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AI engineering insights, practical advice, and things I'm learning.
Career
AI Engineer Career Path: Skills, Salary, and How to Get Started
AI engineering is a distinct role from ML engineering or data science. Here's what AI engineers do, what skills you need, what the pay looks like, and how to break in from other software roles.
Career · Ai Engineer · Skills · Salary
Career
AI Didn't Make Expertise Optional. It Made It More Valuable
The narrative that AI replaces the need for deep skills is backwards. AI amplifies what you already have. If that's depth, you win. If it's not, you're just building problems faster.
Ai · Career · Expertise
Career
Your Experience Is Your Biggest AI Advantage
When AI output looks professional by default, spotting what's actually right becomes the scarce skill. That skill comes from experience.
Career · Ai · Experience
Career
Why Most AI Advice Is Terrible
Most AI advice falls into hype or fear. Neither helps. What actually matters: understanding the mechanics, building real skills, and thinking for yourself.
Ai · Career · Critical Thinking