Six ways to misuse DORA metrics, and the security versions of each
DORA lists common misuses of its metrics. Each has a security twin, from vulnerability count targets to team leaderboards. How to avoid all six.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
DORA lists common misuses of its metrics. Each has a security twin, from vulnerability count targets to team leaderboards. How to avoid all six.
DORA says its metrics fit one application or service at a time. Why a company-wide security average hides risk, and how to roll up per-service numbers.
Speed and security are often framed as a trade-off. What DORA's research says, where the tension is real, and which practices let teams have both.
Funding can improve continuity and review time, but it does not secure a project by itself. What to check behind a sponsor badge before you count it.
More or fewer bounty reports can mean many things: scope, rewards, researcher interest or fixes. See how to read the numbers without fooling yourself.
Industry averages hide huge spread between sectors and flaws. See how to decide whether a published patch time is a fair target for your organization.
A failed security gate in CI is not a DORA change failure, but a security problem found after release can be. How to classify each case consistently.
Security gates add time to lead time for changes, but not always much. How to measure the gate's share of lead time and where the delay really sits.
Your normal deploy rhythm sets a floor under every fix. Here is how change lead time and deploy frequency shape the exposure window, and what to change.
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