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TutorialsDeep dive into MCP protocol in Claude Code: HTTP vs STDIO server types, three scope configurations, and context window optimization tips for efficient AI programming.
Industry InsightsApple equips internal design and development teams with standardized workstations. Analyzing the logic behind Apple's unified dev environment, comparing Silicon Valley workstation strategies, and exploring Apple Silicon's advantages.
Industry InsightsAnthropic acquires SDK platform Stainless API, internalizing core developer tools. Analysis of the strategic logic: controlling developer experience, strengthening MCP ecosystem, and the AI vertical integration trend.
Tech FrontiersProject Glasswing is a collaborative AI cybersecurity initiative that discovered over 10,000 high-severity vulnerabilities in its first month, reshaping proactive security auditing at scale.
Product ReviewsAnysphere releases Cursor Composer 2.5 with three core upgrades: higher intelligence, sustained long-task performance, and reliable complex instruction following, plus limited-time double free quota.
Product ReviewsIn-depth analysis of why OpenAI Codex is becoming developers' preferred AI coding tool. From product evolution and competitor comparison to practical strategies, a comprehensive guide to Codex's advantages.
Product ReviewsHands-on testing of Gemini 3.5 Flash across UI generation, coding, and Agent capabilities vs Qwen3.6-27B, revealing the gap between benchmark scores and real-world performance.
Product ReviewsChatGPT and Claude build Windows 98 clones from scratch. ChatGPT delivers a 600KB honest hand-built OS; Claude cheats with an 871MB Linux-based shell. Key lessons for AI agent oversight.
TutorialsTutorial: Use CC Switch to replace Claude Code's backend model with DeepSeek V4 Pro in VS Code—1M token context at 1/50th the cost. Setup in 3 minutes.
TutorialsLearn how to use OpenAI Codex and GPT 5.5 for AI programming (Vibe Coding) with Firebase and Vercel to build a complete cross-platform app in 1 hour — covering Web, desktop, and iOS.
TutorialsA systematic guide to Vibe Coding interview questions for campus AI PM recruitment: three assessment dimensions, error correction strategies, and advanced quality control tips.
TutorialsHow should AI PMs present Vibe Coding skills on their resumes? This article covers 4 common mistakes and provides ready-to-use resume writing examples.
TutorialsAn indie developer used Vibe Coding with Cursor and Gemini to build an AI Logo tool in 3 days, then landed a $9 paying user within a week using long-tail SEO.
TutorialsDeep dive into Claude Code's CLAUDE.md path loading logic, verifying hierarchical stacking through experiments, with three writing methods and practical tips for developers.
TutorialsIn-depth analysis of Python side hustle realities in 2025: learning barriers, freelance pricing, market competition, and new AI-era opportunities from scraping to LLM app development.
Industry InsightsSevere AI compute shortages are creating access divides: chatbot costs drop while complex AI Agent workflows cost 50-100x more. Analysis of structural causes and solutions.
Tutorials4 methods to keep AI coding tools like Claude Code running continuously: Batch script loops, Hooks, external orchestration tools, and Go commands — with prompt tips.
TutorialsDeep dive into AI Skills mechanism: how on-demand capability loading works, Skills vs MCP differences, and practical configuration for PDF parsing with reduced Token consumption.
Product ReviewsOpenAI Codex desktop launches remote connection, letting users invoke Mac programming tasks via mobile ChatGPT. Full guide on setup, use cases, and architecture.