eBook – Guide Spring Cloud – NPI EA (cat=Spring Cloud)
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Let's get started with a Microservice Architecture with Spring Cloud:

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eBook – Mockito – NPI EA (tag = Mockito)
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Mocking is an essential part of unit testing, and the Mockito library makes it easy to write clean and intuitive unit tests for your Java code.

Get started with mocking and improve your application tests using our Mockito guide:

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eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

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eBook – Reactive – NPI EA (cat=Reactive)
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Spring 5 added support for reactive programming with the Spring WebFlux module, which has been improved upon ever since. Get started with the Reactor project basics and reactive programming in Spring Boot:

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eBook – Java Streams – NPI EA (cat=Java Streams)
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Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

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eBook – Jackson – NPI EA (cat=Jackson)
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Do JSON right with Jackson

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eBook – HTTP Client – NPI EA (cat=Http Client-Side)
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Get the most out of the Apache HTTP Client

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eBook – Maven – NPI EA (cat = Maven)
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Get Started with Apache Maven:

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eBook – Persistence – NPI EA (cat=Persistence)
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Working on getting your persistence layer right with Spring?

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eBook – RwS – NPI EA (cat=Spring MVC)
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Building a REST API with Spring?

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Course – LS – NPI EA (cat=Jackson)
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Get started with Spring and Spring Boot, through the Learn Spring course:

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Course – RWSB – NPI EA (cat=REST)
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Explore Spring Boot 3 and Spring 6 in-depth through building a full REST API with the framework:

>> The New “REST With Spring Boot”

Course – LSS – NPI EA (cat=Spring Security)
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Yes, Spring Security can be complex, from the more advanced functionality within the Core to the deep OAuth support in the framework.

I built the security material as two full courses - Core and OAuth, to get practical with these more complex scenarios. We explore when and how to use each feature and code through it on the backing project.

You can explore the course here:

>> Learn Spring Security

Course – LSD – NPI EA (tag=Spring Data JPA)
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Spring Data JPA is a great way to handle the complexity of JPA with the powerful simplicity of Spring Boot.

Get started with Spring Data JPA through the guided reference course:

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Partner – Moderne – NPI EA (cat=Spring Boot)
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Refactor Java code safely — and automatically — with OpenRewrite.

Refactoring big codebases by hand is slow, risky, and easy to put off. That’s where OpenRewrite comes in. The open-source framework for large-scale, automated code transformations helps teams modernize safely and consistently.

Each month, the creators and maintainers of OpenRewrite at Moderne run live, hands-on training sessions — one for newcomers and one for experienced users. You’ll see how recipes work, how to apply them across projects, and how to modernize code with confidence.

Join the next session, bring your questions, and learn how to automate the kind of work that usually eats your sprint time.

Course – LJB – NPI EA (cat = Core Java)
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Code your way through and build up a solid, practical foundation of Java:

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Partner – LambdaTest – NPI EA (cat= Testing)
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Distributed systems often come with complex challenges such as service-to-service communication, state management, asynchronous messaging, security, and more.

Dapr (Distributed Application Runtime) provides a set of APIs and building blocks to address these challenges, abstracting away infrastructure so we can focus on business logic.

In this tutorial, we'll focus on Dapr's pub/sub API for message brokering. Using its Spring Boot integration, we'll simplify the creation of a loosely coupled, portable, and easily testable pub/sub messaging system:

>> Flexible Pub/Sub Messaging With Spring Boot and Dapr

eBook – Java Concurrency – NPI (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

>> Download the eBook

1. Introduction

In this tutorial, we’ll show the difference between traditional threads in Java and the virtual threads introduced in Project Loom.

Next, we’ll share several use cases for virtual threads and the APIs that the project has introduced.

Before we start, we need to note this project is under active development. We’ll run our examples on early access loom VM: openjdk-15-loom+4-55_windows-x64_bin.

Newer versions of the builds are free to change and break current APIs. That being said, there was already a major change in the API, as the previously used java.lang.Fiber class has been removed and replaced with the new java.lang.VirtualThread class.

2. High-Level Overview of Thread vs. Virtual Thread

At a high level, a thread is managed and scheduled by the operating system, while a virtual thread is managed and scheduled by a virtual machine. Now, to create a new kernel thread, we must do a system call, and that’s a costly operation.

That’s why we’re using thread pools instead of reallocating and deallocating threads as needed. Next, if we’d like to scale our application by adding more threads, due to the context switching and their memory footprint, the cost of maintaining those threads may be significant and affect the processing time.

Then, usually, we don’t want to block those threads, and this results in usages of non-blocking I/O APIs and asynchronous APIs, which might clutter our code.

On the contrary, virtual threads are managed by the JVM. Therefore, their allocation doesn’t require a system call, and they’re free of the operating system’s context switch. Furthermore, virtual threads run on the carrier thread, which is the actual kernel thread used under-the-hood. As a result, since we’re free of the system’s context switch, we could spawn many more such virtual threads.

Next, a key property of virtual threads is that they don’t block our carrier thread. With that, blocking a virtual thread is becoming a much cheaper operation, as the JVM will schedule another virtual thread, leaving the carrier thread unblocked.

Ultimately, we wouldn’t need to reach out for NIO or Async APIs. This should result in more readable code that is easier to understand and debug. Nevertheless, the continuation can potentially block a carrier thread — specifically, when a thread calls a native method and performs blocking operations from there.

