It has been said here ad nausea - overhiring during covids, everybody was cargo culting amazon but there was only 1 amazon. Some folks were fired right when that whole charade with massive restrictions ended overnight, some were left around because times were good and money cheap. Thats over now so next waves.

In many corporate places including mine, software dev team's work is maybe 20% coding, and rest is simply getting things delivered to production and maintaning existing stuff. Nothing keeps working for long if left unattended. And there always multiple layers of test envs to manage, syncing with rest of the projects, troubleshooting/bugfixing, deliveries.

Llms won't help a nanometer here unless companies restructuralize their IT from ground up, firing entrenched teams/managers doing half-nothing. So ie if our team would went from 5->2, we would have 40% of the velocity, maaaybe 50%. Realistically, probably even less (since env maintenance is constant drag on productivity regardless on team's size)