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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Articles

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DevSecOps

SBOM Review in Pull Request Workflows

An SBOM that arrives after merge is a compliance artifact. An SBOM that shows up in the PR is a security control. Here is how to wire it up without killing velocity.

Jan 28, 20266 min read
Incident Analysis

Rspack npm Account Takeover: 2024 Incident Analysis

Compromised npm tokens pushed crypto-miner versions of @rspack/core and @rspack/cli in December 2024. Timeline, payload, and what downstream teams missed.

Jan 28, 20267 min read
AI Security

Griffin AI vs AI21 Jurassic for Security Workflows

Jan 27, 20267 min read
AI Security

Cache Hit Optimisation: Griffin AI vs Mythos

Prompt caching and engine memoisation combine to make Griffin AI scans repeat-cheap. Pure-LLM tools recompute the same reasoning on every run.

Jan 27, 20266 min read
Cloud Security

Azure DevOps Supply Chain Hardening Guide

A senior engineer's 2026 playbook for hardening Azure DevOps against the supply chain attacks that actually happen: extensions, service connections, and template injection.

Jan 27, 20267 min read
AI Security

Enterprise RAG Security Rollout Antipatterns

Retrieval-augmented generation systems are where enterprise AI meets enterprise data, and where most security rollouts stumble. A catalog of the antipatterns we keep seeing.

Jan 26, 20267 min read
AI Security

CWE Classification Accuracy: Griffin AI vs Mythos

Getting the CWE right is not a taxonomic hobby. It drives remediation, compliance mapping, and detection engineering. Here is how grounded and pure-LLM scanners compare.

Jan 26, 20266 min read
AI Security

Griffin AI vs Qwen for Code Security

Qwen's open-weight models have strong code benchmarks. We dig into how they compare to Griffin AI when the workflow is real code security, not just leetcode.

Jan 26, 20266 min read
Container Security

Cilium Tetragon Runtime Security with eBPF

A practical look at Cilium Tetragon for Kubernetes runtime security, what eBPF gives you that audit logs do not, and where Tetragon fits in a real stack.

Jan 26, 20267 min read
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