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.
Your vendors have vendors. Most TPRM programs stop at the third party and miss the fourth-party blast radius. Mapping the full chain is now a board-level expectation.
Self-hosting Llama looks cheap on paper. The real costs — GPUs, operations, engineering — make the comparison less obvious than the list price suggests.
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.
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.
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.
An SBOM is a list. A reachability-prioritised SBOM is a triage queue. The difference determines whether the SBOM produces value or sits unread.
A 2026 supply chain program for Ruby and Bundler — covering RubyGems, Gemfile.lock, native extensions, and Rails — anchored by Safeguard policy gates.
Mapping a running pod back to a service, repo, owner, and SBOM is the boring infrastructure that makes every other security control useful.
Security champions are the human layer that makes shift-left work. A 2026 program design for selecting, training, and retaining champions in engineering.
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