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# Best of Spring Framework — 2025

1. 1  
[](/posts/building-a-real-time-ai-fraud-detection-system-with-spring-kafka-and-mongodb-jlcgryqxk "Building a Real-Time AI Fraud Detection System with Spring Kafka and MongoDB")  
Article  
![Avatar of foojayio](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/1820f6a6ae944760aa322b67ed85f848)Foojay.io · 1y  
Building a Real-Time AI Fraud Detection System with Spring Kafka and MongoDB  
This tutorial explains the step-by-step process of building a real-time fraud detection system using Spring Kafka, MongoDB, and AI-generated embeddings. It covers setting up a MongoDB database and creating a vector search index to detect anomalies in transaction data. The guide also illustrates creating synthetic customer profiles and generating transactions to analyze historical patterns for potential fraud, along with optimizing performance strategies.  
169  
1
2. 2  
[](/posts/from-java-basics-to-full-stack-development-a-simplified-roadmap-for-beginners-in-2025-np5j4yjli "From Java Basics to Full Stack Development: A Simplified Roadmap for Beginners in 2025")  
Article  
![Avatar of javarevisited](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/9ca6532654d146408235d53f0823a26d)Javarevisited · 2y  
From Java Basics to Full Stack Development: A Simplified Roadmap for Beginners in 2025  
This roadmap provides a comprehensive guide for beginners to become full stack Java developers by 2025\. It covers foundational Java concepts, mastering back-end development with Spring Framework, understanding RESTful APIs, microservices, and Spring Cloud. It also includes front-end development with HTML, CSS, JavaScript, and JavaScript frameworks like React. Additionally, it emphasizes the importance of learning databases, ORM frameworks, build tools, version control, deployment processes, and continuous learning.  
140
3. 3  
[](/posts/6-must-read-spring-framework-books-includes-spring-boot-and-spring-security-in-2025-uekltg8cu "6 Must Read Spring Framework Books (includes Spring Boot and Spring Security) in 2025")  
Article  
![Avatar of javarevisited](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/9ca6532654d146408235d53f0823a26d)Javarevisited · 2y  
6 Must Read Spring Framework Books (includes Spring Boot and Spring Security) in 2025  
The post recommends six key books for learning the Spring framework, including Spring Boot and Spring Security, suitable for beginners to advanced Java developers. It highlights essentials like 'Spring in Action' by Craig Walls and covers topics such as dependency injection, MVC architecture, batch processing, and security practices. Each book has been updated for the latest Spring versions, providing comprehensive guides to mastering various components of the Spring ecosystem.  
127  
8
4. 4  
[](/posts/are-you-really-wasting-your-time-in-java-without-these-10-libraries--mk6tgeaan "Are you really wasting your time in Java without these 10 libraries?")  
Article  
![Avatar of frankel](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/b7f3fdbf443347ea84705578a195085b)A Java geek · 47w  
Are you really wasting your time in Java without these 10 libraries?  
A critical analysis of 10 commonly recommended Java libraries, evaluating their current relevance and usefulness. The author argues that some popular tools like Lombok and MapStruct are no longer necessary given modern Java features and alternatives like Kotlin, while others like Liquibase/Flyway remain essential for production deployments. The piece emphasizes context-dependent decision-making over blindly following listicles, noting that tools like SLF4J, Jackson, JUnit, and Spring remain valuable, while Apache Commons Lang and Guava have diminished utility in modern Java versions.  
114  
9
5. 5  
[](/posts/understanding-concepts-in-event-driven-architectures-eda--iltbso6av "Understanding concepts in Event Driven Architectures (EDA)")  
Article  
![Avatar of java_libhunt](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/7729929f2ca649d7b13f6b04aa94d300)Awesome Java Newsletter · 2y  
Understanding concepts in Event Driven Architectures (EDA)  
Event Driven Architecture (EDA) is a popular choice for developing highly scalable distributed systems, where components communicate by sending and reacting to events asynchronously. Key components include event producers, message brokers, and event consumers. Common technologies used are Kafka, RabbitMQ, AWS SNS/SQS, and Google Pub/Sub. EDA offers advantages such as scalability, flexibility, and resilience, but also has challenges like eventual consistency and complex debugging.  
