This article explains how to protect API data exchange by using access tokens, timestamps, MD5 signatures, Redis caching, and a custom @NotRepeatSubmit annotation to prevent replay attacks and duplicate submissions in a Spring Boot backend.
The article presents eladmin, a fully open‑source, front‑back separated admin platform built with Spring Boot, JPA, Spring Security, Redis and Vue, detailing its features, modular architecture, code‑generation capabilities, and highlights that make it a valuable learning resource for developers.
This article curates a selection of high‑quality open‑source Spring Boot admin systems—including SmartAdmin, litemall, Timo, mall4j, web‑flash, and SPTools—detailing their key features, technology stacks, and repository links to help developers quickly adopt robust backend management solutions.
SOFABoot, an Ant Financial open‑source framework built on Spring Boot, enhances microservice development by adding readiness checks, class and log space isolation, unified middleware integration, and modular development capabilities, addressing class conflicts and monitoring challenges in large‑scale deployments.
This article walks through creating a WebSSH solution from scratch using Spring Boot, WebSocket, JSch and the xterm.js front‑end library, covering dependency setup, backend WebSocket configuration, message handling, SSH session management, and a minimal HTML/JS client to display a browser‑based terminal.
Netflix’s Domain Graph Service (DGS) framework, now open‑sourced, provides a Spring Boot‑based, annotation‑driven solution for building both standalone and federated GraphQL services, offering schema‑first and code‑first development, code generation, testing tools, and seamless integration with Netflix’s tracing and security infrastructure.
This article explains the dangers of using the Linux kill -9 command for terminating processes, illustrates how abrupt termination can cause data inconsistency in transactional systems, and provides step‑by‑step methods—including Spring Boot actuator, custom Tomcat shutdown, and @PreDestroy hooks—to achieve graceful service shutdown.
This article explains the fundamentals of unit testing in Spring Boot, covering the purpose of unit tests, how to add the spring-boot-starter-test dependency, the role of MockMvc for controller testing, step‑by‑step creation of Service and Controller test classes, key annotations, assertion techniques, and a brief comparison with Postman.
This article explains how Spring 5.0 reads configuration and annotations, manages bean lifecycles, utilizes BeanPostProcessor extensions, addresses key issues such as FactoryBean vs BeanFactory and circular dependencies, and provides sample code to demonstrate these concepts.
This article walks through the design and implementation of a Java RPC framework, detailing added serialization options, multiple load‑balancing strategies, client‑side service caching, TCP long‑connection handling with Netty, performance testing, and provides the full source code for replication.
This article provides a comprehensive guide to using Jackson with Spring Boot, covering its core modules, Maven dependencies, ObjectMapper usage, JSON tree model, custom deserializers, XML handling, configuration options, and practical code examples for serialization and deserialization.
Learn how to quickly set up a GraphQL API using Netflix's open‑source DGS framework in a Spring Boot project, covering Maven dependencies, schema definition, data fetcher implementation, UI debugging with GraphiQL, and example curl and Java test calls.
This tutorial walks through creating a Spring Boot project, configuring Maven dependencies, setting up MySQL with MyBatis, defining entity, mapper, service, and controller layers, and building simple Thymeleaf login and registration pages, culminating in a runnable dynamic authentication demo.
After migrating a project to the MDP framework based on Spring Boot, the system repeatedly reported excessive swap usage; the investigation revealed that native memory allocated by the Spring Boot classloader’s Reflections scanning and InflaterInputStream caused 700 MB–800 MB of off‑heap memory to remain unreleased, which was eventually resolved by limiting the scan path and updating Spring Boot.
This article explains how Spring Boot’s auto‑configuration works, introduces the most frequently used annotations such as @Value, @ConfigurationProperties, @Import and @Conditional, and provides practical code examples to illustrate the underlying mechanisms and startup process of a Spring Boot application.
Spring Boot 2.4.3, released on the first workday of the new year, brings 29 bug fixes, 15 documentation improvements, and 31 dependency upgrades—including critical fixes for DataSourceBuilder, Amazon Redshift driver detection, JPA lazy repositories, and Spring Data Solr—while the full changelog is available on GitHub.
