A knowledge-sharing platform for Sohu's technology products. As a leading Chinese internet brand with media, video, search, and gaming services and over 700 million users, Sohu continuously drives tech innovation and practice. We’ll share practical insights and tech news here.
Discover how to rapidly launch Vue3 applications using create‑vue, Nuxt, uni‑app, electron‑vite, and essential libraries like Vue Router, Pinia, VueUse, VeeValidate, UnoCSS, and UI frameworks, while also learning debugging, testing, and static site generation techniques for modern frontend development.
This article evaluates whether the domestically‑developed Kimi K2 model can serve as a cost‑effective alternative brain for Claude Code, detailing step‑by‑step integration, performance tests across task accuracy, advanced feature compatibility, memory retrieval, parallel development with Git Worktree, and hook automation, concluding with strengths, limitations, and overall success.
This article provides a comprehensive guide to using CAEmitterLayer in iOS, covering its core concepts, key properties of both the layer and its cells, practical Swift code examples for effects like snow, rain and fireworks, performance considerations, and advanced techniques for integrating with UIKit and physics engines.
This article shares three evidence‑backed Claude Code workflows—strategic CLAUDE.md context files, autonomous three‑stage pipelines, and rapid design‑to‑code prototyping—that dramatically cut research time, improve code quality, and transform developers into strategic collaborators.
This article explains the Model Context Protocol (MCP) architecture, demonstrates how to build an MCP service for fetching Figma design data, details the data simplification pipeline, and shows how AI assistants can use standardized, secure context to generate accurate code from design files.
This guide demonstrates how to locate a target .so library’s base address on Android, compute the offset of a native method, and use the ShadowHook framework to hook the function, replacing its implementation with a stub that always returns true, complete with CMake setup and Java loading steps.
This article demystifies the differences between concurrency, asynchrony, blocking and non‑blocking in Kotlin coroutines by providing runnable examples, experiments, and detailed analysis of thread usage, dispatcher behavior, and performance outcomes.
This article explains the motivation, mathematical foundations, implementation details, advantages, experimental results, and future directions of Group Relative Policy Optimization (GRPO), a novel reinforcement‑learning algorithm that replaces PPO’s value network with efficient group‑wise relative evaluation for large language models.
This article explains why caching is critical for modern Android apps and walks developers through eight robust caching strategies—ranging from in‑memory and SharedPreferences to file, Room, multi‑level, TTL, and HTTP caches—complete with Kotlin implementations, real‑world usage examples, pros and cons, and best‑practice guidelines for production.
This article introduces MyBatis-Plus, explains its core zero‑invasion features such as effortless single‑table CRUD, powerful Lambda condition builders, and a rich plugin system, then provides practical guidelines and code examples for building secure, high‑performance DAO layers in microservice back‑ends.
