AI Security
MCP Server Capability Drift Detection
MCP servers do not stay still. Tool surfaces drift, scopes expand, and the server you approved is not the server in production. Here is how to catch that.
Mar 20, 20267 min read
Resources
Supply Chain Security, in plain English.
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.
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Prompt Injection From Research To Bug Bounty
Prompt injection started as a research curiosity. In 2026 it is a regular line item on bug bounty leaderboards, with payout norms, scope definitions, and a maturing triage culture.
Mar 20, 20267 min read
DevSecOps
Reachability Analysis For Monorepos And Microservices
Reachability across a monorepo or a microservices fleet needs different engineering than reachability inside a single service. Both are tractable; both have specific failure modes.
Mar 20, 20263 min read
DevSecOps
Shift-Left, Shift-Everywhere: Program Design
Shift-left is necessary but insufficient. A program design that distributes supply chain checks across IDE, CLI, PR, build, and runtime — without redundancy.
Mar 20, 20267 min read
DevSecOps
DevSecOps and Platform Engineering: The Convergence No One Expected
Platform engineering teams are becoming the new home for security controls. Here's why that is both promising and risky.
Mar 20, 20266 min read
Best Practices
How to Implement SLSA Level 3 Practically
SLSA Level 3 requires hardened builds, verifiable provenance, and isolated build environments. Here is the practical path, not the theoretical one.
Mar 20, 20267 min read
Container Security
What is Container Monitoring
Container monitoring tracks metrics, logs, and runtime behavior across ephemeral containers—here's what it covers, why it matters, and how it differs from VM monitoring.
Mar 20, 20267 min read
Regulatory Compliance
ISO 27001 risk assessment methodology
A practical breakdown of the ISO 27001 risk assessment methodology under the 2022 revision, where GRC platforms like Vanta fall short, and how to build a register that survives Stage 2 audits.
Mar 20, 20268 min read
Emerging Technology
DNS Cache Poisoning for Software Updates: 2025
DNS cache poisoning is a known attack class with a new application: hijacking software update checks to ship malicious binaries that pass every signature check.
Mar 20, 20268 min read
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