104
6. 6  
[](/posts/spring-boot-4-spring-framework-7-what-s-new-32sgv6roy "Spring Boot 4 & Spring Framework 7 – What’s New")  
Article  
![Avatar of baeldung](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/52cccfb454d946c4b7dfa5e816f9e576)Baeldung · 1y  
Spring Boot 4 & Spring Framework 7 – What’s New  
Spring Boot 4 and Spring Framework 7 introduce significant modernization updates including Java 17 baseline with Java 21/25 support, Jakarta EE 11 alignment, and Kotlin 2.2+ compatibility. Key features include enhanced GraalVM native image support, built-in API versioning, declarative HTTP clients with @HttpServiceClient, resilience annotations for retry logic, improved observability with Micrometer 2 and OpenTelemetry, modular architecture for better performance, and JSpecify null safety adoption. The releases also bring testing improvements with context pausing and RestTestClient, while removing deprecated javax.\* packages and Jackson 2.x support.  
93
7. 7  
[](/posts/spring-framework-7-0-and-spring-boot-4-0-revolutionizing-development-with-major-upgrades-sydnjps0x "Spring Framework 7.0 and Spring Boot 4.0: Revolutionizing Development with Major Upgrades")  
Article  
![Avatar of collections](https://media.daily.dev/image/upload/s--fk_6ycEi--/f_auto,q_auto/v1780996001/logos/collections?_a=BAMAMiWQ0)Collections · 1y  
Spring Framework 7.0 and Spring Boot 4.0: Revolutionizing Development with Major Upgrades  
Spring Framework 7.0 and Spring Boot 4.0 are set to release in November with major upgrades including Jakarta EE 11 support, Kotlin 2.x compatibility, and JSpecify null safety annotations. Key highlights include Project Leyden's AOT optimizations delivering 4.4x faster startup times, enhanced API handling with auto-configuration for HTTP service interfaces, Spring Data 4.0 improvements, and the launch of Spring AI 1.0 for generative AI applications. The release also introduces unified Long-Term Support with over 7 years of support for major releases.  
92
8. 8  
[](/posts/the-spring-boot-end-to-end-tutorial-new-for-2025--pomymwrvv "the Spring Boot end-to-end tutorial (new for 2025!)")  
Video  
![Avatar of youtube](https://media.daily.dev/image/upload/s--W5zMumpP--/f_auto/v1725350181/logos/youtube)YouTube · 2y  
the Spring Boot end-to-end tutorial (new for 2025!)  
Explore the essential concepts of Spring Boot 3.4 and its 2025 updates, including auto-configuration, dependency injection, and aspect-oriented programming. Learn to set up a Spring Cloud Config Server and use Spring Batch for efficient data processing. Follow along to build a dog adoption service with these tools.  
70
9. 9  
[](/posts/introduction-to-jimmer-orm-vmry1v9x4 "Introduction to Jimmer ORM")  
Article  
![Avatar of baeldung](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/52cccfb454d946c4b7dfa5e816f9e576)Baeldung · 1y  
Introduction to Jimmer ORM  
Jimmer ORM is a new database framework that differs from JPA by requiring developers to specify data interaction details at the call site rather than through annotations. It uses interfaces as entities and relies heavily on DTOs for both reading and writing data. The framework includes a dedicated DTO language to reduce manual DTO creation overhead and supports multiple databases including MySQL, PostgreSQL, and Oracle. Unlike Hibernate, Jimmer doesn't implement dirty checking or traditional lazy loading, instead focusing on explicit data shape specification through DTOs and Object Fetcher APIs.  
60
10. 10  
[](/posts/preparing-for-spring-boot-4-and-spring-framework-7-what-s-new--nb7xeacsp "Preparing for Spring Boot 4 and Spring Framework 7: What’s New?")  
Article  
![Avatar of foojayio](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/1820f6a6ae944760aa322b67ed85f848)Foojay.io · 1y  
Preparing for Spring Boot 4 and Spring Framework 7: What’s New?  
