Day 4 challenge done 🟢 · AI Automation Society

Day 4 challenge done 🟢

I've been running the automated dental lead finder on Trigger.dev. Each week it hits 40 Canadian cities through SerpAPI, looking for practices with outdated sites, specifically ones missing HTTPS or not mobile-friendly. Anything that qualifies shows up in my Notion database Monday morning.

I kept getting duplicate leads even though I was using idempotency keys. The catch is Trigger.dev's idempotency only lasts 24 hours, so re-runs after that window just slip through. Claude Code helped me sort it out.

We tightened the Notion check to match on either the Google Place ID or the business name and city combo. Now a practice only gets logged once, regardless of when the task fires again.

#AISChallenge

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