Drupal AI Vulnerability Guardian: Triage 12 Vulnerability Patterns at Machine Speed
AI is making vulnerability discovery faster and cheaper. That is the easy part. The hard part is what happens next: an open-source maintainer with limited hours receives a flood of security reports and must decide which ones deserve immediate attenti...
victorstackai.hashnode.dev6 min read
Tim Kulbaev
Founder at TMC AI. Building AI automation workflows and open-source MCP servers.
The shift from AI just finding vulnerabilities to actually triaging them at scale is where the real value is — discovery without prioritization just creates noise. 12 vulnerability patterns is a solid starting set. I'm curious how well the AI handles edge cases where a pattern technically matches but the context makes it a false positive — that's usually where human reviewers still outperform automated tools.