Skills encode deep Qdrant knowledge so coding agents can make the engineering decisions that determine whether vector search works well: quantization, sharding, tenant isolation, hybrid search, model ...

WinBoat is currently in beta, so expect to occasionally run into hiccups and bugs. You should be comfortable with some level of troubleshooting if you decide to try it, however we encourage you to ...