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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Security teams often cling to outdated assumptions about static analysis customization.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

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

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

Security Review Checklist: Integrating LLMs into Your Vulnerability Detection Workflow

Standards

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

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

Standards

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

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

Security Policy Automation Doesn't Work the Way You Think

General

Security Policy Automation Doesn't Work the Way You Think

Every security team wants automated policy management. The promise is clear: let machine learning handle your SELinux rules, firewall policies, and access controls. Set it and forget it. But when team

Log4Shell Still Haunts Production Builds Three Years Later

3 min read

Log4Shell Still Haunts Production Builds Three Years Later

Ongoing Vulnerability Issues Years after the Log4Shell vulnerability became public, many Log4j downloads still map to vulnerable versions. This isn t about a single breach; it s a systemic failure in

Authorization Bypass Exposed 400+ Endpoints in Production API

Authorization Bypass Exposed 400+ Endpoints in Production API

What Happened In Q3 2025, threat researchers identified attacks where adversaries exploited legitimate API access paths to extract unauthorized data. The attackers didn t use a new vulnerability or by

Sixty Kubernetes Clusters Backdoored Through RBAC Misconfiguration

Sixty Kubernetes Clusters Backdoored Through RBAC Misconfiguration

What Happened Aqua Security documented a targeted attack campaign that compromised at least sixty Kubernetes clusters through misconfigured role-based access control (RBAC) policies. Attackers gained

Claude Code Vulnerabilities: When Your AI Assistant Becomes an Attack Vector

Claude Code Vulnerabilities: When Your AI Assistant Becomes an Attack Vector

What Happened Check Point researchers disclosed two vulnerabilities in Anthropic s Claude Code, an AI-powered coding assistant that integrates directly into development workflows. CVE-2025-59536 (CVSS

Multi-Agent AI Penetration Testing: What BlacksmithAI's Architecture Reveals About Automated Security Assessments

Standards

Multi-Agent AI Penetration Testing: What BlacksmithAI's Architecture Reveals About Automated Security Assessments

The Challenge Your security team faces a fundamental mismatch between how automated penetration testing tools work and how human pentesters operate. Traditional single-agent AI models attempt to compr

AI Vulnerability Scanning Tools Need Human Verification—Here's Your Checklist

Vendor News

AI Vulnerability Scanning Tools Need Human Verification—Here's Your Checklist

Your security team just adopted an AI-powered vulnerability scanner. It promises to find flaws faster than manual code review. However, experts warn that current AI offerings fall short of enterprise