[I work for Slack, opinions very much my own] Having agents see everything you and your colleagues see is cool. The challenge comes when you want to make certain things private to certain people. In that world you don’t want multiplayer agents leaking data, so you end up having to write and maintain complex rulesets about what specific resources agents have access to. Single-player agents, on the other hand, are much…
In our cloud harness we have the notion of shared and private secrets. When something is authenticated with a shared secret it is basically something that can be used in a public setting. If something is private then it can be only accessed via trusted channel. It works for slack, telegram, etc.
In fact, our slack agents are very strong this department and it is guaranteed there is zero leak of private information.