The article surveys 276 real-world Hermes Agent use cases across 16 categories—from code writing and business automation to personal assistants and research infrastructure—showing how AI is evolving from chatbots into persistent autonomous digital labor.
OpenHuman tackles the common AI‑assistant problems of slow cold‑start, complex integration, and weak privacy by offering a minimalist desktop UI, over 118 built‑in service integrations, local memory trees with Obsidian compatibility, and a self‑developed TokenJuice compression that cuts token usage by up to 80 %, all under a GNU open‑source license.
The article compares direct API calls, CLI tools, and the Model Context Protocol (MCP) for agent integration, explains MCP's token overhead, presents two token‑reduction strategies, and outlines design principles for building high‑availability MCP servers to maximize agent utility.
This guide walks you through configuring IntelliJ IDEA to use AI coding assistants like Claude, Codex, OpenAI‑compatible APIs, and local models via Ollama, covering plugin installation, provider setup, API key entry, and usage tips with screenshots.
WeChat's newly released ClawBot plugin lets users link their OpenClaw AI agents directly to the chat app, enabling natural‑language commands, file handling, and 24‑hour online operation, with a simple two‑step setup involving a plugin activation and an npx installation command.
This guide presents a curated list of Claude Code plugins maintained by Composio, detailing their structure, quick‑start steps, and categories ranging from integrations and frontend design to DevOps, security, and AI‑agent productivity, enabling Claude to perform real‑world actions.
This article walks through five practical strategies for combining Obsidian and Claude Code, explains how to keep code repositories clean while enabling unified search, outlines step‑by‑step setups, compares trade‑offs, and shares performance benchmarks and community resources.
This article explains how linking the breadth‑focused OpenClaw with the depth‑oriented Hermes Agent creates a dual‑agent workflow that lets an AI assistant not only handle multi‑channel requests but also continuously learn, remember, and improve its responses.
This guide walks developers through the entire Claude 4.6 API integration process, covering use‑case ideas, token‑based pricing, registration, SDK setup, code examples, common pitfalls for Chinese developers, cost‑saving tips, best‑practice recommendations, and frequently asked questions.
This guide walks you through installing the open‑source Feishu CLI, configuring it with Claude Code, and using the resulting SKILL to let an AI agent interact with Feishu messaging, cloud docs, calendars, and other services for automated workflows.
This article explores LocalAI’s multimodal capabilities—including speech‑to‑text, text‑to‑speech, and image generation—demonstrates zero‑code migration via Python SDK and LangChain, and reveals the Go‑based API adapter that enables seamless OpenAI‑compatible integration.
This guide walks you through the prerequisites, command‑line installation, QR‑code binding, verification, and important reminders for integrating OpenClaw with the iOS version of WeChat on a Debian 12 virtual machine.
This article walks you through installing WorkBuddy, logging in, configuring the WeChat customer‑service integration, and finally chatting with the OpenClaw chatbot inside WeChat, all illustrated with screenshots and concise instructions.
This guide walks you through downloading the correct WorkBuddy installer, avoiding the CodeBuddy trap, completing a default installation with all optional tasks selected, logging into your WeChat account, configuring the WeChat Customer Service integration, and starting real‑time chats, while noting current model‑switching limitations.
This step‑by‑step guide shows how to connect Enterprise WeChat (WeCom) to OpenClaw without needing a public IP or callback configuration, covering bot creation, plugin installation, channel setup, pairing, testing, and future extension possibilities.
This guide walks you through installing the OpenClaw plugin, creating a WeChat Work robot, linking it to OpenClaw, and testing the connection, enabling AI assistants to operate within Enterprise WeChat without requiring public IPs or complex callbacks.
This guide walks you through preparing the environment, installing OpenClaw, configuring its onboarding, creating a Feishu custom app, setting up event subscriptions and permissions, and finally pairing the AI agent so it can respond to Feishu messages.
This step‑by‑step guide shows how to integrate the OpenClaw AI tool with Feishu by creating a Feishu app, configuring permissions, setting up event subscriptions, adding the Feishu channel in OpenClaw, publishing the app, and testing the AI assistant—all without writing code or hosting a server.
