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Developer Tools

Should a bot bump your Node.js version? LTS lines explained

Runtime bumps differ from library bumps. Stay on a supported LTS line, move on a schedule you choose, and let a bot propose the change but not merge it.

Oct 18, 20264 min read
Developer Tools

How do you share one Renovate config across an entire organization?

Shareable Renovate presets let a platform team set update rules once. How to host one, reference versions, and let teams opt out in a controlled way.

Oct 18, 20263 min read
Developer Tools

Why does my diff-based scan fail in CI after a shallow checkout?

The default checkout fetches one commit, so a diff against main has nothing to compare. Raise fetch depth or fetch the base to fix changed-file scans.

Oct 18, 20264 min read
Developer Tools

Which GitHub Actions org settings should a platform team lock down?

Three organization level GitHub Actions settings give platform teams broad control: allowed actions, SHA pinning, and default token permissions.

Oct 18, 20263 min read
Developer Tools

How should you manage service accounts and API tokens for AppSec in CI?

A practical setup for scanner tokens in CI: dedicated service accounts, narrow scopes, secret storage, rotation and logging, with a pilot test list.

Oct 18, 20264 min read
Developer Tools

How do you build a test set to evaluate an AI code reviewer?

Build a small test set of vulnerable and safe code pairs from your own repos, label each by hand, and score an AI reviewer on what it flags and misses.

Oct 18, 20265 min read
Developer Tools

Seed corpus and dictionaries: how to give a fuzzer a head start

Small valid samples and a token dictionary help a fuzzer reach deep code fast. How to pick seeds, trim a corpus, and write a dictionary for your format.

Oct 18, 20264 min read
Developer Tools

What if the security fix breaks the build? A step by step approach

When a security upgrade breaks the build, isolate the change, read the release notes, test, and fall back to a mitigation with an expiry. Steps inside.

Oct 18, 20264 min read
Developer Tools

What should a platform team require before adopting a security tool?

A requirements checklist for platform and DevOps engineers evaluating security tooling: automation, identity, data, performance, failure modes and exit.

Oct 18, 20263 min read

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