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Designing Idempotent Bulk Import Pipelines (E.164, VIN, and the Rest)
hammadxcm profile

Designing Idempotent Bulk Import Pipelines (E.164, VIN, and the Rest)

#systemdesign #validation #node #datapipelines
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7 min read
For Londoners, a Roman Bridge Still Determines Your Commute
aronchick profile

For Londoners, a Roman Bridge Still Determines Your Commute

#ai #datapipelines #metadata #provenance
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10 min read
From Kubeflow to Real-World ML: Why Data Locality Matters Just as Much as Compute
david_aronchick_ea415de50 profile

From Kubeflow to Real-World ML: Why Data Locality Matters Just as Much as Compute

#kubeflow #machinelearning #datalocality #datapipelines
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4 min read
The Bronze Tier is Far From Gold: Avoiding Toxic Assets (And Other Medallion Architecture Lies)
david_aronchick_ea415de50 profile

The Bronze Tier is Far From Gold: Avoiding Toxic Assets (And Other Medallion Architecture Lies)

#medallionarchitecture #datapipelines #bronzetier #dataquality
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6 min read
The Time Value of Data
david_aronchick_ea415de50 profile

The Time Value of Data

#ai #datapipelines #distributedcomputing #dataquality
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8 min read
The Missing Part of the Pipeline
david_aronchick_ea415de50 profile

The Missing Part of the Pipeline

#ai #datapipelines #observability #dataquality
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10 min read
RAG Is Read-Only Memory
david_aronchick_ea415de50 profile

RAG Is Read-Only Memory

#ai #datapipelines #rag #knowledgemanagement
Comments
9 min read
🎄 On the First Day of Debugging: The Twelve Characters of Christmas
david_aronchick_ea415de50 profile

🎄 On the First Day of Debugging: The Twelve Characters of Christmas

#datapipelines #debugging #productionfailures #observability
Comments
9 min read
Unlocking Reliability: Why Data Pipelines Need Declarative Deployment & GitOps
david_aronchick_ea415de50 profile

Unlocking Reliability: Why Data Pipelines Need Declarative Deployment & GitOps

#datapipelines #declarativedeployment #gitops #reliability
Comments
4 min read
The History of Expanso (Part 2): Our Core Tenets
david_aronchick_ea415de50 profile

The History of Expanso (Part 2): Our Core Tenets

#expanso #datapipelines #velocity #aiml
Comments
5 min read
NVIDIA Just Showed You the $249 Future. Nobody Built the Layer That Makes It Work.
david_aronchick_ea415de50 profile

NVIDIA Just Showed You the $249 Future. Nobody Built the Layer That Makes It Work.

#ai #edgecomputing #datapipelines #distributedcomputing
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7 min read
The Only Guarantee Is Your Catalog Will Be Wrong. Eventually.
david_aronchick_ea415de50 profile

The Only Guarantee Is Your Catalog Will Be Wrong. Eventually.

#datapipelines #metadata #provenance #ai
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8 min read
The Myth of Portability: Helm and Kubernetes and the Data Pipeline Problem
david_aronchick_ea415de50 profile

The Myth of Portability: Helm and Kubernetes and the Data Pipeline Problem

#kubernetes #helm #datapipelines #portability
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4 min read
The Distributed Data Dilemma: Kubernetes' Unsolved Puzzle
david_aronchick_ea415de50 profile

The Distributed Data Dilemma: Kubernetes' Unsolved Puzzle

#kubernetes #statefulsets #datapipelines #portability
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4 min read
Why Your 'AI-Ready' Data Isn't: The Hidden Pipeline Problem Breaking Production AI
david_aronchick_ea415de50 profile

Why Your 'AI-Ready' Data Isn't: The Hidden Pipeline Problem Breaking Production AI

#mlai #ai #machinelearning #datapipelines
Comments 2
6 min read
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