
The era of the “brain without hands” left DevOps teams stranded in a manual loop, where high-level artificial intelligence could generate elegant code but remained fundamentally locked away from the production clusters and terminal windows it sought to manage. For many years, the missing link in operational efficiency was not the cognitive ability of large language models, but their lack










