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The Data Ingestion Pipeline Nobody Designs Well Until Production Breaks It
AlaiKrm
AlaiKrm
AlaiKrm
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Jun 10
The Data Ingestion Pipeline Nobody Designs Well Until Production Breaks It
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ai
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dataengineering
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rag
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systemdesign
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5 min read
Modern Data Stack Migration — Day 1: Scaling to 8+ Companies with DRY Architecture and Chasing a $2M Discrepancy
Matheus Dallacort
Matheus Dallacort
Matheus Dallacort
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Jun 10
Modern Data Stack Migration — Day 1: Scaling to 8+ Companies with DRY Architecture and Chasing a $2M Discrepancy
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dataengineering
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python
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dbt
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architecture
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2 min read
I Built a Token-Bucket Rate Limiter in Pure Python and Finally Understood How APIs Protect Themselves
Haji Rufai
Haji Rufai
Haji Rufai
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Jun 13
I Built a Token-Bucket Rate Limiter in Pure Python and Finally Understood How APIs Protect Themselves
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python
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dataengineering
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programming
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tutorial
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6 min read
I built a feature store in pure Python to finally understand the point-in-time join
Haji Rufai
Haji Rufai
Haji Rufai
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Jun 10
I built a feature store in pure Python to finally understand the point-in-time join
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python
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machinelearning
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dataengineering
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mlops
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6 min read
Building an AI Claims-Adjuster Agent: Architecture, Guardrails, and the Data It Actually Needs
Vaibhav
Vaibhav
Vaibhav
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Jul 14
Building an AI Claims-Adjuster Agent: Architecture, Guardrails, and the Data It Actually Needs
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insurtech
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ai
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dataengineering
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machinelearning
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4 min read
Why 80% of Insurance AI Projects Stall — And It's Not the Model
Vaibhav
Vaibhav
Vaibhav
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Jul 14
Why 80% of Insurance AI Projects Stall — And It's Not the Model
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insurtech
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ai
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dataengineering
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data
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3 min read
A Deep Dive Into File Compression: How Data Gets Smaller, Why Codecs Differ, and What to Actually Use in the Lakehouse
Alex Merced
Alex Merced
Alex Merced
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Jul 13
A Deep Dive Into File Compression: How Data Gets Smaller, Why Codecs Differ, and What to Actually Use in the Lakehouse
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data
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dataengineering
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infrastructure
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performance
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20 min read
File Encryption for the Lakehouse: The Terminology, the Machinery, and the Hard Problem of Interoperable Encrypted Tables
Alex Merced
Alex Merced
Alex Merced
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Jul 14
File Encryption for the Lakehouse: The Terminology, the Machinery, and the Hard Problem of Interoperable Encrypted Tables
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database
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dataengineering
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opensource
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security
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20 min read
A Reader's Guide to My Books: Which One to Pick Up, Depending on What You're Building
Alex Merced
Alex Merced
Alex Merced
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Jul 13
A Reader's Guide to My Books: Which One to Pick Up, Depending on What You're Building
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ai
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dataengineering
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learning
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softwaredevelopment
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11 min read
I Built a Bloom Filter from Scratch in Pure Python and Finally Understood How Databases Skip Reading Data
Haji Rufai
Haji Rufai
Haji Rufai
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Jun 9
I Built a Bloom Filter from Scratch in Pure Python and Finally Understood How Databases Skip Reading Data
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python
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dataengineering
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database
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programming
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6 min read
# go-intake: Go-Native Streaming Data Ingestion Toolkit
Firat Celik
Firat Celik
Firat Celik
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Jun 9
# go-intake: Go-Native Streaming Data Ingestion Toolkit
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etl
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dataengineering
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go
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opensource
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3 min read
QN : Ingest Data with Dataflows Gen2 in Microsoft Fabric
Paulet Wairagu
Paulet Wairagu
Paulet Wairagu
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Jun 9
QN : Ingest Data with Dataflows Gen2 in Microsoft Fabric
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data
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fabric
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dataengineering
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2 min read
From Data Quality Checks to Analytics-Ready Parquet with Python
Bob Oner
Bob Oner
Bob Oner
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Jun 9
From Data Quality Checks to Analytics-Ready Parquet with Python
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python
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etl
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dataengineering
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docker
1
 reaction
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8 min read
Lakehouse Table Formats in 2026: Iceberg, Delta Lake, Hudi, Paimon, and DuckLake, How They Work, Where They Stand, and Where They're Going
Alex Merced
Alex Merced
Alex Merced
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Jul 13
Lakehouse Table Formats in 2026: Iceberg, Delta Lake, Hudi, Paimon, and DuckLake, How They Work, Where They Stand, and Where They're Going
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architecture
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database
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dataengineering
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opensource
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22 min read
The File Format Renaissance: Parquet, Lance, Vortex, Nimble, BtrBlocks, and the New Physics of Columnar Storage
Alex Merced
Alex Merced
Alex Merced
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Jul 13
The File Format Renaissance: Parquet, Lance, Vortex, Nimble, BtrBlocks, and the New Physics of Columnar Storage
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architecture
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database
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dataengineering
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machinelearning
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21 min read
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