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
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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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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
AI Security
Permission-aware retrieval: keep internal search from leaking repos
An internal search index can expose code a user could never open. How to carry repository permissions into retrieval, per OWASP's vector guidance.
Oct 18, 20264 min read
AI Security
OWASP LLM03 supply chain: the ten mitigations as a checklist
OWASP's LLM03:2025 Supply Chain entry lists ten prevention steps. Here they are as a working checklist for model, dataset and library intake in your team.
Oct 18, 20263 min read
AI Security
OpenAI remote MCP tool in the Responses API: approvals and risks
How the Responses API connects to remote MCP servers: configuration fields, approval requests, allowed tools, the connector deprecation and stated risks.
Oct 18, 20263 min read
AI Security
NYC MyCity chatbot gave wrong legal answers: what The Markup found
In March 2024 The Markup reported New York City's business chatbot gave answers that conflicted with the law. The examples, the response, and the lessons.
Oct 18, 20263 min read
AI Security
How to use the NIST AI RMF Playbook without turning it into a checklist
The AI RMF Playbook offers suggested actions per subcategory. Here is how to pick the few that fit your risk, assign owners, and skip the rest on purpose.
Oct 18, 20263 min read
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