Create visualization tools to help investigate and understand why different algorithms produce different results. Possible causes to investigate:
- Querying of stale indexes
- Stale values within single iterations
- Bugs or incorrect use of library APIs
- Algorithm-specific edge cases
This will help identify and fix discrepancies between algorithm implementations.