Good point, @AmitDECopilot  that gap between "row changed" and "value actually changed enough to matter" is where most CDC setups trip up. We hit the same thing on a Gold-layer project: CDF told us data moved, but teams really wanted to know "did the number that matters cross a line" - like a risk score jumping into a new bucket. So we added a simple check that only alerts when that meaningful shift happens, not every time a row is touched.

One thing I'm curious about - when a source record comes in late or gets corrected, do you reprocess everything from raw again, or just patch the already-computed table directly?