Stop hiring junior engineers - hire domain experts with decades of experience and pair them with AI

Situation

Peter stated in the Brian/Brady sync that he is no longer hiring junior engineers. He hires domain experts with a couple of decades of experience and pairs them with AI, because the expert can judge whether an AI-built thing is architected, structured and backed up properly, and a new graduate cannot. Raised while explaining why Ryan citizen-developer team (smart, well-tooled, not software engineers) should not ship and maintain customer-facing tools.

Reasoning

In AI-assisted development the scarce input is judgment, not typing: knowing whether something is stable enough to ship and what problems it will create. Writing the tests that drive AI development requires either an intrinsic understanding of the system or long testing experience. Juniors cannot supply that judgment, so the hiring profile shifts to seniority plus AI.

Additional Context

Stated as current practice rather than announced as new. Brian added a QA-engineer analogy; Peter agreed and noted his own shift to test-driven AI development. Consistent with the same-week call that Nathan next manager must have managed before.

Observed Evidence

Direct quote in the Brian/Brady sync.

Confidence Breakdown

Reasoning Depth Analysis