When a Model Swap Becomes a Post‑Mortem: The Expensive Mistakes Teams Keep Repeating

A quiet Friday call turned ugly: metrics that had held steady for months dropped, customers complained, and rollback raised more questions than answers. The post‑mortem showed the same pattern I've seen across teams: a shiny model was chosen for the ...