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Warehouse Route Optimization

The technical appendix to the warehouse optimizer case study: product workflow first, route benchmark second, data consistency third.

3 parts · complete

  1. 1
    · 7 min read

    A Pick List Is Not a Route

    How a barcode scan became a warehouse route: order lookup, slot choice, shelf ergonomics, and the graph hidden under a pick list.

  2. 2
    · 9 min read

    Why Jump Point Search Lost to a Lookup Table

    The route optimizer benchmark track: JPS was a reasonable pathfinding choice, but precomputed Dijkstra tables, SlotId compression, and an exact ILP referee fit the warehouse better.

  3. 3
    · 7 min read

    The Excel Round Trip That Kept Warehouse Data Safe

    The data pipeline behind the warehouse system: spreadsheet exports, safe imports, gRPC streaming, typed validation errors, staging tables, and an atomic swap against the ERP database.