Spring Boot 4 and Spring Framework 7 introduce significant enhancements including built-in resilience features with @Retryable and @ConcurrencyLimit annotations, a fluent JMS client API, robust API versioning, and modular architecture. Key improvements include support for Jackson 3.x, JSpecify for null safety, enhanced SSL health reporting, multiple TaskDecorator beans support, and better integration with modern ecosystems like Kotlin 2.2 and Jakarta EE 11\. The modular codebase refactoring breaks up monolithic auto-configuration JARs into focused packages, while milestone artifacts are now available in Maven Central for easier dependency management.  
51
11. 11  
[](/posts/cleaning-spring-properties-files-yzssu9kga "Cleaning Spring Properties Files")  
Article  
![Avatar of baeldung](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/52cccfb454d946c4b7dfa5e816f9e576)Baeldung · 1y  
Cleaning Spring Properties Files  
Spring Properties Cleaner is a Maven plugin that automatically cleans up Spring application properties files by removing duplicates, standardizing formatting, sorting keys, and extracting common properties across multiple profile-specific files. The plugin can be configured to detect issues during builds, sort properties in clustered or alphabetical order, inline prefixes for better commonality extraction, and manage vertical whitespace. It supports three extraction modes (full, consistent, multiple) for promoting properties to a common application.properties file, helping maintain cleaner and more organized configuration files in Spring projects.  
47
12. 12  
[](/posts/only-5-of-the-developers-can-answer-these-questions--lgcxdnfjt "Only 5% of the Developers Can Answer These Questions! 🚀")  
Article  
![Avatar of javarevisited](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/9ca6532654d146408235d53f0823a26d)Javarevisited · 2y  
Only 5% of the Developers Can Answer These Questions! 🚀  
Understanding the fundamentals of Spring Framework is crucial before diving into Spring Boot. This guide emphasizes the importance of core concepts like Dependency Injection, IoC, and Bean Scopes. It presents thought-provoking questions to enhance comprehension and mastery of Spring's capabilities, which are essential for leveraging Spring Boot’s convenience features effectively.  
44
13. 13  
[](/posts/9-tips-for-productive-java-development-with-databases-in-intellij-idea-cd22szt3k "9 Tips for Productive Java Development With Databases in IntelliJ IDEA")  
Article  
![Avatar of jetbrains](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/53ecf0c676f34b3896ee109609d91efa)JetBrains · 2y  
9 Tips for Productive Java Development With Databases in IntelliJ IDEA  
IntelliJ IDEA enhances productivity for Java developers working with databases through features like automatic data source creation, query method testing without application runs, database schema diagrams, and in-editor query result reviews. Other helpful tools include data modification directly from result sets, query result visualization as charts, execution plan profiling, automated DB migration script generation, and an AI Assistant for query management.  
41
14. 14  
[](/posts/http-service-client-enhancements-ha8mh00ie "HTTP Service Client Enhancements")  
Article  
![Avatar of spring](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/spring)Spring · 1y  
HTTP Service Client Enhancements  
Spring Framework 7 introduces HTTP Service Registry to simplify configuration of HTTP service clients. The new registry layer reduces boilerplate code when working with multiple REST APIs by providing declarative registration through @ImportHttpServices annotation, transparent Spring bean creation, and centralized client proxy management. Spring Boot 4.0 adds auto-configuration support with properties-based HTTP client settings per service group, while Spring Security 7.0 provides OAuth integration for authenticated API calls.  
39
15. 15  
[](/posts/spring-boot-deep-dive-how-it-simplifies-java-apps-microservices-s7xyksn6q "Spring Boot Deep Dive | How It Simplifies Java Apps & Microservices")  
Video  
![Avatar of bytemonk](https://media.daily.dev/image/upload/s--n36_-Uve--/f_auto/v1752670492/logos/bytemonk)ByteMonk · 1y  
Spring Boot Deep Dive | How It Simplifies Java Apps & Microservices  
Spring Boot revolutionizes Java development by eliminating the verbose XML configuration and boilerplate code that plagued traditional Spring Framework. It provides auto-configuration, starter dependencies, embedded servers, and convention-over-configuration principles to enable rapid application development. The framework supports modern microservices architecture with features like service discovery, API gateways, circuit breakers, and distributed configuration. Spring Boot integrates seamlessly with Spring Security for authentication and authorization, while its actuator provides built-in monitoring and health checks for production-ready applications.  
