What new is coming in reactor-core 3.6.0?

Reactor 3.6.0 is coming and going to be GA on November 14. This blogpost describes new features that are included in this upcoming release! Virtual Threads support Today, everyone talks about Java 21 and Project Loom. The Project Reactor team hears that and sees value in that project within our...

A Bootiful Podcast: Java community legend Sharat Chander

Hi, Spring fans! Java 21 is out and in order to celebrate, I talk to Java community legend Sharat Chander...

This Week in Spring - August 8th, 2023

Hi, Spring fans! Welcome to another installment of This Week in Spring! I'm baaaaack in the USA for the first time in more than two months, and it feels great to be home! I just concluded a tour of Asia, visiting Taipei, Taiwan Sydney, and the Blue Mountains, in Australia Seoul, S. Korea Singapor...

This Week in Spring - February 14th, 2023

Hi, Spring fans! It's early Tuesday morning for me. I'm preparing to head to Chicago, Illinois to meet some customers and have myself a grand ol' time in the windy city. I hope you're doing well, I certainly am. A Bootiful Podcast: opensource, Spring Cloud, and Kubernetes maestro Abel Salgado...

The new Spring Boot version validation and upgrade support in Spring Tools

New releases of Spring Boot are being released on a quite frequent schedule and updating your projects to newer versions of Spring Boot is something that many teams and organizations around the globe do as part of their daily work. Sometimes those upgrades are simple and easy, for example for new...

This Week in Spring - January 17th, 2023

Hi, Spring fans! Welcome to another installment of This Week in Spring! I went to Helsinki, Finland, last week, and this week Im in Atlanta, Georgia, to speak at the Atlanta Java User Group. And, of course, next week, Ill be in New York to join a viewing party for the airing of SpringOne...

A Bootiful Podcast: Mario Fusco, the Drools rules engine project lead and fellow Java Champion

Hi, Spring fans! In this episode I talk to Drools lead Mario Fusco @mariofusco about the rules engine Drools and its integrations with Spring, Olivetti computers, and so much more...

Bootiful Podcast: Spring Mad Scientist Andy Clement on SpringOne 2022, AOT, Azure Spring Apps, and more

Hi, Spring fans! In this installment, Josh Long @starbuxman talks to Spring mad scientist Andy Clement @andyclement about the new native support in Spring Boot 3, SpringOne 2022, and Azure Spring Apps, among other things...

My SpringOne 2022

It has taken me an embarrassingly long time to appreciate and understand that the devil is in the details regarding software development. Writing happy-path business logic isnt the hard part! Its the failure cases, observability, resilience, and process. Its security and other so-called...

This Week in Spring - July 12th, 2022

Hi, Spring fans! Welcome to another installment of This Week in Spring! How are you? This week Im writing you from sunny Seattle, Washington, where were having our next installment of the SpringOne Tour series. Its been a ton of fun seeing all these fun and friendly faces again and getting to see...

A Bootiful Podcast: Java Developer Advocate Billy Korando on Java 27 and Beyond

Hi Spring fans! In this installment, I am thrilled to have the chance to sit down with Java Developer Advocate Billy Korando to talk about the amazing features in the upcoming Java 27! We recorded this a day before I flew to San Francisco to attend the world premiere of the Java documentary, so a...

A Bootiful Podcast: Spring Security lead Rob Winch answers some security questions for me

Hi Spring and security fans! I got the legendary Spring Security lead Rob Winch to answers some of my burning security questions for us! Also: make sure you're downloading all the updates for the new Spring releases this week, the week of June 11th, 2026! or later...

A Bootiful Podcast: Glenn Renfro on Java and Spring community legend and my friend - on Devnexus and more

Hi, Spring fans! In this installment I talk to the amazing Glenn Renfro about Spring Batch, Spring Integration, Spring AI, and much more — plus why you should definitely register to attend the amazing Devnexus event in Atlanta, GA!...

