OpenAI released Codex Cloud with Tailscale VPN support as its sole integrated provider, surprising Tailscale with an unplanned integration that required no partnership or custom API. The integration allows paid ChatGPT users to access resources within their Tailnet from cloud-based coding environments, though with security limitations around HTTP/HTTPS and IPv4-only connectivity.