OpenAI has recently published a detailed architecture description of the Codex App Server, a bidirectional protocol that decouples the Codex coding agent's core logic from its various client surfaces.
The moment an AI system can read internal systems, trigger workflows, move money, send emails, update records or approve actions, the risk profile changes.
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