Spring Framework
Dependency Injection: Why `new` Is Not Always Your Friend
Early in my career, I used the `new` keyword everywhere. `new UserService(new UserRepository(new Database()))`. I thought I was being efficient. Then came…
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Spring Framework
Introduction to Claude
What Claude Can and Can't Do: Setting Realistic Expectations
There's a version of the AI hype cycle that leads people to expect too much from Claude, and another version that leads people to dismiss it entirely. Neit…
Machine Learning
The Importance of Feature Engineering in the Age of AutoML
With all the fancy AutoML tools popping up, people think feature engineering is dead. It’s not. I’ve found that understanding your domain and creating…
Study Plan
6 Month FFMG Study Plan – From Zero to Confident (For Beginners)
You have six months until the FFMG exam. Don't panic. Here's a week-by-week plan that actually works. Month one: Only basics. Take Anatomy, Physiology, and…
AI & Creativity
Stop Asking AI to Be Creative. That's Your Job.
I see people getting mad online. "This AI art is soulless." "ChatGPT wrote a boring poem." Of course it did. It's a calculator for words. You wouldn't yell…