a patient,…

Beyond the Hype: AI Terms You Actually Need to Know: AI Skills,  RAG, AI Agents, Fine-Tuning
05/04/2026

Beyond the Hype: AI Terms You Actually Need to Know: AI Skills, RAG, AI Agents, Fine-Tuning

If you’re trying to figure out this AI thing, you’ve probably noticed something annoying: nobody explains it like a human. They throw out acronyms like confetti. They make you feel…

Are AI Tools Complicated for Daily Users? Simple Answer: Yes, But Why!
30/03/2026

Are AI Tools Complicated for Daily Users? Simple Answer: Yes, But Why!

Every day, I see another headline about AI transforming the way we work. Another startup raises millions to build the “next generation” of productivity tools. Another YouTube influencer promises that…

Browser Operator: Your Free AI-Powered & Automated Browser Is Here!
19/01/2026

Browser Operator: Your Free AI-Powered & Automated Browser Is Here!

Browser Operator: The AI Browser You Actually Own We are living in the golden age of “Agentic AI,” but there is a catch. Most AI browsers, like ChatGPT’s Atlas or…

Agent TARS & UI-TARS: AI Agents on Steroids for Developers and Pro Users (Totally Free)
18/01/2026

Agent TARS & UI-TARS: AI Agents on Steroids for Developers and Pro Users (Totally Free)

TARS: The Agent That Actually Uses Your Computer At Medevel.com, we have written about and published dozens of open-source automation tools, “autonomous agents,” and browser pilots. We’ve seen the GitHub…

Top 15 Open-Source Car AI Projects: Voice Assistants, Diagnostics & Smart Driving Tools (2026)
15/12/2025

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…

AI Agents vs RAG vs LLM Workflows in Healthcare: A Developer’s Guide to Building Smarter, Safer Medical AI (With Real Use Cases & Open-Source Tools)
09/12/2025

AI Agents vs RAG vs LLM Workflows in Healthcare: A Developer’s Guide to Building Smarter, Safer Medical AI (With Real Use Cases & Open-Source Tools)

If you’re knee-deep in AI development, especially in healthcare, where accuracy, compliance, and context are non-negotiable, you’ve probably heard the buzzwords: “Build an AI Agent.”“Use RAG for your clinical knowledge…

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