This article explains how Spring Boot's spring-boot-maven-plugin creates an executable JAR, describes the internal JAR structure, the function of the JarLauncher class, and details the custom class loader mechanisms that enable Spring Boot applications to run directly with java -jar.
Spring Boot 2.4.3, the third patch of the 2.4 line, introduces 75 bug fixes, enhancements, documentation updates, and dependency upgrades, including UTF‑8 logging defaults, Neo4j/MongoDB startup fixes, Redshift driver recognition, and numerous improvements to testing, security, and monitoring components.
This article introduces a behavior‑based captcha solution that replaces traditional text captchas with slide‑puzzle and click‑word challenges, explains its terminology, interaction flow, project directory layout, and provides online demo links for both web and mobile implementations.
This tutorial walks through setting up Spring Authorization Server on Spring Boot 2.4.2, covering Maven dependencies, custom bean configuration, token generation, testing with curl commands, and token customization options, providing a complete example for OAuth2 authorization implementation.
TLog provides a non‑intrusive, zero‑storage solution for tracing logs across microservices by automatically tagging log entries with a TraceId, supporting major Java logging frameworks and RPC libraries, and can be integrated into a Spring Boot project in just a few minutes.
This article investigates the often‑confused concepts of asynchronous request and asynchronous call in Spring Boot, explains how they differ in purpose and behavior, shows how to locate reliable definitions through English sources, and demonstrates the distinction with code examples.
This article describes a series of improvements to a Spring‑Boot based Java RPC framework—including support for Protobuf and Kryo serialization, multiple load‑balancing algorithms, client‑side service caching, TCP long‑connection reuse via Netty, and a performance test that reduces request latency by more than tenfold.
This article explains why Spring MVC controllers are singleton by default, demonstrates the thread‑safety issues caused by non‑static member variables, shows how applying @Scope("prototype") changes behavior, and summarizes the five Spring bean scopes with practical recommendations.
This article explains the fundamentals of asynchronous programming and multithreading, compares their models with clear examples, discusses callbacks, highlights performance trade‑offs, and offers guidance on choosing the right approach for I/O‑heavy Java applications.
This tutorial explains how to embed Dataway—a UI‑driven API configuration tool based on Hasor—into a Spring Boot application, covering dependency inclusion, Dataway property setup, datasource configuration, Hasor module wiring, enabling annotations, launching the service, and creating and publishing APIs without writing any Java code.
This article introduces kk-anti-reptile, a Spring Boot‑based anti‑crawler filter that uses Redis, implements ip‑rule and ua‑rule, returns HTTP 509 with various captchas, and provides step‑by‑step Maven, configuration, and Axios front‑end integration instructions.
This tutorial explains how to create a custom @AccessLimit annotation, an interceptor that uses Redis to count requests, register the interceptor in Spring Boot, and apply the annotation to controller methods to enforce per‑endpoint rate limiting.
This article explains how to achieve database read‑write separation in high‑concurrency Java applications by configuring master‑slave data sources, implementing a routing data source, managing context with ThreadLocal, defining a custom @DataSourceSwitcher annotation, and applying AOP to dynamically switch between read and write databases.
This article explains how to achieve read‑write separation in high‑concurrency Java applications by configuring master‑slave data sources, routing with AbstractRoutingDataSource, managing context via ThreadLocal, defining a custom @DataSourceSwitcher annotation, and applying AOP to switch databases at runtime.
The article presents Netflix’s open‑source Domain Graph Service (DGS) framework, detailing its purpose, core features, schema‑first development approach, practical usage examples, integration with the GraphQL ecosystem, support for federation, modular architecture, distributed tracing, and how developers can get started with the project.
This article walks through the step‑by‑step investigation of an unexpected ~100 ms latency in a Spring Boot channel service, using network checks, curl timing, Arthas trace and watch commands to pinpoint a Tomcat‑embed bug caused by Swagger‑UI JAR loading, and then shows how upgrading Tomcat resolves the issue.
After upgrading an internal framework, a company’s UAT environment saw throughput drop from 53.9/s to 6.4/s due to abnormal Feign latency, prompting a deep dive with Arthas profiling, code tracing, and class‑loader analysis that uncovered costly JodaModule loading and class‑loader overhead, leading to targeted fixes that restored and even improved performance.
