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Developer Tools

What happens when you open an untrusted repo in an AI coding agent?

A repository can carry config that adds MCP servers, hooks and instructions. Trust prompts exist for this reason, so read them before accepting a folder.

Oct 18, 20264 min read
Developer Tools

What happens to your pipeline when the security scanner is down?

Decide before an outage whether a scanner failure blocks deploys or warns. Set timeouts, a stated fallback and an alert, then test the failure on purpose.

Oct 18, 20263 min read
Developer Tools

What should security scan output look like in your CI logs?

Good scan output leads with a one line verdict, lists actionable items, uses clear exit codes and links to detail. Here is a layout developers can read.

Oct 18, 20263 min read
Developer Tools

What exit codes do dependency audit tools return?

npm audit, pip-audit, composer audit and yarn npm audit exit non-zero on findings. Dependency-Check uses a CVSS threshold, NuGet uses warnings as errors.

Oct 18, 20263 min read
Developer Tools

What files end up in your published npm package? Check before you publish

The files field, .npmignore and .gitignore decide what npm publishes. How to preview the tarball and catch secrets or test data before the release.

Oct 18, 20263 min read
Developer Tools

What does the crossorigin attribute do on a script tag?

The crossorigin attribute makes the browser fetch a script with CORS. SRI needs it for cross-origin files, and it also unlocks full error details.

Oct 18, 20263 min read
Developer Tools

What does the build-system table in pyproject.toml actually do?

The build-system table tells pip and build which backend turns your source into an sdist and wheel. What requires and build-backend mean, with a safe example.

Oct 18, 20264 min read
Developer Tools

What does pip-audit check, and what can it not see?

pip-audit scans Python dependency trees for known vulnerabilities. Its data sources, common commands, exit codes and the blind spots to write down.

Oct 18, 20263 min read
Developer Tools

What does ONBUILD do in a Dockerfile, and should you use it?

ONBUILD runs hidden steps when someone builds from your image. Learn how triggers work, why they surprise reviewers, and when a plain stage is safer.

Oct 18, 20263 min read

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