43
16. 16  
[](/posts/top-22-spring-boot-interview-questions-and-answers-for-2-to-5-years-experienced-developers-z19caljkq "Top 22 Spring Boot Interview Questions and Answers for 2 to 5 Years Experienced Developers")  
Article  
![Avatar of javarevisited](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/9ca6532654d146408235d53f0823a26d)Javarevisited · 2y  
Top 22 Spring Boot Interview Questions and Answers for 2 to 5 Years Experienced Developers  
This post provides a comprehensive list of the top 22 Spring Boot interview questions and answers, targeting Java developers with 2 to 5 years of experience. It covers essential Spring Boot features such as auto-configuration, starter dependencies, Spring Boot CLI, and Actuator. The article aims to equip developers with the knowledge needed to tackle Spring Boot-related questions in job interviews.  
39
17. 17  
[](/posts/spring-tools-5-0-released-fzd0sxnam "Spring Tools 5.0 released")  
Article  
![Avatar of spring](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/spring)Spring · 44w  
Spring Tools 5.0 released  
Spring Tools 5.0 has been released, marking a new major version of the development tooling for Spring Framework applications. This release provides enhanced IDE support for Java developers working with Spring-based projects.  
37  
1
18. 18  
[](/posts/openfeign-vs-webclient-how-to-choose-a-rest-client-for-your-spring-boot-project-olukoespb "OpenFeign vs WebClient: How to Choose a REST Client for Your Spring Boot Project")  
Article  
![Avatar of freecodecamp](https://media.daily.dev/image/upload/t_logo,f_auto/v1628412854/logos/freecodecamp)freeCodeCamp · 1y  
OpenFeign vs WebClient: How to Choose a REST Client for Your Spring Boot Project  
OpenFeign and WebClient are two popular REST client options for Spring Boot applications. OpenFeign offers a declarative approach using annotated interfaces, integrates seamlessly with Spring Cloud components, and works well for synchronous microservice communication. WebClient provides a reactive, non-blocking HTTP client with fluent API design, better suited for high-throughput applications and reactive programming models. The choice depends on your architecture: use OpenFeign for traditional Spring Cloud microservices prioritizing simplicity, and WebClient for reactive applications requiring high performance and concurrent request handling.  
35
19. 19  
[](/posts/spring-transaction-propagation-guide-zvkqhvcte "Spring Transaction Propagation Guide")  
Article  
![Avatar of javarevisited](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/9ca6532654d146408235d53f0823a26d)Javarevisited · 2y  
Spring Transaction Propagation Guide  
Spring transaction propagation controls how transactions flow between service methods using the @Transactional annotation. Key propagation types include REQUIRED, REQUIRES\_NEW, and NESTED. Each type serves different use cases: REQUIRED for default, all-or-nothing processes; REQUIRES\_NEW for independent actions like logging; and NESTED for partial rollbacks. The guide also discusses transaction isolation levels, best practices, and common pitfalls.  
35
20. 20  
[](/posts/java-or-python-for-building-agents--gqpgkeyd6 "Java or Python for building agents?")  
Article  
![Avatar of infoworld](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/bf6d68a999064029b0bb09aa6268f1f3)InfoWorld · 52w  
Java or Python for building agents?  
Choosing between Java and Python for AI agents should depend on your team's existing expertise and technology stack, not trends. While Python dominates AI development due to its accessibility and rich ecosystem, Java developers can build equally effective agents using frameworks like Embabel. Organizations will achieve faster AI adoption by leveraging their current tools and skills rather than switching to unfamiliar technologies. By 2028, 80% of generative AI applications will be built on existing data management platforms, reinforcing the value of working with what you already have.  
32  
6
21. 21  
[](/posts/why-become-a-certified-spring-professional-developer-in-2025--2eh9uus1d "Why Become a Certified Spring Professional/Developer in 2025?")  
