How Aikido uses AI to find the only vulnerabilities that matter

Mackenzie Jackson, Field CTO at Aikido Security, argues that the future of AppSec isn’t finding more problems, but finding the few that actually matter.

He explains how Aikido maps data flow across an application to auto-ignore false positives, uses an AI triage agent to surface only what is genuinely exploitable, and auto-fixes multi-file exploits in a sandbox before returning the code.

If your team is drowning in vulnerability noise while AI speeds up your release cycle, this one’s for you.