Pixee Blog

AppSec teams spend 80% of time on triage, not fixes. At $150-200K salaries, that's $120-160K/year per engineer on work that could be automated.

Q4 2025 AppSec breakdown: AI code has 2.74x more vulnerabilities. 50% of CISOs report burnout. 25,000 npm packages compromised. The 10 stats that mattered.

CodeRabbit, OX Security, Veracode, Checkmarx, and Black Duck research reveals AI-generated code ships with 2.74× more security flaws. Analysis and solutions.

AppSec context graphs capture decision traces, not just vulnerabilities. Why this architectural shift will define the next generation of security infrastructure.

Most enterprises are stuck at Level 1-2 of AppSec maturity. This framework reveals where you're blocked and what's required to break through.

Eight forces drive on-premises AI security adoption: AI code explosion, data sovereignty requirements, SEC liability, and cloud AI risks. Why enterprises act now.

66% of orgs face 100K+ vulnerability backlogs. Critical flaws sit unpatched for 252 days. Here's the systemic breakdown driving the AppSec crisis.

Introducing Pixee SCA: AI-native automated triage for Software Composition Analysis. 10x better reachability analysis eliminates false positives at scale.