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AI Security

How does a chat app learn that a connector added a new tool?

Chat apps ask for the tool list and may subscribe to change notices, but delivery is best effort. What that means for security teams who approve tools.

Oct 19, 20266 min read
AI Security

How do I use Safeguard from Claude or ChatGPT?

Connect Safeguard to Claude or ChatGPT to ask about projects, vulnerabilities and compliance in chat. Setup steps, sample questions and safe habits.

Oct 19, 20268 min read
AI Security

How do I explain AI coding risk to a non-technical boss?

A five minute plain-language brief on AI coding risk for a manager: three risks, one table, one worked example and the decisions you need from them.

Oct 19, 20268 min read
AI Security

Should you give an LLM reachability evidence when triaging CVEs?

A model given only a CVE list guesses at relevance. Give it call path evidence from analysis and it can write sharper, checkable triage notes.

Oct 19, 20263 min read
AI Security

When should destructive AI agent actions need two approvers?

Require two approvers when an agent action is destructive, irreversible or costly. How to define the trigger list and avoid approval fatigue. Steps inside.

Oct 19, 20264 min read
AI Security

How do you test an unknown model file in a no-network container?

Load an unreviewed model in a throwaway container with no network, no secrets and a read-only mount, so a malicious file has nothing to reach or send.

Oct 19, 20264 min read
AI Security

How does OWASP excessive agency apply to a remediation bot?

OWASP's excessive agency risk maps cleanly onto fix bots: too many functions, permissions and autonomy. A walk through each root cause with fixes.

Oct 19, 20264 min read
AI Security

Does the AI show its evidence? An explainability test for buyers

A security AI output you cannot check is a risk. Use this three step test to see whether a feature shows the evidence, the steps, and the limits behind its answer.

Oct 19, 20263 min read
AI Security

Does SCA cover the dependencies of MCP servers and AI agents?

MCP servers and agent code are software with dependencies, so SCA applies. It does not judge what a tool call does. Here is where each control fits.

Oct 19, 20266 min read

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