This article compares several Java microservice frameworks—including Spring Cloud, Vert.x, SparkJava, Micronaut, Javalin, and Quarkus—by describing their features, required infrastructure, and performance results from 30‑second stress tests, while also noting resource consumption and startup times.
This guide explains how to achieve transactional consistency across multiple databases in a Spring Boot application by integrating JTA with Atomikos, covering configuration, code implementation, testing, and verification of distributed transactions using multi‑data‑source setups.
During a high‑traffic promotion a service ran out of disk space because massive log files weren't cleaned, the investigation revealed a lingering SLS process holding deleted files, and the article walks through the root‑cause analysis, the kill‑process fix, and a Spring‑Boot starter that dynamically degrades log levels to prevent recurrence.
This article demonstrates how to reproduce the session loss problem in a load‑balanced Spring Boot application, explains its cause, and provides a step‑by‑step solution using Redis for shared session storage, including code, Nginx configuration, and deployment instructions.
This article explains why using the forceful kill -9 command to stop Linux processes can cause data loss and inconsistent states, especially in distributed systems, and demonstrates several graceful shutdown methods for Spring Boot—including SIGTERM, ConfigurableApplicationContext.close(), Actuator shutdown endpoints, custom Tomcat connector handling, and @PreDestroy data‑backup hooks—complete with code examples and execution logs.
Flash‑Waimai is an open‑source, full‑stack food delivery application featuring a mobile client, admin portal, and API, built with Spring Boot for the backend, Vue.js for the frontend, MySQL and MongoDB for data storage, and includes detailed setup instructions, code snippets, and deployment guides.
This article presents a comprehensive Spring Boot project template for backend development, detailing README guidelines, one‑click local build scripts, business‑oriented package structure, automated test classifications, logging, exception handling, distributed locks, code style, static analysis, health checks, API documentation, database migration, multi‑environment setup, CORS configuration, and recommended third‑party libraries.
This tutorial explains the concept of Single Sign‑On, demonstrates a simple ticket‑based analogy, introduces JWT structure and RSA signing, and walks through a complete Spring Boot implementation—including project layout, Maven dependencies, configuration files, utility classes, custom authentication and verification filters, security configuration, and Postman testing—so readers can build a secure SSO service from scratch.
This article explains the purpose of the mvnw and mvnw.cmd wrapper scripts generated by Spring Initializr, detailing how they check for Maven, Java, and version compatibility, and how to run them to build a Spring Boot project on Windows and Linux.
This tutorial introduces RSocket—a reactive, binary, multiplexed protocol—and demonstrates how to install the RSC client, create a Spring Boot RSocket server, and implement all four interaction models (request‑response, fire‑forget, stream, and channel) with complete code examples.
This article explains how to achieve database read‑write separation in high‑concurrency scenarios using Spring Boot, Druid connection pool, and MySQL, covering master‑slave data source configuration, routing via AbstractRoutingDataSource, context holder management, custom annotations, AOP switching, and usage examples with code snippets.
This article explains how to protect API endpoints that interact with front‑end applications by using token‑based authentication, timestamp checks, and MD5 signatures, detailing the implementation of open and secured controllers, login logic, signature verification, replay‑attack mitigation, and a Spring interceptor.
The article explains how HikariCP outperforms other JDBC pools by using bytecode‑generated proxies, a custom FastList, and a thread‑local ConcurrentBag, delivering superior speed, low resource use, and easy migration, making it the default high‑performance connection pool for Spring Boot 2.0.
This guide shows how to use Spring Boot’s configuration metadata processor to automatically generate metadata for custom properties, eliminating IDE warnings and enabling intelligent code completion in your backend applications while keeping your project clean and maintainable.
The author shares a personal journey of discovering why and how to read source code, covering motivations, effective learning methods such as official docs, books, blogs, design‑pattern awareness, and IDE breakpoint debugging, illustrated with a detailed Spring Boot‑Quartz integration example.
This article explains how to integrate WebSocket into a Spring Boot application, covering the protocol basics, Maven dependencies, configuration classes, server endpoint implementation, controller and front‑end code, and troubleshooting tips for full‑duplex real‑time communication.
