What OpenClaw is
OpenClaw is an open-source agentic CLI. It runs an autonomous agent loop with file editing, shell execution, and tool calls — designed for engineering tasks but flexible enough for browser automation when given the right tools.
VulpineOS uses OpenClaw as its agent execution layer. We don't replace it; we bolt on the things you need to operate hundreds of OpenClaw agents in parallel against real, adversarial websites.