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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
AI Security

When Shared AI Chats Become Public Search Results

In July 2025, ~4,500 shared ChatGPT conversations turned up indexed on Google. Here's why sharable AI chats leak, and how enterprises stop it at the gateway.

Jul 9, 20266 min read
Supply Chain Attacks

Anatomy of a Software Supply-Chain Worm: A Post-Mortem Framework

500+ npm packages backdoored in days, then 796 more two months later. A repeatable post-mortem framework for self-propagating open-source worms.

Jul 9, 20266 min read
AI Security

AI risk management best practices: a lifecycle framework

NIST's AI RMF has four functions and MITRE ATLAS now tracks 84 adversarial techniques — most AI risk programs still only cover one lifecycle stage.

Jul 9, 20266 min read

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