Show HN: The cutest WhatsApp concierge for dog friendly travel
Source: HackerNews AI Launches
Sentiment: POSITIVE — Score: 75/100
Published: 2026-04-12T15:45:57.000Z
"Pet-friendly" is a LIE, its the most meaningless tag in hospitality. Nobody verifies what it means and its hairy out there, I see breed restrictions, weight limits, off leash space, fee structures, and what made me crazy is that none of it standardized, none of it checked. So I built a structured dataset covering 58,000 venues and 85,000 trails across 56 countries, all verified, the validation and data decay pipeline at scale is the hard part.Kali is the interface.She is a WhatsApp native AI concierge. Dog owners message her, she answers from real data, not scraped tags. She can tell them where the best dog friendly bars, restraurants, dog parks, trails, events, and activities are in the 50+ countries but especially the US and UK.Architecture:Cloudflare Worker (TypeScript), D1 for conversation state, KV for user profiles Claude Haiku for all conversations. p95 latency 9 seconds.Cost per conversation roughly $0.01-0.03Vectorize semantic search across venue and trail data. Speaks 30+ la...
Original article: https://kaliconcierge.com/