Author Archives: admin @ SiBM

How to Build an AI-Powered Medical Image De-Identification Pipeline for Clinical Research

Medical imaging is transforming healthcare. Researchers are training deep learning models to detect pneumonia from chest X-rays, estimate cardiac function from echocardiograms, and identify tumors from MRI scans. But before any of these images can be shared with researchers or used to train machine learning models, one critical challenge must be solved. How Do We […]

How to Build a Software Factory with Claude Code: From Vibe Coding to Agentic Development

AI coding tools now offer much more than autocomplete. They can analyze your codebase, edit multiple files, execute commands, explain errors, generate tests, write documentation, and prepare pull request summaries. For small tasks, these capabilities are impressive. When you ask Claude Code, Cursor, or Copilot to explain a function, clean up a component, write a […]

How to Avoid Rebuilding Infrastructure for Every New Project

Every production engineering team knows the pattern. A new project begins with energy. Product goals are clear. Deadlines are ambitious. Teams want to move quickly and deliver something customers can use. Then the real work starts. Infrastructure must be provisioned. CI/CD pipelines need to be set up. Secrets require management. Monitoring needs wiring. Databases need […]

Learn LaTeX in 41 Hours

Traditional word processors require you to act as a writer, layout designer, and typesetter all at once. LaTeX automates the tedious design mechanics so you can focus entirely on your content. LaTeX is a code-first typesetting system that separates your content from its visual styling. Instead of manually dragging elements around a screen, you write […]

Link Labs: 12 Years of Innovation in Tracking and Logistics

Tracking and logistics teams face a hard problem: they need to know where assets are, when they move, and what happens along the way. That sounds simple, but real-world operations are rarely simple. Assets move between indoor and outdoor spaces. Networks change. Battery life matters. Accuracy matters. Cost matters even more. That is why Link […]

How to Build an Autonomous OSINT Agent in Python Using Claude’s Tool Use API

When I started studying OSINT, I always felt I was just putting random values into software without deeply understanding what I was doing. After months in the field, I realized I wasn’t really investigating — I was just executing steps that follow a predictable pattern. That’s exactly what an AI agent is good at. So […]

Common DevOps Mistakes and How to Avoid Them — Tips for Startups

Most DevOps engineers don’t fail because they lack knowledge about tools. They fail because nobody told them what not to do before they got into production. Startup environments make this worse. The pressure to ship fast, the small team sizes, and the absence of senior engineers to review your decisions means mistakes happen quietly until […]

Claude Code for Beginners

AI-powered coding has evolved beyond simple chat interfaces. The latest leap forward is Claude Code, a command-line tool from Anthropic that lives directly in your terminal and understands your entire local codebase. We just released a comprehensive course on the freeCodeCamp.org YouTube channel to help you integrate this tool into your professional workflow. Unlike standard […]