metrics
Safeguard articles tagged "metrics" — guides, analysis, and best practices for software supply chain and application security.
17 articles
The DevSecOps metrics that actually indicate program maturity
CISA's KEV directive now demands 3-day fixes for the riskiest bugs. Here's why raw finding counts are the wrong way to measure a DevSecOps program.
Measuring AppSec ROI: Metrics That Prove Your Program Works
You cannot fund an application security program on fear forever. Here is how to measure AppSec ROI with metrics executives believe — cost avoided, MTTR, and the leading indicators that predict both.
Software Supply Chain Security for Engineering Managers
Engineering managers sit where delivery pressure meets inherited risk. Here is how to own dependency security without stalling the roadmap — what to prioritize, which metrics to track, and how to make remediation a normal part of the sprint.
Vulnerability Management Dashboard Blueprint 2026
A 2026 blueprint for vulnerability management dashboards: which metrics belong on executive, manager, and engineer views, and how to avoid the common failure modes.
How Reachability Cuts Your Vulnerability Backlog 80%
The 80% backlog reduction from reachability isn't marketing. It's a measurable property of how transitive dependency graphs actually expose risk to a specific application.
Vulnerability Management SLA Benchmarks 2026
What credible 2026 vulnerability management SLAs look like across severity tiers, internet exposure, and reachability — with data from real programs.
Enterprise AI Metric Design For Executive Reporting
AI-for-security metrics that show up on board slides are different from the ones engineers use day-to-day. Designing both sets properly is the work.
Supply Chain Security KPIs for Engineering Leaders
If you cannot measure your supply chain security posture, you cannot invest in it. Here are the KPIs that separate real programs from the theater.
Supply Chain Security Metrics for Executive Reporting
A field-tested board-level metrics framework for supply chain security, covering MTTR, reachable risk, SBOM coverage, and vendor posture with dollar-tied targets.
How to Build a Vulnerability SLA Dashboard
Track remediation SLAs across projects with a self-service dashboard that surfaces aging findings, breach risk, and team accountability — complete code inside.
OpenSSF Scorecard Adoption Metrics: Late 2024
OpenSSF Scorecard crossed 1M scanned repos in October 2024. We break down adoption, score drift, and which checks are actually predictive.
Mean Time to Remediation Benchmarks: How Fast Should You Be Patching?
MTTR is the most important vulnerability management metric. But what is a good MTTR? Industry benchmarks, realistic targets, and strategies for improvement.