This article evaluates the flood of Model Context Protocol (MCP) servers that have emerged since Anthropic released the protocol, defines clear criteria for selecting useful servers, and provides detailed installation steps, real‑world usage examples, and security best practices for six essential MCP servers that boost developer productivity.
This guide walks through integrating Spring Boot with external services using RestTemplate, Feign, and WebClient, then compares full, incremental, and real‑time data‑synchronization approaches, providing step‑by‑step code examples, configuration details, and practical trade‑off analysis.
This comprehensive guide explains microservice fundamentals, when to adopt them, key design principles, service modeling techniques, integration patterns, versioning, data handling, monolith decomposition, Conway's law, scaling tactics, and the situations where microservices may not be the right choice, providing actionable insights for building resilient backend systems.
The article introduces the Jupyter MCP server, an extension that implements the Model Context Protocol to enable seamless, secure integration of large language models with Jupyter’s kernels, file system, and terminals, and details its architecture, core features, deployment steps, API mechanisms, and security considerations.
This guide explains how DevOps teams can use Jira's agile boards, issue types, incident management, and built‑in metrics together with the free GitHub for Jira integration to achieve full visibility from sprint planning through code commits, builds, and deployments.
This guide explains the core differences between APIs and SDKs, outlines typical use cases, compares popular API styles like REST, GraphQL, and gRPC, and demonstrates how SDKs simplify integration with practical code examples and best‑practice recommendations for building robust software interfaces.
This guide walks you through installing RabbitMQ, configuring Spring Boot, building basic producers and consumers, exploring work, fanout, direct and topic patterns, and applying advanced features like confirmations, manual ACKs, TTL, dead‑letter, delayed and priority queues, plus clustering, monitoring and troubleshooting tips.
This guide walks you through adding MQTT dependencies, configuring connection parameters, creating a unified MqttConfig class, defining a messaging gateway, implementing service and controller layers, and applying advanced production settings such as SSL/TLS, multi‑topic subscriptions, QoS choices, clustering, health checks, and performance tuning for Spring Boot applications.
This article examines the core challenges of multi‑channel integration, high concurrency, reliability, and extensibility, then walks through a full‑link push workflow and presents a four‑layer architecture—including access, business, service, and storage layers—to guide the design of a robust, scalable enterprise message‑push platform.
The article explains why developers' self‑testing often fails to uncover integration, data‑quality, concurrency and environment‑specific bugs that surface during System Integration Testing, and argues that blaming developers alone is unfair without proper processes and automation.
This guide explains how to overcome Dify's built‑in RAG limitations by using Higress AI Gateway to connect external RAG services, detailing two integration patterns—RAG Retrieval Agent and Automatic Retrieval Injection—along with step‑by‑step configuration, validation, and the resulting benefits for enterprise AI applications.
PandaWiki is an open‑source AI‑driven knowledge‑base platform that transforms traditional wikis by offering effortless setup, seamless third‑party integration, AI‑generated content, Q&A and search, with detailed installation steps, model configuration, and examples of integrating with tools like Feishu bots.
This article introduces the Model Context Protocol (MCP) as an open standard for connecting large language models to external data and tools, outlines its core advantages, showcases a wide range of ready‑made services, and provides a detailed Python implementation that integrates Sentry bug‑tracking and APM data into AI assistants for real‑time analysis and reporting.
This article presents a comprehensive Spring Boot 3 tutorial that integrates Apache Camel, explains the ProducerTemplate API, demonstrates route definitions, shows code examples for sending messages, file writing, bean processing, and AI chat integration, and includes test result screenshots.
This guide explains three ways Dify can invoke Java programs—using HTTP requests, defining custom tools with OpenAPI schemas, and configuring MCP communication—providing step‑by‑step setup, code examples, and configuration snippets for each approach.