A Bootiful Podcast: Start Your Year with Java Right with Java Developer Advocate Billy Korando

Hi, Spring and Java fans! In this episode I am beyond delighted to talk Java developer advocate and longtime friend of the show Billy Korando about the latest-and-greatest in the Java ecosystem...

This Week in Spring - January 26th, 2026

Hi, Spring fans! Welcome to another installment of This Week in Spring! As I write this, I cannot believe we're nearly at the end of the month! Time sure flies. Spring AI 2.0.0-M2 is available now Spring Modulith 2.1 M1, 2.0.2, and 1.4.7 released In last week's installment of A Bootiful Podcast ,...

This Week in Spring - January 13th, 2026

Hi, Spring fans, and welcome to another installment of This Week in Spring! It's the 13th of January, 2026, and it's been quite the week indeed! Let's dive right into it! Nobody, and I mean nobody , asked. So I put together a video on how to use Spring WS to build SOAP-based services in 2026. Hey...

A Bootiful Podcast: Nate Schutta the fundamentals of software engineering

Hi Spring fans, and happy holidays! I'm delighted to be joined again on this episode by my friend and fellow harbinger of doom in the best possible way, Nate Schutta — co-author of the wonderful book Foundations of Software Engineering!...

LLM Response Evaluation with Spring AI: Building LLM-as-a-Judge Using Recursive Advisors

The challenge of evaluating Large Language Model LLM outputs is critical for notoriously non-deterministic AI applications, especially as they move into production. Traditional metrics like ROUGE and BLEU fall short when assessing the nuanced, contextual responses that modern LLMs produce. Human...

Your First Spring AI 1.0 Application

Your First Spring AI 1.0 Application by Dr. Mark Pollack, Christian Tsolov, and Josh Long Hi, Spring fans! Spring AI is live on the Spring Initializr and everywhere fine bytes might be had. Ask your doctor if AI is right for you! It's an amazing time to be a Java and Spring developer. There's nev...

Bootiful Spring Boot 3.4: Spring AI

I love Spring AI. It’s an amazing project designed to bring the patterns and practices of AI engineering to the Spring Boot developer. It’s got clean idiomatic abstractions that’ll make any Sring developer feel right at home, and it has a ton of integrations with all manner of different vector...

Spring Tips: GRPC

Hi, Spring fans! In this installment, we look at how to create GRPC-based services with Spring Boot...

Spring Tips: Spring Data JDBC

Hi, Spring fans! In this installment, Josh Long looks at the fantastic Spring Data JDBC project, which is one of the easiest and most powerful ways to leverage JDBC in a Spring Boot application...

A Bootiful Podcast: Google Developer Advocate, Java legend, Alexis Moussine Pouchkine

Hi, Spring fans! Happy Thanksgiving to those who celebrate! Have you tried out Spring Boot 3.2? It comes out NEXT week on the 23rd! Get the bits and try them out now! This week I am joined by Google Developer Advocate, Java legend, Alexis Moussine Pouchkine...

A Use Case for Transactions: Outbox Pattern Strategies in Spring Cloud Stream Kafka Binder

Other parts in this blog series Part 1: Introduction to Transactions in Spring Cloud Stream Kafka Applications Part 2: Producer Initiated Transactions in Spring Cloud Stream Kafka Applications Part 3: Synchronizing with External Transaction Managers in Spring Cloud Stream Kafka Applications Part ...

Spring Tips: Making the joyful jump to Java 21

Hi, Spring fans! Java 21 and GraalVM supporting Java 21 are at long last here! It's been a long time in coming, but Java 21 - which comes out later today on the 19th of September, 2023 - brings with it some of the most exciting new features of any Java release. In this video, I will look at some ...

A Bootiful Podcast: Java legend Simon Martinelli on Vaadin, JavaOOQ, and so more

Hi Spring fans! In this installment Josh Long talks to Java legend Simon Martinelli about Vaadin, Spring, JavaOOQ, and more. This episode was recorded live from beautiful Barcelona, Spain at the amazing Spring I/O show!...

