This article explains Java's built‑in Service Provider Interface (SPI) mechanism, demonstrates how to implement and test SPI with sample code, analyzes its internal workings and limitations, and then shows how Spring extends SPI using spring.factories with comparable examples and source‑code insights.
The Chinese Patent Office announced that Industrial and Commercial Bank of China obtained patent CN112905176B for a SpringBoot-based web system backend implementation method and device, which details a process of receiving operation data, extracting business and object IDs, retrieving configuration, forming conditional expressions, and processing data to reduce development changes and improve system stability.
This article explains PHP's ceil() function, detailing its syntax, behavior for floating‑point and integer values, and provides three practical code examples demonstrating how to effectively round numbers upward in a variety of scenarios.
This tutorial explains why the legacy PHP function session_register() was deprecated and guides developers through modern, secure session management techniques such as using the $_SESSION superglobal, regenerating session IDs, enforcing expiration, setting secure cookie flags, CSRF tokens, and encrypting session data.
This article provides a comprehensive analysis of how Spring Boot integrates Log4j2 (and Logback), detailing the internal logging architecture, configuration options, initialization flow, logger groups, and how to perform hot updates of logger levels via the LoggersEndpoint or custom APIs.
This article explains why the author created the EasyQuery ORM for Java, demonstrates a wide range of query patterns—including single‑record, pagination, joins, subqueries, streaming, custom VO mapping, dynamic conditions, grouping, native SQL, function columns, and high‑performance encryption—while providing complete code snippets and links to documentation and source repositories.
This article explains the concept of dependency injection, its benefits such as decoupling, easier maintenance, testing and reusability, and demonstrates both manual and automatic implementations in Node.js, including usage of third‑party libraries like InversifyJS.
This article explains PHP's built‑in floatval() function, showing its syntax, how it converts various variable types—including integers, strings, booleans, and arrays—to floating‑point numbers, provides multiple code examples, and notes edge cases where conversion fails, offering a concise guide for developers.
This article explains the PHP str_replace function, its syntax, and demonstrates how to replace or delete characters in strings through three practical code examples covering simple replacement, multiple replacements, and character removal.
This article explains how the PHP mysqli_query function can be used to run SELECT, INSERT, UPDATE, and DELETE statements against a MySQL database, provides a complete example with connection handling, error checking, result processing, and highlights related fetching functions.
The article compares traditional Python web frameworks with modern asynchronous alternatives, presents benchmark results showing Sanic’s superior speed, discusses the importance of avoiding blocking I/O, and highlights Sanic’s ecosystem, production readiness, documentation, and community support for developers seeking high‑performance backend solutions.
This article explains the TCC (Try‑Confirm‑Cancel) distributed transaction model, its three phases, three practical variants, and provides a complete Seata‑based Java implementation with code samples, exception handling strategies, and deployment tips for backend services.
This tutorial explains PHP's is_float() function, demonstrates its boolean return behavior with simple and complex code examples, and discusses type‑checking nuances such as strict float detection and automatic conversion of integers and strings.
This guide explains why PHP is a strong choice for building e‑commerce sites, outlines popular PHP frameworks, details essential platform features, and offers best‑practice recommendations for performance, security, scalability, and testing in modern web development.
This article explains how to implement runtime switching of multiple service providers, such as SMS vendors, in a Spring-based backend using the spring‑smart‑di library, @EnvironmentProxySPI, and @AutowiredProxySPI annotations, with configuration stored in Nacos, databases, or environment variables.
This article introduces RabbitMQ, explains its core features and messaging model, discusses why to use it for asynchronous, decoupled, and throttled processing, and provides step‑by‑step installation instructions for macOS, Windows, and CentOS along with Java code examples for configuring and using delayed messages via the rabbitmq_delayed_message_exchange plugin.
This guide explains the impact of trailing slashes in Nginx location and proxy_pass directives, shows common configuration patterns, and provides concrete examples to ensure URLs are forwarded correctly without duplicate slashes or missing path segments.
This article examines the limitations of using JPA for complex queries in SpringBoot projects and demonstrates how MyBatis‑Flex can simplify conditional queries, partial field selection, Kotlin integration, and code generation through clear code examples and practical guidance.
Idempotency ensures that repeated API calls produce the same result without side effects, and this guide explains its principles, common scenarios like payments and messaging, root causes of idempotency failures, and multiple implementation strategies—including unique constraints, optimistic and pessimistic locks, distributed locks, token mechanisms, state machines, and deduplication tables—with practical code examples.
