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A handcrafted AI study companion for teachers earning Egypt's Teacher Competence Certificate (شهادة الصلاحية): the PAT route, Law 155 of 2007, the six-rank Teachers' Cadre, appointment and promotion requirements, the file, the training program and electronic exam, performance reports, and classroom competence.

Become a public-school teacher in Morocco: the full road to the CRMEF teaching concours, from eligibility and registration on Wolouj through the written papers, the oral lesson segment and the one-year qualification at the CRMEF, with exam-style practice.