GuideCareer
10 min read
Pattern-First DSA Practice With AI as a Coach, Not a Crutch
Solving hundreds of random problems is a slow way to get good at assessments. Learning to recognise the pattern behind a problem is faster. This article sets out which patterns matter most for fresher assessments, a practice loop with a hint ladder, how to set up an AI assistant as a Socratic coach that never hands you the answer, an error log, timed contests, and a weekly plan.

