Ship data pipelines that stay correct
The load succeeds, the dashboard renders, and the warehouse quietly diverges from the source. These catch it at the point it happens.
Curated by Code Recycle Editorial
- 1
The load SUCCEEDS. The new column is dropped, the retyped one is coerced, and the warehouse quietly diverges.
Why it's here: The new column is dropped and the retyped one is coerced. The load reports success.
- 2
Guess the delimiter wrong and you do not get an error -- you get one column, or every value shifted by one.
Why it's here: Refuses to guess a delimiter when two dialects explain the sample equally well.
- 3
Daily metrics computed in UTC are wrong for a whole timezone, and DST days do not have 24 hours.
Why it's here: Calendar buckets that survive DST and refuse an unknown timezone.
- 4
Comparing prices across currencies without recording the rate produces a “change” that is entirely FX movement. The alert gets muted and a real repricing goes unnoticed.
Why it's here: Separates a real price move from FX movement and rounding noise.
- 5
Channels report stock asynchronously, so a unit sold on one is still listed on another. The first symptom is a cancelled order and a lost customer.
Why it's here: Classifies every discrepancy by cause; unexplained is its own outcome.