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 architecture mitigates the risks of autonomous coding agents. Developers can now deploy agentic workflows with concrete guardrails against system-level breaches and non-compliant executions.