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Top 50 Most Asked Java Interview Questions

The questions that appear most often across company-wise sets — master these first.

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01

How do you take a thread dump and a heap dump of a running Java process?

Java Basics and JVMIn 8 company setsMedium
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Find the process id with jps or ps, then use jcmd, which is the recommended tool. jps -l jcmd <pid> Thread.print > threads.txt jcmd <pid> GC.heap_dump /tmp/heap.hprof Older tools jstack and jmap do the same. Take three thread dumps a few seconds apart to spot stuck threads, and analyse heap dumps in Eclipse MAT.
02

Group a list of orders by city and sum the amount per city.

Collections FrameworkIn 8 company setsMedium
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Use groupingBy with a summing collector. Map<String, Double> totals = orders.stream() .collect(Collectors.groupingBy( Order::city, TreeMap::new, Collectors.summingDouble(Order::amount))); TreeMap keeps cities sorted. For money, store amounts as long paise or BigDecimal and use Collectors.reducing with BigDecimal::add.
03

What does the volatile keyword guarantee?

Multithreading and ConcurrencyIn 8 company setsMedium
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volatile guarantees visibility and ordering: a write to a volatile field is immediately visible to other threads, and it prevents reordering around that access under the Java Memory Model. It does not make compound operations like count++ atomic, because that is a read, modify and write. Use it for flags such as a stop signal, and use AtomicInteger or locks for counters.
04

Your REST API returns stack traces to clients when errors happen. How do you design proper error handling?

Strings and Exception HandlingIn 7 company setsMedium
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Never expose stack traces; they leak internals. In Spring Boot use a @RestControllerAdvice with @ExceptionHandler methods that map domain exceptions to status codes, such as 404 for not found and 400 for validation. Return a consistent body, ideally RFC 7807 ProblemDetail, with a code, message and trace id. Log full details on the server with the same trace id.
05

What is the N+1 select problem in Hibernate and how do you fix it?

JDBC, Hibernate and JPAIn 7 company setsMedium
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N+1 happens when you load N parent entities with one query and then a lazy association triggers one extra query per parent, giving N+1 queries. Fix it with a JOIN FETCH in JPQL, an @EntityGraph on the repository method, or batch fetching with @BatchSize or hibernate.default_batch_fetch_size. Detect it by enabling SQL logging or using a query count assertion in tests.
06

Explain the entity lifecycle states in JPA.

JDBC, Hibernate and JPAIn 7 company setsMedium
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Transient: a new object not yet linked to a persistence context. Managed (persistent): attached to the context, so changes are tracked and flushed automatically through dirty checking. Detached: was managed but the context closed or it was evicted; changes are not tracked until merge(). Removed: scheduled for deletion on flush. persist, merge, detach and remove move entities between these states.
07

What is the difference between == and equals() in Java?

Java Basics and JVMIn 6 company setsEasy
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== compares primitive values, or for objects it checks whether two references point to the same object in memory. equals() checks logical equality and can be overridden, as String, Integer and most value classes do. For example, new String("a") == new String("a") is false, but equals() returns true. Always use equals() to compare object content.
08

Explain the main memory areas of the JVM.

Java Basics and JVMIn 6 company setsMedium
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The heap stores all objects and is shared by threads; it is managed by the garbage collector. Each thread has its own stack holding frames with local variables and partial results. Metaspace (native memory since Java 8) stores class metadata. There are also the program counter register and native method stacks. StackOverflowError comes from the stack and OutOfMemoryError usually from heap or metaspace.
09

Which JVM flags would you set to start a production service with a 4 GB heap, G1 and a heap dump on OOM?

Java Basics and JVMIn 6 company setsMedium
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A typical command is: java -Xms4g -Xmx4g \ -XX:+UseG1GC -XX:MaxGCPauseMillis=200 \ -XX:+HeapDumpOnOutOfMemoryError \ -XX:HeapDumpPath=/var/log/app \ -Xlog:gc*:file=/var/log/app/gc.log \ -jar app.jar In containers prefer -XX:MaxRAMPercentage=75 so the heap follows the container memory limit.
10

What is the difference between composition and inheritance, and which should you prefer?

OOP in JavaIn 6 company setsMedium
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Inheritance is an is-a relation where the subclass reuses parent code, but it creates tight coupling and fragile hierarchies. Composition is a has-a relation where a class holds another object and delegates work, such as a Car having an Engine. Prefer composition because it is flexible, allows changing behaviour at runtime and is easier to test. Use inheritance only for a true is-a relationship.
11

What is try-with-resources?