This article explains how Tencent Docs tackled the high runtime, deployment, and image‑distribution costs of a large microservice fleet by building a flexible architecture that can merge selected services into a few monolith binaries for private deployments, while retaining microservices for public scenarios, and shares the tooling, configuration, challenges, and performance gains achieved.
This article details how a microservice‑based backend team designed and implemented a code‑analysis platform that creates a knowledge base, enables precise test selection and application slimming, and ultimately accelerates demand iteration while reducing dead code and unnecessary test runs.
This article explains how Spring Boot integrates Log4j2, details the internal logging initialization process, describes logger and LoggerConfig relationships, and demonstrates how to hot‑update logger levels using LoggersEndpoint or custom endpoints without restarting the application.
KLimiter is an adaptive rate‑limiter that continuously monitors downstream resource water‑levels, computes impact coefficients from historical traffic, and dynamically throttles multiple upstream entries according to their priorities, using gradual reductions, slow‑start and fallback strategies to maintain stability and efficiency beyond static threshold methods.
This article explains PHP's setcookie function, detailing its syntax, parameter meanings, and providing several practical code examples for creating cookies with different lifetimes, paths, domains, and security flags, while also noting how to retrieve cookies using the $_COOKIE superglobal.
This article explains how to securely hash passwords in PHP using the password_hash function, demonstrates code examples, describes verification with password_verify, and highlights automatic salting and best practices for protecting user credentials.
This guide introduces the python-user-agents library, showing how to install it, import and use its parse function to extract browser, operating system, device, and bot information from User-Agent strings, and demonstrates advanced custom data handling and real‑world application scenarios.
This guide introduces Swow—a lightweight C core and PHP‑based library for high‑performance network programming—covers its key features, step‑by‑step installation, coroutine concepts, channel communication, and provides practical HTTP and TCP server code samples for PHP developers.
This article explains the fundamental differences between long-lived and short-lived network connections, covering their operation processes, resource consumption, typical use cases, and impact on stability and fault tolerance, helping developers choose the right approach for their applications.
This article provides a comprehensive overview of microservice architecture, explaining its definition, advantages, disadvantages, when to adopt it, and detailing essential design patterns such as Database per Microservice, Event Sourcing, CQRS, Saga, BFF, API Gateway, Strangler, Circuit Breaker, externalized configuration, and consumer‑driven contract testing.
This article explains the theoretical and practical limits of Java String length, covering compile‑time restrictions, UTF‑8 encoding effects, constant‑pool constraints, runtime constructor limits, memory consumption, and JDK 9 optimizations, with illustrative code examples.
This article explains how to design and implement a fixed-size FIFO export queue in a Java backend using Spring components and EasyExcel, covering business requirements, class definitions, code examples, testing results, and considerations for further enhancements such as Redis queues and high‑concurrency scenarios.
This article explains PHP’s is_numeric() function, demonstrates how it determines whether variables or form inputs are numeric through detailed examples, and highlights special cases developers should watch for when validating numeric data.
This tutorial explains how to generate and display heatmaps using the Baidu Maps API in PHP, covering preparation, API integration, data preparation, heatmap generation, and front‑end rendering with JavaScript, providing complete code examples for each step.
This article explains multiple ways to apply a common URL prefix to all Spring Boot controllers, covering servlet‑context configuration, property settings, annotation‑based approaches, server‑side forwarding, and Nginx reverse‑proxy techniques, with code samples and discussion of their advantages and drawbacks.
This guide demonstrates how to build a Python‑based automated testing framework that reads test cases from a MySQL database, sends HTTP requests, manages case dependencies and parameterization, and records responses, providing a modular structure with database, executor, and main components.
This article explains how to implement Google OAuth 2.0 authentication in Rust using service account credentials, covering JWT generation, token management, scope and subject configuration, and demonstrates a simple translation service built on the Google Cloud Translation API.
This article explains the purpose and usage of Spring's @ConfigurationProperties and @PropertySources annotations, demonstrates how to bind configuration files to Java beans, shows step‑by‑step examples for both annotations, and compares their roles in managing application properties.
This article provides a step‑by‑step tutorial on understanding, simplifying, annotating, and optimizing Nginx configuration files, covering global, events, and http blocks, practical deployment tips, reverse‑proxy setup, gzip compression, maintenance pages, multi‑site hosting, static‑dynamic separation, and essential command‑line operations for Linux servers.
This article explains how to build real-time monitoring applications using PHP and the WebSocket protocol, covering the fundamentals of WebSocket, setting up a Ratchet server, creating client-side JavaScript connections, and providing complete code examples such as a stock price monitor.
