AI Security
Does redacting code before asking an AI assistant really protect it?
Redaction removes obvious secrets but not logic, structure or context. Learn what it protects, what it leaves, and when not to share at all.
Oct 19, 20263 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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Does my AI chat provider see data from a security connector?
Yes, tool results flow into the conversation, so the chat provider's service handles them. What moves where, and which terms to check before connecting.
Oct 19, 20267 min read
AI Security
Does Hugging Face scanning make a model safe to load?
Hub scans for malware and pickle imports help, but the host says they are not foolproof. Here is what they check and what you still need to do yourself.
Oct 19, 20264 min read
AI Security
Does grounding an LLM with advisory data stop hallucination?
Grounding reduces made-up answers but does not remove them. What retrieval fixes, what it leaves, and how to check a grounded security answer.
Oct 19, 20263 min read
AI Security
Does asking an AI to double check a package name actually work?
Asking the same assistant to confirm a package exists is not a verification. The registry is the source of truth. Here is a ten second check that works.
Oct 19, 20264 min read
AI Security
Does an LLM know which CVEs are being exploited right now?
No. An LLM cannot reliably tell you what is exploited today. Use a live exploitation source such as the CISA KEV catalog and give it to the model as input.
Oct 19, 20264 min read
AI Security
Does a hosted AI model API count as a component in your product?
Yes. A hosted model API is a supplied component you depend on. Record it in your inventory with its version, data flows, owner, and a fallback plan.
Oct 19, 20263 min read
AI Security
Do you scan open source packages for malware? How to answer customers
Vulnerability scanning and malicious package detection are different controls. Learn how to answer a customer without mixing them up or overclaiming.
Oct 19, 20263 min read
AI Security
Do you need an AI agent or a fixed workflow? A plain decision guide
Not every task needs an AI agent. Use five plain questions to choose between a fixed workflow and an agent, with a scoring example and safety tradeoffs.
Oct 19, 20268 min read
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