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Vulnerability Analysis

GitLab Pipeline Execution Vulnerability CVE-2024-6678: Running Pipelines as Any User

CVE-2024-6678 allowed attackers to trigger GitLab CI/CD pipelines as arbitrary users, potentially accessing secrets and deploying malicious code through impersonated pipeline runs.

Mar 9, 20266 min read
AI Security

How to Improve Security for Docker Containers

Practical security for Docker containers: minimal base images, non-root users, image scanning, and runtime hardening you can apply to any Dockerfile today.

Mar 9, 20266 min read
Licensing

The GNU General Public License, Explained in Plain Terms

A GPL license explained without legal jargon: what copyleft actually requires, when it triggers, and what it means for a codebase that links against GPL-licensed code.

Mar 9, 20265 min read
Container Security

Service Mesh Supply Chain Policy 2026

Service meshes are a control plane and a data plane and a supply chain risk surface all at once. This post covers the policy controls that matter in 2026 for sidecars, control planes, and mesh-issued certificates.

Mar 9, 20267 min read
Best Practices

SecOps Budget Justification: Supply Chain Program

Supply chain SecOps budgets get cut because the case is told as fear instead of math. Here is a budget justification that survives a finance review.

Mar 9, 20267 min read
SBOM & Compliance

SBOM Cross-Vendor Normalisation: Enterprise Program

Vendor SBOMs arrive in every shape and size. Without disciplined normalisation, your ingest store is a junk drawer. Here is how mature programmes solve it.

Mar 9, 20267 min read
AI Security

Remediation Prioritisation With Reachability And EPSS

CVSS alone is a bad prioritisation signal in 2026. Reachability plus EPSS gives teams a defensible order to fix the vulnerabilities that actually matter.

Mar 9, 20267 min read
AI Security

Training Data Provenance: Griffin AI vs Mythos

Training data is a supply chain component. Knowing what went into a model is the precondition for knowing what could come out of it. Few tools track this; the few that do matter disproportionately.

Mar 9, 20265 min read
Regulatory Compliance

FTC Data Broker Rule And Supply Chain Overlap

A senior engineer's view of how FTC data broker rulemaking through 2025 and 2026 intersects with software supply chain expectations for organizations handling personal data.

Mar 9, 20267 min read

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