Hype
Built at The Harness Engineering & Model Wrangling #SFTechWeek Hackathon · Oct 11, 2026 · San Francisco, CA

Agents forget people between conversations and repeat the same mistakes. We built Amble’s Atlas memory loop to preserve context and learn from feedback: record conversation turns, recall relevant memories, judge replies, and consolidate memories and lessons through Dream. Lessons guide later answers, while a mind panel exposes the process. Our native memory prototype uses Voyage embeddings and a verified ready, queryable Atlas Vector Search index.