MongoDB Dashboard Performance: Indexes and Aggregations

Dashboard performance degrades quietly. Users notice when filters take 3 seconds, not when they take 300ms.

For Maxel Tracker, the wins came from compound indexes aligned to filter patterns, aggregation pipelines that projected early, and pagination that didn't load entire collections into memory.

Measure before optimizing. MongoDB's explain output tells you more than guessing which index to add.