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The Data Ingestion Pipeline Nobody Designs Well Until Production Breaks It

The Data Ingestion Pipeline Nobody Designs Well Until Production Breaks It

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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

Modern Data Stack Migration — Day 1: Scaling to 8+ Companies with DRY Architecture and Chasing a $2M Discrepancy

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2 min read
I Built a Token-Bucket Rate Limiter in Pure Python and Finally Understood How APIs Protect Themselves

I Built a Token-Bucket Rate Limiter in Pure Python and Finally Understood How APIs Protect Themselves

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6 min read
I built a feature store in pure Python to finally understand the point-in-time join

I built a feature store in pure Python to finally understand the point-in-time join

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6 min read
Building an AI Claims-Adjuster Agent: Architecture, Guardrails, and the Data It Actually Needs

Building an AI Claims-Adjuster Agent: Architecture, Guardrails, and the Data It Actually Needs

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4 min read
Why 80% of Insurance AI Projects Stall — And It's Not the Model

Why 80% of Insurance AI Projects Stall — And It's Not the Model

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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

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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20 min read
File Encryption for the Lakehouse: The Terminology, the Machinery, and the Hard Problem of Interoperable Encrypted Tables

File Encryption for the Lakehouse: The Terminology, the Machinery, and the Hard Problem of Interoperable Encrypted Tables

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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

A Reader's Guide to My Books: Which One to Pick Up, Depending on What You're Building

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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

I Built a Bloom Filter from Scratch in Pure Python and Finally Understood How Databases Skip Reading Data

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6 min read
# go-intake: Go-Native Streaming Data Ingestion Toolkit

# go-intake: Go-Native Streaming Data Ingestion Toolkit

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3 min read
QN : Ingest Data with Dataflows Gen2 in Microsoft Fabric

QN : Ingest Data with Dataflows Gen2 in Microsoft Fabric

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2 min read
From Data Quality Checks to Analytics-Ready Parquet with Python

From Data Quality Checks to Analytics-Ready Parquet with Python

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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

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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22 min read
The File Format Renaissance: Parquet, Lance, Vortex, Nimble, BtrBlocks, and the New Physics of Columnar Storage

The File Format Renaissance: Parquet, Lance, Vortex, Nimble, BtrBlocks, and the New Physics of Columnar Storage

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21 min read
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