Cap'n Web RPC – Client-server communication uses Cap'n Web, Cloudflare's open-source object-capability RPC system. Agents can call the same server methods that human-built apps expose .
Non-technical user empowerment – Employees without developer expertise can research, draft documents, spin up apps, and automate workflows without waiting for IT or engineering teams .
Managed dashboard deployment – A managed deployment option within the Cloudflare dashboard is coming, allowing organizations to run Cloudflare OS directly on their Cloudflare account .
Cloudflare OS introduces a security model built on capability-based access control rather than broad ambient credentials. The core component is the Gatekeeper, a per-service Worker that sits in front of every internal system . Instead of giving agents blanket access via OAuth tokens or Model Context Protocol (MCP), Gatekeepers grant scoped, capability-based access: for example, read issues but not source code, mask particular fields, and apply rate limits
.
Key elements of the security framework:
Additionally, the platform works with local LLMs via Ollama, and Kenton Varda confirmed that running locally can be faster than the hosted version for some workloads .
Cloudflare OS is released under the Apache 2.0 license . The core repository is hosted at
github.com/cloudflare/cloudflare-os . Cloudflare also shipped a separate example-deployment repo that serves as a template for how any organization wires in its own UI, integrations, and skills
. The code is built on Cloudflare's open-source
workerd runtime .
Important caveat: While the license is genuinely open-source, the platform depends on Cloudflare-proprietary runtime primitives (Dynamic Workers, Durable Object Facets, Cap'n Web) that currently run well only on Cloudflare's own infrastructure. This means true vendor independence is limited .
These partners provide enterprise deployment channels alongside Cloudflare's developer-led open-source adoption motion .