Any organization that vibecodes a significant amount of software in-house instead of buying it will not be reducing developer headcount. I'd bet on it.

The CTO or EngDir will not be able to run 10x10 agent-cli sessions, or review 50 vibe coded PRs per week, no matter how capably autonomous the agents become.