This article introduces ten powerful APIs—including Stripe, Twilio, Google Maps, SendGrid, Firebase, OpenAI, AWS SDK, Twitter, GitHub, and a Weather service—along with integration tips and code examples to help PHP developers extend functionality such as payments, messaging, mapping, AI, and cloud services.
This article provides a comprehensive guide to integrating WebSocket in Spring Boot, covering Javax, WebMVC, WebFlux implementations with detailed server and client configurations, as well as brief introductions to Java‑WebSocket, SocketIO, and Netty libraries, including full code examples.
AI MCP (Model Context Protocol) is an open protocol that standardizes communication between large language model applications and external data sources or tools, offering pre‑installed services, fast registration, ecosystem openness, and automatic discovery within Huawei Cloud ModelArts Studio, while eliminating the need for per‑API integration code.
This article explains how frontend developers can use large language models to detect and prevent marketing content violations in WeChat mini‑programs, covering pain‑point discovery, LLM‑driven compliance architecture, prompt optimization, model selection, testing methods, and seamless frontend integration with Feishu notifications.
This tutorial shows how to use Spring AI MCP to create a Java MCP server, covering environment setup, business logic implementation, service registration, and client configuration, enabling seamless AI service integration with minimal effort.
This article provides a detailed, step‑by‑step tutorial on linking a Tencent Yuanqi AI Agent mini‑program to a WeChat official account, configuring auto‑reply messages, adding menu shortcuts, and publishing the mini‑program in articles and comment sections, complete with screenshots and code snippets.
DeepSeek4j 1.4 introduces a Java‑native framework that fully preserves DeepSeek's chain‑of‑thought and billing features, adds reactive streaming support, and provides a Spring Boot starter for effortless integration, accompanied by quick‑start code, configuration examples, and a built‑in debugging UI.
This article introduces Jython, explains its features, provides step‑by‑step installation instructions, demonstrates how to run Python code on the Java platform and how Java can invoke Jython scripts, and outlines common application scenarios for this Python‑Java bridge.
This article explains how to integrate DeepSeek's large language models—both the chat‑oriented deepseek‑chat and the reasoning‑focused deepseek‑reasoner—into a Spring AI application, covering API key setup, base‑URL configuration, model selection, and providing full code examples for dependency, configuration, and a simple chat controller.
This guide walks you through configuring Tencent Cloud AI Code Assistant to use DeepSeek models—either via the DeepSeek public API or a locally‑deployed Ollama instance—covering prerequisites, step‑by‑step setup, required hardware, and command‑line examples.
This guide explains why DeepSeek is a valuable AI assistant, outlines the challenges of high demand, and provides step‑by‑step instructions for creating, configuring, testing, and publishing a DeepSeek AI assistant within the DingTalk platform to ensure stable access.
This article provides a step‑by‑step tutorial on integrating the Flowable BPMN workflow engine into a Spring Boot application, covering dependencies, BPMN diagram creation, task configuration, service implementation, process visualization, and common pitfalls such as font issues and process definition updates.
Discover a curated list of ten powerful workflow automation tools—from Zapier and Make to GitHub Actions and Pipedream—that help developers streamline tasks, integrate services, and boost productivity without writing extensive code.
This article introduces Xiaomi’s open‑source Home Assistant integration, explains its benefits over third‑party solutions, and provides step‑by‑step instructions—including git commands—to install, update, and securely configure the component for managing Xiaomi IoT devices within Home Assistant.
LangChain4j streamlines the integration of large language models into Java applications by offering a standardized API, extensive support for over a dozen LLM providers and vector stores, a rich toolbox for RAG, chat memory, and tool calling, plus two abstraction layers that cater to both low‑level control and high‑level convenience.
This article explains how to embed Lua scripts in Java applications with LuaJ, how to call Java code from Lua using LuaJava, and demonstrates dynamic extension, script auto‑upgrade, and bidirectional interaction through comprehensive code examples and detailed explanations.
The article analyzes recent Chinese enterprise SaaS market trends, examines the shift toward customized solutions for large customers and integration approaches for mid‑market clients, and offers strategic recommendations on product positioning, architecture openness, and service models to balance growth and sustainability.
