OpenClaw - The AI that actually does things

What is OpenClaw

Imagine an AI that doesn't just respond when you ask—it works continuously in the background, remembering everything you've ever told it, checking in on its own, and actually getting things done on your computer. That's OpenClaw.

If you're frustrated with AI that only answers questions but never executes tasks, if you tire of jumping between tools without anyone to handle the execution, and if you worry about your data being locked in cloud prisons you can't control—OpenClaw is the answer you've been seeking.

OpenClaw is an open-source personal AI assistant that doesn't just chat with you—it works alongside you as a true digital colleague. Unlike traditional AI assistants that forget everything after each conversation, OpenClaw maintains persistent memory across all your interactions, running 7×24 hours on your own machine. It has its own "eyes and hands" on your computer, capable of browsing the web, managing files, sending emails, controlling smart devices, and integrating with nearly any tool or API you use.

What sets OpenClaw apart is its ability to actually do things. When you connect it to WhatsApp, Telegram, or iMessage, you can command it from your phone like a boss—controlling Gmail, Calendar, WordPress, even shutting down your own computer remotely. It can autonomously run tests on your applications, capture errors through webhooks, fix them, and open pull requests on its own. It reminds you when to leave for appointments based on traffic, unsubscribes from unwanted emails, submits health insurance reimbursements, and fetches your fitness data directly from devices like WHOOP.

The open-source nature means your data never leaves your machine. You're not trapped in a walled garden—you have complete control over your infrastructure. Andrej Karpathy has publicly praised OpenClaw, calling it "the iPhone moment" and "early AGI." The community raves that it feels like "the future has arrived."

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Core Features That Make OpenClaw Different

What makes OpenClaw truly transformative is how it combines multiple powerful capabilities into a single system that works continuously on your behalf.

Persistent Memory is perhaps OpenClaw's most revolutionary feature. Unlike ChatGPT which starts fresh every conversation, OpenClaw remembers everything. Every context, every preference, every piece of information you share—it all persists 24/7 through local vector storage. Your AI assistant learns who you are, what you care about, and builds a comprehensive knowledge base that grows stronger over time. One user put it simply: "Memory is amazing, context persists 24/7."

Multi-Channel Communication gives you access from anywhere. Whether you prefer WhatsApp, Telegram, iMessage, or any other chat platform, OpenClaw adapts. You can control Gmail, manage your Calendar, operate WordPress sites, and even manage cloud infrastructure like Hetzner servers—all from your phone through a chat interface. As one user described it, "controlling Gmail, Calendar, WordPress, Hetzner from Telegram like a boss."

Skills System lets you create reusable automation workflows. Need something specific? You can either write it yourself or simply ask OpenClaw to design and build the skill for you. One user shared an impressive example: "it designed a skill and took a pic!" The system learns from your needs and creates custom tools that automate exactly what you require.

Heartbeats introduce proactive intelligence. Rather than waiting for your commands, OpenClaw periodically checks in on its own—delivering reminders, providing summaries, monitoring systems, and keeping you informed without being asked. It calculates when you should leave for appointments based on traffic, fetches your health data from WHOOP, and summarizes your fitness progress.

Tool Calling and Local Execution give OpenClaw real agency. It can call almost any tool or API through its plugin architecture, control your browser, operate files, and integrate with third-party services. One remarkable story: "My OpenClaw realised it needed an API key… it opened my browser… opened the Google Cloud Console"—the AI identified its own limitations and took action to solve them. It literally has "eyes and hands" at a desk with keyboard and mouse.

Multi-Model Support ensures flexibility. OpenClaw works with Claude, GPT, MiniMax, and other LLMs. You choose the model that fits your needs and budget. Some users have switched to MiniMax M2.5 as their primary driver, demonstrating the architecture's model-agnostic design.

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Who Is Using OpenClaw

OpenClaw attracts a diverse community—from hardcore developers to entrepreneurs to everyday users who want AI that actually works for them.

Developers are using OpenClaw as a true development partner. One user describes how their AI autonomously runs tests on their applications, captures errors through Sentry webhooks, resolves them, and opens pull requests automatically. It's like having a tireless junior developer who works around the clock.

Entrepreneurs rely on OpenClaw to run their businesses. User "therno" shares: they run their entire company using OpenClaw. The AI handles customer communications, manages scheduling, automates administrative tasks, and keeps operations flowing without constant manual oversight.

Tech Enthusiasts push the boundaries of what's possible. User "AlbertMoral" runs OpenClaw on a Raspberry Pi, building websites entirely through their phone. "bangkokbuild" uses their AI to shut down their own computer—including the AI itself—demonstrating complete control over their digital environment.

Productivity Power Users leverage OpenClaw for comprehensive personal management. User "lycfyi" uses their AI for design work, code reviews, tax preparation, project management, and content pipelines. User "jdrhyne" cloned their own AI assistant and now runs three instances simultaneously, each handling different aspects of their digital life.

Health & Wellness Enthusiasts connect OpenClaw to their fitness data. The AI fetches information directly from WHOOP and other health devices, providing updates and summaries. It can even "control my room's air quality according to my biomarker optimization goals"—a truly personalized health companion.

Home Users appreciate having an intelligent assistant for everyday life. OpenClaw has helped users "submit health reimbursements, find doctor appointments, locate and send documents." It checks you in for flights, manages calendar reminders, and handles the small tasks that add up to big time savings.

The common thread? Every user describes OpenClaw as something new and transformative. Comments like "iPhone moment," "early AGI," and "the future has arrived" appear repeatedly. As one community member expressed: "This is the first software that makes me consistently check GitHub for new releases."

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Getting Started

Ready to bring your own AI assistant to life? Here's how to get OpenClaw running in minutes.

Platform Requirements: OpenClaw runs on macOS, Linux, and even Raspberry Pi. If you have a computer, you can probably run it. The lightweight design means even modest hardware handles the workload.

Installation Steps:

1. Clone the OpenClaw repository from GitHub
2. Configure your LLM API key (supports Claude, OpenAI GPT models, MiniMax, and others)
3. Start the OpenClaw service
4. Connect your preferred communication channel (Telegram, WhatsApp, or iMessage)

The setup process is straightforward for anyone comfortable with basic command-line operations. The GitHub README provides detailed instructions, and the community is active on Discord for troubleshooting.

Quick Start with Telegram: The easiest way to experience OpenClaw is through Telegram. Create a new bot through Telegram's @BotFather, add your bot token to the OpenClaw configuration, and you're ready to go. Send your first message and watch your AI assistant come to life. Within minutes, you can be commanding your AI to check emails, manage calendars, or automate tasks.

Basic Configuration Options:

• Choose your preferred LLM model (balance capability vs. cost)
• Set heartbeat frequency (how often OpenClaw proactively checks in)
• Connect communication channels
• Define initial skills and workflows

Resources Available:

• Comprehensive GitHub README documentation
• Active community support through Discord
• Twitter updates from founder @steipete
• GitHub Issues for bug reports and feature requests

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Frequently Asked Questions