---
title: "We proactively fixed 100 security issues in 6 days with 0 humans | Papers With Code Cyber"
description: "Ramp describes its finder, validation and patching agents and how engineers measured the resulting security fixes."
canonical: "https://paperswithcode-cyber.com/paper/320"
type: "paper"
---

# We proactively fixed 100 security issues in 6 days with 0 humans

External resource · 320 · 2026-02-20

Authors: Eli Block

## Abstract

Ramp describes its finder, validation and patching agents and how engineers measured the resulting security fixes\.

## Tasks

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

## Organizations

- [Ramp](https://paperswithcode-cyber.com/orgs/ramp)

## Paper resources

- [Source](https://engineering.ramp.com/post/100-vulnerabilities-patched-with-0-humans)