TL;DR - Codex CLI's MultiAgentV2 now encrypts all sub-agent instructions in local logs after PR #26210 (merged June 5, 2026), leaving developers with unreadable ciphertext where task descriptions used to be. - Only OpenAI's Responses backend can decrypt these messages. Your local client, your audit