Article  
![Avatar of javarevisited](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/9ca6532654d146408235d53f0823a26d)Javarevisited · 2y  
Why Become a Certified Spring Professional/Developer in 2025?  
Becoming a Certified Spring Developer in 2025 can significantly enhance your career prospects by unlocking higher salaries, ensuring growth, and differentiating you from other Java developers. The certification process helps you master core Spring concepts, including Spring Boot, Security, and Cloud, while providing hands-on experience with real-world projects. As demand for skilled Spring developers continues to grow, a certification validates your expertise and makes you a strong candidate for top companies. Recommended resources for preparing include books, practice tests, official documentation, and courses on platforms like Udemy and Baeldung.  
29
22. 22  
[](/posts/aspect-oriented-programming-aop-in-spring-boot-ibwqbrfm0 "Aspect Oriented Programming (AOP) in Spring Boot")  
Article  
![Avatar of javarevisited](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/9ca6532654d146408235d53f0823a26d)Javarevisited · 1y  
Aspect Oriented Programming (AOP) in Spring Boot  
Aspect Oriented Programming (AOP) helps manage cross-cutting concerns like logging, auditing, and security in Spring Boot applications. By centralizing these aspects, developers can maintain clean business logic and avoid redundant code. Key concepts include aspects, advice, join points, pointcuts, and weaving. AOP is beneficial for improving code readability, maintainability, and consistency. The choice between Spring AOP and AspectJ depends on specific performance needs and complexity of the application.  
28
23. 23  
[](/posts/top-5-books-to-learn-hibernate-and-spring-data-jpa-for-experienced-java-developers-tracbfoeq "Top 5 Books to Learn Hibernate and Spring Data JPA for Experienced Java Developers")  
Article  
![Avatar of javarevisited](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/9ca6532654d146408235d53f0823a26d)Javarevisited · 2y  
Top 5 Books to Learn Hibernate and Spring Data JPA for Experienced Java Developers  
A guide for experienced Java developers showcasing the top 5 books to learn Hibernate and Spring Data JPA. It includes recommendations such as 'Java Persistence with Hibernate 2nd Edition' and 'High-Performance Java Persistence' by Vlad Mihalcea. Each book is supplemented with author insights and compatibility with online courses for comprehensive learning.  
28
24. 24  
[](/posts/java-at-microsoft-2025-year-in-review-gxsltivno "Java at Microsoft: 2025 Year in Review")  
Article  
![Avatar of devblogs](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/8f68b453325f482ebeb73fb780092713)DevBlogs · 41w  
Java at Microsoft: 2025 Year in Review  
OpenJDK 25 shipped as the new Long-Term Support release with Microsoft Build of OpenJDK 25 available across platforms and Azure services. GitHub Copilot expanded AI-assisted development across Java IDEs (Eclipse, IntelliJ, VS Code) and CLI, with new app modernization capabilities for upgrading Java versions and frameworks. Azure Command Launcher for Java entered public preview, providing automatic JVM tuning without manual configuration. Microsoft deepened investments in AI development with support for LangChain4j, Spring AI, Quarkus AI, and Embabel frameworks, plus educational content for beginners. The company participated in major Java conferences including Microsoft JDConf and JavaOne, while contributing to open source projects across the Java ecosystem.  
27
25. 25  
[](/posts/spring-grpc-next-steps-for-1-0-0-mfuawq8hy "Spring gRPC Next Steps for 1.0.0")  
Article  
![Avatar of spring](https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/spring)Spring · 49w  
Spring gRPC Next Steps for 1.0.0  
Spring gRPC 1.0 will support Spring Boot 4.0 as a standalone project rather than being merged into Spring Boot 4.0 as originally planned. The autoconfiguration merge is now targeted for Spring Boot 4.1\. Users can upgrade from version 0.12.0 by simply changing the version number in their dependency management, with minimal code changes required. The autoconfiguration and starter dependencies will be deprecated immediately upon release to signal the planned migration to Spring Boot 4.1, though this deprecation is purely about dependency coordinate changes.  
25  
2

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