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# dataengineering

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Stop Re-running Everything: A Local Incremental Pipeline in DuckDB
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Stop Re-running Everything: A Local Incremental Pipeline in DuckDB

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4 min read
Why NL2SQL Breaks in Production (And How Data Correlation Fixes It)

Why NL2SQL Breaks in Production (And How Data Correlation Fixes It)

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2 min read
Data Is Not a Department — It’s a Decision Architecture
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Data Is Not a Department — It’s a Decision Architecture

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2 min read
Real-Time is an SLA, Not an Architecture: When You Actually Need Kafka (And When You Don't)

Real-Time is an SLA, Not an Architecture: When You Actually Need Kafka (And When You Don't)

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10 min read
From Raw DNA to Deep Insights: Building a Personal Genomics RAG with LangChain and PubMed

From Raw DNA to Deep Insights: Building a Personal Genomics RAG with LangChain and PubMed

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4 min read
S3 Triggers: How to Launch Glue Python Shell via AWS Lambda

S3 Triggers: How to Launch Glue Python Shell via AWS Lambda

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8 min read
Why NL2SQL Fails Without Relationship Graphs And How Arisyn Makes NL2SQL Actually Work

Why NL2SQL Fails Without Relationship Graphs And How Arisyn Makes NL2SQL Actually Work

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3 min read
When Factor Libraries Meet Real-World Execution Constraints

When Factor Libraries Meet Real-World Execution Constraints

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2 min read
Apache Airflow for Production: Essential Concepts Every Developer Should Know
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Apache Airflow for Production: Essential Concepts Every Developer Should Know

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16 min read
How I Redesigned a Failing Data Pipeline to Eliminate Cascading Failures

How I Redesigned a Failing Data Pipeline to Eliminate Cascading Failures

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9 min read
Why Data Integration Still Feels Manual (And What We’re Missing)

Why Data Integration Still Feels Manual (And What We’re Missing)

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3 min read
Building a Government Tender Intelligence System with Python: Lessons from the Real World

Building a Government Tender Intelligence System with Python: Lessons from the Real World

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4 min read
Data Engineering: The Backbone of Structured Data

Data Engineering: The Backbone of Structured Data

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3 min read
Stop Writing Regex for Data You Should Be Describing in English
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Stop Writing Regex for Data You Should Be Describing in English

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4 min read
Stop Writing Regex for Data You Should Be Describing in English
Cover image for Stop Writing Regex for Data You Should Be Describing in English

Stop Writing Regex for Data You Should Be Describing in English

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4 min read
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