Kay
Built at The Harness Engineering & Model Wrangling #SFTechWeek Hackathon · Oct 11, 2026 · San Francisco, CA
Fit Gate is a daily outfit stylist built as a self-rewriting agent harness. Pick a mood and occasion, and it styles looks from your real closet using long-term memory in MongoDB Atlas. Every Wear or Pass becomes a memory, and the agent rewrites its own Style Rules, within guardrails, so it gets better each day.