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Best when you want to solve something immediately and return later.
Glossary
Best when you need to clarify what a term is and is not.
Green Tests Are Evidence, Not Approval: Why Multi-Agent Engineering Needs ACS
ACS, short for Agent Collaboration SOP, is a vendor-neutral workflow for teams that use multiple AI coding agents. It separates human ownership, agent execution, independent review, evidence ledgers, case studies, anti-patterns, and redaction gates.
Modular AI Smart Glasses: Breaking Free from One-Size-Fits-All
The AI glasses market suffers from severe homogenization — modular design could be the breakthrough. A deep dive into XuanJing's modular AI glasses, exploring how modularity solves aesthetic limitations, upgrade anxiety, and cost concerns, with the latest industry trends and buying advice.
AutoGen vs CrewAI 2026: Ultimate Multi-Agent Framework Comparison Guide
In-depth comparison of AutoGen and CrewAI, two leading AI Agent frameworks. Code examples, performance benchmarks, selection guide, and best practices from real production experience.
AutoGLM Phone Agent Hands-On: Can an AI Assistant Really Run Your Phone?
A practical look at AutoGLM after extended real-world use, focused on what it does well, where it still struggles, and whether it is worth trying today.
Bolt.new in Real Use: Is It Really a 30-Second Website Builder or Just a Great Prototype Tool?
A practical review of Bolt.new focused on what it does best, where it saves time, where it still falls short, and why it is strongest as a rapid prototype tool.
After The Claude Code Source Leak Went Viral, These Are The 3 Things That Actually Matter
Why did the Claude Code source leak story go so viral? The real value is not gossip. It is understanding what was actually exposed, what the reconstructed code reveals about AI coding products, and how ordinary people can turn the attention into content, services, and income.
Claude Code vs Codex CLI in 2026: If Both Are Terminal Coding Agents, Which Ecosystem Should You Bet On?
Claude Code and Codex CLI are both strong terminal-first coding agents, which makes them one of the most direct comparisons in AI coding right now. This guide focuses on the real decision: Anthropic route or OpenAI route, and which one fits your workflow better.
Claude Code vs Cursor in 2026: Choose Terminal Agent Or IDE Platform First
Claude Code and Cursor are both hot, but they are not the same kind of product. One feels like a coding agent living in your terminal, while the other is a broader AI coding platform centered on the IDE. This guide helps you decide which one actually fits your workflow.
Claude Code On Windows PowerShell: Install, PATH, HTTP_PROXY, And Network Fix
Claude Code not working in Windows PowerShell? Check installation, PATH, HTTP_PROXY, HTTPS_PROXY, terminal sessions, and CLI network errors in this practical Windows fix.
Build an AI Agent in 5 Minutes with Coze? A More Practical Look at Where It Beats Dify
A practical review of Coze focused on onboarding, speed, templates, plugin workflows, and the real differences between Coze and Dify.
I Refactored a 150-File Backend with Two AI IDEs — Real Data, Real Pitfalls
Same RBAC module task: Cursor took 2 hours, Windsurf took 15 minutes. A detailed comparison with real prompts, failures, and 2026 AI IDE selection advice.
Cursor vs Windsurf 2025: Which AI IDE Is Right for You?
An in-depth comparison of Cursor and Windsurf — two leading AI-powered coding IDEs — covering features, pricing, real-world tests, and recommendations.
One Year After DeepSeek Shook the World: The Real Challenges Facing China's AI Industry
DeepSeek R1's debut in January 2025 sent shockwaves through Silicon Valley. A year later, we examine China's AI progress — and the hurdles that remain.
I Tested 10 Inference Tasks with Gemini 2.5 Pro and Here's What I Learned About Agentic Coding
Real-world test of 10 complex inference tasks comparing Gemini 2.5 Pro vs GPT-4o and Claude Opus. Test data, methods, pitfalls, and learnings about Agentic Coding capabilities.
Kimi K2 Deep Dive: Is This the Best Chinese LLM for Long-Context Tasks?
A week of intensive testing with Kimi K2 — from document analysis to code generation — to see if Moonshot AI's latest model truly delivers.
I Built an Automated Content Factory with n8n — One Post, Four Platforms, 5 Minutes
Manual cross-platform publishing ate 2 hours per post. I used n8n automation to build a content distribution pipeline that drops it to 5 minutes. Full workflow JSON, real debugging notes, and production-ready code included.
Mac Mini + Ollama for Local LLMs: How to Pick the Right Configuration Without Overspending
A practical guide to choosing a Mac mini for local LLM use with Ollama, including what really matters in hardware selection and which memory tiers make sense for different users.
OpenClaw Windows Errors: Fix Script Policy, Config Edit, Ports, And Message Delivery
OpenClaw failing on Windows? Fix PowerShell script policy, config edit too many arguments, port conflicts, gateway startup, and message delivery with a practical checklist.
OpenClaw Getting Started Guide: Build Your Personal AI Assistant in 5 Minutes
A practical step-by-step guide to installing and configuring OpenClaw, connecting Telegram, Discord, and Feishu, and launching your first self-hosted AI assistant.
OpenClaw Goes Physical: The Desktop Robot Agent Era Is Here
SenseTime's YuanLuo opens OpenClaw integration, bridging AI from the virtual world to physical reality. An in-depth look at desktop robot agents — how they work, core architecture, applications, and what's next.
