Spring Boot — convention-over-configuration framework for building Spring-based Java applications
Hibernate 7.4 multi-tenancy on Spring Boot 4.1 and PostgreSQL 17, run end to end: @TenantId discriminator vs schema-per-tenant, tenant taken from a signed JWT claim, the search_path leak, one shared pool vs a pool per tenant (measured connection counts), and what happens when no tenant is set.
A hands-on Spring Data R2DBC guide on Spring Boot 4.1 and JDK 25: ReactiveCrudRepository, custom queries, DatabaseClient, reactive transactions that roll back, Testcontainers Postgres with StepVerifier, an honest look at having no relations, and when virtual threads with JPA are the better default. Every transcript comes from a real run.
Fifty Spring Boot 4 interview questions with short answers that fit in a sentence or two aloud, from Boot 4.1 and proxies to Spring Security 7, Kafka, batch and Spring AI. Every answer links a deep dive that reproduced the behaviour by running code.
Spring Boot 3.x is now outside OSS support. Here's how to calculate the risk, choose the right 4.x landing zone, automate the mechanical work with OpenRewrite, and complete the migration without turning it into a six-month rewrite.
AI scanners are flooding the Spring ecosystem with patch PRs faster than any team can review. Build an automated remediation pipeline instead: Dependabot or Renovate tuned for Spring Boot parent POMs and BOMs, a Testcontainers regression gate that decides which bumps are safe, and canary deployments for minor framework upgrades.
A practical Spring Framework 6 to 7 migration guide covering the Jakarta EE 11 baseline, removed and deprecated APIs, AOT and GraalVM changes, BeanRegistrar and proxy lifecycle changes, JSpecify null safety, testing and security implications, an upgrade checklist, and an AI prompt to scan your project.
Of every breaking change in the Spring Boot 2 → 3 era, the removal of WebSecurityConfigurerAdapter generated the most confused stack traces I've debugged — because security configuration is the one place where "it compiles and runs" tells you almost nothing about whether it still protects anything. This guide migrates Spring Security 5 configurations to the 6.x component model (Spring Boot 3.x), covers what tightens further in Spring Security 7 (Spring Boot 4), and flags the places where a mechanical conversion quietly changes your authorization behaviour.
Spring Boot 4 finally forced the issue: RestTemplate, in maintenance mode since Spring 5, is out of the recommended path, and codebases full of getForObject() and exchange() calls need a plan. The good news is that RestClient (introduced in Spring 6.1 / Boot 3.2) was designed as the synchronous successor, so this migration is mostly mechanical — if you know the method-by-method mapping and the three places where behaviour quietly differs. This guide gives you both.
The first time I ported a Zuul gateway to Spring Cloud Gateway, the routes took an afternoon — and the filters took two weeks. That ratio surprises every team that attempts this migration, because the route configuration looks superficially similar while the filter model is a different universe: Zuul 1 is a blocking servlet filter chain, Spring Cloud Gateway runs on Netty with Project Reactor, and a single hidden blocking call in a ported filter can stall your entire gateway. This guide covers the route conversion, the filter-by-filter port, and the blocking-call traps, in that order.
In 2020 I published a dozen tutorials on this site covering Eureka, Hystrix, Zuul, Ribbon, and Feign — the Spring Cloud Netflix stack. They were accurate then. Today, most of that stack is dead: Netflix put Hystrix into maintenance mode back in 2018, Zuul 1 and Ribbon followed, and the Spring team removed them from the Spring Cloud release train entirely. If you are still running any of these libraries on Spring Boot 2.x, this guide maps every Netflix component to its modern replacement and shows you the actual migration steps — including the parts that break.