Why AI Can't Fix Stock Register Queries: 12 Years of Snapshot Log Evolution

Calculating stock balances with SUM() or window functions on millions of rows causes hour-long waits and filesort disasters in MySQL. The article presents a Snapshot Log architecture that stores state snapshots, reducing complexity to O(1) by always reading the last row. It warns that AI assistants often suggest textbook solutions that break real-world inventory systems.