Castra gives AI agents a safe place to run code. Every execution request is isolated in a subprocess with a configurable timeout and output cap — no code escapes the sandbox, and every submission, exit code, stdout, and stderr is stored for audit. For LLM-powered workflows that generate and execute code dynamically, Castra provides the security boundary that makes autonomous code execution safe enough for enterprise deployment.