Wilson has 27 Supabase Edge Functions in production spanning AI tutoring, email AI, lead generation, quiz generation, and negotiation. This talk covers the patterns, the gotchas, the streaming architecture, and how to orchestrate edge functions as a lightweight serverless backend — including the Q-learning router that routes between 6 AI models.