---
title: "The Backlog Zero Playbook"
date: "2026-10-21T21:34:29+00:00"
url: "https://checkmarx.com/resources/the-backlog-zero-playbook/"
description: "Achieve Backlog Zero with the AppSec playbook: reduce attackable vulnerabilities, scale with AI, and modernize security programs."
---

# The Backlog Zero Playbook

- [Home](https://checkmarx.com)
- [Resources](https://checkmarx.com/resources/)
- [The Backlog Zero Playbook](#)

Security teams didn’t get the same upgrade AI gave developers. Most still run a detection-first program built for human-speed development: scan, file a ticket, argue about severity, wait for a sprint. That model doesn’t bend under AI-scale code volume, it breaks.

The Backlog Zero Playbook is built for the people who have to fix that: AppSec leaders, AppSec engineers, and the engineering leads who share the backlog. It sets out one goal, Backlog Zero, not zero findings, but zero attackable vulnerabilities waiting in a queue, and the five capabilities every program needs to reach it, all within one platform. Inside: a worked example of a fused scan taking 177,500 raw findings down to zero, the one metric to ask every vendor for before trusting a benchmark, a build-versus-buy breakdown of what a homegrown frontier-model harness actually costs, and a 10-question self-assessment to score your own program today.

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