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Deep analysis of the AI industry bubble: OpenAI's -122% profit margin, enterprise token budgets burned in months, NVIDIA's shell game, and collapsing software quality.

Learn how to configure MCP servers for OpenAI Codex. Step-by-step TOML setup with Context7, hands-on verification, and best practices for extending Codex capabilities.

Former ByteDance engineer Guo Yu analyzes the AI Agent revolution: how Claude Code's Skill feature signals the end of traditional software, the SaaS collapse, and the future of knowledge workers.

A complete beginner's guide to Vibe Coding: learn how to describe requirements in natural language and build, debug, and launch full apps with zero code using AI platforms like Base44.
TutorialsCloakBrowser is an open-source anti-detection browser built from Chromium source-level modifications, using 50+ patches to eliminate automation fingerprints and pass Cloudflare, reCAPTCHA, and more.
TutorialsComplete guide to building a coin identification app with Claude Code, covering tech stack selection, AI integration, real-device testing, and App Store publishing, with CoinSnap's $500K/month business model analysis.
TutorialsLearn how to build a YouTube comment analysis SaaS with Claude Code for just $3.06 — covering environment setup, CLAUDE.md, prompt techniques, and screenshot-driven UI design.
Industry InsightsDeep dive into how AI quota-cracking tools work, exposing the legal, compliance, and data security risks behind account rotation gray markets, with legitimate alternatives like API pay-per-use and subscription upgrades.
TutorialsStep-by-step guide to deploying OpenAI Codex CLI in China using WSL + MoBridge relay + DeepSeek API. No VPN needed, stable and cost-effective setup in minutes.
Industry InsightsMicrosoft bans Claude Code internally, forcing engineers to GitHub Copilot CLI. Analysis of the cost crisis, product gap, and AI ecosystem control battle reshaping the industry.
Product ReviewsCursor Composer 2.5 supports cloud execution of complex tasks, freeing developers from expensive hardware. Analysis of cost structures, usage bottlenecks, and investment strategies for AI programming.
Tech FrontiersThis week in AI: OpenAI's next-gen base model Spud (GPT-6) targets Spring 2026, Anthropic builds persistent agent Conway, Cursor 3 rebuilds the IDE for agents, DeepSeek V4 runs natively on Huawei chips, and Qwen 3.6 and Gemma 4 lead open-source.
Industry InsightsIn-depth analysis of SMB AI adoption: automated workflows, vertical AI apps, internal tools, with practical tips and open-source recommendations for low-cost digital transformation.
Deep DivesWhy do AI agents still underperform despite premium subscriptions and dozens of tools? Learn the 3 cognitive traps blocking most users and how to think like an agent architect.
Industry InsightsIn April 2025, Anthropic's enterprise adoption rate surpassed OpenAI for the first time. Deep analysis of the AI coding tool price war, loss-leader pricing logic, and strategies for developers.
TutorialsComplete guide to OpenCode, the open-source AI coding CLI tool supporting Claude, Gemini, and OpenAI. Covers installation, Next.js project building, MCP server integration, and agents.md generation.
Product ReviewsDeep review of Google's free AI coding agent Jules — covering GitHub integration, async coding, voice summaries, and a full comparison with Cursor and GitHub Copilot.
Deep DivesDeep analysis of Windsurf seamless account-switching plugin's technical implementation, revealing risks of account bans, code theft, and legal liability. Four compliant alternatives for developers.
Product ReviewsHands-on review of Manus after open registration: testing news webpage generation, flight search, and video creation reveals AI Agent limitations in accuracy, efficiency, and cost-effectiveness.
TutorialsComplete guide to installing and using Gemini CLI with Gemini 3 Pro for AI-powered coding. Covers Node.js setup, Google account login, model switching, and generating code with natural language.