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TutorialsStep-by-step Claude Code installation guide with Volcengine GLM5.1 Chinese LLM. Hands-on Agent demos for Bilibili data scraping and ComfyUI setup. No coding required.
TutorialsExplore the three stages of AI programming evolution: from Prompt Engineering to Context Engineering to Harness Engineering. Master enterprise-grade AI coding with Cloud Code + VS Code.
Product ReviewsHands-on comparison of Grok Build 0.1, GPT 5.5, and Composer 2.5 across 17 complex frontend tasks, evaluating code depth, visual quality, requirement coverage, and cost-effectiveness.
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.
Product ReviewsUsers in China face bans, registration hurdles, and payment limits when using Claude. This guide covers third-party mirror sites, model comparisons, and risks.
TutorialsA detailed guide to Cursor's four core workspaces: File Explorer, Code Editor, Terminal, and AI Chat Panel. Learn Agent mode, Ask mode, Git version control, and key settings for beginners.
Industry InsightsCisco partners with OpenAI to bring Codex into enterprise engineering, covering AI-native development, AI Defense security acceleration, and automated bug fixing.
Tech FrontiersGitHub Copilot remote session control is now GA, enabling seamless coding across VS Code, CLI, github.com, and GitHub Mobile. Learn how it works and its impact on multi-device workflows.
Product ReviewsReal-world test comparing OpenCode and Cursor building a student management system, evaluating generation speed, feature completeness, code quality, frontend styling, and bug count.
Product ReviewsHands-on comparison of Amazon's Kiro vs Cursor on the same coding task, analyzing UI quality, feature completeness, and code quality to reveal the real gap.
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.
TutorialsOpenAI's Codex team shows AI programming now prioritizes organizational skills over coding. Learn the four paradigm shift signals, efficient workflows, and how developer roles are being reshaped.
TutorialsLearn how to overcome single-model AI limitations by designing a unified API gateway architecture for multi-model collaboration, covering task routing, failover, and cost optimization strategies.
Product ReviewsCodexPlusPlus is a Rust-built open-source enhancement for OpenAI Codex with snippet management, multi-cursor editing, and auto login bypass. 4000+ GitHub Stars.
Expert OpinionsAn AI indie developer built a Windows one-click installer for Open WebUI in 3 days, got 100K views but only 20 sales. A full post-mortem on pricing, distribution, and monetization mistakes.
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.