Agent workspace grounded in company context – Each conversation is tied to the organization's curated knowledge, tools, and data. The workspace includes an isolated runtime where agents can write and run code .
Personal, modifiable apps (Gadgets) – Users can ask the workspace to build full-stack applications with client code, server code, an API, and durable state. Each app runs as a Dynamic Worker with its own Durable Object Facet and isolated SQLite database. Apps are private by default but can be shared as blueprints, allowing others to create their own copies .
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:
Cloudflare OS supports any AI model through Cloudflare AI Gateway . Administrators can :
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 .
Cloudflare named two system integrators as launch partners for enterprise deployments :
These partners provide enterprise deployment channels alongside Cloudflare's developer-led open-source adoption motion .