Holding Revamp Went Live. Then Reality Check Hit Hard

Introduction In the previous article, we shared how we redesigned Holdings retrieval to eliminate unnecessary work. The architecture looked solid, and the rollout was ready. Then we deployed it. With millions of users accessing Holdings every day, the rollout looked healthy overall. But a handful of users started reporting behaviour that didn’t make sense. The issues were rare, difficult to…

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