Application Security
SAST vs DAST: Key Differences
SAST reads code before it runs; DAST attacks it while it's live. Here's what each catches, what each misses, and when to run both.
Apr 15, 20266 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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eBPF in Kubernetes
eBPF gives Kubernetes deep runtime visibility, but it only sees what a container does after it starts. Here's what Aqua's Tracee gets right, and where supply chain gaps remain.
Apr 15, 20267 min read
Comparisons
Reachability Analysis vs EPSS vs CVSS: Prioritization Showdown
CVSS scores severity, EPSS predicts exploitation, reachability proves applicability. A spec-level comparison of the three signals — and the order to apply them.
Apr 14, 20266 min read
AI Security
Cybersecurity AI: Where It Genuinely Helps Today
A no-hype survey of where cybersecurity AI actually delivers measurable results right now, versus the applications still stuck in the demo stage.
Apr 14, 20265 min read
Application Security
SAST vs SCA Testing
SAST scans the code you wrote; SCA scans the code you imported. Here's the real difference, with Equifax, Log4Shell, and xz as case studies.
Apr 14, 20267 min read
SBOM
CycloneDX vs SPDX: SBOM Format Comparison 2026
A practical CycloneDX vs SPDX comparison for 2026 buyers: schema depth, tool support, regulatory alignment, and which format to pick for which use case.
Apr 14, 20265 min read
AI Security
AI for Cyber Security: What Works and What Is Hype
AI for cyber security is real where it triages signal at machine scale, and overstated where vendors promise autonomous defense. Here is how to tell the two apart.
Apr 14, 20266 min read
Supply Chain
Open Source Dependency Scanners: A Buyer's Checklist
A practical checklist for evaluating an open source dependency scanner — ecosystem coverage, reachability analysis, license detection, and how each handles transitive dependencies.
Apr 14, 20265 min read
Containers
Tracking Kubernetes CVEs in 2026: A Practical Method
Kubernetes CVE news moves fast across control plane, kubelet, and CNI components — here's a repeatable method for tracking what actually applies to your cluster.
Apr 14, 20264 min read
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