The agent chooses services to use from this catalog based on what the user has asked them to do and the user’s preferences — but the user needs no prior knowledge of what services are offered by which providers, and does not need to provide any input.
关键概念解释：代理通过服务目录自动选择和部署服务，无需用户具备特定知识。
When the agent chooses a service and provisions it (ex: `stripe projects add cloudflare/registrar:domain`), it provisions the resource within a Cloudflare account.
关键概念解释：服务配置指的是在Cloudflare账户中为特定服务创建和配置资源的过程。
These build on prior art and existing standards like OAuth, OIDC and payment tokenization —but are used together to remove many steps that might otherwise require a human in the loop.
关键概念解释：该协议结合了OAuth、OIDC和支付令牌化等现有标准，以自动化流程，减少人工干预。
We realized we were optimizing the wrong thing. We were orienting our system around coding sessions and merged PRs, when PRs and sessions are really a means to an end.
关键概念解释：理解软件工作流程应以最终成果为导向，而非仅仅关注会话和合并请求。