fair question and there are lots of overlap, here some diffs we found important for us - 1) the agent never holds your keys and all its traffic goes to onecli gateway. which adds the secret at the moment of the request. 2) our approval mechanism for risky actions like sending an email or deleting data need human approval. 3) each agent gets its own Slack app with a name, and its own avatar. QM uses one shared workspace bot for everyone, in onecli it will be three agents that look like three people in Slack, not one bot.