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Pixee Blog
How to Secure the 77% of Code You Didn't Write
Arshan Dabirsiaghi
December 02, 2025
13 min read
Analysis of 20 industry reports reveals why 252-day MTTR persists despite SCA adoption. Learn what data shows about closing the supply chain security gap.
The AppSec Maturity Model: From Detection to Resolution
Victor Sowers
December 02, 2025
7 min read
Diagnose where your AppSec team is stuck: triage bottleneck, capacity constraints, or data governance? This maturity model helps identify which remediation investments address your bottleneck.
Machine-Speed Triage: The Three Intelligence Types Security Needs Now
Surag Patel
November 24, 2025
9 min read
Security teams make three triage decisions (false positive, won't fix, re-score) before any fix happens. Why one-third automation isn't enough.
When Half Your Security Leaders Are Too Burned Out to Protect You
Surag Patel
November 18, 2025
6 min read
Why 50% of CISOs are burned out: it's the dual pressure of AI-enabled attack surfaces and pressure to reduce headcount, plus tool sprawl that fails to protect against known vulnerabilities.
How to Reduce Your Security Backlog: 4-Step Plan to Cut Vulnerabilities
Victor Sowers
November 11, 2025
17 min read
66% of orgs have 100K+ vulnerabilities in their backlog. Learn the 4-step framework to eliminate security debt with automated vulnerability remediation.
Why General Security Copilots Might Not Work in Enterprise AppSec
Victor Sowers
MMMM 10, 2025
6 min read
Why GitHub Copilot Autofix isn't enough for enterprise security. Learn how Context Engineering delivers 76% merge rates through architectural precision.
Google CodeMender just validated autonomous patching. Enterprise readiness takes more.
Surag Patel
Oct 9, 2025
6 min read
Research proves AI can fix code in OSS. Enterprise rollouts demand tenant context, governance, and proof. · Google’s CodeMender is a genuine leap...
More Isn't Always Better, But AI Makes That Irrelevant
Arshan Dabirsiaghi
Oct 1, 2025
4 min read
The Counterintuitive Choice Breaking Today’s Security Programs Every CISO faces a moment of truth during application security tool evaluation and...
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