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Security Guides

How do you report vulnerabilities fixed versus introduced by a release?

Scan both release SBOMs against the same advisory data on one date, then compare findings: fixed, introduced and carried over. Same source, or it misleads.

Oct 19, 20263 min read
Security Guides

Diff-based or baseline: which secure code review do you need?

A baseline review reads a whole codebase once, a diff-based review reads each change. When to use each and how to combine them without doubling the work.

Oct 19, 20264 min read
Security Guides

How do you stop development keys shipping in production hardware?

A development signing key or test credential in a production device is a common launch mistake. Here is a short process that catches it before units ship.

Oct 19, 20263 min read
Security Guides

Five survey questions to measure developer friction from security checks

Pipeline data shows what happened, not how it felt. Five short survey questions that measure developer friction from CI security checks, and how to act.

Oct 19, 20263 min read
Security Guides

Do development dependency findings in an SCA report matter?

Development dependency findings matter less than runtime ones, but not zero. How to read scope in an SCA report and decide what to fix first.

Oct 19, 20263 min read
Security Guides

What should a design review ask before adding a third-party API?

Ten questions a product team should answer in design review before wiring in an external API: data sent, auth, failure mode, exit plan and inventory row.

Oct 19, 20263 min read
Security Guides

How do you describe a penetration test to a customer without the report?

Customers ask for pen test proof. What a summary letter should state, what to withhold, and how to word scope and findings truthfully without overclaiming.

Oct 19, 20264 min read
Security Guides

A deploy starter workflow: add environments and required reviewers

Deployment templates often run on any push. Put the deploy job behind a GitHub environment with required reviewers so a person approves first.

Oct 19, 20263 min read
Security Guides

Why do deploy keys survive a contractor's offboarding?

Deploy keys belong to a repository, not a person, so removing a contractor leaves them live. Find, rotate and replace them as part of every exit.

Oct 19, 20264 min read

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