Chris Bergh
@chrisbergh.bsky.social
CEO, Head Chef, DataKitchen
Writes about DataOps, Data Quality, Data Observability and Data Team Productivity
Writes about DataOps, Data Quality, Data Observability and Data Team Productivity
Pinned
The 2026 Open-Source Data Quality and Data Observability Landscape | DataKitchen
We explore the new generation of open source data quality software that uses AI to police AI, automate test generation at scale, and provides the transparency and control—all while keeping your CFO ha...
datakitchen.io
The 2026 Open-Source Data Quality and Data Observability Landscape
datakitchen.io/the-2026-ope....
#dataquality #dataobservability #opensource #databs
datakitchen.io/the-2026-ope....
#dataquality #dataobservability #opensource #databs
You’re Thinking About Data Products All Wrong datakitchen.io/youre-thinki...
#databs #dataproduct #dataops
#databs #dataproduct #dataops
You’re Thinking About Data Products All Wrong | DataKitchen
When data team leaders hear "data products," they immediately think of the stuff their team creates. But focusing on the "what" completely misses the mark. Data products aren't about what you create, ...
datakitchen.io
October 31, 2025 at 7:28 PM
You’re Thinking About Data Products All Wrong datakitchen.io/youre-thinki...
#databs #dataproduct #dataops
#databs #dataproduct #dataops
The 2026 Open-Source Data Quality and Data Observability Landscape
datakitchen.io/the-2026-ope....
#dataquality #dataobservability #opensource #databs
datakitchen.io/the-2026-ope....
#dataquality #dataobservability #opensource #databs
The 2026 Open-Source Data Quality and Data Observability Landscape | DataKitchen
We explore the new generation of open source data quality software that uses AI to police AI, automate test generation at scale, and provides the transparency and control—all while keeping your CFO ha...
datakitchen.io
October 29, 2025 at 7:27 PM
The 2026 Open-Source Data Quality and Data Observability Landscape
datakitchen.io/the-2026-ope....
#dataquality #dataobservability #opensource #databs
datakitchen.io/the-2026-ope....
#dataquality #dataobservability #opensource #databs
Your AI’s on a Junk Food Diet — Let’s Fix Its Data Nutrition Fast (on a Ramen Budget).
Webinar: November 6th, 2025; 12 pm EST / 4 pm GMT
You don’t need a million-dollar tool to stop feeding your AI garbage calories.
info.datakitchen.io/webinar-regi...
#databs #dataquality #opensource #dataops
Webinar: November 6th, 2025; 12 pm EST / 4 pm GMT
You don’t need a million-dollar tool to stop feeding your AI garbage calories.
info.datakitchen.io/webinar-regi...
#databs #dataquality #opensource #dataops
October 24, 2025 at 7:51 PM
Your AI’s on a Junk Food Diet — Let’s Fix Its Data Nutrition Fast (on a Ramen Budget).
Webinar: November 6th, 2025; 12 pm EST / 4 pm GMT
You don’t need a million-dollar tool to stop feeding your AI garbage calories.
info.datakitchen.io/webinar-regi...
#databs #dataquality #opensource #dataops
Webinar: November 6th, 2025; 12 pm EST / 4 pm GMT
You don’t need a million-dollar tool to stop feeding your AI garbage calories.
info.datakitchen.io/webinar-regi...
#databs #dataquality #opensource #dataops
Open source analytics is moving fast and The Open Source Analytics Community's #OSACon 2025 is where it all comes together. ⚡
📅 Nov. 4–5 | 100% online
🎟️ Free registration → osacon.io
⏯️ Replays available
#opensource #conference #developerevent #databs
📅 Nov. 4–5 | 100% online
🎟️ Free registration → osacon.io
⏯️ Replays available
#opensource #conference #developerevent #databs
October 23, 2025 at 1:59 PM
Open source analytics is moving fast and The Open Source Analytics Community's #OSACon 2025 is where it all comes together. ⚡
📅 Nov. 4–5 | 100% online
🎟️ Free registration → osacon.io
⏯️ Replays available
#opensource #conference #developerevent #databs
📅 Nov. 4–5 | 100% online
🎟️ Free registration → osacon.io
⏯️ Replays available
#opensource #conference #developerevent #databs
Exciting News! DataOps Data Quality TestGen is now compatible with Google BigQuery and can be used to profile and test file-based data accessible using Apache Iceberg and other file formats.
datakitchen.io/dataops-data...
