Insights &amp; Analysis

For Security EngineersRead article

Burp AI Prompt Template for Faster Vulnerability Validation

You re facing a potential insecure deserialization vulnerability in a web application. Crafting a proof-of-concept (PoC) usually involves tedious documentation review and payload crafting. What if you

The SAST Customization Myths Blocking Your AI-Era Security Program

General

The SAST Customization Myths Blocking Your AI-Era Security Program

Security teams often cling to outdated assumptions about static analysis customization. These assumptions made sense when development was slower and codebases were stable. However, with AI coding assi

Platform Engineering's Supply Chain Security Playbook

General

Platform Engineering's Supply Chain Security Playbook

Scope - What This Guide Covers This guide focuses on how your platform engineering team can integrate supply chain security controls into shared infrastructure while minimizing disruption for applicat

For DevOps LeadersRead

Should You Rely on Your Scanner to Catch the Next Critical Framework Bug?

Guides

Should You Rely on Your Scanner to Catch the Next Critical Framework Bug?

The Question at Hand React2Shell landed with two CVEs (CVE-2025-55182 and CVE-2025-66478), both scoring a perfect 10.0 on CVSS. Within days, PortSwigger added detection capabilities into Burp Suite s

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How Log4j Breaches Still Happen Three Years Later

How Log4j Breaches Still Happen Three Years Later

Persistent Vulnerabilities Log4j vulnerabilities continue to surface in security assessments across production environments in 2024, despite the CVE-2021-44228 disclosure in December 2021. Your team m

For DevelopersRead

Reachability-First Security Policy Template

Research

6 min read

Reachability-First Security Policy Template

Your security scanners flag hundreds of findings per pull request. Your developers ignore most of them. Meanwhile, AI code assistants generate more code than your team can manually review. You need a

For DevOps LeadersRead

AI-Generated Code Won't Fix Itself: Five Myths Blocking Your AppSec Program

General

AI-Generated Code Won't Fix Itself: Five Myths Blocking Your AppSec Program

Your developers are shipping code faster than ever, thanks to AI coding assistants. However, if you re still using the same security tools from three years ago, you re accumulating risk faster than yo

For Compliance TeamsRead

When Static Analysis Flagged 847 Vulnerabilities (But Only 3 Were Real)

When Static Analysis Flagged 847 Vulnerabilities (But Only 3 Were Real)

The Problem A mid-sized fintech company s security team spent three weeks triaging 847 vulnerabilities flagged by their static analysis tool during a pre-release audit. After manual investigation, the

Two SBOM Tools Got Funded—Here's What That Means for Your Compliance Program

3 min read

Two SBOM Tools Got Funded—Here's What That Means for Your Compliance Program

What Changed GitHub s Secure Open Source Fund (SOSF) has added two Software Bill of Materials (SBOM) generators to its portfolio: cdxgen and CycloneDX .NET. These projects now receive funding, securit

For Compliance TeamsRead

Security Review Checklist: Integrating LLMs into Your Vulnerability Detection Workflow

Security Review Checklist: Integrating LLMs into Your Vulnerability Detection Workflow

You ve probably already experimented with Claude or GPT-4 for code review. Maybe you ve been impressed by how quickly these models spot obvious SQL injection patterns or flag hardcoded credentials. Th

Embedding Security Remediation in Your IDE: A Cost-Reduction Implementation Guide

Guides

Embedding Security Remediation in Your IDE: A Cost-Reduction Implementation Guide

Your security team finds vulnerabilities. Developers fix them three sprints later. Finance sees security tooling as pure overhead. This cycle burns budget and slows delivery. The solution is not anoth

For Compliance TeamsRead

The Visibility Gap: What Happens When Half Your Team Can't Track AI-Generated Code

The Visibility Gap: What Happens When Half Your Team Can't Track AI-Generated Code

The Challenge Your security team faces a new measurement problem: you can t quantify what you re protecting. According to Checkmarx s Future of AppSec Report, nearly half of organizations don t know w

When Vulnerability Scanning and Patch Deployment Don't Talk to Each Other

When Vulnerability Scanning and Patch Deployment Don't Talk to Each Other

The Problem A mid-sized financial services company found a critical authentication bypass vulnerability in their customer portal during a routine scan. The vulnerability management team logged it, ass

Building Your AI Governance Function: A 90-Day Implementation Plan

7 min read

Building Your AI Governance Function: A 90-Day Implementation Plan

The Problem: Why AI Governance Matters Now AI adoption in your security organization has surged from 50% to 75% in just one year. Your team is now managing AI-driven vulnerability scanners, code analy

For CISOsRead

How a Vault License Change Exposed a Secrets Management Crisis

How a Vault License Change Exposed a Secrets Management Crisis

What Happened In August 2023, HashiCorp transitioned Vault from the Mozilla Public License to the Business Source License (B.S.L.). This change didn t cause a data breach, but it revealed a critical i

A Security Team Deployed an LLM Assistant and Exposed Their Vulnerability Database

A Security Team Deployed an LLM Assistant and Exposed Their Vulnerability Database

What Happened Your security operations team integrated an LLM-based assistant to speed up alert triage and vulnerability analysis. This tool accessed your organization s vulnerability management syste