A curated roadmap, not another content dump
How to actually get hired in the AI era.
Explore the career multiverse below — every glowing point is a real track. Free. No signup required to start.
Every roadmap node moves you through the same four steps, in order — skipping straight to “Learn” over and over is exactly how tutorials pile up without turning into a job.
Learn
A short, curated explanation of one concept — not a 40-video playlist you'll abandon on episode three.
Do
Apply it immediately to a small, real task. Reading about a concept and being able to use it are different skills.
Check
Verify you actually got it against a clear standard — not the fuzzy feeling of having watched something.
Ship
Put the result somewhere real — a repo, a README, a portfolio entry — so it counts as evidence, not just practice.