Human-in-the-Loop AI: Designing Approval Gates That Actually Control Risk
An engineering guide to risk tiers, durable approval state, reviewer UX, audit trails, and safe execution for consequential AI agent actions.
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Tag: Human-in-the-Loop
Read Human-in-the-Loop AI: Designing Approval Gates That Actually Control Risk
How to Secure AI Agents Before They Access Real Systems
A broad production security baseline for AI agents covering identity, least privilege, tool policy, data boundaries, secrets, approvals, sandboxing, auditability, and kill switches.
AI Agents vs. Traditional Automation: A Practical Decision Guide
A practical framework for deciding when deterministic automation is enough, where an AI-assisted workflow adds value, and when an autonomous agent is justified.