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.
Vector databases are now central infrastructure for retrieval-augmented AI. The 2026 attack trend targets the index itself, not the model — and most defenders are not watching the right layer.
Telehealth platforms depend on video, EHR, prescription, and payment vendors. Here is a vendor risk program tuned to the realities of the industry.
Security champions are the human layer that makes shift-left work. A 2026 program design for selecting, training, and retaining champions in engineering.
Mapping a running pod back to a service, repo, owner, and SBOM is the boring infrastructure that makes every other security control useful.
A 2026 supply chain program for Ruby and Bundler — covering RubyGems, Gemfile.lock, native extensions, and Rails — anchored by Safeguard policy gates.
An SBOM is a list. A reachability-prioritised SBOM is a triage queue. The difference determines whether the SBOM produces value or sits unread.
No single control stops prompt injection. The current state of the art is a defence-in-depth stack with controls at five distinct layers. Here it is.
The MCP client surface is often overlooked. We examine trust boundaries, schema handling, credential storage, and safe defaults for the agent side of the protocol.
A 40% cost surprise in year two is not a pricing issue — it is an architecture issue. Griffin AI and Mythos-class tools diverge on predictability in structural ways.
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