Strings and Exception HandlingIn 6 company setsEasy
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Try-with-resources, from Java 7, automatically closes any object that implements AutoCloseable when the try block ends, even if an exception is thrown. Resources close in reverse order of opening. If both the body and close() throw, the close exception is added as a suppressed exception. It replaces long finally blocks for files, JDBC connections and streams.
12

Write a custom unchecked exception and a Spring handler that returns HTTP 404.

Strings and Exception HandlingIn 6 company setsMedium
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Define the exception, then map it centrally. public class NotFoundException extends RuntimeException { public NotFoundException(String msg) { super(msg); } } @RestControllerAdvice public class ApiErrors { @ExceptionHandler(NotFoundException.class) public ProblemDetail notFound(NotFoundException e) { return ProblemDetail.forStatusAndDetail( HttpStatus.NOT_FOUND, e.getMessage()); } }
13

Read a large text file line by line efficiently and count lines containing ERROR.

Strings and Exception HandlingIn 6 company setsMedium
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Stream the file lazily so it never loads fully into memory. Path p = Path.of("app.log"); try (Stream<String> lines = Files.lines(p)) { long errors = lines .filter(l -> l.contains("ERROR")) .count(); System.out.println(errors); } try-with-resources closes the file handle. BufferedReader.readLine() in a loop is an equally good option.
14

What is the difference between HashMap, LinkedHashMap and TreeMap?

Collections FrameworkIn 6 company setsEasy
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HashMap gives O(1) average operations with no ordering guarantee. LinkedHashMap keeps insertion order, or access order if configured, which helps build an LRU cache. TreeMap keeps keys sorted by natural order or a Comparator with O(log n) operations and supports range methods like floorKey and headMap. HashMap allows one null key; TreeMap does not allow null keys with natural ordering.
15

When would you choose ArrayDeque over Stack and LinkedList?

Collections FrameworkIn 6 company setsMedium
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Stack is a legacy synchronized class built on Vector, so it is slow and exposes index methods that break stack rules. LinkedList allocates a node per element. ArrayDeque is a resizable circular array with no per-element allocation, so push, pop, offer and poll are fast amortised O(1). Use ArrayDeque for both stacks and queues in single-threaded code; it does not accept null.
16

What are virtual threads and when should you use them?

Multithreading and ConcurrencyIn 6 company setsMedium
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Virtual threads, final in Java 21, are lightweight threads managed by the JVM and mounted on a small pool of carrier OS threads. When one blocks on I/O, it unmounts so the carrier can run another. You can run millions of them, which suits thread-per-request servers doing lots of blocking calls. They do not speed up CPU-bound work, and you should not pool them.
17

An API calls three independent downstream services one after another and takes 900 ms. How would you speed it up?

Multithreading and ConcurrencyIn 6 company setsMedium
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Since the calls are independent, run them in parallel with CompletableFuture.supplyAsync on a dedicated executor or with virtual threads, then join with allOf. Total latency becomes roughly the slowest call, about 300 ms. Add a timeout per call with orTimeout and a fallback for failures so one slow service does not block the whole response. Structured concurrency is another option in newer Java.
18

Describe a time you had to learn a new technology quickly.

Java 8+ Features and StreamsIn 6 company setsMedium
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Situation: I joined a project using reactive Spring WebFlux with no prior experience. Task: contribute within two weeks. Action: I studied Project Reactor basics, built a small practice service, paired with a senior on my first ticket and kept notes on common operators. Result: I delivered my first feature in the second week and later wrote the team guide on avoiding blocking calls in reactive code.
19

Write a JDBC batch insert for a list of products.

JDBC, Hibernate and JPAIn 6 company setsMedium
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Batching sends many rows in one round trip. String sql = "INSERT INTO product(name, price) VALUES (?, ?)"; try (Connection c = ds.getConnection(); PreparedStatement ps = c.prepareStatement(sql)) { c.setAutoCommit(false); int n = 0; for (Product p : products) { ps.setString(1, p.name()); ps.setLong(2, p.price()); ps.addBatch(); if (++n % 500 == 0) ps.executeBatch(); } ps.executeBatch(); c.commit(); }
20

What is the role of the JIT compiler?

