You can SHA-pin the top-level action, but Palo Alto’s “Unpinnable Actions” research documented how transitive dependencies remain unpinnable regardless. The tj-actions/changed-files incident in March 2025 started with reviewdog/action-setup, a dependency of a dependency, and cascaded outward when the attacker retagged all existing version tags to point at malicious code that dumped CI secrets to workflow logs, affecting over 23,000 repos. GitHub has since added SHA pinning enforcement policies, but only for top-level references.
Bellarmine sheepishly admitted to spending more time on video games than his schoolwork.
。业内人士推荐whatsapp作为进阶阅读
As a benefit, the code base can now be exported into many formats for comfortable reading. This is especially important if the primary role of engineers is shifting from writing to reading.
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Credit: Stan Schroeder/Mashable