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:

>> Learn Java Basics

1. Overview

In software development, microservices architecture has become a favorable approach for creating scalable and maintainable systems. Effective communication among microservices is crucial, with technologies such as REST, message queues, Protocol Buffers (Protobuf), and gRPC often at the forefront of this discussion.

In this tutorial, we’ll focus on Protobuf and gRPC, looking into their differences, similarities, advantages, and disadvantages to comprehensively understand their roles in microservices architecture.

2. Protobuf

Protocol Buffers are a language and platform-neutral mechanism for serializing and deserializing structured data. Google, its creator, proclaims them to be much faster, smaller, and simpler than other types of payloads, such as XML and JSON.

Protobuf uses a .proto file to define the structure of our data. Each file describes the data that might be transferred from one node to another, or stored in data sources. Once the schema is defined, we’ll use the Protobuf compiler (protoc) to generate source code in various languages:

syntax = "proto3"
message Person {
    string name = 1;
    int32 id = 2;
    string email = 3;
}

This is a protocol of a simple message of Person type that has three fields. Each field has a type and a unique identification number. name and email are of string type whereas id is of integer type.

2.1. Advantages of Protobuf

Let’s take a look at some advantages of using Protobuf

Protobuf data is compact and can be serialized and deserialized easily, making it highly efficient for speed and storage.

Protobuf supports multiple programming languages, such as Java, C++, Python, Go, etc, facilitating seamless cross-platform data interchange.

It also enables the addition or removal of fields from data structures without disrupting deployed programs, making versioning and updates seamless.

2.2. Disadvantages of Protobuf

Protobuf data is not human-readable, which complicates debugging without using specialized tools. Moreover, the initial setup and understanding of Protobuf schema is more complex than formats like JSON or XML.

3. gRPC

gRPC is a high-performance, open-source RPC framework initially developed by Google. It helps to eliminate boilerplate code and connect polyglot services in and across data centers. We can view gRPC as an alternative to REST, SOAP, or GraphQL, built on top of HTTP/2 to use features like multiplexing or streaming connections.

In gRPC, Protobuf is the default interface definition language (IDL), which means the gRPC services are defined using Protobuf. Clients can call the RPC methods included in the service definition. The protoc compiler generates client and server code based on the service definition:

syntax = "proto3";

service PersonService {
  rpc GetPerson (PersonRequest) returns (PersonResponse);
}

message PersonRequest {
  int32 id = 1;
}

message PersonResponse {
  string name = 1;
  string email = 2;
}

In this example, a PersonService service is defined as a GetPerson RPC method that takes a PersonRequest message and returns a PersonResponse message.

3.1. Advantages of gRPC

Let’s take a look at some advantages of using gRPC:

  • leverages HTTP/2, which provides header compression, multiplexing, and efficient binary data transmission which leads to lower latency and higher throughput
  • makes implementation easy as it can generate client and server stubs automatically in various languages from service definition
  • is suitable for real-time data exchange as it supports client-side, server-side, and bidirectional streaming

3.2. Disadvantages of gRPC

Now, we’ll look into some challenges with using gRPC.

Setting up gRPC for simple CRUD operations or lightweight applications, may not be justified, given the simpler alternatives like REST with JSON. Like Protobuf, gRPC’s binary protocol makes debugging harder without proper tools.

4. Comparing Protobuf and gRPC

To compare Protobuf and gRPC, we can use an analogy: Protobuf is like a language designed for efficiently packing suitcases for travel. Meanwhile, gRPC is akin to a comprehensive travel agency that manages everything from booking flights to arranging transportation, using Protobuf’s suitcase for carrying our luggage. Let’s compare the Protobuf and gRPC to understand how closely they relate.

Let’s take a look at the similarities and differences between Protobuf and gRPC:

Aspect Protobuf gRPC
Developer Developed by Google Developed by Google
File Usage Uses .proto file to define data structures Uses .proto file to define service methods and their request/response
Extensibility Designed to be extensible, allowing the addition of new fields without breaking existing implementations Designed to be extensible, allowing the addition of new methods without breaking existing implementations
Language and Platform Support Support multiple programming languages and platforms, making them versatile for different environments Support multiple programming languages and platforms, making them versatile for different environments
OSI Model Layer Works at layer 6 Operates at layers 5,6, and 7
Definition Only defines the data structure Allows us to define service methods and their request/response in .proto file
Role and Function Similar to a serialization/deserialization tool like JSON Manages a way a client and server can interact (like a web client/server with REST API)
Streaming Support Doesn’t have built-in support for streaming Supports streaming which allows communication in real-time for servers and clients

5. Conclusion

In this article, we discussed Protobuf and gRPC. Both are powerful tools, but their strength shines in different scenarios. The best choice depends on our specific needs and priorities. We should consider the trade-offs between speed, efficiency, readability, and ease of use while making a decision.

We can use Protobuf for efficient data serialization and exchange, and we can opt for gRPC when we need a full-fledged RPC framework with advanced features.

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 Jackson – NPI EA – 3 (cat = Jackson)