Blog
Research, perspectives, and field notes on where security is heading.
The Loop
Analysis of the tj-actions/changed-files compromise that exposed secrets through mutable GitHub Action tags in 23,000+ repositories.
· Cantina
The Loop
Manual compliance evidence collection creates operational friction; continuous automated compliance reduces audit timelines and engineering overhead.
· Cantina
The Loop
Spring AI's SimpleVectorStore is vulnerable to remote code execution through SpEL injection in filter expressions when keys are not properly sanitized.
· Cantina
The Loop
Enterprises managing 45-83 security tools face fragmentation, alert fatigue, and financial losses that agentic AI platforms can resolve.
· Cantina
The Loop
An AI-driven security tool discovered a 15-year-old buffer overflow vulnerability in XZ Utils before attackers could exploit it.
· Cantina
The Loop
A threat actor compromised an axios maintainer account and published malicious npm releases that delivered cross-platform malware to approximately 3% of affected installations.
· Cantina
The Loop
How agentic security platforms autonomously defend against CVE-2026-21643, a critical pre-authentication SQL injection vulnerability in FortiClient EMS.
· Cantina
The Loop
A high-severity vulnerability in Claude Code allowed privilege escalation through workspace trust dialog bypass.
· Cantina
The Loop
A high-severity Cypher injection vulnerability in Spring AI's Neo4j component was identified and autonomously remediated by Cantina's Apex security tool.
· Cantina
The Loop
Technical analysis of CVE-2026-22738, a critical Spring AI vulnerability enabling remote code execution through unvalidated SpEL injection in vector store filters.
· Cantina
The Loop
A supply chain compromise in LiteLLM versions 1.82.7 and 1.82.8 delivered malware through PyPI that executed at Python startup via .pth files.
· Cantina
The Loop
A comprehensive guide addressing AI-powered defense tools and AI system security for SOC analysts, security engineers, and CISOs navigating 2026's threat landscape.
· Cantina
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