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KeerthiItigimat
by • New Contributor III
  • 577 Views
  • 4 replies
  • 3 kudos

Databricks Data Quality - Agent Proposes, DQX Disposes

Every serious data platform grows a dead-letter table, and it always becomes a graveyard. Here is how we turned one into a self-healing queue — without letting a language model anywhere near the warehouse.Every data platform that takes quality seriou...

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  • 577 Views
  • 4 replies
  • 3 kudos
Latest Reply
ivanvyd
Contributor
  • 3 kudos

Thanks for sharing, @KeerthiItigimat, what a great breakdown. How do you handle rules changing while rows are waiting in quarantine? Does remediation keep the original checks, use the latest approved rules, or run both?

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KeerthiItigimat
by • New Contributor III
  • 407 Views
  • 0 replies
  • 0 kudos

DQX - Everything The Docs Don’t Say Yet

DQX Studio already has its own documentation for the rule editor, the approval workflow, the scheduler. This is what running it against real pipelines, real approvers, and a growing quarantine table made us add on top of it — and around it. It'll be ...

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  • 407 Views
  • 0 replies
  • 0 kudos
KeerthiItigimat
by • New Contributor III
  • 204 Views
  • 0 replies
  • 0 kudos

Agent Proposes, DQX Disposes

Every serious data platform grows a dead-letter table, and it always becomes a graveyard. Here is how we turned one into a self-healing queue — without letting a language model anywhere near the warehouse.Every data platform that takes quality seriou...

KeerthiItigimat_0-1789792223114.png KeerthiItigimat_1-1789792512733.png KeerthiItigimat_2-1789792689817.png KeerthiItigimat_3-1789793079351.png
  • 204 Views
  • 0 replies
  • 0 kudos
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