data-engineering
Why database tools are split - and that's the real problem
Database tools didn’t evolve as one system. They split into IDEs for working with data and pipelines for moving it — and now every workflow lives between them.
etl
snowflake
How We Solved the Snowflake Parquet Timestamp Corruption Problem
Timestamps from Parquet files were showing up as year 37366 in Snowflake. Here’s how we diagnosed and solved this issue in DBConvert Streams using Arrow and proper Snowflake configuration.
etl
ETL vs ELT — Why the 'T' Moved to the End in the Cloud Era
The 'T' in ETL didn't disappear — it just got better timing. Learn why cloud warehouses enabled ELT, when ETL still makes sense, and how DBConvert Streams gives you both patterns in one platform. Plus: see custom SQL transformations during migration in action.