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Articles

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AI Security

Why traditional AppSec still catches most enterprise AI agent bugs

OWASP's LLM Top 10 names new categories, but most enterprise agent breaches trace back to broken access control and unvalidated input — the classics.

Jul 9, 20266 min read
AI Security

A risk framework for enterprise AI coding and agent tool rollouts

Samsung banned ChatGPT company-wide after three leaks in 20 days. A working framework for data exposure, model supply chain, and access control risk.

Jul 9, 20267 min read
Industry Analysis

The emerging role of the AI security engineer

OWASP's 2025 LLM Top 10 ranks prompt injection #1 and calls it structurally unfixable by parameterization — a signal that AppSec skills alone no longer cover the job.

Jul 9, 20267 min read
DevSecOps

The DevSecOps metrics that actually indicate program maturity

CISA's KEV directive now demands 3-day fixes for the riskiest bugs. Here's why raw finding counts are the wrong way to measure a DevSecOps program.

Jul 9, 20267 min read
DevSecOps

A reference architecture for automating security gates in CI/CD

29M hardcoded secrets leaked in 2025 alone. Here's a gate architecture — SAST, SCA, secrets, IaC — that catches that without adding a day to your release cycle.

Jul 9, 20267 min read
DevSecOps

Why developers stop trusting AI-generated vulnerability fixes

Trust in AI-generated code fell to 29% in 2025, yet 84% of developers keep using it anyway — the gap is a UX problem, not a model problem.

Jul 9, 20267 min read
Supply Chain Security

Detecting malicious postinstall scripts in npm packages

A 2025 phishing attack compromised 18 npm packages with 2.6 billion weekly downloads. Here's how postinstall scripts became npm's top attack vector.

Jul 9, 20266 min read
Vulnerability Management

CVE-2025-29927: inside the Next.js middleware auth bypass

A single spoofed header let attackers skip Next.js middleware entirely — CVSS 9.1, four major versions affected, exploited in the wild within days.

Jul 9, 20266 min read
DevSecOps

Credential rotation playbook after npm worm exposure

A step-by-step rotation runbook for security teams exposed to the Shai-Hulud npm worm — what to revoke first, how to verify a credential is dead, and how to prevent a repeat.

Jul 9, 20266 min read

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