有开发者认为 CLI 智能体已不再是使用智能体的理想界面,这一趋势已持续数月。Grok Bot、Codex app 等新界面更便于发挥智能体能力、扩展智能体工作、协作复杂多智能体系统并管理开发全流程。随着 LLM 在持久性、协调、并行化、工具调用/MCP、记忆、多模态等能力上持续提升,交互入口会越来越简单。
Unfortunately, CLI agents are no longer the ideal interface for working with agents.
This has been the case for months now.
It hurts to say because I have been a heavy CLI user.
The reality is that new interfaces like Grok Bot, the Codex app, and others are so good that they make it easier to take advantage of the new ways to work with agents. They also make it easier to scale agent work, collaborate with complex multi-agent systems, build from anywhere, and manage the development lifecycle smoothly (with little overhead).
This shift will become even more obvious in the coming months as LLMs continue to improve at things like persistence, coordination, parallelization, tool calling/MCP, memory, harness optimization, multimodal capabilities, intent understanding, UI generation, etc. The point of contact keeps getting simpler as agents continue to improve. I expect that pattern to continue.
My rule of thumb now is that I don't want to use an interface that holds the model back or keeps me from leveraging it to its absolute limits.
I am transitioning away from using CLI agents for development. On my last project I transitioned to using grokbots.在 X 查看被引用的帖子
来源:elvis · x.com