Assessment Topics

Core language, data structures, OOP, decorators, generators, and Pythonic patterns.

Components, hooks, state management, performance optimization, and the React ecosystem.

Arrays, trees, graphs, hash maps, heaps, and algorithmic problem-solving.

Type system, generics, utility types, type narrowing, and advanced patterns.

JVM internals, OOP design patterns, concurrency, generics, streams, and enterprise patterns.

Event loop, streams, clustering, Express/Fastify, and backend patterns.

Scalability, load balancing, caching, database design, and distributed systems.

EC2, S3, Lambda, DynamoDB, IAM, CloudFormation, and architectural best practices.

Branching, merging, rebasing, workflows, CI/CD, and collaboration patterns.

Queries, joins, indexing, normalization, transactions, and query optimization.

RAII, templates, STL, move semantics, smart pointers, and modern C++ patterns.

Containers, orchestration, networking, volumes, Helm charts, and production patterns.

Flexbox, Grid, animations, responsive design, Tailwind utilities, and component patterns.

App Router, Server Components, SSR/SSG, middleware, caching, and deployment.

Pointers, memory management, structs, bit manipulation, preprocessor macros, and systems programming.