#LLM framework
3486 related articles
Tutorials·4 min
Windsurf Credits Refill Guide: Complete Tutorial on Spark Multi-Account Management & Card Binding Upgrade
Complete tutorial on using Spark tool for Windsurf credit refills, covering multi-account switching, card binding Pro upgrade, prompt rules, plugin installation & activation with security tips.
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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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Deep Dives·3 min
Should AI Output Markdown or HTML? Two Dimensions to Help You Choose Quickly
Should AI output Markdown or HTML? This article provides a clear format selection framework using two dimensions—content maintenance lifecycle and reading comprehension efficiency—with practical scenarios and a comparison table.
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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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Tutorials·4 min
AI Agent Memory Architecture Design: Four-Layer Partitioning + Bitemporal Modeling Practical Guide
A deep dive into production-grade AI Agent memory architecture covering four-layer partitioning, bitemporal modeling, and skill extraction to eliminate hallucinations and historical amnesia.
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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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Product Reviews·3 min
Jules Review: Is Google's Free AI Coding Agent Worth It? A Deep Comparison with Cursor
Deep 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.
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Tutorials·3 min
Cursor/Windsurf Rules Configuration Guide: Generate Consistent UI Components with AI
Learn how to write Rules files in Cursor and Windsurf to generate consistent UI components with AI. Includes Apple Liquid Glass style case study, writing tips, and best practices for Angular, React, and Vue.
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Tutorials·2 min
OpenClaw Persona Configuration Guide: Use soul.md and user.md to Turn AI into Your Digital Partner
Learn how to configure OpenClaw AI agent personas via soul.md and user.md files — set AI personality, communication style, and user relationships to transform AI from a generic chatbot into an efficient digital partner.
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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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Product Reviews·1 min
Three PDF Agent Skills Tested: One-Click Generation of Bilibili Video Notes & Technical Manuals
Hands-on testing of Bilibili Render PDF, MiniMax PDF, and Any2PDF Agent Skills for auto-generating video notes, professional docs, and brand-level PDFs.
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Product Reviews·2 min
astock-peg: An Open-Source Tool for Finding Undervalued A-Share Stocks Using the PEG Ratio
astock-peg is an open-source A-share PEG analysis tool built with Claude Code, integrating watchlist queries, AI deep analysis, and industry PE comparison to help investors find undervalued stocks.
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Tutorials·2 min
Agent Cowork Setup Guide: A Zero-Cost AI Desktop Assistant Walkthrough
Agent Cowork is a zero-cost AI desktop assistant built on Claude-Cowork, powered by Nvidia's free API. Learn the 3-step setup and see real-world use cases.
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Tutorials·2 min
OpenClaw Permission Configuration Guide: Differences Between Four Profile Modes and How to Switch
Learn the differences between OpenClaw's four permission modes — Minimal, Messenger, Coding, and Full — and how to switch between them to unlock your Lobster's full potential.
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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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