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Developer Tools

How do you stop security scans from overlapping in GitHub Actions?

Use a concurrency group so only one scan runs at a time, then choose whether to replace pending runs, cancel running ones or queue them up in order.

Oct 18, 20263 min read
Developer Tools

Precision or recall: which matters more for an AI security reviewer?

Precision is how many flags are real, recall is how many real issues it finds. Favour one or the other depending on where the reviewer sits in your flow.

Oct 18, 20264 min read
Developer Tools

Policy, gate or guardrail: what is the difference for AI code?

A policy states the rule, a gate checks it at a point in the pipeline, and a guardrail limits what a tool can do. How the three work together for AI code.

Oct 18, 20263 min read
Developer Tools

What does ~> mean in a Podfile, and are git sources safe?

The ~> operator allows updates within a range, and :git sources skip the registry. Learn what each lets in and how to keep Podfile choices reviewable.

Oct 18, 20263 min read
Developer Tools

pod install vs pod update: which one is safe to run in CI?

pod install honours Podfile.lock, pod update ignores it. Learn which to run in CI, which to run by hand, and why the difference matters for security.

Oct 18, 20263 min read
Developer Tools

Should your Helm chart ship a PodDisruptionBudget?

A PodDisruptionBudget limits voluntary evictions during node patching. When a vendor chart should include one, with values by workload type.

Oct 18, 20263 min read
Developer Tools

Which lockfile does a scanner read in a pnpm workspace?

A pnpm workspace keeps one pnpm-lock.yaml at the root by default. Learn what that means for scan scope, per-package results and the per-project option.

Oct 18, 20263 min read
Developer Tools

Why does pnpm ignore build scripts and how do I approve them safely?

pnpm blocks dependency build scripts until you approve them. Learn what strictDepBuilds does, how to approve by name, and why to avoid allowing all builds.

Oct 18, 20263 min read
Developer Tools

Why did pnpm block a dependency's build script, and how do I approve it?

pnpm holds dependency build scripts until you approve them. Learn allowBuilds, strictDepBuilds, the v11 change to onlyBuiltDependencies, and what to skip.

Oct 18, 20263 min read

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