AI Security
Do scheduled AI tasks ask permission when nobody is watching?
It depends on where the task runs. Cloud routines run without approval prompts, desktop tasks follow a permission mode, and sandboxed tasks fail closed.
Oct 19, 20267 min read
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Do MCP servers and tool definitions cost tokens before you ask anything?
Yes. Tool definitions are part of every request and count toward the context window. Here is how many tools add overhead and how to trim it safely.
Oct 19, 20267 min read
AI Security
Do I need an API key to use security tools in my AI chat plan?
Whether an MCP security connector needs an API key depends on how it signs you in. Here is how OAuth, shared keys and local setups differ for buyers.
Oct 19, 20267 min read
AI Security
Do AI tutor features add supply chain risk to student data apps?
An AI tutor adds model providers, SDKs, and tool connections to your dependency list. What to inventory and control before student data flows.
Oct 19, 20264 min read
AI Security
Do AI steps added to RPA workflows need extra security checks?
Yes. An AI step reads text it cannot fully trust and can act on it. Treat its input as untrusted, limit the bot's actions and keep humans on risky steps.
Oct 19, 20264 min read
AI Security
How do you check an AI agent for excessive agency? Three cause checklist
Excessive agency comes from too much functionality, permission or autonomy. A checklist of questions for one agent, with what a good answer looks like.
Oct 19, 20263 min read
AI Security
Do Hugging Face dataset loading scripts run code on your machine?
Yes. A dataset script is Python. The Datasets library blocks them by default and requires trust_remote_code=True. When to say yes and what to check.
Oct 19, 20264 min read
AI Security
Do your developers use AI coding tools? Answering the dependency question
Customers ask whether AI coding assistants add dependencies to your code. Explain how suggested packages face the same controls as human changes.
Oct 19, 20263 min read
AI Security
What is the credential proxy pattern for cloud coding agents?
A credential proxy attaches tokens to outbound requests outside the sandbox so the agent never holds them. How it works, its limits, and when to build it.
Oct 19, 20266 min read
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