Blogs by Category:
Quality, lineage, testing, and compliance practices for trusted, auditable data.
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.
January 6, 2026
Prevent data issues before they hit production. Learn how to codify contracts and gates in metadata, enforce schema and quality checks at design-time, and build trust with automated validation.
December 11, 2025
Enforce data contracts at runtime with layered validation gates. Catch schema and quality issues early, route violations consistently, and recover with quarantine and replay using metadata-driven automation.