This article details the process of introducing React Native 0.72.10 into an existing mobile application, covering the rationale for selection, project structure adjustments, iOS and Android integration challenges, script modifications, dependency management, and solutions to common issues such as path configuration, Gradle compatibility, and library conflicts.
Learn how to set up Camunda, a flexible Java-based BPMN 2.0 workflow engine, within a Spring Boot application by generating a project, configuring dependencies, defining data models and REST endpoints, designing a simple process diagram, and testing the workflow end‑to‑end.
The article introduces phpy, an open‑source Swoole project that embeds the Python ecosystem into PHP, explains its features, provides detailed compilation and installation steps, demonstrates usage through code examples—including AI libraries, GUI creation, named arguments, and callbacks—and shares real‑world sample applications.
This article provides a step‑by‑step tutorial for integrating Alipay in a Java Spring application, covering sandbox web configuration, Maven dependency setup, YAML and Java config classes, payment controller implementation, asynchronous callback handling, refund processing, and automatic order cancellation using RabbitMQ.
The article introduces the second version of phpy, a PHP extension that embeds a Python interpreter, explains its dual‑VM runtime architecture, shows how to use it under PHP‑FPM, presents detailed performance benchmarks, covers exception handling, IDE auto‑completion, compilation options, dynamic‑library troubleshooting, and provides numerous code examples for testing and scientific computing.
This article explains how Spring’s FactoryBean mechanism enables seamless integration with MyBatis by detailing the roles of BeanFactory, SqlSessionFactoryBean, MapperScannerConfigurer, and MapperFactoryBean, and provides annotated code examples and XML configuration to illustrate the underlying process and its benefits for transaction management and thread safety.
The article outlines the major milestones in CPU development—including shrinking process nodes, increasing integration of components, evolving memory controller standards, the progression of PCIe generations, and micro‑architectural enhancements such as larger caches and hybrid core designs—providing a concise historical overview for readers.
This article details a B2C order processing case study, analyzing failure causes in automated test suites, introducing RocketMQ PullConsumer‑based MQ listening actions, and demonstrating how these changes together with CI/CD adjustments significantly raise test success rates despite increased execution time.
This article explains the background, on‑device effects, implementation architecture, code samples, and optimization considerations of the OPPO universal card integration within Alipay, detailing both hosted and non‑hosted approaches, SDK usage, and multi‑entry UI strategies.
This article traces the evolution of CPUs by examining process node reductions, increasing integration of components, memory controller upgrades, PCIe advancements, and microarchitectural innovations that together shape modern processor performance and efficiency.
This article explains why Elasticsearch is fast, outlines its key features, and provides a complete Spring Boot 2.4 tutorial—including dependencies, configuration, data model, repository usage, and test code—for building a distributed search service.
The guide explains how Alibaba Cloud Codeup integrates the CodeBlitz WebIDE, detailing its default WebIDE access, core features such as code browsing, search, syntax services, GitGraph and CodeRunnerForWeb, and provides step‑by‑step instructions for installing the IDE package, adding language packs, plugins, filesystem and third‑party Git service integrations, plus a lightweight editor component.
This guide walks you through the background of Xunfei's Starfire large language model, its 2.0 features, account setup, obtaining API credentials, cloning the example repository, installing dependencies, configuring keys, and troubleshooting common errors for PHP integration.
This tutorial walks through RabbitMQ fundamentals, installation on macOS, core AMQP concepts, common exchange types, and step‑by‑step SpringBoot integration with code samples, while highlighting practical issues like connection leaks and the need for a connection pool.
The article recounts how Google’s test engineers tackled the difficulty of writing stable, maintainable automated tests for legacy microservice systems by iterating through three solution attempts and ultimately adopting a split‑test model that uses RPC stubs and mocks, dramatically improving test speed, reliability, and developer productivity.
StackStorm is an open‑source platform that connects existing infrastructure and applications to automate workflows, offering sensors, triggers, actions, rules, and reusable packages for incident response, auto‑remediation, and continuous deployment across cloud and on‑premise environments.
