AI agents shift to automated verification

The author argues that as AI agents cross the threshold to match or beat senior engineers on well-specified tasks, the core challenge of software engineering shifts from writing code to rigorous verification. To achieve high throughput reliably, teams must encode development lifecycles, verification scripts, and deterministic guardrails into automated tool workflows rather than relying on agent discretion. Open article →