We break down OpenAI Python SDK 0.154.0 for Codex, including ExternalMessage for injecting live context from CI, webhooks, and telemetry into active runs, plus the security implications of tool-level authority. The episode also covers late-attaching turn handles, ultra reasoning effort, tiered service control, HookMetadata breaking changes, selective history loading, and other upgrade notes.