This tutorial explains how to implement user registration and data storage in web applications using PHP functions, covering input validation, password hashing, MySQL connection, SQL insertion, and providing complete code examples for both registering users and storing generic data.
This article explains how to connect to a MySQL database in PHP, execute a SELECT query, and use the mysqli_fetch_assoc function to fetch rows as associative arrays, including sample code and notes on handling multiple rows and error checking.
This tutorial explains what Swow is, walks through installing Workerman 5.0 and the Swow extension via Composer, shows how to run the Swow builder, configure Webman to use Swow's event loop, and demonstrates basic coroutine usage and debugging in PHP.
A developer recounts how a newly written SpringBoot unit test unintentionally deleted all data in the test database, explores the root causes—including H2 configuration, automatic SQL script execution, and permission issues—and shares concrete steps to prevent similar disasters.
This article explains PHP's array_values() function, demonstrating how it returns a new array with reindexed numeric keys for both indexed and associative arrays, and highlights that the returned array is a copy, not a reference, with practical code examples.
This tutorial explains how to install the Imagick extension in PHP and use its setImageAttribute() and setImageProperty() methods to modify an image's saturation, providing clear code examples and a summary of the process.
This tutorial explains how PHP's built‑in functions array_map() and array_filter() provide a declarative, readable, and often more performant alternative to traditional foreach loops for transforming and filtering arrays, with step‑by‑step examples ranging from basic usage to advanced combinations.
This article explains how the PHP curl_multi_getcontent() function retrieves the response content of each handle in a multi‑cURL session, demonstrates its usage with a complete example, and highlights important considerations for concurrent API requests.
This article explains how to achieve idempotent order creation and updates by using unique order IDs, database primary key constraints, Redis flags, and version columns to prevent duplicate submissions and resolve the ABA problem, ensuring consistent data across distributed services.
This article explains how PHP's built‑in floatval() function converts various variable types—including integers, strings, booleans, and arrays—into floating‑point numbers, provides syntax details, multiple code examples, and notes on conversion edge cases.
This article explains the purpose and syntax of the PHP curl_close() function, demonstrates how to use it with curl_init() and curl_setopt() in a complete example, and highlights the resource, performance, and memory benefits of closing cURL sessions promptly.
This article recounts the evolution of Ctrip's vacation product log platform—from a single‑table DB solution to a platformized ES + HBase architecture—detailing the challenges of massive data volume, the design of RowKey, write and query flows, and the subsequent business and supplier empowerment.
This article explains the PHP array_multisort() function, its syntax and parameters, and demonstrates how to sort several related arrays—such as names, ages, and scores—by a primary key using a concrete code example and the resulting output.
This tutorial explains PHP's in_array() function, covering its syntax, parameters, and three practical examples—including basic existence checks, strict type comparisons, and retrieving keys from associative arrays—to help developers efficiently search arrays in backend development.
This guide outlines the step‑by‑step process for adding a logistics tracking feature to a PHP‑based online store, covering data collection, API integration, data parsing, storage, display, and regular updates to improve user trust and satisfaction.
This article explains why a plain Dockerfile for a Spring Boot fat JAR is inefficient, introduces Spring Boot's layered JAR format, and provides a multi‑stage Dockerfile that leverages layer caching to speed up builds and reduce runtime overhead.
This article provides a step‑by‑step walkthrough of Nginx configuration, explaining the original nginx.conf file, simplifying it, describing the global, events, and http blocks, and covering practical deployment, reverse‑proxy setup, gzip compression, maintenance pages, multi‑site hosting, static‑dynamic separation, and essential command‑line operations.
This article provides a comprehensive overview of Nginx's high‑performance architecture, including its core, basic, and third‑party modules, master‑worker process model, asynchronous non‑blocking I/O mechanisms, FastCGI and PHP‑FPM integration, and practical configuration and tuning tips for optimal server operation.
The JD App backend hotkey framework instantly detects bursty hot data, users, and interfaces, pushes the hot keys to all JVMs in the cluster, and dramatically reduces database load while supporting fine‑grained rate limiting and caching across distributed services.
This article describes the development trajectory of Ctrip's travel product log system, detailing its three major phases—from a single‑table DB approach to a platform‑based solution and finally an empowered version—while discussing technical challenges, design decisions, and the implementation of HBase, Elasticsearch, and related components to handle billions of log entries efficiently.
