nat3almنتعلّم
A personal learning platform for one track: Applied AI Engineer — 16 phases from Python and CS fundamentals through to designing, evaluating and securing production agent systems.
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- Evidence, not checkboxes
- A lesson closes when the work is there: the videos watched, the exercises submitted, the quiz passed.
- Review that schedules itself
- SM-2 spacing on a 1/3/7/14/30/60-day ladder, pulled in or pushed out by how well each skill is holding.
- A tutor that makes you think first
- Four hint levels, enforced on the server. It nudges before it explains, and only answers at the top of the ladder.
- Mastery you can inspect
- Every skill scores off graded evidence, so progress measures something other than time spent.