Persistent Test Run History and Analytics

Problem: Debug runs are not persisted, hindering regression and performance tracking.

Use case: Enable long-term testing workflows with historical comparisons.

Functionality: Store all runs with timestamps and versions, searchable and filterable history, and side-by-side comparison of different runs and versions.