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.
Audit logs are where enterprise AI either proves its seriousness or exposes its improvisation. The gap between Griffin AI and Mythos-class products is visible in the first day of a real audit.
Deep reasoning models are transformative for hard logical problems. Security reasoning is only partially a logic problem—the rest is grounding, policy, and workflow.
Distillation compresses the capability of a large model into a small one for a narrow task. For high-volume security workflows, it is often the difference between a working pipeline and an unaffordable one.
Proposed legislation would require SBOMs for all critical infrastructure software. Here's a detailed analysis of the bill and its implications.
Vulnerability risk scoring ranks flaws by real exploitability and exposure, not just CVSS severity. Here's how it works and why it matters.
Workload Identity Federation is the right way to give Cloud Build and external CI access to GCP. Here is the architecture, the traps, and the rollout plan.
Hex.pm blocks install-time scripts npm allows, but Elixir dependency risk still hides in native builds, Erlang CVEs, and thin registry-side vetting. Here's what to watch.
Vulnerability triage ranks scanner findings by real exploitability and exposure, not raw CVSS score, turning an unmanageable backlog into a short, defensible fix list.
A practical guide to mix.lock integrity: pinning Elixir dependencies, verifying lockfile hashes, and preventing supply chain tampering in mix.exs projects.
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