Blog

After remotely installing OpenClaw for dozens of people, here are the three most common questions: Is it safe? Is it expensive? And how do I choose between Claude Code and OpenClaw? Answered in detail, with real pricing for domestic models.

Edge devices shouldn't chase large models. Run TTS on the GPU, OCR on the NPU, stuff it full of auxiliary small models, make it a Mac mini on steroids, and leave it running 24/7 in a corner. Like a router: boring is the point.

Building things is faster than having meetings. Division by skill no longer makes sense. After AI flattens ability differences, the new logic of teamwork might be: divide by passion, validate through horse racing, and win through diversity.

MiniMax surpassing Baidu in valuation is inevitable—Baidu doesn't even have a decent API. Traffic is shifting from humans to Agents. Infrastructure not built for Agents will eventually be used by neither humans nor machines.

The AI wave is too big; in the end, there's only one boat. Helping people install OpenClaw for free isn't charity—it's about getting people on board, training and evolving. Every installation makes the AI agent stronger.

After helping people install OpenClaw all over the place, let's talk about security. OpenClaw does have vulnerabilities, but your password might be 123456, and you probably already handed your face over to text-to-video models.

Thoughts after helping people install OpenClaw: the OpenClaw experience depends on the execution capability of the model behind it, and the best model experience right now is on coding agents like Claude Code.

No more remote assistance needed. Open your terminal, paste one command, enter an invite code, and AI will automatically install OpenClaw, connect it to a large language model, and integrate it with Feishu. You'll only need to answer a few questions along the way.

You buy an AI server, get it tuned, and three months later it might be worth half as much. We've open-sourced AIMA—a single Go binary with 57 MCP tools, driven by a YAML knowledge base for deploying AI inference on heterogeneous hardware.

When an idea takes only a few hours to validate as a product, when traditional price anchors begin to fail, when the AI tsunami has already risen to chest level—the value systems we know are being reconstructed.

When Claude Code can help you install software, process data, and deploy applications, it has already transcended the category of 'programming tool.' This is a meta-ability—allowing ordinary people to truly take control of their computers with an extremely low barrier to entry.

Get banned on WeChat and you vanish from the worlds of thousands. Code leaks cost assets; portrait leaks cost you yourself. In the AI era, ownership of digital identity is more dangerous than you think.