Straight answers about technology careers.
No hype, no forecasts dressed up as certainty, and nothing padded to hit a word count. Written for people deciding whether and how to move into technical work.
What actually transfers when you move into tech
People changing careers assume they are starting from zero. Most are not. A specific accounting of what counts, what it is called on the other side, and what genuinely has to be built from scratch.
Degree, bootcamp, or certification: how employers actually read them
Three routes, wildly different costs, and a lot of marketing in between. What each one signals to the person reading your application — and when each is the wrong choice.
How to read a tech job posting
A posting is not a specification. It is a wish list written by several people who did not talk to each other. Reading one properly is the difference between applying to five roles and fifty.
What AI is actually changing about entry-level technical work
The commentary swings between “nothing has changed” and “junior roles are finished”. Neither is a useful basis for a decision. A more careful reading of what has actually shifted.
Reading is the easy part.
MCG Classroom turns the ideas in these articles into something you can actually work through — two courses and two certification study desks, free, self-paced, no technical background needed.