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Tech FrontiersMeta Superintelligence Labs releases Muse Spark, a native multimodal reasoning model supporting visual chain of thought, tool-use, and multi-agent orchestration. Deep dive into its capabilities and competitive positioning.
Cursor 2.0 in Practice: Vibe Coding Me…
Deep dive into Cursor 2.0's Vibe Coding methodology with two real-world scenarios: full-stack site building and enterprise bug fixing using the Rules, Commands, Context architecture for 10x dev efficiency.
Interpreting OpenAI's Frontier Governa…
Deep analysis of OpenAI's Frontier Governance Framework, examining its core elements in AI safety and risk management, and how it aligns with the EU AI Act, California AI regulations, and global trends.
Claude Code Installation & Agent Hands…
Step-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.
Harness Engineering: A Practical Guide…
Explore 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.
Complete Guide to Connecting Claude Co…
Step-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.
Claude Code Desktop Installation Guide…
Step-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.
Deepin Code Hands-On Review: Is This C…
Hands-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.
How to Use Claude in China: Stable Acc…
Users in China face bans, registration hurdles, and payment limits when using Claude. This guide covers third-party mirror sites, model comparisons, and risks.
Cursor Interface Fully Explained: Mast…
A 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.
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.
OpenCode vs Cursor Real-World Comparis…
Real-world test comparing OpenCode and Cursor building a student management system, evaluating generation speed, feature completeness, code quality, frontend styling, and bug count.
Kiro vs Cursor Hands-On: Can Amazon's …
Hands-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.
How to Choose an AI Coding Tool? Stop …
How 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.
Codex Team Reveals a New AI Programmin…
OpenAI'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.
Multi-Model AI Development in Practice…
Learn 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.
100K Views but Only 20 Sales: An Indie…
An 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.
AI Is Getting More Expensive: The Indu…
From $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.
Cursor Multi-Agent Workflow: A Practic…
Learn the Cursor "Main Thread & Grunt" multi-agent workflow: use a high-tier model for complex tasks and a low-tier model for simple tasks in parallel to maximize AI coding efficiency.
Claude Opus vs. Sonnet vs. Haiku: How …
Compare Anthropic's Claude Opus, Sonnet, and Haiku models across intelligence, speed, and cost. Practical selection guide with multi-model routing strategies.