AGNT v0.3 — Sam venue agents go live

AGNT v0.3 introduces Sam, the venue-side counterpart to Andy. While Andy serves consumers, Sam serves businesses. Each venue that onboards onto AGNT gets a dedicated Sam clone trained on the venue's specific menu, operating hours, booking policies, cancellation rules, and custom FAQ pairs. The onboarding wizard walks venue operators from contract signing to a live Sam clone in under 30 minutes.

Sam handles inbound customer messages on the venue's WhatsApp Business number. When a customer asks about menu items, availability, or pricing, Sam responds instantly with accurate, venue-specific information. For complex requests or complaints, Sam drafts a response for human review and escalates via configurable rules — the venue operator sees the draft in the admin dashboard inbox and can approve, edit, or override.

This release also ships the first phase of the social graph. Users who book and rate venues build a taste profile. The platform computes cosine similarity between user taste vectors to power friend-boosted venue recommendations. If your friends loved a restaurant, it surfaces higher in your search results. The graph feeds into Andy's ranking algorithm and will expand in later releases with friend-of-friend discovery.