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Developer Tools

How do you detect scanner configuration drift from the repo?

Console edits, local overrides and expired exclusions let live scanner settings drift from reviewed config. Diff effective settings against source daily.

Oct 19, 20264 min read
Developer Tools

How do you detect a silent behavior change after an upgrade?

The worst upgrade bugs raise no error, they return different results. Catch them with output diffs, shadow comparison, invariants and result metrics.

Oct 19, 20264 min read
Developer Tools

How should a developer's first security finding look?

A developer's first security finding sets their view of the whole program. Choose a clear, real, fixable one and explain it kindly. A design guide.

Oct 19, 20264 min read
Developer Tools

How wide should a design system's peer dependency range be?

A design system's peer range should cover the host versions you test in CI, no more. Why wide ranges mislead consumers and narrow ones stall updates.

Oct 19, 20264 min read
Developer Tools

Can you get a resolved dependency graph from an API without a lockfile?

The deps.dev API can return a resolved dependency graph for a package version in npm, Cargo, Maven and PyPI. Learn what it gives you and its limits.

Oct 19, 20264 min read
Developer Tools

SDK deprecation warnings: which ones should block the merge?

Not every deprecation warning is equal. A triage rule for SDK upgrades: what blocks a merge, what gets a ticket with a date, and what can be ignored.

Oct 19, 20264 min read
Developer Tools

How do I retire an insecure API in my library without breaking users?

Deprecate in a minor release, document the replacement, then remove in the next major. A timeline for retiring an unsafe function under SemVer.

Oct 19, 20264 min read
Developer Tools

Deploy key or personal access token for a server that pulls one repo?

A GitHub deploy key is an SSH key tied to a single repository, while a personal token acts as you. Compare scope, write risk and revocation to choose.

Oct 19, 20264 min read
Developer Tools

How often should a team do dependency upgrade days?

How often to run a dependency upgrade day depends on team size and test coverage. Get a cadence guide, a simple agenda, and signs to speed up or slow down.

Oct 19, 20264 min read

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