Java Basics and JVMIn 5 company setsMedium
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The JVM first interprets bytecode, then profiles which methods run often. The Just In Time compiler converts these hot methods into optimised native code at runtime. HotSpot uses tiered compilation: C1 compiles quickly with light optimisation and C2 applies aggressive optimisations like inlining and escape analysis. This is why Java apps get faster after a warm-up period.
21

Your service throws OutOfMemoryError: Java heap space in production. How do you investigate?

Java Basics and JVMIn 5 company setsHard
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First capture evidence: enable -XX:+HeapDumpOnOutOfMemoryError and check GC logs to see if heap grows steadily, which signals a leak, or spikes, which signals a large request. Analyse the heap dump in Eclipse MAT or VisualVM and look at the dominator tree for big retainers like static maps or caches. Fix the leak or bound the cache, then increase -Xmx only if the real workload needs it.
22

A team member compares two Integer values with == and the check fails only for large numbers. Explain.

Java Basics and JVMIn 5 company setsMedium
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Integer.valueOf caches objects for values from -128 to 127, so autoboxed small numbers share the same object and == returns true. Larger values create new Integer objects, so == compares two different references and returns false. The fix is to use equals() or compare unboxed int values. Static analysis tools like SonarQube flag this pattern.
23

Write Java code to reverse an integer without converting it to a string.

Java Basics and JVMIn 5 company setsEasy
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Take the last digit with % 10 and build the result, checking for overflow. public static int reverse(int x) { long rev = 0; while (x != 0) { rev = rev * 10 + x % 10; x /= 10; } if (rev > Integer.MAX_VALUE || rev < Integer.MIN_VALUE) return 0; return (int) rev; } Negative numbers work because % keeps the sign in Java.
24

Explain the SOLID principles briefly.

OOP in JavaIn 5 company setsMedium
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Single Responsibility: a class has one reason to change. Open/Closed: open for extension, closed for modification. Liskov Substitution: subclasses must work wherever the parent is expected. Interface Segregation: prefer small, focused interfaces. Dependency Inversion: depend on abstractions, not concrete classes. Spring dependency injection is a practical example of dependency inversion.
25

You need to add a new payment method to a system that has a big if-else on payment type. How would you redesign it?

OOP in JavaIn 5 company setsMedium
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This breaks the Open/Closed principle. I would create a PaymentProcessor interface with a pay() method and one implementation per type, such as UpiProcessor and CardProcessor. A factory or a Spring map of beans keyed by type picks the right one. Adding a new method then means adding one new class without touching existing tested code, and each processor can be unit tested alone.
26

Write a thread safe singleton class in Java.

OOP in JavaIn 5 company setsMedium
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The simplest safe options are an enum or the holder idiom. public class Config { private Config() {} private static class Holder { static final Config INSTANCE = new Config(); } public static Config getInstance() { return Holder.INSTANCE; } } The JVM loads Holder lazily and class initialisation is thread safe. An enum singleton also resists reflection and serialization attacks.
27

Describe a time you improved the design of existing code.

OOP in JavaIn 5 company setsMedium
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Situation: our notification module used a 400 line class with switch cases for email, SMS and WhatsApp. Task: add push notifications without breaking anything. Action: I wrote tests for current behaviour, extracted a Notifier interface with one class per channel and used Spring to inject them by type. Result: push was added in one new class, bugs in that module dropped and new channels now take hours, not days.
28

What is the difference between throw and throws?

Strings and Exception HandlingIn 5 company setsEasy
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throw is a statement used inside a method to actually raise an exception object, for example throw new IllegalStateException("closed"). throws is used in a method signature to declare which checked exceptions the method may pass to its caller, for example void read() throws IOException. A method can declare many exceptions with throws but throws one object at a time.
29

A log file shows a NullPointerException only for some users. How do you debug it?

Strings and Exception HandlingIn 5 company setsMedium
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Start with the stack trace; since Java 14 helpful NPE messages name exactly which variable was null. Reproduce with the failing user's data, which often has an optional field missing. Fix the root cause by validating input at the boundary, using Optional for values that may be absent and annotating with @NonNull. Add a unit test for that data case so it does not return.
30

You have to process tasks in order of priority. Which collection do you use?

Collections FrameworkIn 5 company setsMedium
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Use PriorityQueue, a binary heap where poll() always returns the smallest element by natural order or by a Comparator, such as Comparator.comparingInt(Task::priority). Insert and poll are O(log n) and peek is O(1). For multiple threads use PriorityBlockingQueue. Iterating a PriorityQueue does not give sorted order; only repeated poll() does.
31

Implement an LRU cache using LinkedHashMap.

