Code Security for Builders at Scale

Why security scale starts with developer trust and how leading enterprises are reimagining AppSec

Move Beyond Coverage. Build Security Developers Trust.

Modern AppSec teams are scanning more code than ever before across distributed repositories, CI/CD pipelines, and AI-generated applications. But more findings do not automatically reduce risk.

As environments scale, the challenge shifts from detection to signal quality, developer trust, and remediation speed.

This whitepaper explores how leading organizations are scaling AppSec with Semgrep’s Code Security for Builders approach, combining deterministic static analysis, AI reasoning, Semgrep Multimodal, and customizable workflows to help teams reduce noise and focus on what actually matters.

Learn how teams use Semgrep to:

• Reduce alert fatigue with higher-confidence findings
• Improve prioritization with AI-assisted reasoning and context
• Detect complex logic flaws and authorization issues
• Accelerate remediation directly in PR and CI workflows
• Scale security without slowing developers down

Download the eBook, Code Security for Builders at Scale Now