AI Security
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
Resources
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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Anatomy of a Software Supply-Chain Worm: A Post-Mortem Framework
500+ npm packages backdoored in days, then 796 more two months later. A repeatable post-mortem framework for self-propagating open-source worms.
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
Application Security
AI-driven DAST for modern applications
73% of open-source developers now use AI coding tools. Dynamic testing built for nightly crawls can't keep pace with apps that reshape their attack surface daily.
Jul 9, 20267 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
Buyer's Guides
Best container registry vulnerability scanning tools
A practical look at container registry scanning tools — evaluation criteria, six real vendors compared fairly, and how Safeguard closes the supply-chain gaps scanning alone leaves open.
Jul 9, 20268 min read
Comparisons
Fortify Scan vs Modern SAST Tools: What Changed
A Fortify scan still catches classic code-level flaws well, but the SAST category has moved toward faster feedback and reachability-aware prioritization since Fortify's architecture was designed.
Jul 9, 20265 min read
Cloud Security
Kubernetes ingress controller vulnerability roundup
Ingress-nginx, Apache APISIX, and other Kubernetes ingress controllers have racked up critical CVEs since 2021 — here's what actually happened.
Jul 9, 20267 min read
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