Network policies and agent-native telemetry now secure how OpenAI runs Codex. The lab employs strict sandboxing and approval workflows to prevent unauthorized code execution. This infrastructure mitigates the risks of autonomous coding agents. Developers can now implement these safety patterns to ensure compliant agent adoption in production environments.