AI Security
AI Code Checker: What It Catches and What It Misses
An AI code checker uses a language model to review code for bugs and security issues. Here is where it genuinely helps and where trusting it blindly bites you.
Mar 11, 20266 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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Articles
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The Full Form of MCP: What Model Context Protocol Means for Security
The full form of MCP is Model Context Protocol, the open standard that lets AI models talk to tools and data. Here is what it is and where the security risks live.
Mar 11, 20266 min read
Infrastructure Security
What is Configuration Drift
Configuration drift silently pulls live systems away from their secure baseline — and it's behind some of the largest cloud data exposures on record.
Mar 11, 20267 min read
AI Security
How to Secure a Docker Container: A Practical Hardening Guide
A secure Docker container starts with a minimal base image, a non-root user, and a scanned, pinned dependency set. Here's the hardening checklist that actually holds up in production.
Mar 11, 20266 min read
Comparisons
Mend vs Checkmarx vs Snyk: A Practical Comparison
Mend security, Checkmarx, and Snyk all promise to cover SCA and SAST, but they arrive from different roots and that shows up in how each one actually performs day to day.
Mar 11, 20265 min read
Compliance
Docker Compliance and Scanning for Regulated Teams
Regulated teams can't treat container scanning as a one-time gate — auditors want a documented, continuous process tied to actual docker vulnerability news, not a clean scan from six months ago.
Mar 11, 20265 min read
Compliance
Real-world SOC 2 report example walkthrough with download...
A section-by-section walkthrough of a real SOC 2 Type II report, with a downloadable sample, plus where Secureframe's evidence trail leaves gaps auditors flag.
Mar 11, 20268 min read
Threat Intelligence
Storm-0558 Microsoft Cloud Identity Aftermath
Storm-0558 forged Microsoft cloud tokens with a stolen MSA key and read government email. Three years later the architectural lessons are still unevenly applied.
Mar 11, 20267 min read
Supply Chain Attacks
VS Code Marketplace Malware Campaigns in 2025
A senior engineer's review of the 2025 VS Code Marketplace malware wave, including typosquats, trojanized themes, and extensions that stole npm tokens at scale.
Mar 11, 20267 min read
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