#databs #dataquality #opensource #dataops
datakitchen.io/dataops-data...
#databs #dataquality #opensource #dataops
DataOps Data Quality TestGen Expands: Now Supporting BigQuery and Apache Iceberg | DataKitchen
hubs.ly
October 13, 2025 at 7:43 PM
Exciting News! DataOps Data Quality TestGen is now compatible with Google BigQuery and can be used to profile and test file-based data accessible using Apache Iceberg and other file formats.
datakitchen.io/dataops-data...
#databs #dataquality #opensource #dataops
datakitchen.io/dataops-data...
#databs #dataquality #opensource #dataops
Most data architectures are designed to maximize data vendor revenues, not data team productivity. Let us show you how a Functional, Idempotent, Tested, Two-Stage (FITT) data architecture can deliver better productivity, reliability, and happiness.
info.datakitchen.io/webinar-2025... #databs
info.datakitchen.io/webinar-2025... #databs
Webinar 2025-10 Video Watch - The FITT Way To Data Products: A New Data Architecture
10 Video Watch - The FITT Way To Data Products: A New Data Architecture
info.datakitchen.io
October 9, 2025 at 6:25 PM
Most data architectures are designed to maximize data vendor revenues, not data team productivity. Let us show you how a Functional, Idempotent, Tested, Two-Stage (FITT) data architecture can deliver better productivity, reliability, and happiness.
info.datakitchen.io/webinar-2025... #databs
info.datakitchen.io/webinar-2025... #databs
The FITT Way To Data Products: A New Data Architecture For A Product-Centric World
Webinar: October 9th, 2025; 12 pm EST / 4 pm GMT
info.datakitchen.io/webinar-regi...
#dataengineering #dataops #dataquality #opensource
Webinar: October 9th, 2025; 12 pm EST / 4 pm GMT
info.datakitchen.io/webinar-regi...
#dataengineering #dataops #dataquality #opensource
September 26, 2025 at 5:56 PM
The FITT Way To Data Products: A New Data Architecture For A Product-Centric World
Webinar: October 9th, 2025; 12 pm EST / 4 pm GMT
info.datakitchen.io/webinar-regi...
#dataengineering #dataops #dataquality #opensource
Webinar: October 9th, 2025; 12 pm EST / 4 pm GMT
info.datakitchen.io/webinar-regi...
#dataengineering #dataops #dataquality #opensource
Rebel With A Data Test: The Solo Data Quality Leader’s Playbook
info.datakitchen.io/webinar-regi...
#databs #dataquality #opensource
info.datakitchen.io/webinar-regi...
#databs #dataquality #opensource
August 25, 2025 at 8:15 PM
Rebel With A Data Test: The Solo Data Quality Leader’s Playbook
info.datakitchen.io/webinar-regi...
#databs #dataquality #opensource
info.datakitchen.io/webinar-regi...
#databs #dataquality #opensource
FITT vs. Fragile: SQL & Orchestration Techniques for Functional, Idempotent, Tested, Two-Stage (FITT) Data Architectures
#dataarchitecture #databs #dataops #opensource
datakitchen.io/fitt-vs-frag...
#dataarchitecture #databs #dataops #opensource
datakitchen.io/fitt-vs-frag...
FITT vs. Fragile: SQL & Orchestration Techniques FITT Data Architectures | DataKitchen
datakitchen.io
August 21, 2025 at 6:56 PM
FITT vs. Fragile: SQL & Orchestration Techniques for Functional, Idempotent, Tested, Two-Stage (FITT) Data Architectures
#dataarchitecture #databs #dataops #opensource
datakitchen.io/fitt-vs-frag...
#dataarchitecture #databs #dataops #opensource
datakitchen.io/fitt-vs-frag...
I’m proud to be a supporter of Our World in Data! Their team builds a public resource, free for everyone, that makes the research and data on the world’s largest problems easier to access and understand. You can donate here: ourworldindata.org/donate
Donate
Support open data and research to make progress against the world's largest problems
ourworldindata.org
August 15, 2025 at 2:45 PM
I’m proud to be a supporter of Our World in Data! Their team builds a public resource, free for everyone, that makes the research and data on the world’s largest problems easier to access and understand. You can donate here: ourworldindata.org/donate
Data Quality Test Coverage In a Medallion Data Architecture: A Comprehensive Guide for Data Engineers
#databs #dataops #dataquality
datakitchen.io/data-quality...
