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Security Guides

Should an automation trust data that comes from a connected app?

No. Data pulled from a connected SaaS app is untrusted input. A checklist for validating fields, limiting redirects and bounding what automations do.

Oct 18, 20264 min read
Security Guides

Should AI agents be allowed to open pull requests on your repositories?

An AI agent opening pull requests can be safe if it cannot merge, uses a scoped identity and a human reviews. Conditions, risks and a rollout path.

Oct 18, 20263 min read
Security Guides

Should Kubernetes admission control block images with critical CVEs?

Blocking at admission stops known-bad images but can also block a hotfix. A decision guide for when to deny, when to warn, and what to exempt.

Oct 18, 20263 min read
Security Guides

Should a security gate ignore vulnerabilities with no fix?

Blocking on a flaw nobody can fix stalls releases. Learn when to hide unfixed findings, when to still act, and how to keep them from going stale.

Oct 18, 20263 min read
Security Guides

Should a security finding fail the build? A decision table

Fail the build only for findings that are new, high confidence and reachable or actively exploited. Warn on the rest. Here is a table to set the line.

Oct 18, 20264 min read
Security Guides

Should a penetration test run in production or staging?

Staging is safer but may differ from production, while production is accurate but risky. A decision guide with the safeguards each choice needs.

Oct 18, 20263 min read
Security Guides

Should a Kubernetes operator have cluster-admin? What to check

Operators rarely need cluster-admin. Read the ClusterRole before install and challenge wildcards, escalate, bind and Secret access. A short checklist.

Oct 18, 20263 min read
Security Guides

Should a hotfix skip the vulnerability scan?

A hotfix should not skip the scan. Run a narrower, faster gate before release and finish the full scan right after, with the decision recorded either way.

Oct 18, 20263 min read
Security Guides

Should a CI gate block on known exploited vulnerabilities?

Yes, as a rule that outranks the score: a flaw confirmed as exploited in the wild should stop a build at any CVSS band. How to add it, and its limits.

Oct 18, 20263 min read

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