AI Security
Human Review Gate For AI-Generated Fix PRs
AI-authored fix PRs are only safe when there is a deliberate human review gate in front of them. Here is how to build one that is fast and trustworthy.
Apr 7, 20268 min read
Resources
Supply Chain Security, in plain English.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
Filter
Articles
RSS feedBest Practices
Metrics Program For Supply Chain SecOps
Most supply chain SecOps metrics measure activity instead of outcomes. Here is how to design a metrics program that survives leadership scrutiny and changes behavior.
Apr 7, 20266 min read
Regulatory Compliance
SOC 2 Control Mapping With Supply Chain Evidence
Map SOC 2 Trust Services Criteria to concrete supply chain artifacts. Learn how SBOMs, findings, and policy logs satisfy CC controls without manual gymnastics.
Apr 7, 20267 min read
Security
spring-security-crypto: What It Does and How to Use It Safely
The spring-security-crypto module gives Spring apps password hashing, symmetric encryption, and key generation without pulling in the full security framework. Here is how to use each piece correctly.
Apr 7, 20265 min read
Security
How to Fix the SnakeYAML Vulnerability (CVE-2022-1471)
The SnakeYAML vulnerability fix comes down to one move: get off the 1.x line and onto 2.x, where the parser stops trusting arbitrary Java types by default.
Apr 7, 20265 min read
AI Security
AI Cybersecurity Threats: The 2026 Landscape
AI has made the median attacker faster and the median phish flawless, while LLM-powered apps opened a new bug class entirely. What actually changed, and what still works.
Apr 7, 20265 min read
Product
Securing the cloud with Cortex XSOAR and Prisma Cloud (SO...
Cortex XSOAR and Prisma Cloud automate cloud incident response, but SOAR reacts to runtime alerts. Here's why supply chain provenance still needs a separate layer.
Apr 7, 20267 min read
AppSec
Web Application Scanning Tools: DAST Options Compared
Choosing a web application scanning tool means deciding between open-source scanners, proxy-based suites, and managed DAST platforms. Here is how the options actually differ.
Apr 7, 20266 min read
DevSecOps
SnakeYAML in Maven: How to Use It Safely and Avoid CVE-2022-1471
Adding SnakeYAML as a Maven dependency is fine, but parsing untrusted YAML with the default constructor is not. Here is how to pin a safe version and lock down deserialization.
Apr 7, 20265 min read
Stay informed
Weekly insights on software supply chain security, delivered to your inbox.
Self-healing security runs on Safeguard.
Your first fix PR is minutes away.
No sales call required, even your agent can complete the purchase over MCP.