Blogs by Category:
Quality, lineage, testing, and compliance practices for trusted, auditable data.
September 1, 2026
BimlFlex resolves every setting through scopes: a global default, a project override, an override pinned to a single object. Here is what that looks like in the Settings editor, and how the resolved value lands in the pipelines you generate.
August 26, 2026
Most data contracts live in a document beside the pipeline. BimlFlex stores the mapping as versioned metadata, blocks Save while a fatal validation stands, and names every type conversion in the package it generates.
August 7, 2026
When a source system widens a column or changes a decimal scale, the evidence usually lives in someone's memory. The BimlCatalog in your own database records each data-flow column's full type signature with effective dating.
July 13, 2026
Governed code generation, not improvised output. BimlFlex controls hundreds of settings so retargeting from SQL Server to Snowflake produces consistent, reviewable code that stays predictable.
June 30, 2026
Row-count checks miss the errors that matter. BimlFlex reconciles with control totals and per-load evidence as it loads, so corrupt data can't slip through on a matching count.
June 19, 2026
Get audit-ready reconciliation evidence written to tables you own. BimlFlex records per-load row counts and control totals as it loads, queryable forever, with no screenshots or PDFs.
