We just posted a comprehensive Docker course now live on the freeCodeCamp.org YouTube channel! The ability to scale applications instantly and ship software reliably is an important skill. Containerization is at the heart of modern development. This hands-on, structured course is designed to take you from absolute scratch to becoming job-ready. Taught by instructor Eissa […]
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Recently, I spent time prototyping an educational app using Claude Code. The project is an open-source mobile app for educators to share, discover, and facilitate low-cost creative learning activities. One of the core features of the app is AI-assisted activity creation. Activity creation has always been a key aspect of the project, and in the […]
Wearable IoT technology has become an important part of today’s elder care, as it can help detect falls and alert caregivers or family members immediately after an incident. This technology combines smart sensors, connectivity, and automated emergency response features that detect falls in real time and help reduce the time a person may remain unattended […]
I built a clean, well-structured deep learning pipeline using MONAI (Medical Open Network for AI) on a public abdominal ultrasound dataset. The pipeline included: proper subject-grouped train/validation splits robust preprocessing carefully decoded segmentation masks sensible loss functions consistent evaluation And the model still struggled to learn. The interesting part isn’t that the model underperformed. What […]
Web scraping has evolved. If you’ve ever tried to pull data from a site, only to be hit with a CAPTCHA, an IP ban, or a “403 Forbidden” error, you know that modern websites are built to block automated scripts. To get the data you need today, you have to bypass sophisticated anti-bot detection systems. […]
I scanned 111,076 of the top 200,000 websites on the internet looking for a specific HTTP header. I found exactly zero. Not one domain has shipped WebMCP in production. Not a single Fortune 500 site. Not a startup trying to stay ahead. Not even a developer playground that forgot to take it down. Zero. So […]
In this article, you’ll learn how to design and build a secure, scalable hybrid cloud platform that connects your on‑premises Kubernetes infrastructure to Google Cloud Platform. This allows on‑prem apps can consume cloud services (notably GPUs) without brittle long‑lived keys, manual credential management, or risky network patterns. Who this is for: Platform engineers, SREs, and […]
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 […]
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 […]
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 […]