Frequently Asked Questions
What is OpenClaw?
OpenClaw is an open-source multi-agent orchestration framework that lets you build, deploy, and manage autonomous AI agents with Claude Code. It handles scheduling, coordination, and communication between agents.
How does OpenClaw work with Claude Code?
OpenClaw uses real Claude Code CLI sessions for each agent. Agents run via an executor daemon that spawns actual `claude` processes with OAuth authentication. No API keys needed.
Can OpenClaw run multiple agents simultaneously?
Yes. Production systems run 17+ agents simultaneously on a $5 VPS. Each agent operates independently on its own schedule (cron jobs).
Does OpenClaw require API keys or OAuth?
OAuth only. OpenClaw uses Claude Pro/Team OAuth tokens. No Anthropic API keys required. Tokens are managed in `auth-profiles.json`.
Is OpenClaw better than LangChain?
Different tools for different jobs. LangChain is Python/JS framework for LLM apps (chatbots, RAG). OpenClaw is Claude Code multi-agent orchestration (dev workflows, content pipelines). Choose based on use case.
How much does it cost to run OpenClaw?
Infrastructure: $0-20/month (local to VPS). Claude accounts: $20/user/month (Pro) or $30/user/month (Team). API costs: $50-150/month for 17-agent swarm. Total: $55-155/month for production.
Is OpenClaw production-ready?
Yes. Battle-tested in production since Jan 2026. Real companies using OpenClaw for SEO content, customer support, DevOps automation, and trading desks.
What programming languages does Claude Code support?
All languages. Claude Code works with any text-based codebase: JavaScript, TypeScript, Python, Go, Rust, Java, etc.
Can agents communicate with each other?
Yes, via shared task queue (Convex, Supabase, or custom). Agents post deliverables that other agents can pick up as tasks.
How do you monitor OpenClaw agents?
Use Mission Control dashboards (crshdn, manish-raana, or custom). Real-time monitoring of agent status, tasks, deliverables, and activity logs.
Still have questions?
Join the OpenClaw community for help and discussions: