As coverage expands across repos and teams, detection outpaces remediation. More alerts don’t equal less risk — this is the illusion of coverage. False positives compound, trust drops, and friction returns. Teams also face slow pipelines, inconsistent feedback, and hard-to-enforce policies across large, mixed codebases.
At scale, even small drops in signal quality can translate into thousands of unnecessary alerts, overwhelming developers and slowing remediation.
This webinar and live demo explores how to scale Code Security for Builders. We’ll cover why coverage alone doesn’t reduce risk, how signal quality drives adoption, and how enforceable policies with Semgrep AI help teams move from visibility to remediation.
We’ll also explore how modern teams combine deterministic analysis, AI reasoning, and application context to deliver consistent, high-confidence results at scale.
You’ll also see fast scanning at scale, consistent policy enforcement, and findings developers can fix quickly.
Live demo highlights:
- High-speed scanning across large repositories without slowing CI pipelines
- High-confidence findings developers can act on immediately
- AI-assisted prioritization and remediation guidance in PR and CI
- Detecting malicious packages and managing third-party code risk
- Enforceable security policies that scale across teams and repositories