Quality & Risk.
Track the signals that reflect software quality, stability, and security. This category helps teams monitor defects, failures, vulnerabilities, and the broader risks that impact delivery confidence.
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Defect Escape Rate (DER): A Comprehensive Guide
Defect escape rate (DER) is the percentage of bugs or issues that are discovered in production after a release, compared with the total number of defects found across the software delivery lifecycle. It measures how many defects “escaped” pre-release detection and reached end users. Therefore, DER…
Patch Management Efficiency
What It Is, Why It Matters, and How Organizations Measure It
Time to Detect Vulnerability (TTDV)
Time to Detect Vulnerability (TTDV) focuses on how long the team takes to discover the vulnerability after it is introduced into a system.
Time to Mitigate Vulnerability (TTMV)
A Complete Guide to Key DevSecOps Performance Metric
Understanding System Hardening Timelines in DevSecOps Environments
System Hardening Timelines refer to the amount of time required for a newly deployed system or infrastructure component to reach a secure configuration that meets established security standards. The metric focuses on how quickly security controls, configuration policies, and baseline protections…
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Shipping fast only creates value if what you're shipping is reliable and secure. This section covers the metrics that indicate whether quality and risk are actually under control: how quickly vulnerabilities are detected, how efficiently patches are applied, and what the broader signals of software stability look like across your delivery lifecycle. As engineering teams move faster, especially with AI-assisted development in the mix, having clear visibility into defects, exposure windows, and remediation rates becomes less of a nice-to-have and more of a core operational requirement.
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