[eftalyurtseven]

Makes sense, if your agents need full desktop and GUI automation VMs are the way to go. klaw is more on the headless side, agents talking to APIs, Slack, X, that kind of thing, so the lightweight binary model works. How many agents are you running on Proxmox?

[ed_mercer]

Ahh, that makes sense. Yeah you likely have a very different business model. We're more using them as "AI employees" that help us with tasks. Currently running 4 of these VMs but planning to add more. Note that each VM has a specific role: cluster monitoring, database stats, frontend/backend features (this is where VMs really shine) and a (very experimental) high-level manager.