This article examines the business background and challenges of multi‑platform front‑end development, evaluates mainstream cross‑platform technologies, selects Taro as the optimal solution, and details its integration with existing React Native and Web stacks, component and API adaptation, CSS handling, performance testing, cost analysis, and future outlook.
This guide explains what ChatGPT plugins are, why they matter, how to enable them, and showcases popular extensions that let the model fetch real‑time data, access private knowledge bases, automate tasks, and even generate images or code.
This guide explains how to set up Alibaba Cloud SMS, configure the required Access Key ID and Secret, install the SDK, and use ThinkPHP6 to call the SMS API with sample PHP code, highlighting the steps and placeholders that must be replaced with your own credentials.
This guide walks you through adding a Gitee code source to Zadig, configuring a microservice-demo project with Vue.js frontend and Golang backend, setting up services, builds, environments, workflows, and automatic triggers to achieve end‑to‑end continuous delivery on Kubernetes.
The article explains that a checkout is the final online payment interface that consolidates multiple payment channels, adapts to various device contexts (PC, H5, SDK, API) and presentation modes, simplifies integration, enhances security, manages channel display rules and transaction flows, and future‑proofs merchants against evolving payment innovations.
This article explains how Microsoft ended Windows 7 updates, details the Secure Boot/UEFI patch KB5017361 and its successors, and provides step‑by‑step instructions for using the UpdatePack7R2 collection to create a custom Windows 7 ISO that includes the final patches, drivers, and optional fixes.
This guide explains how to use Alibaba Cloud EventBridge to create and manage RocketMQ 4.0, 5.0, and self‑hosted Apache RocketMQ instances, covering architecture, API parameters, VPC and security settings, and step‑by‑step procedures for event‑driven integration and message routing.
This article outlines the evolution of software architecture styles, explains how different perspectives define architecture styles, and presents a comprehensive table of architecture domains and sub‑domains ranging from web and mobile applications to integration, data, analytics, and BI architectures.
This guide explains how to deploy OnlyOffice Document Server using Docker, configure a web connector with JavaScript, set up cluster and high‑availability deployment via Kubernetes, and handle collaborative editing callbacks, providing step‑by‑step instructions and code examples for integration into existing systems.
This article explains the definition of integrals by illustrating how the area under a curve can be approximated with increasingly fine rectangles, leading to the limit that forms the integral, and connects this geometric intuition to the formal calculus theorem.
This article introduces four essential open‑source technologies—Elastic, MariaDB, RabbitMQ, and Redis—explaining their core features, typical use cases such as search, relational data, messaging, and caching, and why they are popular choices for building scalable backend systems.
This article compiles a series of WeChat posts covering calculus fundamentals—including limits, derivatives, integration techniques, gradient descent, and multivariable concepts—providing direct links to each detailed tutorial for learners to explore.
This article explains the integration by parts technique, derived from the product rule, and walks through five detailed examples that show how to rewrite integrals as products of functions, apply the formula, and solve the resulting equations.
This article explains how the Fundamental Theorem of Calculus bridges derivatives and integrals, provides a straightforward method for evaluating integrals via antiderivatives, illustrates the concept with telescopic sums, and walks through several concrete examples to demonstrate its practical use.
This article explains the concept of definite integrals by illustrating how the area under a curve can be approximated with rectangles, leading to the formal definition of integration as the limit of these sums, and connects it to the Fundamental Theorem of Calculus.
Low‑code platforms provide a visual development environment that lets teams rapidly build, configure, and deploy service‑oriented applications with minimal hand‑written code, dramatically cutting development time, reducing costs, and simplifying integration between front‑end and back‑end components.
This article examines the rapid growth of DevOps integrated platforms in China, analyzes the strengths and weaknesses of existing tools, outlines essential capabilities for an enterprise DevOps platform, and proposes a future architecture centered on lightweight IDE integration, containerized services, and comprehensive measurement.
