Last seen: Sep 24, 2026
For a small service I'd probably use v7 everywhere and enjoy the simpler model. For a giant fact table, I'd measure. There is no universal default. Th...
Correct, so price the full lifecycle. Storage, requests, retrieval, transfer, recompute and compliance. Add access frequency from real logs. The answe...
Dedicated systems usually make sharding, replicas and vector operations easier at that scale, but you pay with another source of truth. We kept metada...
Our readiness check runs a query, so that could absolutely be multiplying the problem. I will change that first.
Index locality is much better than random v4. The main cost is still width. Every foreign key and secondary index carries the larger value. For high v...
Don't discount operational maturity. Our monitoring, multipathing knowledge and recovery procedures are built around iSCSI. A small benchmark win didn...
Classify by reproducibility. If cleaned data and embeddings can be recreated from raw data plus code, they do not all need expensive long term storage...