3. New Thread Builder API

In Loom, we got the new builder API in the Thread class, along with several factory methods. Let’s see how we can create standard and virtual factories and make use of them for our thread execution:

Runnable printThread = () -> System.out.println(Thread.currentThread());
        
ThreadFactory virtualThreadFactory = Thread.builder().virtual().factory();
ThreadFactory kernelThreadFactory = Thread.builder().factory();

Thread virtualThread = virtualThreadFactory.newThread(printThread);
Thread kernelThread = kernelThreadFactory.newThread(printThread);

virtualThread.start();
kernelThread.start();

Here’s the output of the above run:

Thread[Thread-0,5,main]
VirtualThread[<unnamed>,ForkJoinPool-1-worker-3,CarrierThreads]

Here, the first entry is the standard toString output of the kernel thread.

Now, we see in the output that the virtual thread has no name, and it’s executing on a worker thread of the Fork-Join pool from the CarrierThreads thread group.

As we can see, regardless of the underlying implementation, the API is the same, and that implies we could easily run existing code on the virtual threads.

Also, we don’t need to learn a new API to make use of them.

4. Virtual Thread Composition

It is a continuation and a scheduler that, together, make up a virtual thread. Now, our user-mode scheduler may be any implementation of the Executor interface. The above example has shown us that, by default, we run on the ForkJoinPool.

Now, similarly to a kernel thread – which can be executed on the CPU, then parked, rescheduled back, and then resumes its execution – a continuation is an execution unit that can be started, then parked (yielded), rescheduled back, and resumes its execution in that same way from where it left off and still be managed by a JVM instead of relying on an operating system.

Note that the continuation is a low-level API, and that programmers should to use higher-level APIs like the builder API to run virtual threads.

However, to show how it’s working under-the-hood, now we’ll run our experimental continuation:

var scope = new ContinuationScope("C1");
var c = new Continuation(scope, () -> {
    System.out.println("Start C1");
    Continuation.yield(scope);
    System.out.println("End C1");
});

while (!c.isDone()) {
    System.out.println("Start run()");
    c.run();
    System.out.println("End run()");
}

Here’s the output of the above run:

Start run()
Start C1
End run()
Start run()
End C1
End run()

In this example, we ran our continuation and, at some point, decided to stop the processing. Then once we re-ran it, our continuation continued from where it left off. By the output, we see that the run() method was called twice, but the continuation was started once and then continued its execution on the second run from where it left off.

This is how blocking operations are meant to be processed by the JVM. Once a blocking operation happens, the continuation will yield, leaving the carrier thread unblocked.

So, what happened is that our main thread created a new stack frame on its call stack for the run() method and proceeded with the execution. Then, after the continuation yielded, the JVM saved the current state of its execution.

Next, the main thread has continued its execution as if the run() method returned and continued with the while loop. After the second call to continuation’s run method, the JVM restored the state of the main thread to the point where the continuation has yielded and finished the execution.

5. Conclusion

In this article, we discussed the difference between the kernel thread and the virtual thread. Next, we showed how we could use a new thread builder API from Project Loom to run the virtual threads.

Finally, we showed what a continuation is and how it works under-the-hood. We can further explore the state of Project Loom by inspecting the early access VM. Alternatively, we can explore more of the already standardized Java concurrency APIs.

Baeldung Pro – NPI EA (cat = Baeldung)
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Baeldung Pro comes with both absolutely No-Ads as well as finally with Dark Mode, for a clean learning experience:

>> Explore a clean Baeldung

Once the early-adopter seats are all used, the price will go up and stay at $33/year.

eBook – HTTP Client – NPI EA (cat=HTTP Client-Side)
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The Apache HTTP Client is a very robust library, suitable for both simple and advanced use cases when testing HTTP endpoints. Check out our guide covering basic request and response handling, as well as security, cookies, timeouts, and more:

>> Download the eBook

eBook – Java Concurrency – NPI EA (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

>> Download the eBook

eBook – Java Streams – NPI EA (cat=Java Streams)
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Since its introduction in Java 8, the Stream API has become a staple of Java development. The basic operations like iterating, filtering, mapping sequences of elements are deceptively simple to use.

But these can also be overused and fall into some common pitfalls.

To get a better understanding on how Streams work and how to combine them with other language features, check out our guide to Java Streams:

>> Join Pro and download the eBook

eBook – Persistence – NPI EA (cat=Persistence)
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Working on getting your persistence layer right with Spring?

Explore the eBook

Course – LS – NPI EA (cat=REST)

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Get started with Spring Boot and with core Spring, through the Learn Spring course:

>> CHECK OUT THE COURSE

Partner – Moderne – NPI EA (tag=Refactoring)
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Modern Java teams move fast — but codebases don’t always keep up. Frameworks change, dependencies drift, and tech debt builds until it starts to drag on delivery. OpenRewrite was built to fix that: an open-source refactoring engine that automates repetitive code changes while keeping developer intent intact.

The monthly training series, led by the creators and maintainers of OpenRewrite at Moderne, walks through real-world migrations and modernization patterns. Whether you’re new to recipes or ready to write your own, you’ll learn practical ways to refactor safely and at scale.

If you’ve ever wished refactoring felt as natural — and as fast — as writing code, this is a good place to start.

eBook – Java Concurrency – NPI (cat=Java Concurrency)
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Handling concurrency in an application can be a tricky process with many potential pitfalls. A solid grasp of the fundamentals will go a long way to help minimize these issues.

Get started with understanding multi-threaded applications with our Java Concurrency guide:

>> Download the eBook

eBook Jackson – NPI EA – 3 (cat = Jackson)