#local LLM programming
968 related articles
Deep Dives·2 min
MCP Protocol Architecture Deep Dive: Host-Client-Server Three-Layer Design and Three Core Primitives
Deep dive into MCP's Host-Client-Server three-layer architecture and its Resources, Tools, Prompts primitives. Learn how it transforms AI tool integration from M×N to M+N.
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Product Reviews·2 min
MCP Trends Hub: A Deep Dive into the MCP Protocol-Based Trending Topics Aggregation Tool
Deep dive into the open-source MCP Trends Hub project: how it aggregates trending topics from Weibo, Zhihu, Douyin and more via MCP protocol, and the core value of MCP in AI real-time data access.
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Product Reviews·4 min
Claude Code vs Cursor vs Windsurf: In-Depth 2025 AI Coding Tool Comparison & Selection Guide
In-depth comparison of Claude Code, Cursor, and Windsurf — why the same model delivers different experiences. Includes hybrid workflow tips, project-building guide, and 2025 AI coding tool selection advice.
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Tutorials·3 min
Claude Code DeepSeek Configuration Tutorial: Get Running in 3 Steps with settings.json
Complete guide to configuring Claude Code's settings.json for DeepSeek, Zhipu, and MiniMax integration. Covers file extensions, directory paths, JSON syntax errors, and a 3-step setup process.
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Tutorials·4 min
OMO Plugin in Action: Sisyphus Multi-Agent Collaboration for Building an AI Programming Team
Deep dive into the Oh My OpenCode (OMO) plugin's Sisyphus multi-agent system for intelligent AI model scheduling and collaborative development, with practical demos.
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Product Reviews·4 min
SparkWinShape Review: Is Windsurf Auto Account-Switching for Unlimited Claude Opus Actually Reliable?
Real-world test of SparkWinShape plugin for Windsurf auto account-switching to use Claude Opus unlimited. Covers workflow, core features, risk analysis, and compliant alternatives.
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Tutorials·4 min
Unlimited Free Windsurf Accounts: Complete Guide to Seamless Account Switching & Credit Compression
Complete guide to Windsurf batch registration, seamless account switching, credit compression, and MCP sustained conversations for unlimited GPT-5.2 calls with free accounts.
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Tutorials·4 min
OpenCode Tutorial: Open-Source AI Coding CLI Installation, Configuration & Hands-On Guide
Complete 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.
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Tutorials·4 min
Windsurf Seamless Account Switching Tool "Spark": Auto-Switch Accounts for Unlimited Free Credits
Detailed 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.
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Tutorials·4 min
Windsurf Seamless Account Switching Tool "Spark": Auto-Switch Accounts for Unlimited Free Credits
Detailed 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.
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Tutorials·5 min
What to Do When Your Windsurf Free Credits Run Out? A One-Click Account Switching Plugin for Unlimited Refills
What 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.
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Tutorials·4 min
Windsurf Download, Installation & Setup Guide: Complete Workflow in 5 Minutes (2025 Latest)
2025 latest Windsurf editor download, installation & setup guide covering Windows installer download, VS Code settings import, GitHub login, theme configuration and more — get started in 5 minutes.
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Product Reviews·3 min
DeepSeek V4 + Claude Code for UI Automation Testing: 11 Test Cases for Just $0.08
DeepSeek V4 Pro + Claude Code + Playwright generates 11 UI automation test cases in 16 minutes for just $0.08 total, about $0.007 per case. Full walkthrough with cost analysis.
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Deep Dives·3 min
What Are LLMs, Skills, Agents, and OpenClaude? A Complete Guide to Core AI Concepts
A plain-English guide to LLMs, Skills, AI Agents, and OpenClaude — clarifying how AI evolved from "can talk" to "can act" to "can act autonomously," with a comparison table.
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Tutorials·3 min
Agency Agents: 144 AI Role Templates with One-Click Installation for Cursor/Claude Code
Agency Agents provides 144 structured AI Agent role templates across 12 domains, with one-click installation for Claude Code, Cursor, Windsurf and more.
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Product Reviews·2 min
OpenAI Codex Hands-On Review: How Does It Compare to Claude Code and Gemini CLI?
Hands-on test of OpenAI Codex CLI with a visual novel game task, compared against Claude Code and Gemini CLI on planning, code quality, and completion.
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Tutorials·1 min
VibeCoding Office Automation in Practice: A Complete Guide to Markdown-to-Word, AI Skills, and VBA Macros
A hands-on guide to VibeCoding office automation: Markdown-to-Word online tool development, python-docx AI Skills, VBA macros, and Electron desktop packaging.
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Deep Dives·2 min
Hermes Agent: Complete Breakdown of 87 Built-in Skills — 7-Layer Architecture & Priority Guide
Deep dive into Hermes Agent V0.13.0's 87 Built-in Skills reorganized into 7 functional layers with priority guidance. Find the 17 core Skills worth learning first.
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Product Reviews·3 min
5 Hidden Gem Productivity Tools: AI Coding Assistants, GPS Tracking, Direct Official Site Navigation
5 curated productivity tools: Ping Island integrates AI coding agents into Mac's notch, Petadex virtual pets accompany coding, GPS Logger for power-efficient tracking, DataVal for AI tutorials, and Direct Official Site for safe navigation.
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Tutorials·3 min
Codex + DeepSeek Integration Tutorial: Three-Step API Proxy Script Setup
Learn how to connect OpenAI Codex to DeepSeek V4 Pro and other LLMs using CC Switch and a local API proxy script. Solve API format incompatibility in three easy steps.
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