DevSecOps
JFrog Xray Deployment Blueprint 2026
A pragmatic blueprint for deploying JFrog Xray in 2026: indexing strategy, watch policies, build promotion gates, and the operational pitfalls to avoid.
Mar 2, 20265 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.
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The OSV Vulnerability Database API Cookbook
Practical patterns for using the OSV.dev API in production: batch queries, schema gotchas, version range parsing, and how to integrate OSV data into your own vulnerability pipelines.
Mar 2, 20265 min read
Engineering
Alpine vs Distroless vs Ubuntu Base Images: Security Tradeoffs
Alpine is small, distroless is smaller, Ubuntu is comfortable. The real security question is CVE surface vs debuggability vs compatibility — with numbers.
Mar 2, 20267 min read
AI Security
What is a Model Inversion Attack
Model inversion attacks reconstruct sensitive training data from a model's outputs. Learn how they work, real cases, and how to defend your ML APIs.
Mar 2, 20267 min read
Identity Security
SPIFFE/SPIRE identity
What is SPIFFE/SPIRE? A plain-language breakdown of the SPIFFE identity framework, SPIRE workload identity, SVIDs, and how it compares to plain mTLS.
Mar 2, 20267 min read
AI Security
What is Adversarial Machine Learning
Adversarial machine learning exploits model decision boundaries via evasion, poisoning, extraction, and inference attacks -- here's how it works and how to defend against it.
Mar 2, 20266 min read
Identity Security
SVID (SPIFFE Verifiable Identity Document)
An SVID (SPIFFE Verifiable Identity Document) is a cryptographic identity for software workloads. Learn what an SVID is, its X.509 and JWT formats, and how it works.
Mar 2, 20267 min read
AI Security
What is Insecure Output Handling in LLMs
Insecure output handling lets LLM-generated text execute code, alter queries, or render unsanitized HTML — a real, exploitable OWASP LLM05:2025 risk.
Mar 2, 20267 min read
Vulnerability Analysis
CVE-2024-21413 Outlook Moniker Link Analysis
CVE-2024-21413 is a critical Outlook Moniker Link RCE that bypasses Protected View via a crafted file URL. Root cause, exploitation, and detection.
Mar 2, 20268 min read
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