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Build Your Own AI Development Team: Deploying OpenClaw and Claude Code on a VPS!

Posted on March 12, 2026

Imagine having a team of genius programmers who never sleep, never complain, and can build entire apps while you’re grabbing a snack. Today, we are making that a reality! We’re going to deploy an AI orchestrator that turns your simple text messages into fully functional software in minutes.

To start our journey, we need to talk about where our AI will live. While some people spend thousands on fancy hardware like a Mac Mini, we are going to be much smarter. We will use a Virtual Private Server (VPS). A VPS is like renting a powerful computer in a giant data center. It is better because it’s always on, easy to scale if you need more power, and you can access it from anywhere in the world—even your phone! For this tutorial, we’ll use an Ubuntu Linux instance, which is the gold standard for developers.

Once your server is ready, the first technical step is the installation of OpenClaw. OpenClaw is an AI assistant platform that acts as the “manager” for other AI agents. We use a “one-liner” command to install it. In your terminal, you’ll run a curl command that pulls the installation script directly from the official OpenClaw website. This script automatically sets up the environment, including Node.js and NPM (Node Package Manager). If you’re a beginner, don’t worry—the script does the heavy lifting. Just remember to use the official source to avoid malicious software.

Now, every manager needs a brain. For our orchestrator, we’ll use OpenRouter. Think of OpenRouter as a universal remote for AI models. Instead of signing up for ten different services, you get one API key that lets you talk to models like Claude 3.5 Sonnet or even futuristic versions like Claude Opus. After creating your API key on the OpenRouter dashboard, you’ll paste it into the OpenClaw configuration. Pro tip: always treat your API keys like your house keys. Never share them!

Next, we need a way to talk to our manager. We’ll connect OpenClaw to Telegram. To do this, find “@BotFather” on Telegram. This is an official bot that helps you create other bots. You’ll give your bot a name, like “MyDevTeam_Bot,” and it will give you a “token.” Paste this token into your OpenClaw setup. Now, instead of staring at a scary black terminal screen, you can just text your AI dev team on your phone.

But a manager is nothing without skilled workers. This is where Claude Code comes in. Claude Code is an agentic tool from Anthropic specifically designed for programming. It doesn’t just suggest code; it can actually run commands, read files, and debug errors. We install it on our VPS using another simple install script. However, there’s a catch: for OpenClaw to use Claude Code, we need to install it as a “skill.” You must be very careful here. Recently, researchers found hundreds of malicious skills on unofficial sites like ClawHub. These fake skills can steal your data. Always download skills from the official GitHub repository managed by the OpenClaw developers.

After installing the skill, we need to update the openclaw.json configuration file. We need to give the AI permission to skip certain security prompts so it can work autonomously. We also need to export our Anthropic API key to the server’s environment variables. This allows Claude Code to “authenticate” and start working. You can even tell OpenClaw to update its own configuration by pasting the JSON code directly into your Telegram chat. It’s like teaching the AI how to upgrade itself!

To test everything, try asking your bot to build something cool, like a “3D ISS Orbital Tracker.” Watch the magic happen in the background. OpenClaw will “spawn” a Claude Code sub-agent. This agent will create an index.html file using Three.js for 3D graphics and a server.js file to host the app. If the AI hits a “root permission” error, don’t panic. Modern AI agents are smart enough to recognize the problem, create a new “builder” user with the right permissions, and restart the process automatically.

Once the AI finishes, it will give you a URL. Open that in your browser, and you’ll see a beautiful, spinning 3D Earth with the International Space Station orbiting in real-time. You just built a professional-grade web app without writing a single line of code yourself!

You have now successfully moved from being a casual AI user to a sophisticated AI architect. By hosting your setup on a VPS and using agentic tools like Claude Code, you have more power at your fingertips than most professional developers had just a few years ago. My recommendation is to keep experimenting with different “skills” and always keep your server updated. Also, remember to monitor your API usage costs so you don’t get a surprise bill. The future of software is agentic, and you are officially ahead of the curve. Happy building!

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