What modern application security looks like at codebase scale
Security teams need more than alerts to keep pace with codebase scale.
Application security has made significant advances in finding and prioritizing vulnerabilities. But as organizations manage thousands of repositories and AI accelerates software development, the challenge is no longer just detection. Security and engineering teams need to understand how vulnerabilities affect the broader codebase, determine where fixes are needed, and coordinate remediation at scale.
In this session, we'll explore how AI-powered code understanding and agent-assisted code changes can help teams investigate vulnerabilities across complex codebases and accelerate remediation while keeping engineers in control.
What you'll learn
- Why application security breaks down at codebase scale
- How to investigate vulnerabilities beyond individual repositories
- How AI is changing vulnerability investigation and remediation
- What it takes to coordinate fixes across hundreds or thousands of repositories
- What to consider when evaluating security solutions for large codebases
Speakers
