---
title: "Build your own vulnerability harness | Papers With Code Cyber"
description: "Cloudflare describes how its engineering team expanded a single audit skill into a scanner that resumes work, separates finding from judging, and deduplicates reports…"
canonical: "https://paperswithcode-cyber.com/paper/314"
type: "paper"
---

# Build your own vulnerability harness

External resource · 314 · 2026-06-18

Authors: Dan Jones, Alexandra Godoi, Grant Bourzikas

## Abstract

Cloudflare describes how its engineering team expanded a single audit skill into a scanner that resumes work, separates finding from judging, and deduplicates reports across repositories\.

## Tasks

- [Vulnerability detection and triage](https://paperswithcode-cyber.com/tasks/cyberintel-vulnerability-analysis)

## Organizations

- [Cloudflare](https://paperswithcode-cyber.com/orgs/cloudflare)

## Code repositories

- [cloudflare/security\-audit\-skill](https://github.com/cloudflare/security-audit-skill)

## Paper resources

- [Source](https://blog.cloudflare.com/build-your-own-vulnerability-harness/)