AI Security
How do you evaluate an LLM for security work?
Test an LLM on your own security tasks with labeled answers, repeat runs and a failure log. Six mistakes teams make when they pick a model on benchmarks.
Oct 18, 20264 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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How do AI agents and robots change elevator maintenance risk?
Maintenance agents that read telemetry and open work orders add new paths to a lift. Five questions to redraw the threat model, with standards we verified.
Oct 18, 20265 min read
AI Security
Utility work with AI agents and robots: what changes in the threat model?
Drones, robots and planning agents add commands, data and software to utility work. Keep agents advisory, isolate their network, log every action.
Oct 18, 20264 min read
AI Security
How do AI agents change the threat model for drone inspection?
AI agents add inputs, tools and decisions to drone inspection. Update the threat model with prompts, data and approvals using CISA, NIST and OWASP.
Oct 18, 20264 min read
AI Security
What mistakes do teams make with data residency and on-prem LLMs?
Running an LLM on premises does not settle data residency by itself. Six common mistakes, from forgotten logs to cross-border transfers, and what to check.
Oct 18, 20264 min read
AI Security
Data residency and on-prem LLMs: a hands-on checklist
Where prompts, files, logs and embeddings live decides data residency. Use this checklist to map data flows, transfer rules and where on-prem models help.
Oct 18, 20264 min read
AI Security
Does an on-prem LLM solve data residency? What it does and does not
An on-prem LLM keeps prompts on your hardware, which helps data residency, but logs, embeddings and access still need controls. How to think it through.
Oct 18, 20264 min read
AI Security
LLM04 data and model poisoning: which controls work and which do not
Provenance tracking, dataset versioning and isolation help against poisoned data. Trusting a download or output filters alone do not. A practical sort.
Oct 18, 20264 min read
AI Security
Which security work fits inside a Claude Team plan?
Claude Team lists $20 per Standard seat billed annually and $100 for Premium, with per-person limits. Which security tasks fit. Prices checked 18 Oct 2026.
Oct 18, 20265 min read
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