#databs #dataops #dataquality
datakitchen.io/data-quality...
August 11, 2025 at 7:55 PM
Data Quality Test Coverage In a Medallion Data Architecture: A Comprehensive Guide for Data Engineers
#databs #dataops #dataquality
datakitchen.io/data-quality...
#databs #dataops #dataquality
datakitchen.io/data-quality...
Can data quality be agile? Join us this Friday to find out!
August 11, 2025 at 4:56 PM
Can data quality be agile? Join us this Friday to find out!
Sign here: dataopsmanifesto.org/en/
The DataOps Manifesto - Read The 18 DataOps Principles
Read the 18 DataOps Principles & sign the DataOps Manifesto to join the tens of thousands of data & analytics professionals who have joined the DataOps movement
dataopsmanifesto.org
July 24, 2025 at 1:57 PM
Sign here: dataopsmanifesto.org/en/
Functional, Idempotent, Tested, Two-stage (FITT) data architecture has saved our sanity—no more 3 AM pipeline debugging sessions.
datakitchen.io/fitt-data-ar...
#databs #dataops #dataarchitecture
datakitchen.io/fitt-data-ar...
#databs #dataops #dataarchitecture
July 22, 2025 at 7:19 PM
Functional, Idempotent, Tested, Two-stage (FITT) data architecture has saved our sanity—no more 3 AM pipeline debugging sessions.
datakitchen.io/fitt-data-ar...
#databs #dataops #dataarchitecture
datakitchen.io/fitt-data-ar...
#databs #dataops #dataarchitecture
Open Discussion: August 15th, 2025; 12 pm EST / 4 pm GMT
Can data quality really be agile?
info.datakitchen.io/registration...
#dataops #dataquality #dataobservability #databs
Can data quality really be agile?
info.datakitchen.io/registration...
#dataops #dataquality #dataobservability #databs
Open Discussion Registration - Can Data Quality Really Be Agile?
Open Discussion Registration - Can Data Quality Really Be Agile?
info.datakitchen.io
July 21, 2025 at 4:15 PM
Open Discussion: August 15th, 2025; 12 pm EST / 4 pm GMT
Can data quality really be agile?
info.datakitchen.io/registration...
#dataops #dataquality #dataobservability #databs
Can data quality really be agile?
info.datakitchen.io/registration...
#dataops #dataquality #dataobservability #databs
Scaling Data Reliability: The Definitive Guide to Test Coverage for Data Engineers #dataops #dataquality datakitchen.io/scaling-data...
July 17, 2025 at 9:16 PM
Scaling Data Reliability: The Definitive Guide to Test Coverage for Data Engineers #dataops #dataquality datakitchen.io/scaling-data...
What’s Killing Data Innovation At Your Company? The Hidden Crisis in Data Usability
datakitchen.io/the-hidden-c...
#databs #opensource #dataops #dataquality
datakitchen.io/the-hidden-c...
#databs #opensource #dataops #dataquality
July 8, 2025 at 9:24 PM
What’s Killing Data Innovation At Your Company? The Hidden Crisis in Data Usability
datakitchen.io/the-hidden-c...
#databs #opensource #dataops #dataquality
datakitchen.io/the-hidden-c...
#databs #opensource #dataops #dataquality
Test Coverage: The Idea That Stops You From Getting Burned By Inadequate Data Quality Testing
Webinar: July 17th, 2025; 12 pm EST / 4 pm GMT
info.datakitchen.io/test-coverag...
#dataquality #dataops #dataengineering #databs
Webinar: July 17th, 2025; 12 pm EST / 4 pm GMT
info.datakitchen.io/test-coverag...
#dataquality #dataops #dataengineering #databs
July 8, 2025 at 9:22 PM
Test Coverage: The Idea That Stops You From Getting Burned By Inadequate Data Quality Testing
Webinar: July 17th, 2025; 12 pm EST / 4 pm GMT
info.datakitchen.io/test-coverag...
