Manual remediation leaves risk open longer than it needs to be.

Manual vulnerability remediation and dependency management increase operational risk and slow compliance efforts.

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The window between disclosure and fix is manual work.

A CVE lands, and the question is which repositories actually reach the vulnerable code. Answering it by hand means scanning reports, chasing transitive dependencies, and filing tickets that sit in queues owned by teams with other priorities.

The exposure is not the vulnerability. It is the weeks between knowing and fixing, repeated for every advisory, on every repository.

Find the real reach, then fix it everywhere.

Because Moderne models the code rather than searching text, it can tell which repositories genuinely call into the vulnerable path. Recipes then apply the remediation across all of them and open the pull requests. Interactions used this to automate vulnerability remediation and secure code transformation.

  • Call-path accuracy, so teams triage real reach instead of report volume
  • Remediation applied estate-wide, with a reviewable diff per repository
  • Backported fixes for the open source you depend on, via the Backpatch Alliance

See remediation that closes across the estate, not one repo at a time.