1) Reliable sandbox 2) Nixos makes it easy for agents to research, debug and patch every aspect of the system, even applying kernel patches for the sake of debugging 3) CLI-oriented toolchains. Claude spent around 17 hours trying to set up xcode publishing and in the end just told me to press the button once Organizer pops up. 4) Containers