This article explains Nginx's location matching order, clarifying the difference between literal (prefix) and regular‑expression locations, how exact, ^~, and = prefixes affect the search, and provides step‑by‑step examples with curl tests to illustrate the resulting behavior.
This article examines the challenges of fully automated API creation, outlines a classic API lifecycle, and details a practical experiment that uses more than ten specialized AI agents in the Shire language to assist design, coding, testing, and documentation while highlighting the need for human oversight.
This article explains how to use Spring's TransactionSynchronizationManager to detect active transactions, register synchronization callbacks, and asynchronously send Kafka messages only after transaction commit, illustrated with a payment‑system example, code snippets, and practical deployment considerations.
The article describes how a senior architect restructured a company's activity middle‑platform task system by standardizing message formats, introducing a rule engine (QLExpress) for configurable task completion conditions, and automating integration, while also interspersing promotional content for AI tools and community services.
This article examines common backend anti‑patterns such as inefficient MySQL for‑loops, heavy multi‑query methods, full‑table scans, improper thread‑pool creation, and long‑running transactions, and provides practical optimization recommendations including query consolidation, caching, indexing, and proper resource management.
This article presents a comprehensive checklist of 18 practical API design rules—including signature, encryption, IP whitelisting, rate limiting, validation, unified responses, exception handling, logging, idempotency, pagination, stress testing, async processing, data masking, documentation, request methods, headers, batch operations, and single‑responsibility principles—to help developers build secure, maintainable, and high‑performance services.
This article explains the PHP is_string() function, its simple syntax, and demonstrates through clear code examples how to check variables like $name, $age, and $city for string type, while highlighting best practices for input validation and security.
This article explains how Java 8 functional interfaces such as Supplier, Consumer, Runnable, and custom interfaces can replace repetitive if‑else statements, streamline exception handling, and improve code readability in backend development.
This article details XiaoBai's journey from struggling with ad‑hoc incident handling to designing a comprehensive platform that captures anomaly data, diagnoses root causes, and enables every team member to respond quickly and consistently, ultimately achieving a "everyone can respond" operation model.
This article traces the evolution of HTTP from its 1991 origins through HTTP/2 and HTTP/3, explains how QUIC leverages UDP to reduce latency, and details QUIC's connection establishment, migration, head‑of‑line blocking mitigation, congestion control, and flow‑control mechanisms.
This article explains how a legacy task system was redesigned by standardizing incoming messages, introducing a rule engine (QLExpress) for configurable completion conditions, and building a lightweight admin UI, reducing task‑integration time from a week to a few minutes.
This article explains why Spring Cloud Gateway can return duplicate Access-Control-Allow-Origin and Vary headers, analyzes the request processing flow, and provides two solutions—using the built‑in DedupeResponseHeader filter with retention strategies or implementing a custom CorsResponseHeaderFilter—to eliminate the CORS error caused by multiple header values.
This article explains the PHP str_replace() function, covering its syntax, parameter details, return value, and provides three practical code examples—including single, multiple, and case‑insensitive replacements—to help developers master string manipulation in backend development.
This article explains the PHP array_merge() function, shows its syntax, and provides three practical examples—including merging two indexed arrays, merging several arrays, and merging associative arrays—while illustrating the resulting output and key‑overriding behavior.
This article explains the limitations of traditional Cookie+Session authentication, explores distributed session sharing techniques such as replication, sticky sessions, and centralized storage, and demonstrates why using ThreadLocal can simplify user state management in a web application like the Echo project.
This article walks through five practical Spring Boot 3.2.5 enhancements—including collection‑parameter validation, wildcard @PropertySource loading, improved method injection, custom thread‑pool scheduling, and robust Number‑type request handling—showing code examples, console output, and migration tips from older versions.
This technical article describes how a senior architect designed, configured, and migrated loan and repayment application tables to a sharded MySQL setup using ShardingSphere, Spring Boot, and MyBatis‑Plus, covering schema design, historical data sync, dual‑write switches, code integration, and common pitfalls.
This article explains how to build a dynamic IP blacklist that blocks malicious crawlers or users by using Nginx with a Lua access script and Redis for storage, covering requirements, environment setup, design choices, configuration steps, Lua code, and advanced extensions.
In this detailed live interview transcript, a senior engineer questions a recent graduate on topics ranging from Redis data structures and system design to Java concurrency, evaluates the candidate's answers, and provides career advice and hiring recommendations.
This article demonstrates how to automatically embed userId and orderId into Java log statements by defining log placeholders, storing these values in ThreadLocal and MDC, and using a custom @UserLog annotation together with Spring AOP to inject the context without manual code changes.
