Swark is a VS Code extension that uses large language models to automatically generate architecture diagrams from code. It integrates directly with GitHub Copilot, requiring no additional authentication or API keys. The LLM processes the codebase and produces visual representations of system architecture, eliminating the need for manual diagram creation.