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Security Guides

How do you measure paved road adoption for security?

Track how many teams onboard, how many stay, and how long a new service takes to reach a secured pipeline. A short metric set with definitions.

Oct 19, 20264 min read
Security Guides

How do you map vulnerable dependencies to the team that owns them?

Route a vulnerable dependency to the right team by tying each manifest to a path owner and a fallback owner. A practical method for legacy code.

Oct 19, 20263 min read
Security Guides

How do you map a repository to the production asset it runs as?

Findings arrive per repository, but risk lives per deployment. Here is how to link repos to running services so exposure and data context apply.

Oct 19, 20264 min read
Security Guides

How should ML teams manage Hugging Face tokens in notebooks and CI?

Use one fine-grained token per app, keep tokens out of notebook cells, and prefer short-lived CI credentials. A practical routine with a leak plan.

Oct 19, 20264 min read
Security Guides

How do you make security docs findable by engineers?

Engineers search in their own words. Use task based titles, add synonyms to the first paragraph, and review failed searches monthly to make docs findable.

Oct 19, 20263 min read
Security Guides

How do you make AI agent logs tamper evident?

Make AI agent logs tamper evident by writing them off the agent's host, restricting access, using read-only storage and checking for gaps. Steps and tests.

Oct 19, 20264 min read
Security Guides

How do you lock down a domain that never sends email?

Park or retire a domain safely: publish a null SPF record, a null MX and a reject DMARC policy so nobody can spoof it. Records and testing steps.

Oct 19, 20264 min read
Security Guides

How do I limit which GitHub Actions my organization can run?

Use the organization Actions policy: allow only GitHub and verified creators or a named list, and require full commit SHA pins. Steps and trade-offs.

Oct 19, 20264 min read
Security Guides

How do you label data sensitivity for vulnerability triage?

Use three or four plain labels, attach one to each asset, and let it raise or lower priority. Here is a starter scheme that needs no data program.

Oct 19, 20264 min read

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