Problem
Automation workflows can become brittle when rate limits, retries, and idempotency are not handled well.
Solution
Built n8n workflows with state tracking in Supabase, explicit retry strategy, and controlled publishing paths.
Impact
Content workflow became stable and repeatable, with less manual intervention and better output consistency.