Hardcoded Secrets in AI-Assisted Code: The Throughput Problem

GitGuardian found 29M hardcoded secrets in 2025, up 34% YoY. The real problem isn't AI writing bad code — it's that AI-accelerated commit velocity breaks your existing detection tooling.