AI Security
Vector DB Security Considerations
Vector stores hold derivatives of your most sensitive text. We cover the access, isolation, and integrity controls production deployments of Pinecone and Weaviate need.
Jun 16, 20265 min read
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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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How Snyk Agent Fix's agentic retry loop self-corrects fai...
A technical look at how Snyk's Agent Fix uses a bounded, feedback-driven retry loop to validate and self-correct AI-generated vulnerability fixes before they reach a pull request.
Jun 15, 20268 min read
AI Security
AIBOM in 2026: Treating AI Models as a Software Supply Chain
The AI bill of materials is graduating from optional security artifact to procurement requirement. Here is what AIBOM/ML-BOM actually tracks in 2026, how it ties to the EU AI Act, and where it still falls short.
Jun 15, 20267 min read
AI Security
Slopsquatting: When AI Hallucinates Package Names
LLMs invent plausible package names; attackers register them and wait. How slopsquatting works, why hallucinations repeat predictably, and the gates that stop it.
Jun 14, 20266 min read
AI Security
OWASP Top 10 for LLM Applications explained
A breakdown of the 2025 OWASP Top 10 for LLM Applications—prompt injection, supply chain, excessive agency—with real examples and fixes.
Jun 14, 20267 min read
AI Security
Securing LangChain and LlamaIndex Applications in Production
Agent frameworks ship fast and patch fast. The CVE history, the dangerous defaults, and a production hardening baseline for LangChain and LlamaIndex apps.
Jun 14, 20266 min read
AI Security
Prompt injection attacks: direct vs indirect
Direct prompt injection comes from the chat box; indirect injection hides in the data your AI agent trusts. Here's how the two attack types differ and what stops each.
Jun 14, 20266 min read
AI Security
Agent hijacking: the real-world impact of prompt injection
From a zero-click Microsoft 365 Copilot breach to poisoned MCP servers, AI agent hijacking is now a real, documented software supply chain threat.
Jun 14, 20267 min read
AI Security
Securing Model Context Protocol (MCP) servers
MCP server security explained through real 2025 CVEs, tool poisoning, and rug-pull attacks, plus concrete controls security teams need to defend AI agent tool calls.
Jun 14, 20267 min read
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