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.
Deep integration with a security vendor creates efficiency but also dependency. Here is how to evaluate lock-in risk in your security tooling decisions.
An MCP server tells the world what it can do through its capability declaration. Auditing those declarations catches drift, tool poisoning, and misconfiguration before an agent gets talked into using the wrong one.
Server-side request forgery is a test of how well your scanner understands the boundary between trusted and untrusted URLs. Griffin's engine resolves URL construction through string builders, template engines, and HTTP client configuration; Mythos reads the code and guesses. On modern applications that is the difference between a finding you can ship and a finding you cannot defend.
An AI security tool that cites the wrong advisory is worse than one that says nothing. Griffin AI benchmarks citation accuracy at 0.89 similarity; Mythos does not.
AWS Signer integrates with Notation for OCI image signing. The hard part is not signing — it is the trust policy that decides what gets to run. We walk through one that holds up.
Major security certifications are updating their content to cover supply chain threats. Here is what CISSP, CEH, and OSCP teach about supply chain security — and what they miss.
When to choose IAST, when to choose DAST, and when to run both. A decision framework for 2026 with concrete coverage, cost, and integration tradeoffs.
Jira docker integration for security teams usually means auto-filing tickets from container scan findings — here's how to wire it without flooding the backlog with noise.
A thorough review of Anchore's Syft SBOM generation tool, covering supported formats, language ecosystems, container scanning, and integration patterns.
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