AI Security
Hallucinated Security Findings: Measurable Rates
Pure-LLM security analysis hallucinates findings at rates between 20% and 70% depending on the task and model. Grounding is the architectural answer.
Mar 12, 20262 min read
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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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crates.io's Security Team in 2026: Response Workflow, Notification Policy Change, and the Alpha-Omega Investment
After the September 2025 phishing wave and the December evm-units removal, the crates.io team announced a notification policy update in February 2026 and the Rust Foundation deployed crate-scanning infrastructure funded by Alpha-Omega.
Mar 12, 20267 min read
Open Source Security
dotnet restore Reproducibility Concerns
dotnet restore is supposed to be deterministic. In practice it is deterministic in ways that matter less and non-deterministic in ways that matter more.
Mar 12, 20267 min read
Industry Analysis
Kimsuky Developer Targeting Analysis
Kimsuky has pivoted from diplomats to developers. A look at the tradecraft behind its supply-chain-flavored operations and what engineering orgs should do about it.
Mar 12, 20266 min read
Tool Comparison
Sonatype IQ Server 2026: Repository Firewall in Review
Sonatype Lifecycle's IQ Server ships weekly to cloud and monthly to self-hosted in 2026. We tracked the Repository Firewall changes and compared against JFrog Curation.
Mar 12, 20267 min read
AI Security
Cursor Enterprise Security Buyer Review 2026
An honest security buyer's review of Cursor Enterprise for 2026: data handling, model isolation, audit posture, and the gaps to negotiate before signing.
Mar 12, 20265 min read
AI Security
Snyk Container Security: What It Scans and How
Snyk Container scans Docker and OCI images for OS and dependency vulnerabilities and recommends better base images. Here is how it works and where its limits are.
Mar 12, 20266 min read
Infrastructure Security
What is IaC Security
IaC security scans Terraform, CloudFormation, and Kubernetes code before deployment—catching misconfigurations before they become breaches.
Mar 12, 20267 min read
Incident Analysis
tj-actions Compromise: One Year Retrospective
A year after the tj-actions/changed-files compromise leaked CI secrets across thousands of GitHub repos, what did we fix and what is still dangerously convenient?
Mar 12, 20268 min read
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