AI teammates for GPU infrastructure

The next useful AI teammate may not write prose. It may keep expensive infrastructure alive, scheduled, and sane.

That makes it a strong vertical for AI teammates. The work has structured signals, repeatable playbooks, and enough operational pain to justify automation.

The best agents here will start with monitoring and recommendations. Trust is earned before remediation is delegated.

This is the larger pattern I care about: domain-specific agents that go deep enough to be useful, not general assistants pretending to know every job.

Harshith Vaddiparthy works with founders, operators, and teams on practical AI products, workflows, advisory, training, and mentorship. This no-JavaScript version preserves the page's core information and navigation.