Intent-Based Approval vs. Permission Control for AI Agents

Restricting AI agent permissions kills productivity. Granting full access creates risk. Intent-based approval gives you both — full agent capability with human oversight on every high-risk action.

Why Built-in AI Agent Safety Features Aren't Enough

AI agents ship with built-in safety features, but they have three fundamental limitations: they can be bypassed, they lack granularity, and they operate as a black box.

AI Agent Risk: The 7 Actions You Should Never Let Run Unattended

Not all AI agent actions are equal. These seven categories carry irreversible consequences — and every team running agentic AI should have a policy for each one.

Human-in-the-Loop AI: What It Actually Means in 2026

The term gets thrown around a lot. Here's what human-in-the-loop actually means for modern AI agents — and why the old definition no longer applies.

What Happens When an AI Agent Goes Wrong: 5 Real Cases

AI agents are deleting files, pushing to production, and sending emails — without asking. Here are five real incidents and what they reveal about the risks of unsupervised agentic AI.

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