guide
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Editorial guides and essays about AI tools, workflows, judgment, and practical adoption.
guide
AgentScope 2.0: An Open-Source Stack for Building Agents You Can See and Trust
A practical look at AgentScope 2.0, Alibaba's Apache-licensed multi-agent framework, covering what changed from 1.0, the visibility-and-control design of the core framework, the wider runtime and evaluation stack, and what to verify before you build on it.guide
CC Switch: A Visual Provider Manager for Claude Code, Codex, and Gemini CLI
An open-source desktop app that replaces hand-editing JSON, TOML, and .env files with one-click provider switching across Claude Code, Codex, Gemini CLI, OpenCode, and OpenClaw, plus unified MCP, prompt, and skills management.guide
OpenAgentMemory: Archive and Search Your AI Coding Sessions Locally
A look at OpenAgentMemory (AyeMemory), an open-source, local-first tool that archives Claude Code, Codex, and OpenCode session logs into one searchable SQLite database, and why a durable session archive is worth keeping.review
ArkClaw Comic Drama Agent Workflow: What It Does and Where Manual Review Still Matters
A practical review of ArkClaw's comic-drama creation agent: theme-to-script, reference images, storyboards, video generation, final MP4 output, and the real constraints creators should expect.guide
Common Pitfalls When Adopting AI Tools
The recurring mistakes teams make when adopting AI tools, from privacy and lock-in to over-trusting output, and how to avoid them.guide
AI Search and Research Tools Compared
How AI answer engines and research tools differ from traditional search, where they help, and how to use them without trusting them blindly.guide
How We Evaluate AI Tools: Our Methodology and Source-Confidence System
An inside look at how this directory researches, scores, and reviews AI tools, including our source-confidence ratings and editorial review process.guide
Building a Team Knowledge Base with RAG Tools
How retrieval-augmented generation works, what it takes to build a reliable team knowledge base, and which tools to consider.guide
AI Image and Video Tools for Creators
A practical map of AI image and video tools by stage of production, from concept exploration to finished, publishable assets.guide
AI Tools for Office and Document Workflows
How AI fits into documents, presentations, and translation work, with practical guidance on choosing tools that live where your content already is.guide
Open-Source and Local AI Tools: When Self-Hosting Is Worth It
When running AI models locally or self-hosting open-source tools makes sense, what it costs, and which tools to start with.guide
Free vs Paid AI Tools: What the Free Tiers Actually Get You
A clear-eyed look at what free AI tool plans include, where the real limits are, and how to decide when paying is worth it.guide
How to Choose an AI Coding Assistant: Copilot, Cursor, Claude Code, and Trae Compared
A practical comparison of AI coding assistants by workflow role, from inline autocomplete to agentic code changes, with guidance on when each fits.guide
Best AI Writing Tools for Practical Workflows
How to choose AI writing tools by task, review needs, and output quality, with a practical comparison of general assistants, document tools, and translation help.guide
Use Chinese LLMs in Claude Code: DeepSeek and GLM Setup Guide
A practical guide to running Claude Code with Anthropic-compatible endpoints from DeepSeek and Zhipu GLM, including environment variables, model routing, verification, and safety notes.essay
After AI Productivity Gains, Judgment Becomes the Real Bottleneck
When speed is no longer scarce, organizations and individuals have to answer a harder question: what is worth doing?guide