AI speeds up writing code. It doesn't automatically speed up delivering it.
AI increases code volume. More PRs, more commits, more CI runs. If your Mac build infrastructure was sized for pre-AI velocity, it's now undersized.
Build queues get longer. Wait times go up. Infrastructure that was already too slow doesn't improve when you ship more code.
That's what Orka is built for: elastic Mac VMs that provision in seconds and don't carry state between runs.