One Node service runs the AI core, the WhatsApp Cloud API webhook, web chat and a live dashboard. Lead updates go to any CRM, GoHighLevel included, through a webhook. A suite of golden test conversations (prices quoted word for word, discount traps, Arabic, jailbreak attempts) gates every prompt or model change.