Context Propagation with Project Reactor 2 - The bumpy road of Spring Cloud Sleuth

This post is a part of a series: 1. The Basics 2. The bumpy road of Spring Cloud Sleuth 3. Unified Bridging between Reactive and Imperative Spring Cloud Sleuth recently became Micrometer Tracing, part of the Micrometer project. Most of the tracing instrumentation is centered within Micrometer und...

An ever green, ever great way to learn Spring

I could do this post every week. Wait, I do do this post every week! It's called This Week in Spring, and in it I recap a lot of interesting new bits of content on the internet that elaborate or introduce or innovate. I love those points of data. They help. But they're almost never a full-guided...

A Bootiful Podcast: Moderne founder Jon Schneider on OpenRewrite, modernizing code bases en masse, freedom and responsibility, and more

Hi, Spring fans! In this installment, Josh Long @starbuxman talks to Moderne @moderneinc founder Jon Schneider @jonkschneider on OpenRewrite, modernizing code bases en masse, freedom and responsibility, and more...

Spring Tips: the road to Spring Framework 6: the new Ahead-of-Time Compilation Engine and GraalVM

Hi, Spring fans! Spring Boot 3 is here or will be tomorrow, on the 24th of November, 2022, to be more precise!, bringing a fantastic new Ahead-of-Time AOT compilation engine that supports GraalVM native images. Join me, and well dive deep into the engine and its interactions with the Spring...

Updates on Spring Cloud Stream 4.0.0 Schema Registry Support

This blog gives an update on the Schema Registry support that is part of Spring Cloud Stream version 4.0.x. Many enterprises use a schema registry for schema evolution use cases, such as the Confluent Schema Registry. Starting with version 1.1.x of Spring Cloud Stream until 3.0.0, we provided a...

Spring Shell 2.1.0-RC1 is now available

On behalf of the team and everyone who has contributed, Im happy to announce that Spring Shell 2.1.0-RC1 has been released and is now available from . Please see the release notes for more details. Thanks to all those who have contributed with issue reports and pull requests. How can you help?...

Spring Tips: Learn Spring for GraphQL (the last two episodes: parts 7 and 8)

Hi, Spring fans! In thi^^^ these installments, we continue our series introducing the Spring for GraphQL project. This series features Spring for GraphQL lead Rossen Stoyanchev @rstoya05 - whose work you may know from basically everything in the wide and wonderful world of Springdom having to do...

A Bootiful Podcast: Java Champion and Spring Katas legend Chandra Guntur

Hi, Spring fans! In this installment, Josh Long @starbuxman talks to fellow Java Champion and Java ecosystem luminary Chandra Guntur @cguntur about Java, Spring, and the Spring Katas, among other things...

cve-2026-41699 - HIGH - Unsafe Deserialization in Spring GraphQL

cve-2026-41699 - HIGH - Unsafe Deserialization in Spring GraphQL...

Smart Tool Selection: Achieving 34-64% Token Savings with Spring AI's Dynamic Tool Discovery

As AI agents connect to more services—Slack, GitHub, Jira, MCP servers—tool libraries grow rapidly. A typical multi-server setup can easily have 50+ tools consuming 55,000+ tokens before any conversation starts. Worse, tool selection accuracy degrades when models face 30+ similarly-named tools. T...

This Week in Spring - April 22nd, 2025

Hi, Spring fans! Welcome to another installment of This Week in Spring , which I'm writing from magnificent Minneapolis, Minnesota, where I'm recording an amazing Frontend Masters course introducing Spring Boot. I love this article introducing Spring AI in JavaPro magazine Want to run an LLM...

This Week in Spring - January 28th, 2025

Hi, Spring fans! Welcome to another rip-roarin' and exciting installment of This Week in Spring , wherein we look at the amazing week that was in the Spring community. And what a week it's been! In addition to tons of cool tooling and AI related stuff, this week saw the release of the first steps...

