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Tagged “verification”

2 articles
Code quality & testing

AI writes releases faster than your test rig can pretend to grade them

A DevOps.com column locates the real bottleneck of AI-generated code at release verification, and warns against letting one model both write and grade its own changes.

Aug 17, 2026 · Tomás Vega
Platform engineering

When async agents outnumber humans, code review stops being the verification layer

A piece in The New Stack picks up Ido Pesok's disclosure from Cognition that more Devin runs are now triggered asynchronously, by events, schedules, automations and other agents, than by people. The argument: once the trigger ratio flips, verification has to move out of code review and into the runtime that CI/CD owns.

Jun 17, 2026 · Priya Nair
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