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OpenAI's Codex now encrypts instructions between AI agents, leaving developers blind to internal delegation

OpenAI's Codex now encrypts internal AI agent instructions, obscuring delegation for developers. This mandatory encryption for larger models like Sol and Terra limits visibility into how tasks are broken down and executed. Developers can no longer directly observe the internal delegation process, impacting debugging and understanding of agent behavior.

The Decoder·Jul 15, 2026

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