---
id: 1289
title: "Resurrecting Shift-Left With Human-in-the-loop AI"
source_domain: hackerone.com
source_url: "https://www.hackerone.com/blog/resurrecting-shift-left-human-loop-ai"
published_at: "2025-01-16 21:30"
tags: ["ai-security", "devsecops", "sast", "secure-by-design", "application-security", "hackerone", "shift-left", "human-in-the-loop", "sca", "developer-experience"]
phying_url: "https://phying.com/item/1289"
lang: en
---

# Resurrecting Shift-Left With Human-in-the-loop AI

## Summary

HackerOne's founders argue shift-left security fails when controls are noisy and blocking; they propose human-in-the-loop AI that delivers low-noise, actionable, non-blocking feedback in development.

## Intelligence Metadata

- **Sources:** hackerone.com
- **Published:** 2025-01-16 21:30
- **Original:** https://www.hackerone.com/blog/resurrecting-shift-left-human-loop-ai
- **Phying News:** https://phying.com/item/1289