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Product ReviewsIn-depth analysis of Cursor 2.0's five core updates: custom Composer model speed tests, Git Worktrees multi-agent parallel development, built-in browser, and a three-model comparison of Claude, GPT-5, and Composer.
TutorialsStep-by-step guide to connecting Claude Code Desktop with DeepSeek via CCSWitch middleware. No VPN or Claude account needed — set up your AI programming environment in 10 minutes.
TutorialsStep-by-step guide: Install Claude Code Desktop, use it without an account via Developer Mode, integrate DeepSeek models through CC Switch, and set up custom Skills for low-cost AI coding.
Product ReviewsHands-on review of Deepin Code, a China-accessible Claude Code alternative. Analyzing multi-model switching, terminal-native interaction, and whether this AI coding tool is worth trying.
Industry InsightsExploring the data challenges facing hotel sustainability assessment algorithms, including missing AC energy data and degrowth metric quantification, and how web scraping and NLP solutions can help.
Industry InsightsGitHub overhauls its Bug Bounty program with higher quality standards, clearer shared responsibility boundaries, and adjusted low-risk vulnerability rewards. A deep dive into the three core changes.
Product ReviewsHow should developers rationally choose AI coding tools amid constant model updates? This article analyzes the pitfalls of chasing the latest, compares tools like Cursor and Kiro, and offers a cost-effective, stable AI-assisted coding strategy.
Deep DivesDeep analysis of MCP Apps: how Anthropic and OpenAI's official MCP extension enables AI tools to return interactive UIs, solving the context gap with Human-in-the-Loop collaboration.
Industry InsightsFrom $1.3M monthly token bills to rising premium AI model prices, AI isn't becoming accessible. A deep dive into the industry's two price lists, centralization trends, and what it means for everyone.
TutorialsThree ways to deploy OpenAI Codex: ChatGPT Plus subscription, API relay pay-as-you-go, and Kimi Code CLI as a budget alternative. Covers setup, pricing, and comparison for developers.
Product ReviewsFitten Code Agent now supports MCP protocol, enabling flexible integration with GitHub, Bing search, Excel, and other external tools to become a super AI programming assistant.
TutorialsComplete guide to Gemini CLI setup, custom TOML commands, and MCP plugin integration. Covers free tier details, command templates, and multi-MCP Server configuration for an efficient AI coding workflow.
TutorialsDeep dive into GitHub Copilot's MCP integration in JetBrains IDEs: Agent Mode, Sampling model scheduling, MCP Prompts, Resources context injection, and Elicitation structured dialogue guidance.
Product ReviewsContext Mode solves AI coding assistants' context amnesia via sandbox isolation, session continuity tracking, and code-thinking philosophy—compressing context consumption by 99% and earning 9,700 Stars in two months.
TutorialsComplete Cursor beginner's guide covering installation, model selection, three conversation modes, billing rules, Rules setup, and practical AI programming tips to help you master Cursor quickly.
Product ReviewsOpenAI launches a Codex Chrome extension enabling automated actions on authenticated websites. Deep analysis of its capabilities, security design, CLI improvements, and plugin ecosystem evolution.
Tech FrontiersThis week's tech roundup analyzes OpenAI's Swarm Agent framework, Anthropic's Claude data visualization app, Kali Linux, Unikraft lightweight OS, and Go Blueprint — covering AI, security, and cloud computing.
Product ReviewsCompare top AI coding plans including Cursor Max, ChatGPT Pro, GLM Coding Plan, and DeepSeek API — with pricing, performance, and use-case recommendations to help you choose.
TutorialsComplete guide to Cursor AI installation, rules file configuration, and Agent mode in action. Master project-level and global rules setup to drive AI programming with natural language and boost coding efficiency.
Product ReviewsCursor restricted in China? This article reviews three AI coding alternatives: Augment Code for smart prompt optimization, Trae for best value, and Amazon Kilo for process-driven development.