Security Guides
How do you mask test data without breaking joins and tests?
Mask test data with a consistent keyed mapping so the same input always gives the same fake value, and foreign keys and joins keep working fine.
Oct 19, 20264 min read
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How do you keep finding age and SLA from resetting in a new scanner?
Store the original first detected date as its own field when you migrate scanners so finding age and SLA reports stay honest instead of restarting.
Oct 19, 20264 min read
Security Guides
How do you keep donor spreadsheets and exports safe?
Donor lists often live in spreadsheets and email attachments. Here is how a small nonprofit can limit copies, control access and delete exports on time.
Oct 19, 20263 min read
Security Guides
How do you stop AI coding agent settings from drifting over time?
Stop coding agent settings drifting: keep a baseline in version control, enforce it centrally where possible, and check real machines on a schedule.
Oct 19, 20263 min read
Security Guides
How do you keep image admission exemptions from becoming permanent?
Every admission policy grows exemptions. A register with an owner, reason and expiry for each one stops them turning into silent permanent holes.
Oct 19, 20264 min read
Security Guides
How do you keep a scanner comparison from going stale before you decide?
Vulnerability data and code change daily, so a comparison ages fast. Date every result, rerun the key tests before signing and keep the evidence log.
Oct 19, 20264 min read
Security Guides
How do you keep a Hugging Face token out of a Docker image?
Do not pass the token as a build argument or environment variable. Use a build secret mount, then pull models at run time with a scoped, short-lived token.
Oct 19, 20264 min read
Security Guides
Why must the Kafka KRaft controller listener be separate and isolated?
In KRaft, controllers need their own listener, separate from the inter-broker one, and clients never use it. How to configure and isolate it.
Oct 19, 20264 min read
Security Guides
How do you keep secrets out of Kafka Connect connector configs?
Kafka Connect ConfigProvider lets connector configs hold variables that resolve at run time, so secrets stay out of stored configs and REST responses.
Oct 19, 20264 min read
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