Spring Boot 2.4.2 and 2.3.8.RELEASE are now available via Maven, introducing a new PropertySource API, numerous bug fixes ranging from HikariDataSourceMetrics issues to Kubernetes volume support, and extensive configuration changes, with full details in the official GitHub release logs.
This article explains how to quickly integrate the Retrofit HTTP client into a Spring Boot project with the retrofit‑spring‑boot‑starter, covering dependency setup, configuration annotations, interface definition, custom annotation‑based interceptors, connection‑pool management, logging, exception formatting, call adapters, converters, and global interceptors, all illustrated with complete code examples.
This guide explains why Spring Boot's automatic parameter binding can fail, compares deprecated WebMvcConfigurerAdapter, WebMvcConfigurationSupport, and @EnableWebMvc approaches, and shows how to safely customize MVC settings using the WebMvcConfigurer interface.
This article explains the Same Origin Policy, introduces the CORS standard, details simple and preflight request handling, lists essential response headers, and provides three practical Spring Boot solutions—including global configuration, a servlet filter, and the @CrossOrigin annotation—to resolve cross‑origin issues.
This guide demonstrates step‑by‑step how to transform a Spring Boot application that uses JPA for CRUD operations into a Quarkus‑based microservice, covering Maven dependencies, configuration changes, main class adaptation, and optional extensions such as actuator health checks and Flyway migrations.
This tutorial walks you through using Flyway in a Spring Boot application to manage MySQL schema versions, from initial table creation and CRUD implementation to incremental migrations like adding new columns, complete with Maven dependencies, SQL scripts, Java code, and automated tests.
This guide shows backend developers how to write unit tests for file‑upload endpoints in Spring Boot using MockMvc, including a complete example with MockMultipartFile and emphasizing test‑driven design for better code quality.
This tutorial shows how to modify a Spring Boot file‑upload page and controller to handle multiple files, detailing HTML form changes, backend code using MultipartFile arrays, and verification steps with screenshots for testing.
This article explains the Same-Origin Policy, its security purpose and restrictions, introduces CORS as a solution for cross‑origin AJAX requests, and provides three practical ways—annotation, filter, and WebMvcConfigurerAdapter—to enable CORS in a Spring Boot application.
This tutorial explains how to add file‑upload functionality to a Spring Boot application, covering project setup, template engine configuration, HTML upload page creation, controller implementation, property settings, testing steps, and where to find the full source code.
This guide walks through setting up a MySQL database, configuring a Spring Boot project with MyBatis‑Plus, defining entities and mappers, and demonstrates CRUD operations, pagination, logical and physical deletes, optimistic locking, performance monitoring, and code generation, providing complete code snippets and configuration details.
This tutorial walks through creating a WeChat mini‑program, setting up a Spring Boot backend with Maven dependencies, configuring SSL, writing REST controllers, invoking the APIs from the mini‑program using wx.request, and deploying the service on a Linux server.
This article outlines the golden rules for constructing Spring Boot microservices, covering monitoring with Spring Boot Admin and Grafana, exposing metrics via Actuator, centralized logging with ELK, clear API documentation using Swagger, YApi or smart‑doc, transparent build info, and keeping dependencies up‑to‑date.
This article explains how to protect time‑consuming business operations using a Redis‑based distributed lock in a Spring Boot application, covering annotation design, AOP pointcuts, lock acquisition and release, timeout handling, automatic renewal via a ScheduledExecutorService, and practical testing results.
This article explains common message‑middleware use cases such as asynchronous processing, system decoupling, and traffic‑shaping, compares the performance of popular brokers, and provides a step‑by‑step guide with code examples for integrating RabbitMQ into a Spring Boot application.
This guide explains how to use GitLab CI to automatically build, push, and run Docker images for a Spring Boot application, covering Dockerfile creation, Java version considerations, environment variable management, and deployment steps across development, testing, and production environments.
This guide explains how Flyway automates database schema migrations using version‑controlled SQL scripts, covering its core concepts, naming conventions, command‑line usage, Maven integration, and seamless Spring Boot configuration to keep databases in sync with application releases.
This article introduces an OA office automation system built with Spring Boot, MySQL, Freemarker, and Bootstrap, outlines its project structure, front‑end and back‑end components, provides step‑by‑step deployment instructions, and shares screenshots and the repository link for developers.