The article examines the chaotic changes in Jira's newer API version, detailing six incompatible methods of passing issue status parameters, explains the mismatch between name and id fields, and provides Java helper functions to handle these inconsistencies effectively.
This guide explains the fundamentals of Netty, shows how to combine it with Spring MVC using DispatcherServlet, and provides complete Java code examples for a Netty server, channel pipeline, request handler, server startup, and a sample controller, along with practical configuration tips.
This article explains how to combine Netty and Spring MVC by creating a Netty server, configuring the channel pipeline, implementing a request handler that forwards to DispatcherServlet, initializing the servlet, and providing a sample controller with troubleshooting tips for character encoding and configuration files.
Midway 3.0 was officially released on January 20, 2022, introducing multi‑version documentation, a clarified tech stack for standard, serverless, and integration projects, a redesigned API syntax with zero‑API calls, enhanced operators, Prisma ORM support, a new full‑stack suite, and a lightweight request SDK for both Node.js and browser environments.
This article introduces Modern.js, a ByteDance‑initiated open‑source framework that unifies frontend engineering and server‑side development by offering a minimal core, integrated web server, plugin system, and progressive full‑stack features to simplify routing, rendering, API handling, and deployment for modern web applications.
This article provides a step‑by‑step tutorial on integrating SpringBoot with Spring Data Elasticsearch, covering required dependencies, configuration classes, entity mapping, repository interfaces, service implementations, controller endpoints, and testing instructions, complete with runnable code examples.
This article explains the concept of frontend‑backend integration, demonstrates how Vite can transform TypeScript functions into API requests without explicit AJAX calls, and provides a complete plugin implementation that intercepts, forwards, and handles these requests using Express and middleware.
This article outlines the objectives, call flow, architectural design, and potential challenges of a payment center system that unifies transaction, payment, and finance services, detailing its four main modules, data handling, and integration with third‑party payment channels.
This article shares practical experiences and lessons learned while integrating with Jira's REST API, covering the absence of Chinese documentation, handling of HTTP status codes, inconsistent and overly nested JSON responses, demo errors, mixed language fields, and the differences between POST and PUT methods.
This guide walks developers through the complete Android integration of NetEase Cloud's chatroom SDK, covering Gradle setup, required permissions, ProGuard rules, SDK initialization, entering and leaving chatrooms, message handling, and UI component usage with practical code examples.
This article explains Flutter 2's new multi‑engine Add‑to‑App approach, walks through creating an Android project with a Flutter module, shows how to manage engines with FlutterEngineGroup, and compares multi‑engine and single‑engine hybrid solutions in terms of memory and performance.
This guide explains how to integrate the free AMap (Gaode) Map SDK for HarmonyOS, covering migration from Android, environment setup, signing, obtaining an appId and API key, adding the .har library, configuring permissions, initializing a MapView in an Ability, and accessing full map features such as rendering, search, routing, and custom overlays.
The article outlines the objectives, detailed call flow, architectural components, and potential issues of a payment center system, describing how unified order, payment, and financial services are built, integrated with third‑party channels, and managed through modules such as backend, messaging, transaction core, and channel gateway.
The article explains how modern enterprises can manage integration costs and speed by classifying applications into Gartner's Pace‑Layered architecture—System of Record, System of Differentiation, and System of Innovation—and leveraging Microsoft cloud and on‑premise services to support each layer.
The article outlines a comprehensive reference architecture for digital transformation platforms, detailing typical organizational contexts, desired outcomes, and key components such as integration layers, API gateways, IAM, BPM, observability, multi‑region deployment, and development practices to enable seamless, secure, and scalable business services.
Learn what Elasticsearch is, its core concepts, and how to integrate it into a Django project, including installation, configuration, defining indices and documents, populating data, and performing searches, all illustrated with code examples for seamless full‑text search capabilities.
This guide explains how to configure a Spring Boot application with MySQL and SQL Server data sources, use Nginx to expose capture‑server images as URLs, and implement Vue components for on‑demand photo preview of traffic‑violation records.
