The real problem was two things combined: Render spins down your instance after 15 minutes of no traffic — so scheduled workflows never fired because n8n was asleep Before you connected Aiven, your workflows were saving to Render's local disk — which gets wiped on every restart. That's why work kept disappearing.

Schemas , migrations , validation using valibot , crud operations , apis , authentication

Role-based startup funding and investment tracking system with founder equity management, cap table monitoring, and normalized MySQL database design.

backend +frontend implementation