This guide outlines essential Spring Boot best practices for microservices, covering monitoring with Admin and Grafana, Actuator metrics, centralized logging via ELK, clear API docs using Swagger, YApi or smart-doc, build-info transparency, and keeping dependencies up-to-date.
This article explains the Same Origin Policy, introduces CORS as its solution, details the required response headers, and provides three practical ways—global configuration, servlet filter, and @CrossOrigin annotation—to enable cross‑origin requests in Spring Boot applications.
The article introduces mica-auto, a Spring Cloud component that uses annotation processing to automatically generate starter configurations, SPI entries, and Feign client setups, and provides usage examples for Maven and Gradle along with recent updates.
This article explains how to implement database read‑write separation in a Spring Boot application using Druid connection pools, custom DataSource routing, a ThreadLocal context holder, and AOP‑based annotations, providing step‑by‑step configuration and usage examples with full Java code.
Payment Spring Boot is a lightweight Java library that implements WeChat Pay V3 for Spring Boot applications, offering easy configuration, multi‑merchant support, Alipay integration, and features such as basic payments, combined orders, vouchers, PayScore, and pre‑enjoy cards, with Maven coordinates and a changelog provided.
The article explains how Spring Cloud's traditional microservice solutions conflict with Kubernetes' native mechanisms, outlines the official Spring Cloud‑Kubernetes integration project, and provides practical guidance on service discovery, configuration, and load balancing to help Java developers adopt a cloud‑native architecture.
This article walks through the inner workings of Spring Boot’s auto‑configuration mechanism, starting from a simple Hello World project, dissecting key annotations like @SpringBootApplication and @EnableAutoConfiguration, and tracing the source code of selectors, import groups, and the SpringApplication run process to reveal how beans are discovered, loaded, and registered at startup.
This article explains why Spring Boot 2.x combined with MyBatis‑Plus 3.4.1 emits duplicate mapper bean warnings, analyzes the root cause in the MyBatis‑Spring integration, and provides a step‑by‑step fix by aligning dependency versions, especially upgrading the pagehelper‑spring‑boot‑starter to 1.3.0.
Spring Cloud 2020.0 GA launched on December 22, 2020, aligning with Spring Boot 2.4.1 and introducing numerous module updates, configuration changes, and dependency version upgrades, while deprecating outdated components and offering guidance for a smooth migration.
Spring Cloud 2020.0.0 (Ilford) has been released, built on Spring Boot 2.4, removing many deprecated Netflix modules, disabling Bootstrap by default, introducing GA LoadBalancer, and updating numerous component versions, with a BOM snippet provided for Maven integration.
This tutorial explains how to configure a WeChat public account, set up a Spring Boot backend with the wechat-spring-boot-starter, implement GET and POST endpoints for message verification and handling, and integrate an image‑moderation service to automatically reply to picture messages.
This article explains how to install GraalVM and its native‑image component, configure a Spring Boot 2.4 project for native compilation, and compare startup time and memory usage between traditional JVM and GraalVM‑compiled executables, demonstrating significant performance gains.
This tutorial walks through configuring a WeChat public account, setting up a Spring Boot backend with the wechat‑spring‑boot‑starter, implementing verification and message‑receiving endpoints, handling image messages, and adding content‑moderation logic to create a functional subscription‑account robot.
This guide introduces retrofit-spring-boot-starter, a lightweight HTTP client for Spring Boot that simplifies request management, offers rich features such as custom OkHttp injection, annotation‑based interceptors, logging, retry, circuit‑breaker, and detailed configuration, with full code examples and usage patterns.
This article explains how Spring Boot 2.4 changes multi‑environment configuration by replacing the old spring.profiles.include grouping with the new spring.profiles.group mechanism, showing before‑and‑after YAML examples, activation logs, and practical steps to migrate existing projects.
This article introduces Alibaba Sentinel, explains its key features for traffic control and circuit breaking, and provides a step‑by‑step guide to set up the Sentinel dashboard, integrate the client into a Spring Boot project, configure rules, and verify flow‑control in action.
This guide walks through installing GraalVM, adding the native‑image tool, creating a Spring Boot 2.4 project, configuring it for GraalVM, building a native executable, and comparing startup time and memory usage, showing how GraalVM can reduce startup from over a second to 0.2 seconds and memory from 480 MB to 25 MB.
