Super Cheap Fabrics · internal

SCF Mega-Bot — “Coco”

Ever-learning fabric & sewing concierge. This is the build endpoint host, not the customer site.

Milestone M0 — scaffold & retrieval stack

✓Catalog parser — width / GSM / colour / weight facets, handle-mismatch guard
✓Cloudflare D1 (faceted catalog) + Vectorize (768-dim) + KV + Workers AI embeddings
✓Live SCF grounding verified (real products, prices/m, exact metres)

Endpoints

POST /api/syncingest products → embed → D1 + Vectorize
POST /api/searchhybrid retrieval: Vectorize rank + D1 faceted live price/stock

Next: M0.5 deep attribute backfill · M1 retrieval brain (“Coco”) · M2 sewing math. Built on the Mira base.