The Bottleneck Isn't Coding Anymore. It's Verification
DevOps.com, Friday, June 26th, 2026
With AI making code generation nearly free, verification is now the real engineering bottleneck.
The article argues the bottleneck has moved because generation cost has hit zero while verification cost is fixed or rising.
What used to be writing code is now hunting for subtle agentic regressions, a harder second job.
It recommends tracking median PR review time segmented by agent-generated versus human-written changes, warning that no difference means trivial changes or shallow reviews.
It also urges tracking agent failure rates, how often agent-assisted changes get rolled back or cause regressions, which should trend down.
The teams that win will not be the fastest adopters but those that invest in verification capacity, tests, policies, audit logs, and rollout controls.