People learning to code can find tutorials and exercises everywhere, but many get stuck when moving from guided lessons to independent projects and real debugging.

A learner may not know whether an error is syntax, logic, environment setup, or a misunderstanding of the concept. Generic answer bots can give a solution too quickly, while course platforms may not adapt to the learner's own p...

CodeMentor AI provides a tutoring layer for practice rather than a generic answer box. Learners choose a goal, connect or paste a small project, and receive staged hints, code review comments, concept refreshers, and the next exercise based on the mistake pattern. The product...