Coding Challenges with AI Review

Hooks, state modeling, testing, performance, and architecture reviews.

• 1 Fundamentals + hooks
• 2 Debugging and optimization
• 3 System design for frontends

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Deep focus on the event loop, async patterns, and advanced language mechanics.

• 1 Core concepts + closures
• 2 Async workflows + testing
• 3 Architecture and tooling

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APIs, scaling, observability, security, and production patterns.

• 1 Async + server fundamentals
• 2 API design and security
• 3 System design + scaling

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High-level architecture, trade-offs, and reasoning under constraints.

• 1 Requirements gathering
• 2 Data flows and scaling
• 3 Bottlenecks and resilience

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Syntax, types, control flow, and core C++ I/O fundamentals.

• 1 Basics + data types
• 2 Control flow + loops
• 3 Functions + arrays

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Classes, constructors, inheritance, and polymorphism.

• 1 Classes + constructors
• 2 Encapsulation + RAII
• 3 Inheritance + polymorphism

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Smart pointers, move semantics, STL, templates, exceptions, and concurrency.

• 1 Smart pointers + RAII
• 2 Move semantics + templates
• 3 STL + concurrency

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Arrays, strings, stacks, queues, and basic recursion.

• 1 Arrays + strings
• 2 Stacks + queues
• 3 Recursion basics

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Trees, graphs, hashing, and sliding window techniques.

• 1 Trees + BST
• 2 Graphs
• 3 Hashing + window

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Dynamic programming, backtracking, advanced graphs, and strings.

• 1 DP basics
• 2 DP advanced
• 3 Backtracking + graphs

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