I think every CLI is agent native when invoked from claude or any coding agents.

I was really suprised today. We at adaptive [1], is an access management platform to access psql, mysql, vms, k8s etc. When you use `adaptive connect <db-name>` it would connect create just-in-time tunnel and connect the user to the database. You cannot do traditional psql operation etc. That design is by choice.

Today I was trying to invoke it via claude, and, god damn, it found a way to connect. It create a pseudo shell in python, pass the queries and treat our cli like a tool. This would have been humanly not possible. Partly because, you would like about risks, good practice/bad practice, would be scared to execute and write code like that, and it just did it and acheived the goal.

[1] https://adaptive.live