Docker Image Labels: Metadata That Actually Matters
Docker image labels are free-form key-value metadata that, used well, drive SBOM generation, ownership tracing, and vulnerability triage — used poorly, they're just clutter in the Dockerfile.
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.
Docker image labels are free-form key-value metadata that, used well, drive SBOM generation, ownership tracing, and vulnerability triage — used poorly, they're just clutter in the Dockerfile.
The API security definition is straightforward: protecting the APIs that expose your data and logic from misuse, abuse, and unauthorized access. What that covers in practice is broader than most teams assume.
A CVSS 9.8 zero-day-grade remote code execution flaw in the Windows kernel's TCP/IP path lets unauthenticated attackers run code as SYSTEM with no user interaction. Here's what's confirmed, what's hype, and what to do now.
Payment rates hit record lows in 2025 while attack volume surged. The result is a colder, leaner extortion economy built on data theft, not encryption — and a RaaS market reconsolidating around a handful of operators.
The web vitals npm package from the Chrome team measures LCP, INP, and CLS in the field. Here is how to deploy it without turning performance monitoring into a security or privacy liability.
An honest guide to the best LLM security tools in 2026 — from open-source guardrails and red-teaming scanners like NeMo Guardrails, garak, and LLM Guard to runtime APIs and full AI security platforms — with clear guidance on which job each one actually does.
Snyk Container's exclude and allow policies scope ignore rules to specific paths and layers, filtering base-image noise without hiding real application risk.
An AI agent's dependency tree spans packages, MCP servers, models, and system prompts. A step-by-step audit method that actually enumerates all four layers.
Copilot writes ~46% of code where enabled, and studies show ~40% of its security-relevant suggestions are vulnerable. Here's the data on the risk.
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