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README.md

Low-Level Design (LLD) Interview Questions

This directory contains comprehensive LLD interview questions organized by design patterns and problem types.

📁 Directory Structure

🎯 What Interviewers Look For

  1. Object-Oriented Thinking: Ability to model real-world entities as classes
  2. Design Pattern Knowledge: Understanding when and how to apply patterns
  3. SOLID Principles: Writing maintainable, extensible code
  4. Edge Case Handling: Considering boundary conditions
  5. Code Organization: Clean, readable, well-structured code
  6. Communication: Explaining design decisions clearly

📚 Prerequisites

Before diving into questions, ensure you understand:

🚀 How to Approach LLD Problems

  1. Clarify Requirements: Ask questions about scope, constraints, and edge cases
  2. Identify Entities: Find nouns in the problem statement (classes)
  3. Define Relationships: Establish associations, aggregations, compositions
  4. Apply Patterns: Use appropriate design patterns where needed
  5. Design Methods: Define clear APIs and responsibilities
  6. Handle Edge Cases: Consider error scenarios and boundary conditions
  7. Draw Diagrams: Create class diagrams to visualize relationships

📖 Question Format

Each question includes:

  • Problem Statement: Clear description of what to design
  • Why This Question: Relevance to interviews and real-world scenarios
  • Design Pattern: Which pattern(s) apply and why
  • Key Entities: Main classes and their responsibilities
  • Approach: Step-by-step design process
  • Edge Cases: Important scenarios to consider

Navigate to specific categories to start practicing!