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Product ReviewsIn-depth review of Xiaomi's MiMo V2.5 Pro open-source LLM: 1.2T parameter MoE architecture tested on macOS clone, frontend UI, Three.js 3D scenes, and SVG generation tasks.
TutorialsDeep dive into 5 fatal AI Agent failure modes: infinite loops, tool hallucination, context explosion, error cascades, and permission escalation — with practical safety architecture solutions.
Tech FrontiersGPT-5.6 spotted in OpenAI's internal Codex logs as first checkpoints enter testing. Anthropic enterprise adoption hits 34.4%, surpassing OpenAI's 32.3%. Claude Code limits rise 50%.
TutorialsHow to save Windsurf credits using an MCP plugin that extends each conversation by 5–6 interactions. Covers setup, core principles, ban risks, and security tips.
Deep DivesDeep dive into Agent Loop, the core mechanism of AI Agents, based on ReAct architecture. Covers Tool Call ID handling, context management, assistant message feedback, with full Python code and common bug fixes.
TutorialsStep-by-step guide to creating an API key in Google AI Studio and configuring it in Gemini CLI to use Gemini 3 for free, including project setup, $300 free credits, and preview feature activation.
Tutorials10 essential Claude Code commands covering terminal passthrough, Ctrl+G multi-line editing, double-Esc context compression, code review, and more to dramatically boost your AI programming efficiency.
TutorialsLearn how to create custom ComfyUI nodes with zero coding experience using AI tools like Claude and Gemini. Covers node structure, AI tool selection, and hands-on development.
TutorialsFull walkthrough of reverse engineering Tencent Slider CAPTCHA: CO value encryption tracing, tdcgs analysis, AI-assisted browser env simulation, gap detection, POW, and Python automation.
Product ReviewsUse Claude Code to generate G-code directly, bypassing slicer limitations to achieve sine wave textures, scale vases, and creative 3D prints with Blender automation.
TutorialsDetailed guide to Claude Code, Codex, and Cursor AI programming tools with step-by-step CC Switch setup for unified third-party API management at lower cost.
TutorialsGuide to the Windsurf account switching plugin: bulk import, seamless one-click switching, real-time quota viewing & auto-rotation. Includes security risk analysis.
TutorialsHands-on review of Windsurf refill plugin: auto credit refresh, seamless account switching, and persistent conversations. Compares script injection vs MCP approaches with multi-window concurrency tips and risk warnings.
Product ReviewsReal-world test of a Cursor + Windsurf two-in-one tool: one-click switching, free quota stacking, VPN-free access. Detailed analysis of benefits, suitable users, and security risks.
Product ReviewsReal-world test of SparkWinShape plugin for Windsurf auto account-switching to use Claude Opus unlimited. Covers workflow, core features, risk analysis, and compliant alternatives.
TutorialsComplete guide to Windsurf batch registration, seamless account switching, credit compression, and MCP sustained conversations for unlimited GPT-5.2 calls with free accounts.
TutorialsDetailed analysis of the Windsurf seamless account switching tool "Spark": batch account management, auto Token refresh, seamless switching mechanism, MCP-based long conversations, ban risks, and compliant alternatives.
TutorialsDetailed analysis of the Windsurf seamless account switching tool "Spark": batch account management, automatic Token refresh, seamless switching mechanism, MCP long conversation capability, ban risks, and compliant alternatives.
TutorialsWhat to do when Windsurf free credits run out? This article details a seamless account-switching plugin that auto-switches accounts with one click — no logout, passwords, or Token copying needed.