Guardrails that Keep AI UX Safe and Fast

Guardrails to reuse

• Always show what data was used for a suggestion with a one-tap “show receipts” link.
• Enforce a 1.5s SLA on inline helpers; fall back to cached tips when the model slows down.
• Ask for permission before an agent executes a write, and provide the diff for review.

Starter checklist

Copy the consent modal, action receipts, and tone guide templates linked in this brief.