FastClaw is a local-first AI agent that runs directly on your computer and performs real actions — opening apps, searching files, running terminal commands, and controlling your browser. It combines system-level control with persistent memory and an internal reasoning loop, so it remembers context across sessions and adapts to your workflow. Works with OpenAI, Groq, Claude, or local models.