The DataKitchen Blog

DataOps insights, data quality best practices, and product updates from the team.

The Seven Deadly Sins of AI-Generated Data Pipelines

The Seven Deadly Sins of AI-Generated Data Pipelines

Chris Bergh · August 16, 2026
I Wrote Data Quality Tests for 3 Million NYC Taxi Rides in Five Minutes

I Wrote Data Quality Tests for 3 Million NYC Taxi Rides in Five Minutes

Chris Bergh · August 7, 2026
Your Best Data Quality Rules Live in Someone Else's Head

Your Best Data Quality Rules Live in Someone Else's Head

Chris Bergh · August 4, 2026
There Is No Microsoft Data Quality Tool in 2026. There Are Nineteen.

There Is No Microsoft Data Quality Tool in 2026. There Are Nineteen.

Chris Bergh · August 4, 2026
The Blueprint or the Fire Alarm Panel: Why Data Test Coverage Beats Data Lineage

The Blueprint or the Fire Alarm Panel: Why Data Test Coverage Beats Data Lineage

Chris Bergh · July 27, 2026
IQVIA, specialty pharmacy, and your own files: the commercial data most likely to be wrong

IQVIA, specialty pharmacy, and your own files: the commercial data most likely to be wrong

Chris Bergh · July 15, 2026
Why Testing Commercial Pharma Data Is Harder Than Anyone Tells You

Why Testing Commercial Pharma Data Is Harder Than Anyone Tells You

Chris Bergh · July 8, 2026
TestGen MCP Cheat Sheet: 96 Tools, One Page, Zero Excuses

TestGen MCP Cheat Sheet: 96 Tools, One Page, Zero Excuses

Chris Bergh · July 6, 2026
Shopping for Tests: A New Faceted Picker for TestGen's Test Catalog

Shopping for Tests: A New Faceted Picker for TestGen's Test Catalog

Chris Bergh · June 30, 2026
Stop Burning Tokens: Data Observability and Quality as Your AI's System of Record

Stop Burning Tokens: Data Observability and Quality as Your AI's System of Record

Gil Benghiat · June 16, 2026
Agents to Fix Data Quality Automatically With Control: A Design Pattern

Agents to Fix Data Quality Automatically With Control: A Design Pattern

Chris Bergh · June 9, 2026
The Four Points in Your Medallion Architecture Where Data Testing Really Matters

The Four Points in Your Medallion Architecture Where Data Testing Really Matters

Chris Bergh · June 3, 2026
The First Move When You Inherit Someone Else's Data

The First Move When You Inherit Someone Else's Data

Gil Benghiat · May 22, 2026
Hoarding cash before the FDA gate opens? Your data and analytics bill is the easiest line to cut.

Hoarding cash before the FDA gate opens? Your data and analytics bill is the easiest line to cut.

Chris Bergh · May 18, 2026
While You Slept, an Agent Fixed 14 Data Quality Failures

While You Slept, an Agent Fixed 14 Data Quality Failures

DataKitchen Marketing Team · May 8, 2026