This article explains the distinction between Java system properties and operating‑system environment variables, shows how to read and set them in Java, and demonstrates advanced techniques using reflection to modify environment variables at runtime for the current process.
This article explains the concept of technical debt, its various classifications, the distinct impacts on front‑end and back‑end development, the multi‑dimensional cost consequences, and practical governance methods—including identification, prioritisation, repayment planning and preventive measures—to help teams manage and reduce debt effectively.
This article demonstrates how to leverage Spring's TransactionSynchronizationManager to detect active transactions and register synchronization callbacks that asynchronously publish payment ledger messages to Kafka after transaction commit, while providing a starter-style library for easy integration.
This article explains how to securely hash passwords in PHP using the password_hash function, demonstrates code examples for hashing and verifying passwords, discusses automatic salting, and highlights best practices for protecting user credentials.
This guide outlines the comprehensive technology stack a full‑stack developer needs, covering front‑end frameworks, back‑end languages and frameworks, databases, mobile development, cloud platforms, UI/UX tools, and DevOps practices for building modern applications.
The article presents MyPerf4J, a Java‑agent based, low‑overhead performance monitoring library that provides real‑time metrics such as method latency, QPS, memory usage, GC statistics, and class loading, along with quick‑start instructions, configuration details, and open‑source links for Java backend services.
This article explains how Java developers can leverage Apache Commons Pool's GenericObjectPool to implement custom process pooling, covering the required factory interface, configuration options, and practical code examples for creating, borrowing, and returning pooled process objects to improve performance.
The article explains the distinction between Service Provider Interfaces (SPI) and Application Programming Interfaces (API), discusses three possible package placements for interfaces, outlines rules and advantages of each, and provides guidance on choosing between SPI and API based on extensibility, interaction, and stability.
This article explains how to enable cross‑server WebSocket communication in a distributed Spring application by using a message queue such as Redis or Kafka, detailing two architectural approaches, concrete code examples, configuration files, and a sample client page.
This article explains why Spring Cloud prefers HTTP over RPC for remote calls, covering the embedded Tomcat architecture, JSON data exchange, the fundamentals of RPC over TCP, and compares their advantages, disadvantages, and suitability for microservice development.
This article explains the PHP file_exists() function, its syntax, parameters, return values, provides example code for checking both files and directories, and lists important usage notes and best practices for reliable file handling.
This article explains how to connect to a MySQL database with mysqli_connect, execute queries using mysqli_query, and fetch each row as an associative array with mysqli_fetch_assoc, providing a complete PHP code example and best‑practice tips.
This article explains how to use PHP's filemtime function to obtain a file's last modification timestamp, demonstrates formatting the timestamp with date, and provides code examples for handling both single and multiple files.
Spring offers multiple HTTP clients—RestTemplate, WebClient, and the newer RestClient—each with distinct features, performance characteristics, and suitability for different scenarios, and this guide compares their core capabilities, advantages, drawbacks, and best-use cases to help developers select the optimal client for their projects.
This article explains why the default Spring Boot show_sql setting only prints SQL to the console, demonstrates its limitations, and provides a reliable approach using Hibernate logging and a datasource‑proxy to capture full SQL statements, parameters, and batch execution details in log files.
To prevent audit pipelines from choking during traffic surges, the article proposes augmenting the classic Chain of Responsibility with a sliding‑window anomaly detector, a statistically‑driven dynamic detector, a rule‑based backflow mechanism, and AI‑powered traffic forecasting, enabling adaptive routing and proactive scaling.
This article explains how to improve the speed and stability of bulk email delivery in modern web applications by using PHP asynchronous coroutines with Swoole, providing a detailed code example that leverages PHPMailer, channels, and coroutine management.
This article details the evolution of Ctrip's vacation product log system—from a simple single‑table DB in 2019, through a platformized ES + HBase architecture with custom RowKey design, to a V3.0 version that adds business and supplier empowerment, scalable storage, advanced search, and flexible data presentation for billions of daily change records.
This tutorial walks through creating a remote procedure call (RPC) system with RabbitMQ in Java, covering client and server design, callback queues, correlation IDs, code examples, deployment steps, scalability benefits, and common pitfalls to avoid.
This article explains the PHP array_merge() function, covering its purpose, syntax, parameters, return values, a complete code example with output, and practical tips for merging arrays in backend development.
This article explains PHP's is_bool() function, its syntax, parameters, return values, and provides a detailed code example demonstrating how to check whether variables are of boolean type, along with analysis of the output and practical usage tips.
