AI Security
MCP Architecture Explained: A Security Guide
The Model Context Protocol connects AI models to tools and data through a client-server design. Understanding that architecture is the first step to securing it.
May 19, 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.
Filter
Articles
RSS feedAI Security
AI-Based Cybersecurity Tools: What to Look For
AI based cybersecurity tools range from genuinely useful triage assistants to thin wrappers around a generic model, and the difference is usually visible in how the tool handles context, not in its marketing.
May 19, 20265 min read
AI Security
Container Security on AWS: A Practical Hardening Guide
Container security on AWS spans the image, the registry, the runtime, and IAM. Get those four layers right and you close the gaps that cause almost every incident.
May 19, 20266 min read
AI Security
AI Security Apps: What They Do and How to Evaluate Them
An AI security app uses machine learning to detect, prioritize, or remediate security issues. Here is what the category actually delivers and how to judge one.
May 19, 20266 min read
AI Security
How Do You Audit a Container Image for Security?
A container image audit inspects every layer of an image - base OS packages, application dependencies, secrets, and configuration - to find what an attacker could exploit before you deploy.
May 19, 20266 min read
AI Security
How to Choose an AI Cybersecurity Company in 2026
An AI cybersecurity company uses machine learning to detect, prioritize, and remediate threats faster than rules alone. Here is how to evaluate one honestly.
May 19, 20265 min read
AI Security
MCP-Led Automation: Securing Model Context Protocol Workflows
MCP-led agent workflows hand real tools to a language model. That power is also the attack surface. Here is how tool poisoning works and how to defend against it.
May 19, 20267 min read
AI Security
Asana MCP Cross-Tenant Leak: A SaaS Connector Failure Mode
From May 1 to June 17, 2025, Asana's MCP server exposed records from one customer's workspace to another. The bug was a textbook authorization break wearing an AI label.
May 18, 20267 min read
AI Security
Keeping secrets out of agent context windows: brokers, scoped tokens, and redaction
Every secret that touches an agent's context window is a secret the agent can leak. Just-in-time credential brokers, scoped-token issuance, and redaction layers keep the surface small without breaking the agent's ability to do real work.
May 15, 20268 min read
Stay informed
Weekly insights on software supply chain security, delivered to your inbox.
Self-healing security runs on Safeguard.
Your first fix PR is minutes away.
No sales call required, even your agent can complete the purchase over MCP.