Blogs by Category:
Quality, lineage, testing, and compliance practices for trusted, auditable data.
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.
June 16, 2026
Own your runtime so Fabric throttling doesn't restart your loads. Resume from where capacity smoothing paused, keep the audit trail, and avoid surprise overage reruns.
January 21, 2026
Handle structured, semi-structured, and unstructured data with one metadata framework. Design once, generate for any format, cut tool sprawl, and strengthen governance.
January 8, 2026
Embed runtime checks and observability as code. Run post-load validations, emit structured logs, route by severity, and use metadata to triage fast and recover calmly.