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Developer Tools

OSV aliases, upstream or related: which field links advisories?

OSV records link to other advisories through aliases, upstream and related. Learn what each field means so your tool joins and dedupes records correctly.

Oct 18, 20264 min read
Developer Tools

OSS-Fuzz project files explained: project.yaml, Dockerfile, build.sh

An OSS-Fuzz integration is three files. What each does, which variables to honor, and the helper.py commands to test locally before sending a pull request.

Oct 18, 20263 min read
Developer Tools

OpenLineage basics: datasets, jobs, runs and facets in plain words

OpenLineage is an open specification for lineage metadata. A plain explanation of its three entities, facets, and why naming consistency matters.

Oct 18, 20263 min read
Developer Tools

What is OpenAPI spec drift and how do you detect it?

Spec drift is when your OpenAPI file no longer matches the running API. Learn why it weakens security testing and how to catch it in CI before release.

Oct 18, 20263 min read
Developer Tools

How should open source heavy teams use analyst research?

If your stack leans on open source tooling, analyst reports may under-cover it. Learn how to combine research with open scorecards and your own tests.

Oct 18, 20263 min read
Developer Tools

What goes in a one page security playbook for a development team?

A one page team security playbook covers owners, the pipeline checks, how to handle findings, secrets, incidents and where to ask. Here is a template.

Oct 18, 20263 min read
Developer Tools

How do you onboard a new service to security scanning?

A one page checklist for adding a new service to security scanning: owner, inventory, secrets, dependencies, pull request checks and a first baseline.

Oct 18, 20264 min read
Developer Tools

NuGet packages.config or PackageReference: which gets audited?

NuGet audits PackageReference and packages.config projects at different versions and modes. See what each covers and how to confirm every project ran.

Oct 18, 20263 min read
Developer Tools

How do I set up NuGet package source mapping step by step?

Step by step NuGet package source mapping: what it does, the nuget.config pattern, precedence rules, and the global packages folder trap to avoid.

Oct 18, 20263 min read

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