The author shows that a sandboxed App Sandbox limits a Claude coding agent to a single directory on macOS. By intercepting system calls, the layer blocks unauthorized file writes, reducing permission escalation risk. The approach also logs all agent activity, giving developers visibility into potential misuse. Practitioners can adopt this pattern to harden coding agents without sacrificing productivity.