Pixee

Pixee is an agentic application security (AppSec) platform that automates the identification, triage, and remediation of software vulnerabilities. The platform is designed to act as an autonomous product security engineer, integrating directly into development workflows to reduce the manual effort traditionally required for security fixing. Pixee focuses on eliminating false positives, which are a major source of wasted time for security and development teams. According to its operational data, the platform achieves a 98% reduction in noise, meaning that almost all alerts it generates correspond to genuine, exploitable vulnerabilities rather than benign code patterns. This high precision allows teams to trust the output and act on it quickly. One of Pixee's core functions is automatic, context-aware fix generation. Rather than merely flagging vulnerabilities for human review, it produces concrete code changes that address the root cause of each issue. These fixes are designed to be mergeable with minimal friction—the platform reports a 76% merge rate, indicating that the majority of generated patches are accepted by developers without significant modifications. The fixes are semantically aware, meaning they understand the broader code context, such as variable types, function usage, and data flow, so the patch does not break existing logic. This approach reduces the back-and-forth commonly seen in traditional vulnerability management, where a security team identifies an issue and developers must spend time understanding, confirming, and patching it. Pixee also includes a semantic triage engine that prioritizes vulnerabilities based on actual risk to the application, not just severity scores. It evaluates factors like exploitability, exposure reach, and business impact,