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Tests understanding of routing, security, resilience, and observability in microservices.
Tests ability to reason about scaling tradeoffs for enterprise workloads.
Tests knowledge of transaction boundaries, propagation, and reliability in Spring Boot.
Tests ability to diagnose JVM memory issues using profiling and reasoning.
Tests ability to implement correct thread-safe singleton patterns in Java.
Tests understanding of Spring container behavior and bean scoping concepts.
Tests design pattern selection and ability to justify tradeoffs in real codebases.
Tests understanding of Spring's IoC container, wiring, and lifecycle integration.
Tests fundamentals of Java exception handling and when to use each type.
Tests ability to choose and implement safe singleton initialization under concurrency.
Tests design choices for consistency, contention control, and throughput under load.
Tests system design skills for streaming aggregation, ranking, and scalability.
Tests ability to improve query performance using indexing, execution plans, and rewriting.