- Engineer — Learn: GitGuardian’s 2026 data showing AI-assisted commits leak secrets at twice the rate of human-written code is worth internalizing; audit whether your CI/CD pipelines have automated secret scanning enabled on AI-heavy repos before this statistic becomes your incident.
- SOC/IR — Skip
- Leader — Plan: If your engineering teams are adopting AI coding assistants, this report’s doubling of credential exposure rates warrants establishing or tightening AI tool policies and mandatory secrets-scanning requirements this quarter before an exposed credential becomes a breach.