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Enterprise AI agent security

Codex enterprise security

Codex and cloud-hosted coding agents execute against your repositories and CI context. Enterprise teams need the same question answered on every action: is this autonomous operation allowed under our policy, on this machine, now?

Control point

Separate the developer’s authority from the coding agent’s — enforce at shell, MCP, and file operations.

Developer session

Human intent

Coding agent

Claude Code · Cursor · Codex

Repo & tests

Typically allow

Credentials

Agent block

Prove exposure in your environment

The AI Agent Exposure Assessment runs Audit Mode on a pilot developer group for fourteen days and delivers evidence your security leadership can act on — then you enforce what matters.

Get your exposure report

Why generic cloud controls fall short

  • Vendor guardrails do not map to your internal credential and production rules.
  • Actions still land on endpoints and runners with local privilege.
  • Governance dashboards do not replace enforcement at the action.

What to deploy

  • AgentProtect-style boundaries on runners and developer endpoints.
  • Assessment-first rollout: prove where Codex-linked automation can reach.
  • Integration with existing SIEM for decision telemetry.

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