Real interview territory, not generic definitions. The AI draws on these areas and pushes into the sub-topics where you are weakest.
These are the kinds of scenario-based questions Joshua asks. In a live session they adapt to your answers and your target role.
Explain how HashMap works internally and what changed in Java 8.
Walk me through the bean lifecycle in Spring and where you can hook into it.
What is the N+1 query problem in Hibernate and how do you solve it?
How would you make a REST endpoint resilient to a slow downstream service?
Compare a synchronized block, ReentrantLock, and an AtomicInteger for a counter.
Yes. Dependency injection, REST controllers, Spring Data JPA and the bean lifecycle are central, alongside core Java and concurrency.
Both. Select a level and the AI scales from fundamentals to JVM internals, concurrency and microservice design.
Conceptual and scenario-based, the way most Java backend interviews probe. Pair it with the DSA & Coding track for algorithm practice.
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