All topics
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 reportWhy 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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