AI-Powered Security Companies: A Buyer's Map
Nearly every security vendor now claims to be an ai security company — here's how to tell genuine AI-powered security from a rebadged feature, and what to actually evaluate before you buy.
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.
Nearly every security vendor now claims to be an ai security company — here's how to tell genuine AI-powered security from a rebadged feature, and what to actually evaluate before you buy.
ISO 27001:2022 has 93 Annex A controls, and about a dozen land squarely on CI/CD. Here's the control-by-control map from clause number to pipeline artifact.
The Safeguard Research team built a risk index for transitive dependencies and ranked the ten categories that concentrate the most risk in modern stacks.
Running supply chain controls across AWS, Azure, and GCP means picking the right abstractions. Here is which ones hold up and which ones you will regret.
Is Snyk free? Yes, with monthly test limits that commercial teams outgrow fast. Here are the actual free-tier caps, paid pricing, and when alternatives make sense.
Learn how to scan container images with Trivy: install it, run your first scan, filter by severity, and gate builds automatically in CI/CD pipelines.
Most enterprise vulnerability management software is judged on scanner coverage, but the deployments that work are won on deduplication, prioritization, and ownership routing. Here is an evaluation framework grounded in how programs actually fail.
A review of Prisma Cloud's container and cloud workload security features, covering image scanning, runtime protection, compliance, and the Twistlock heritage.
CVE-2022-31129 is a regular expression denial of service in Day.js's custom parse format handling. Here's what triggered it, why it's still showing up in scans, and how it was fixed.
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