Collections FrameworkIn 5 company setsMedium
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Access order plus removeEldestEntry gives LRU in a few lines. class LruCache<K, V> extends LinkedHashMap<K, V> { private final int capacity; LruCache(int capacity) { super(16, 0.75f, true); this.capacity = capacity; } @Override protected boolean removeEldestEntry(Map.Entry<K, V> e) { return size() > capacity; } } get and put are O(1).
32

What is a deadlock and how can it be prevented?

Multithreading and ConcurrencyIn 5 company setsMedium
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A deadlock happens when two or more threads each hold a lock and wait for a lock held by the other, so none can continue. It needs mutual exclusion, hold and wait, no preemption and circular wait. Prevent it by always acquiring locks in the same global order, using tryLock with a timeout, holding locks briefly and avoiding calls to unknown code while holding a lock.
33

Your application hangs and CPU is near zero. How do you find out why?

Multithreading and ConcurrencyIn 5 company setsHard
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Low CPU with a hang suggests threads are blocked, often a deadlock or waiting on a slow resource. Take several thread dumps with jcmd pid Thread.print. The JVM reports detected deadlocks at the end of the dump. Otherwise look for many threads BLOCKED on the same lock or WAITING on a connection pool or socket read, then fix lock order, add timeouts or increase the pool.
34

A counter shared between threads shows wrong totals. How do you fix it?

Multithreading and ConcurrencyIn 5 company setsMedium
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count++ is not atomic; two threads can read the same value and both write the same result, so updates are lost. Use AtomicInteger.incrementAndGet(), which uses CAS, or LongAdder for very high contention, as it spreads updates over cells. A synchronized method also works but is slower. volatile alone does not fix it because it gives visibility, not atomicity.
35

What is the difference between intermediate and terminal operations in streams?

Java 8+ Features and StreamsIn 5 company setsEasy
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Intermediate operations like filter, map, sorted and distinct return a new stream and are lazy; nothing runs until a terminal operation is called. Terminal operations like collect, forEach, reduce, count and findFirst trigger processing and produce a result. Laziness lets streams fuse steps into a single pass and short-circuit, so findFirst on filtered data stops early.
36

What is the difference between map() and flatMap()?

Java 8+ Features and StreamsIn 5 company setsEasy
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map() transforms each element into exactly one new element, so a Stream of orders mapped to totals stays one-to-one. flatMap() transforms each element into a stream and flattens all of them into one stream, which is useful for one-to-many cases, such as turning a list of orders into a single stream of all items with orders.stream().flatMap(o -> o.items().stream()).
37

A stream pipeline that updates a shared ArrayList in forEach gives random results with parallel(). Why?

Java 8+ Features and StreamsIn 5 company setsMedium
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ArrayList is not thread safe, and parallel streams run forEach on many threads, so additions race, get lost or throw exceptions. Side effects in streams are the problem. Replace forEach with collect(Collectors.toList()) or toList(), which handles merging per thread safely. Keep lambdas stateless and avoid modifying external state inside stream operations.
38

You need to process a 5 GB file using streams without running out of memory. How?

Java 8+ Features and StreamsIn 5 company setsHard
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Use Files.lines(path), which reads lazily line by line, inside try-with-resources. Apply filter and map, then aggregate with a collector that keeps small results such as counts or sums instead of collecting all lines into a list. If the output is large, write it incrementally to a BufferedWriter. Avoid sorted() and distinct() on huge data because they buffer everything.
39

A query is fast in development but takes 8 seconds in production. How do you investigate?

JDBC, Hibernate and JPAIn 5 company setsMedium
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Production has more data, so check the execution plan with EXPLAIN ANALYZE on production-like data. Look for full table scans, missing indexes on filter or join columns, functions on indexed columns and poor statistics. Check if Hibernate generates the SQL you expect. Add a suitable composite index, rewrite the query or paginate, and verify the plan improves before release.
40

Users report the app is slow for the first few minutes after every deployment. Why might this happen?

Java Basics and JVMIn 4 company setsHard
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This is usually JVM warm-up. Code runs in the interpreter until the JIT compiles hot paths, and caches, connection pools and class loading are also cold. Fixes include warm-up traffic before adding the instance to the load balancer, pre-initialising pools, class data sharing (AppCDS) to reduce start time, or newer options like CRaC or GraalVM native image when fast start is critical.
41

Tell me about a time you found and fixed a difficult production bug in a Java application.

