Technical writing on GCP cost optimization, cloud engineering, and building production systems on Google Cloud.
April 16, 2026
What we learned building HS classification for Canadian forwarders
Two HS codes for a remanufactured Ford F-150 transmission. One is wrong. Here's how that edge case shaped our classification engine.
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