Building a Personal Knowledge Management System with OpenClaw: From Zero to Production
A complete hands-on case study showing how to build an intelligent PKM system with OpenClaw, including Feishu integration, auto-summarization, scheduled reports, and more.
OpenClaw Accepted Our PR #76024: A Windows EBUSY Fix That Made It Upstream
A practical postmortem on PR #76024, a Windows memory atomic reindex fix accepted by OpenClaw. It covers the EBUSY / EPERM / EACCES boundary, the patch strategy, review process, CI status, merge commit, local verification, and reusable evidence records.
What Is A Source Map? Why It Can Help Reconstruct Code, And Why The Claude Code Story Made It Go Viral
What exactly is a source map, and why can it make source code easier to reconstruct? This guide explains source maps in plain language, why they exist, how they work, what risks they create in production, and why the Claude Code story suddenly made everyone care.
Why AI Agents Need Their Own Technical Forum
AI agents need more than long context windows. They need a searchable, structured, public-read and whitelisted-write forum where troubleshooting evidence, commands, hypotheses, and verification notes can be handed from one agent to another.
ChatGPT
OpenAI's large language model chat system supporting text, image, and audio multimodal interaction. The world's most widely used AI tool.
Claude
Anthropic's AI assistant, known for ultra-long context handling and safety-focused design. Best for deep document analysis.
Coze
ByteDance's no-code AI bot building platform. Create intelligent assistants and publish to WeChat, Feishu, Douyin and more with one click.
Cursor
AI-native code editor built on VSCode, deeply integrating GPT-4o and Claude for natural language coding, editing, and explanation.
Dify
Open-source AI application development platform. Build AI workflows, chatbots, and agents without deep coding — supports all major LLMs.
ElevenLabs
The world's leading AI voice cloning and synthesis platform. Clone any voice in seconds, support 30+ languages, with unmatched realism.
GitHub Copilot
AI coding assistant by GitHub and Microsoft, deeply integrated with VSCode and major IDEs for code completion, explanation, and generation.
Kimi
AI assistant by Moonshot AI with industry-leading 2M token context window, excellent Chinese comprehension, and no VPN required in China.
Midjourney
AI image generation tool that creates high-quality artwork and photorealistic images from text descriptions. The industry quality benchmark.
Notion AI
AI assistant integrated directly into your Notion workspace — write, summarize, translate, and extract insights without leaving your docs.
Perplexity AI
AI-powered search engine that retrieves real-time information and delivers precise answers with cited sources — a smarter alternative to Google.
Runway
Professional AI video generation and editing platform. Gen-3 model creates high-quality video from text or images — the go-to tool for creative professionals.
Stable Diffusion
Open-source, free AI image generation model with local deployment, no censorship limits, and a massive community model ecosystem.
Agent Workflow
A repeatable task flow in which an AI agent operates through defined steps, tools, and feedback checkpoints.
Coding Agent
An AI agent that can read repos, modify files, run checks, and push development tasks forward across multiple steps.
Harness Engineering
An engineering approach for making AI coding agents work reliably through repo entry points, rules, validation, observability, and cleanup loops.
Harness Open Source
Harness’s open-source software delivery platform that spans repos, pipelines, Gitspaces, and artifact registries.
MCP
Model Context Protocol, an open protocol for connecting models and AI apps to tools, resources, and context.
Open Harness
A common search phrasing, but not the main official project name; the official name is Harness Open Source.
Prompt Engineering
The practice of improving single-task model outputs through clearer instructions, constraints, roles, and output formats.
Agent Workflow SOP Starter Pack
A starter pack for turning demo-style agent workflows into stable execution systems with goals, nodes, fallback, and review steps.
AI Coding Setup Checklist
A reusable checklist for installing AI coding tools, verifying accounts, shell setup, proxies, and final validation.
AI Project Video Course
Build enterprise-grade AI Agent system from scratch with complete source code and video tutorials.
AI Tools Checklist
Curated 100+ free AI tools covering chat, coding, image and more scenarios.
20 Power Prompt Templates (Free)
Ready-to-use prompts for content creation, coding, research, and workplace productivity. Copy, paste, and get better AI outputs immediately.
Browser Automation Skill
Enables AI agents to automatically control web browsers — performing searches, form filling, data scraping, and more.
AI Tool Selector
Describe your use case, and get personalized AI tool recommendations with reasons, pricing, and tips.
Code Review Skill
Automatically reviews code quality, security vulnerabilities, and best practices — supports multiple programming languages.
Official Doc Finder
Start from official docs, GitHub repos, and download pages before installation or evaluation.
Prompt Refiner
Restructure rough prompts into clearer goals, constraints, context, and output formats before writing, coding, or summarization tasks.
Small-Step Collaboration
Make an agent guide users one smallest useful action at a time instead of dumping long checklists. Best for webmaster tools, deployments, console debugging, and onboarding flows.
Claude Code Windows Setup Lab
A reusable setup lab for Claude Code on Windows, covering install, shell choice, proxy troubleshooting, and verification.
ESP32 Voice Assistant
Smart voice assistant project based on ESP32 with offline voice recognition and smart home control.
JSON / XML / YAML Utility Kit
A lightweight browser-based toolkit for common JSON, XML, and YAML formatting and conversion tasks.
OpenClaw Workflow Automation
Enterprise-grade AI workflow automation solution using OpenClaw for efficient business processes.
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