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Developer Tools

How do I prove NuGet Audit actually ran on every project in CI?

A quiet restore can mean no findings or no audit. Use RestoreProjectsAuditedCount in a solution targets file to fail CI when a project was not audited.

Oct 18, 20264 min read
Developer Tools

How do I point an npm scope at a private registry?

Add one line to .npmrc to send an npm scope to your private registry, scope the auth token correctly, and check that nothing falls back to the public one.

Oct 18, 20263 min read
Developer Tools

How do you plan a runtime upgrade before end of life?

A step by step plan to upgrade a runtime or framework before its end-of-life date: scope, target, testing, rollout and a gate that stops drift.

Oct 18, 20263 min read
Developer Tools

How do I pin pip requirements with hashes, step by step?

Step by step guide to pip hash-checking mode: generate pinned hashes, install with require-hashes, handle platforms, and know what hashes do not prove.

Oct 18, 20263 min read
Developer Tools

How do you pin dbt packages so every run installs the same code?

Steps to pin dbt packages: exact versions, full commit hashes, a committed package-lock.yml, and a deliberate upgrade routine that you can review.

Oct 18, 20263 min read
Developer Tools

How do you pin an ML stack with pip hashes and a model revision?

Pin every Python package with hashes and every model with a full commit hash. Steps for pip hash checking mode and a short ML reproducibility checklist.

Oct 18, 20264 min read
Developer Tools

How do you parse a package URL (purl) correctly, step by step?

Parse a purl from right to left: subpath, qualifiers, scheme, type, version, name, namespace. Follow the official order to avoid splitting on the wrong slash.

Oct 18, 20264 min read
Developer Tools

How do you parse a CVSS vector string in v3.1 and v4.0?

A CVSS vector string is a slash separated list of metric:value pairs. Here are the parsing rules for 3.1 and 4.0, and the traps that break naive parsers.

Oct 18, 20264 min read
Developer Tools

How do you make GitHub code scanning block a pull request?

Use a branch ruleset with the Require code scanning results rule and alert thresholds. Steps, threshold choices and what to check before enforcing.

Oct 18, 20263 min read

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