This article explains how Spring Boot 2.4 changes the way multi‑environment configurations are defined and activated, replacing the old spring.profiles property with spring.config.activate.on-profile and showing how to specify and launch profiles both in YAML files and via command‑line arguments.
This article explains the concept of idempotency, why it is needed for reliable API design, compares HTTP method idempotence, and presents four practical backend solutions—including unique primary keys, optimistic locking, anti‑repeat tokens, and downstream sequence numbers—accompanied by Spring Boot and Redis code examples.
lock4j-spring-boot-starter is a Spring Boot distributed lock library that provides simple yet powerful locking capabilities with support for Redisson, RedisTemplate, and Zookeeper, and the 2.1.0 release adds global configuration, executor enhancements, default priority ordering, and both declarative and programmatic usage options.
This guide walks you through installing Alibaba Sentinel’s dashboard, configuring a Spring Boot client, defining flow rules, and verifying that request throttling works, providing all necessary commands, Maven snippets, YAML settings, and UI screenshots for a complete end‑to‑end rate‑limiting solution.
This article demonstrates five practical ways to set the Spring Boot active profile to "dev"—using program arguments, the IDE's Active Profiles field, environment variables, Maven configuration, and Maven with tests skipped—each illustrated with step‑by‑step screenshots.
This article explains how to use JSR‑380 Bean Validation 2.0 and Hibernate Validator in Spring Boot applications, covering built‑in constraints, custom annotations, group validation, method and container element validation, fast‑fail mode, and integration with @Valid and @Validated for clean, reusable data checks.
Spring Boot 2.4.1, the final release of the year, focuses on fixing numerous configuration‑related bugs across the 2.4.x line, providing developers with a more stable upgrade path and addressing issues from property binding to Actuator endpoints.
This article details the step‑by‑step investigation of an unexpected ~100 ms response delay in a Spring Boot‑based channel system, showing how network checks, curl measurements, and deep tracing with the Arthas Java diagnostic tool pinpointed a Tomcat‑embed bug caused by Swagger‑UI resources and how upgrading Tomcat resolved the problem.
Spring Boot’s final 2020 release introduces version 2.4.1 along with 2.3.7 and 2.2.12, delivering 59 bug fixes—including configuration file handling, actuator endpoint issues, and logging system NPEs—and a comprehensive set of dependency upgrades across libraries such as Caffeine, Hibernate, Kotlin, and Tomcat, with detailed release notes linked.
This guide explains how to package a Spring Boot project into a Docker image using Jib, install the Spring Boot Operator on a Kubernetes cluster, and manage applications through custom resources, including deployment, scaling, graceful shutdown, node affinity, and custom operator configuration.
This article introduces Apache ShardingSphere's architecture—including ShardingSphere‑JDBC, ShardingSphere‑Proxy, and the upcoming Sidecar—explains data sharding principles, read/write splitting, and provides a complete Spring Boot example with Maven dependencies, Java source code, and configuration files for horizontal database partitioning.
This article explains how to integrate Apache Kafka with Spring Boot, covering error recovery with SeekToCurrentErrorHandler, deserialization handling, domain‑object conversion, multiple listener routing, and transaction support, while providing complete code examples for each feature.
The article argues that Spring MVC remains a mainstream Java web framework but explores how the rise of reactive programming and Spring WebFlux reshapes its relevance, highlighting the shift toward front‑back separation, @RestController usage, and the broader Reactive Revolution in web development.
This tutorial explains how to create a Spring Boot project that implements QQ email‑based user registration and login, covering POP3/SMTP setup, Maven dependencies, MySQL schema, core Java classes, configuration files, and step‑by‑step Postman testing procedures.
This article walks through the complete process of integrating WeChat Pay V3 coupon and voucher features into a Spring Boot application, covering account setup, API workflow, model design, a reusable Spring Boot starter, configuration details, and sample code for creating and querying coupon batches.
Spring Boot 2.4.0 introduces a brand‑new configuration file handling system, updates core dependencies, deprecates legacy APIs, and changes default servlet registration, while still supporting Java 8‑15 and offering migration paths for older versions, making it essential reading for Java backend developers.