Java Basics and JVMIn 4 company setsMedium
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Situation: our order service crashed with OutOfMemoryError every few days. Task: find the root cause without long downtime. Action: I enabled heap dumps on OOM, analysed the dump in Eclipse MAT and found a static HashMap used as a cache that was never cleared. I replaced it with a bounded Caffeine cache with expiry and added a heap usage alert. Result: no crashes in six months and memory stayed flat.
42

What are the four pillars of OOP? Explain with Java examples.

OOP in JavaIn 4 company setsEasy
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Encapsulation hides data behind methods, for example private fields with getters and setters in a BankAccount class. Abstraction exposes only what is needed through abstract classes or interfaces, like a Payment interface. Inheritance lets a class reuse another, such as SavingsAccount extends Account. Polymorphism lets one reference behave differently, like a Payment variable calling pay() on a UpiPayment or CardPayment.
43

Why does Java not support multiple inheritance of classes?

OOP in JavaIn 4 company setsEasy
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Multiple inheritance of classes creates the diamond problem: if two parents have the same method with different code, the child cannot know which one to use, and state duplication becomes messy. Java avoids this by allowing one superclass but many interfaces. If two interfaces provide the same default method, the class must override it and can call a specific one with InterfaceName.super.method().
44

How do you make a class immutable in Java?

OOP in JavaIn 4 company setsMedium
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Declare the class final, make all fields private and final, set them only in the constructor, and provide no setters. For mutable fields like a List or Date, make defensive copies in the constructor and in getters, or use List.copyOf. Immutable objects are thread safe and make good map keys. Java records give a concise way to create shallowly immutable data classes.
45

What are records in Java and when should you use them?

OOP in JavaIn 4 company setsMedium
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Records, final in Java 16, are concise classes for immutable data. record Point(int x, int y) {} generates private final fields, a canonical constructor, accessors, equals(), hashCode() and toString(). You can add validation in a compact constructor and add methods. Use them for DTOs, API responses and map keys. They cannot extend another class and are not suited to JPA entities, which need mutability.
46

What is the Liskov Substitution Principle? Give an example of breaking it.

OOP in JavaIn 4 company setsHard
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LSP says any subclass object must be usable wherever the parent is expected without breaking behaviour. A classic violation is Square extends Rectangle: setting width also changes height, so code that sets width 5 and height 4 and expects area 20 fails. Another is a subclass throwing UnsupportedOperationException for a parent method. The fix is a better hierarchy or composition.
47

Implement the Builder pattern for a User class with many optional fields.

OOP in JavaIn 4 company setsMedium
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A builder avoids long constructors. public class User { private final String name; private final int age; private User(Builder b) { name = b.name; age = b.age; } public static class Builder { private String name; private int age; public Builder name(String n) { name = n; return this; } public Builder age(int a) { age = a; return this; } public User build() { return new User(this); } } } Usage: new User.Builder().name("Asha").age(25).build(). Lombok @Builder generates this.
48

How do you create a custom exception and when should you?

Strings and Exception HandlingIn 4 company setsMedium
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Extend RuntimeException for unchecked or Exception for checked, and provide constructors that accept a message and a cause so the root stack trace is kept. Create one when a domain error needs specific handling, such as InsufficientBalanceException, which a Spring @ControllerAdvice can map to an HTTP 422 response. Do not create exceptions for normal control flow.
49

Exceptions are being swallowed with empty catch blocks in your codebase. How would you fix this?

Strings and Exception HandlingIn 4 company setsMedium
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Empty catches hide failures and make production issues invisible. I would find them with static analysis like SonarQube, then decide per case: handle the error properly, rethrow wrapped with context, or at least log with the stack trace. I would add a global exception handler for APIs and a team rule in code review and lint config to block new empty catch blocks.
50

How do you handle disagreement with a reviewer about your code?

Strings and Exception HandlingIn 4 company setsEasy
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Situation: a senior reviewer asked me to replace my checked exceptions with unchecked ones. Task: decide the right approach without conflict. Action: I asked for the reasons, read our codebase conventions and wrote a small comparison, then agreed because unchecked exceptions fit our global handler. Result: the change merged the same day and I learned to check team conventions before designing error handling.

Frequently asked questions

How is this list made?

We count how often each question appears across the 20 company-wise Java practice sets on this site and show the 50 most common. They are the safest questions to master first.

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It is the best starting point, not the finish line. After these, practise the company pages for your target employers and the sheets for your weaker topics.