Marco Lancini • 5/21/2026

Automating Security Operations with AI: Triaging Renovate PRs

This article explains how to automate security operations using Renovate and AI (Claude Code Routines) to triage dependency update pull requests. It covers setting up Renovate for automated dependency patching, creating a Claude Skill to review PR diffs and build a risk matrix, and using a Routine to post review comments back to GitHub. The approach helps scale manual review efforts, detect breaking changes in major version bumps or deprecated configs, and improve supply-chain security. Includes code examples and a flowchart of the end-to-end pipeline.

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#security #automation #ai