AI Security
A risk framework for enterprise AI coding and agent tool rollouts
Samsung banned ChatGPT company-wide after three leaks in 20 days. A working framework for data exposure, model supply chain, and access control risk.
Jul 9, 20267 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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When Shared AI Chats Become Public Search Results
In July 2025, ~4,500 shared ChatGPT conversations turned up indexed on Google. Here's why sharable AI chats leak, and how enterprises stop it at the gateway.
Jul 9, 20266 min read
AI Security
AI risk management best practices: a lifecycle framework
NIST's AI RMF has four functions and MITRE ATLAS now tracks 84 adversarial techniques — most AI risk programs still only cover one lifecycle stage.
Jul 9, 20266 min read
AI Security
AI agents in AppSec pipelines: triage, remediation, and guardrails
GitHub's Copilot Autofix cuts median fix time from 1.5 hours to 28 minutes — but a 2025 Replit agent incident shows why autonomy needs hard limits.
Jul 9, 20266 min read
AI Security
Agentic Commerce: Why Your SaaS Has to Let AI Agents Buy
AI agents already research, compare, and recommend software — but the moment they hit a paywall, they stall and hand the job back to a human. Here's why that gap is expensive, and how agent-native purchasing closes it.
Jul 9, 20264 min read
AI Security
The OWASP Top 10 for LLM Applications, Explained
The OWASP LLM Top 10 is the closest thing the field has to a shared checklist for AI security. Here is what each of the ten risks actually means, in plain language, with the defenses that matter.
Jul 8, 20266 min read
AI Security
What Is the Model Context Protocol (MCP)? And What It Means for Security
MCP is the USB-C of AI integrations — one open standard for connecting models to tools and data. It also standardizes a fresh attack surface, so understanding both halves matters.
Jul 8, 20265 min read
AI Security
Red-Teaming AI Applications: A Field Guide
You cannot secure an LLM application by reading its code alone. You have to attack it the way an adversary will — with language, with poisoned content, and with the goal of making it do something it should not. Here is how to run an AI red team.
Jul 8, 20265 min read
AI Security
MCP Protocol News: The 2026 Spec Update and Its Security Fallout
The biggest MCP protocol news of 2026 is a major specification overhaul that fixes old flaws and shifts a load of new security responsibility onto developers.
Jul 8, 20266 min read
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