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.
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.
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.
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.
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.
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.
Aim Security's CVE-2025-32711 exfiltrated Microsoft 365 Copilot data via a single crafted email. The XPIA classifier failed, CSP let attackers through, and CVSS 9.3 followed.
A practical look at supply chain threat detection: the signals that reveal a compromised dependency, build system, or update channel, and how to catch them early.
A grounded look at what platforms are using cybersecurity AI today — across SOC tooling, code scanning, and supply-chain security — and how to tell real capability from marketing.
Claude Code skills package instructions and scripts an AI agent runs on your behalf. That power is also the risk. Here is how to vet and sandbox them.
A software supply chain security solution secures every component that flows into your builds, from open-source dependencies to CI pipelines and artifacts. Here is what one should actually do.
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