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When Sub-Agent Prompts Go Dark: Encrypted MultiAgentV2 in Codex
agentic ai & tooling Jul 14, 2026 6 min read

When Sub-Agent Prompts Go Dark: Encrypted MultiAgentV2 in Codex

Codex’s MultiAgentV2 started encrypting sub-agent `message` payloads, storing only ciphertext (`encrypted_content`) and leaving plaintext empty (`content`). That improves privacy, but can erase the readable delegation details in rollout/history, making audits and debugging harder.

by ahsan
#agentic ai security #codex #encryption #multi-agent #observability

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