Introducing Spring AI Amazon Bedrock Nova Integration via Converse API

The Amazon Bedrock Nova models represent a new generation of foundation models supporting a broad range of use cases, from text and image understanding to video-to-text analysis. With the Spring AI Bedrock Converse API integration, developers can seamlessly connect to these advanced Nova models a...

This Week in Spring - October 29th, 2024

Hi, Spring fans! How're things? It's almost Halloween! I'm so excited! I'm going as a PHP program. Boooooooo...t. I'm writing this from the amazing Vaadin Create conference in Frankfurt, Germany, about to do my keynote for an amazing, Spring-loving audience here. So, without further ado, let's di...

AI Meets Spring Petclinic: Implementing an AI Assistant with Spring AI (Part I)

Introduction In this two-parts blog post, I will discuss the modifications I made to Spring Petclinic to incorporate an AI assistant that allows users to interact with the application using natural language. Introduction to Spring Petclinic Spring Petclinic serves as the primary reference...

This Week in Spring - October 31st, 2023

Hi Spring fans, and Happy Halloween from the Spring team to those who celebrate! I hope your evening is fun and your day free of scary bugs! My friends, we've got some interesting stuff to look at this week so let's dive right into it. A Bootiful Podcast: Mr. Spring in Action, Craig Walls Spring...

This Week in Spring - October 17th, 2023

Hi, Spring fans! Welcome to yet another installment of This Week in Spring! It's October 17th, 2023, and I am here in Montreal, Canada, and then I'm off to Salt Lake City, Utah on Thursday for the Java User Group there. Don't miss it! We've got a lot to cover this week so let's dive right into it...

A Bootiful Podcast: Spring Data legend Greg Turnquist on optimizations and queries and more

Hi, Spring fans! In this installment, we'll talk to Spring Data legend Greg Turnquist @gregturn about the incredible next-level optimizations and query enhancements, the work in general, and so much more. Recorded live at SpringOne 2023 in Las Vegas!...

A Bootiful Podcast: Tadaya Tsuyukubo, creator of R2DBC Proxy, DataSource Proxy, and more

HI, Spring fans! In this installment Josh Long talks to R2DBC Proxy creator Tadaya Tsuyukubo, @ttddyy, creator of R2DBC Proxy and others...

A Bootiful Podcast: UL Systems founder and chairman Shigeru Urushibara interviews.. me?

Hi, Spring fans! I just crossed 13 years on the Spring team! I just got to spend a lovely day in the presence of one of my heroes and friends, UL Systems founder and chairman, Shigeru Urushibara-san @ulsystems, here in Tokyo, Japan, and in this episode, we sort of flip the script. We had a brief...

Building intelligent Spring Apps with Azure OpenAI

Note from Josh: Hi, Spring fans! I wanted to cross post this article looking at using Spring and Azure OpenAI from Microsoft's Sean Li because it's interesting: enjoy! Integrating cutting-edge artificial intelligence into apps has become a new trend in today's technological landscape. Spring is t...

This Week in Spring - June 20th, 2023

Hi, Spring fans! Welcome to another installment of This Week in Spring! I'm in Sydney, Australia, talking to customers, koalas, kangaroos, and whoever else will listen! I'll be doing a live presentation, tonight at the Microsoft Reactor here in Sydney. Register now and come join me! As usual, we'...

A Bootiful Podcast: Spring Integration lead Artem Bilan on the latest in Spring Integration 6

Hi, Spring fans! In this installment Josh Long @starbuxman talks to Spring Integration lead Artem Bilan @artembilan about the latest and greatest in Spring Integration. Spring Integration makes it easier to connect an increasingly larger ecosystem of disparate services and systems. SHOW NOTES: I...

This Week in Spring - March 14th, 2023

Hi, Spring fans! Happy Pi π day! And, welcome to another installment of This Week in Spring! It's pouring cats and dogs here in San Francisco! The news is talking about atmospheric rivers; I don't know what that means but I don't know that I want to find out. Anyway, all that to say: I'm glad as...