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AI Security

Registering MCP servers and agents in Guard: what the inventory does

Guard needs a record of each MCP server and agent to target policy, track health and block an agent. What registration involves and a few sharp edges.

Oct 18, 20263 min read
AI Security

Ten security questions to ask an AI vendor before you buy

Ten questions about data use, model providers, retention, access controls and incident handling for reviewing an AI vendor in your third-party process.

Oct 18, 20263 min read
AI Security

Prompt logs for debugging: sampling and redaction choices

You need some prompts to debug an AI feature, but not all of them. How to choose between full capture, sampling and metadata only, and who may read them.

Oct 18, 20263 min read
AI Security

Prompt injection risks in AI code review bots

A review bot reads untrusted text from pull requests. How indirect prompt injection applies to it, and the OWASP mitigations that matter most.

Oct 18, 20263 min read
AI Security

Prompt injection in SOC AI assistants: logs are untrusted input

Attackers control some of the text a SOC assistant reads. Learn how indirect prompt injection reaches log data and how to limit what the model can do.

Oct 18, 20263 min read
AI Security

Prompt injection against coding agents, explained for developers

How text in a README, issue or web page can steer a coding agent, what OWASP says helps, and which agent permissions to limit first to reduce harm.

Oct 18, 20263 min read
AI Security

Pre-launch checklist: stop an LLM app leaking personal data

A pre-launch checklist for LLM sensitive information disclosure: sanitise inputs, limit data access, set retention terms and test for cross-user leaks.

Oct 18, 20263 min read
AI Security

Pilot plan for an AI triage tool in two weeks

A two week plan to test an AI alert triage tool safely: shadow mode, a labeled reference set, clear pass criteria and a decision on how much trust to give.

Oct 18, 20263 min read
AI Security

Permission-aware retrieval for multi-tenant vector stores

How to stop one user's documents surfacing in another's RAG answers: permission-aware vector stores, partitioning and tagging, per OWASP LLM08.

Oct 18, 20263 min read

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