Concierge Selftest: Suppressing Duplicate AI Card Production

Description and use

Concierge Selftest effectively prevents duplicate AI card creation, saving resources and simplifying operator workload.

Problem

AI-generated cards were being produced redundantly, wasting compute, cluttering UI, and confusing operators.

Outcome

Duplicate suppression prevented redundant card creation, saving compute cycles, reducing UI clutter, and lowering operator workload.

Workflow

• Generate unique ID for each proposed card
• Check proposed ID against registry of produced cards
• If ID exists, flag as duplicate and suppress creation
• Log suppression event with details
• Proceed with first successful card creation

Evidence

duplicate suppressed (redundant drafters collapse) — {"ok":true,"duplicate":true,"existing":"064139fe48f3bd02"}

Source

ok a Telegram card was produced — draft 064139fe48f3bd02

Source