Latest articles, tutorials, and deep dives from ndlab tech blog.
The hash map improves interview performance more than any other structure. Learn how it works, when O(1) breaks, and the 5 patterns covering 80% of hash-related problems.
Arrays and strings appear in 40%+ of interviews and hide surprising complexity. Master prefix sums, sliding windows, two pointers, and in-place tricks that turn O(n²) into O(n).
Every interview problem hides one of 14 patterns. Stop grinding LeetCode blind — recognize the right pattern in 30 seconds with trigger signals, templates, and a decision tree.
Big-O is the language interviewers speak. Get it wrong and you sound amateur — no matter how clever your solution. Build real intuition from O(1) to O(n!), plus a cheat sheet.
AI can write code. Copilot can solve LeetCode Mediums. So why do Google, Meta, and Amazon still put candidates through five rounds of algorithm interviews? The answer reveals something important about what companies are actually testing — and why understanding it changes how you prepare.
Vibe coding — describing what you want in plain English and letting AI write the code — has gone from a niche experiment to a mainstream movement. MIT Technology Review named it one of the 10 Breakthrough Technologies of 2026.
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