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:

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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 – Diagrid – NPI EA (cat= Testing)
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In distributed systems, managing multi-step processes (e.g., validating a driver, calculating fares, notifying users) can be difficult. We need to manage state, scattered retry logic, and maintain context when services fail.

Dapr Workflows solves this via Durable Execution which includes automatic state persistence, replaying workflows after failures and built-in resilience through retries, timeouts and error handling.

In this tutorial, we'll see how to orchestrate a multi-step flow for a ride-hailing application by integrating Dapr Workflows and Spring Boot:

>> Dapr Workflows With PubSub

1. Overview

From the Java 8 release onwards, it’s possible to compile programs using the so-called Pluggable Type Systems – which can apply stricter checks than the ones applied by the compiler.

We only need to use the annotations provided by the several Pluggable Type Systems available.

In this quick article, we’ll explore the Checker Framework, courtesy of the University of Washington.

2. Maven

To start working with the Checker Framework, we need to first add it into our pom.xml:

<dependency>
    <groupId>org.checkerframework</groupId>
    <artifactId>checker-qual</artifactId>
    <version>3.42.0</version>
</dependency>
<dependency>
    <groupId>org.checkerframework</groupId>
    <artifactId>checker</artifactId>
    <version>3.42.0</version>
</dependency>

The latest version of the libraries can be checked on Maven Central.

The first two dependencies contain the code of The Checker Framework, in which all types have been properly annotated by the developers of The Checker Framework.

We then have to properly tweak the maven-compiler-plugin to use The Checker Framework as a pluggable Type System:

<plugin>
    <artifactId>maven-compiler-plugin</artifactId>
    <version>${maven-compiler-plugin.version}</version>
    <configuration>
        <fork>true</fork>
        <compilerArgument>-Xlint:all</compilerArgument>
        <showWarnings>true</showWarnings>
        <annotationProcessorPaths>
            <path>
                <groupId>org.checkerframework</groupId>
                <artifactId>checker</artifactId>
                <version>${checker.version}</version>
            </path>
        </annotationProcessorPaths>
        <annotationProcessors>
            <annotationProcessor>
                org.checkerframework.checker.nullness.NullnessChecker
            </annotationProcessor>
            <annotationProcessor>
                org.checkerframework.checker.interning.InterningChecker
            </annotationProcessor>
            <annotationProcessor>
                org.checkerframework.checker.fenum.FenumChecker
            </annotationProcessor>
            <annotationProcessor>
                org.checkerframework.checker.formatter.FormatterChecker
            </annotationProcessor>
            <annotationProcessor>
                org.checkerframework.checker.regex.RegexChecker
            </annotationProcessor>
        </annotationProcessors>
        <compilerArgs combine.children="append">
            <arg>-Awarns</arg>
            <arg>-J--add-exports=jdk.compiler/com.sun.tools.javac.api=ALL-UNNAMED</arg>
            <arg>-J--add-exports=jdk.compiler/com.sun.tools.javac.code=ALL-UNNAMED</arg>
            <arg>-J--add-exports=jdk.compiler/com.sun.tools.javac.file=ALL-UNNAMED</arg>
            <arg>-J--add-exports=jdk.compiler/com.sun.tools.javac.main=ALL-UNNAMED</arg>
            <arg>-J--add-exports=jdk.compiler/com.sun.tools.javac.model=ALL-UNNAMED</arg>
            <arg>-J--add-exports=jdk.compiler/com.sun.tools.javac.processing=ALL-UNNAMED</arg>
            <arg>-J--add-exports=jdk.compiler/com.sun.tools.javac.tree=ALL-UNNAMED</arg>
            <arg>-J--add-exports=jdk.compiler/com.sun.tools.javac.util=ALL-UNNAMED</arg>
            <arg>-J--add-opens=jdk.compiler/com.sun.tools.javac.comp=ALL-UNNAMED</arg>
        </compilerArgs>
    </configuration>
</plugin>

The main point here is the content of the <annotationProcessors> tag. Here we listed all the checkers that we want to run against our sources.

3. Avoiding NullPointerExceptions

The first scenario in which The Checker Framework can help us is, identifying the piece of code where a NullPoinerException could originate:

private static int countArgs(@NonNull String[] args) {
    return args.length;
}

public static void main(@Nullable String[] args) {
    System.out.println(countArgs(args));
}

In the above example, we declared with the @NonNull annotation that the args argument of countArgs() should not be null.

Regardless of this constraint, in main(), we invoke the method passing an argument that can indeed be null, because it’s been annotated with @Nullable.

When we compile the code, The Checker Framework duly warns us that something in our code could be wrong:

[WARNING] /checker-plugin/.../NonNullExample.java:[12,38] [argument.type.incompatible]
 incompatible types in argument.
  found   : null
  required: @Initialized @NonNull String @Initialized @NonNull []

4. Proper Use of Constants as Enumerations

Sometimes we use a series of constants as they were items of an enumeration.

Let’s suppose we need a series of countries and planets. We can then annotate these items with the @Fenum annotation to group all the constants that are part of the same “fake” enumeration:

static final @Fenum("country") String ITALY = "IT";
static final @Fenum("country") String US = "US";
static final @Fenum("country") String UNITED_KINGDOM = "UK";

static final @Fenum("planet") String MARS = "Mars";
static final @Fenum("planet") String EARTH = "Earth";
static final @Fenum("planet") String VENUS = "Venus";

After that, when we write a method that should accept a String that is a “planet”, we can properly annotate the argument:

void greetPlanet(@Fenum("planet") String planet){
    System.out.println("Hello " + planet);
}

By error, we can invoke greetPlanet() with a string that hasn’t been defined as being a possible value for a planet, such:

public static void main(String[] args) {
    obj.greetPlanets(US);
}

The Checker Framework can spot the error:

[WARNING] /checker-plugin/.../FakeNumExample.java:[29,26] [argument.type.incompatible]
 incompatible types in argument.
  found   : @Fenum("country") String
  required: @Fenum("planet") String

5. Regular Expressions

Let’s suppose we know a String variable has to store a regular expression with at least one matching group.

We can leverage the Checker Framework and declare such variables like that:

@Regex(1) private static String FIND_NUMBERS = "\\d*";

This is obviously a potential error because the regular expression we assigned to FIND_NUMBERS does not have any matching group.

Indeed, the Checker Framework will diligently inform us about our error at compile time:

[WARNING] /checker-plugin/.../RegexExample.java:[7,51] [assignment.type.incompatible]
incompatible types in assignment.
  found   : @Regex String
  required: @Regex(1) String

6. Conclusion

The Checker Framework is a useful tool for developers that want to go beyond the standard compiler and improve the correctness of their code.

It’s able to detect, at compile time, several typical errors that can usually only be detected at runtime or even halt compilation by raising a compilation error.

There’re many more standard checks than what we covered in this article; check out the checks available in The Checker Framework official manual here, or even write your own.

The code backing this article is available on GitHub. Once you're logged in as a Baeldung Pro Member, start learning and coding on the project.
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:

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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:

>> 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?

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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 Jackson – NPI EA – 3 (cat = Jackson)