Why an ID Check Let the Same PDF Into Our Pipeline Twice
The same PDF reached our pipeline twice under new IDs. Here's how to deduplicate documents by content hash, key it by owner and let the lookup fail open.
Engineering
Engineering stories, investigations and lessons from the team building Multibagg AI.
Why a 0.86 ms Qdrant Query Timed Out at 60 Seconds in Our Script
A Qdrant filter timeout at 60 seconds, yet one query took 0.86 ms. How an integer match on a keyword payload index forced a full scan, and the simple fix.