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Articles

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Container Security

How Snyk Container integrates with Kubernetes workloads f...

How Snyk Container's Kubernetes integration uses a read-only controller to continuously re-check running workload images as new CVEs are disclosed.

Jun 13, 20267 min read
Vulnerability Management

AppSec program consolidation: reducing tool sprawl

AppSec tool sprawl is a consolidation problem, not just a vendor-count problem. A look at Black Duck's product lineage versus Safeguard's unified scanning pipeline.

Jun 13, 20268 min read
Container Security

How Snyk Container handles multi-stage Docker builds duri...

How Snyk Container identifies base images, attributes vulnerabilities to Dockerfile instructions, and scopes scans across multi-stage Docker builds.

Jun 13, 20267 min read
Cloud Security

CNAPPs in 2025: What Cloud-Native Application Protection Platforms Actually Protect

CNAPP has become the dominant category in cloud security. But the label covers wildly different capabilities. A clear-eyed look at what CNAPPs do, where they fall short, and how supply chain security fits in.

Jun 13, 20267 min read
AI Security

Can AI write secure code? Auditing AI-generated code

AI writes code fast, but studies from 2021 to 2025 show it also reproduces insecure patterns and invents fake dependencies. Here's what the data says.

Jun 13, 20267 min read
Application Security

Enterprise AppSec risk management at scale

Black Duck built its platform on decades of license-compliance SCA and acquired tools. Safeguard built a unified, reachability-aware supply-chain risk platform from day one.

Jun 13, 20267 min read
SBOM

How Snyk Container generates a Software Bill of Materials...

How Snyk Container statically scans image layers, parses OS package databases and lockfiles, and exports CycloneDX/SPDX SBOMs — mechanically explained.

Jun 13, 20267 min read
Container Security

How Snyk Container's registry integrations authenticate a...

A technical walkthrough of how Snyk Container authenticates and pulls images from ECR, ACR, GCR, and Artifactory using IAM roles, service principals, and tokens.

Jun 13, 20267 min read
AI Security

GitHub Copilot code security: XSS vulnerabilities found in React

Copilot commonly suggests dangerouslySetInnerHTML and unsanitized DOM writes in React. Here's the data on AI-generated XSS risk and how to catch it.

Jun 13, 20267 min read

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