#dataquality #dataops #dataengineering #databs
Webinar: July 17th, 2025; 12 pm EST / 4 pm GMT
info.datakitchen.io/test-coverag...
#dataquality #dataops #dataengineering #databs
💡 A Guide to the Six Types of Data Quality Dashboards - Webinar
🗓️ June 17th, 2025; 12 pm EST / 4 pm GMT
info.datakitchen.io/webinar-regi...
#DataQuality #DataOps #OpenSource #databs
🗓️ June 17th, 2025; 12 pm EST / 4 pm GMT
info.datakitchen.io/webinar-regi...
#DataQuality #DataOps #OpenSource #databs
June 16, 2025 at 8:21 PM
💡 A Guide to the Six Types of Data Quality Dashboards - Webinar
🗓️ June 17th, 2025; 12 pm EST / 4 pm GMT
info.datakitchen.io/webinar-regi...
#DataQuality #DataOps #OpenSource #databs
🗓️ June 17th, 2025; 12 pm EST / 4 pm GMT
info.datakitchen.io/webinar-regi...
#DataQuality #DataOps #OpenSource #databs
How I Broke Our SLA and Delighted Our Customer:
Failing the SLA was the price we paid for trust. And it was worth every second.
datakitchen.io/how-i-broke-.... #databs #dataquality
Failing the SLA was the price we paid for trust. And it was worth every second.
datakitchen.io/how-i-broke-.... #databs #dataquality
How I Broke Our SLA and Delighted Our Customer | DataKitchen
datakitchen.io
May 19, 2025 at 5:12 PM
How I Broke Our SLA and Delighted Our Customer:
Failing the SLA was the price we paid for trust. And it was worth every second.
datakitchen.io/how-i-broke-.... #databs #dataquality
Failing the SLA was the price we paid for trust. And it was worth every second.
datakitchen.io/how-i-broke-.... #databs #dataquality
Parallels between Generative AI and Humanoid Robots – Rodney Brooks
rodneybrooks.com
May 6, 2025 at 6:03 PM
Data quality problems fester, ignored in the shadows. How do you tell if your team is in denial about data quality? Uncle Chip has provided a bingo card ... play with your data team! datakitchen.io/is-your-team...
Is Your Team in Denial of Data Quality? Here’s How to Tell | DataKitchen
datakitchen.io
May 2, 2025 at 7:48 PM
Data quality problems fester, ignored in the shadows. How do you tell if your team is in denial about data quality? Uncle Chip has provided a bingo card ... play with your data team! datakitchen.io/is-your-team...
Reposted by Chris Bergh
Data products should ship weekly.
Or they rot.
Your dashboard isn’t a sculpture.
It’s software.
Waiting 6 weeks for feedback?
You’ve already lost your users.
Build → Review → Ship
Tighten the loop.
Prioritise delivery over polish.
Momentum matters more than perfection.
Check my bio for details
Or they rot.
Your dashboard isn’t a sculpture.
It’s software.
Waiting 6 weeks for feedback?
You’ve already lost your users.
Build → Review → Ship
Tighten the loop.
Prioritise delivery over polish.
Momentum matters more than perfection.
Check my bio for details
April 24, 2025 at 9:26 AM
Data products should ship weekly.
Or they rot.
Your dashboard isn’t a sculpture.
It’s software.
Waiting 6 weeks for feedback?
You’ve already lost your users.
Build → Review → Ship
Tighten the loop.
Prioritise delivery over polish.
Momentum matters more than perfection.
Check my bio for details
Or they rot.
Your dashboard isn’t a sculpture.
It’s software.
Waiting 6 weeks for feedback?
You’ve already lost your users.
Build → Review → Ship
Tighten the loop.
Prioritise delivery over polish.
Momentum matters more than perfection.
Check my bio for details
We introduce a new, more effective approach to data quality assessments, enabled by DataKitchen’s free open-source software.
datakitchen.io/webinar-a-ne...
#dataquality #databs #dataops
datakitchen.io/webinar-a-ne...
#dataquality #databs #dataops
April 17, 2025 at 8:55 PM
We introduce a new, more effective approach to data quality assessments, enabled by DataKitchen’s free open-source software.
datakitchen.io/webinar-a-ne...
#dataquality #databs #dataops
datakitchen.io/webinar-a-ne...
#dataquality #databs #dataops