From AI Code Review to KEV Triage: What Actually Mattered This Week

import Tabs from ' @theme /Tabs'; import TabItem from ' @theme /TabItem'; import TOCInline from ' @theme /TOCInline'; The pattern this week was simple: AI features are shipping faster than teams can review, while security advisories keep proving that “log-only” posture is a liability. The useful signal came from governance tooling, exploit intelligence, and boring upgrade discipline, not launch-day marketing copy. AI Coding Moved from Autocomplete to Governance GitHub crossing 60 million Copilot code reviews is the clearest “scale signal” in this batch. Not because volume is inherently good, but because review throughput is now a bottleneck for teams adopting AI-assisted code generation. GitHub + Andela reporting production learning loops tells the same story: real adoption happens when AI output is reviewed inside existing delivery systems, not in isolated demos. AI coding adoption automatically improves code quality . It improves speed first. Quality only follows when review policy c