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I built a mini columnar storage engine in pure Python — and finally understood why Parquet is so fast

I built a mini columnar storage engine in pure Python — and finally understood why Parquet is so fast

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6 min read
Hitting the Iceberg REST Catalog Directly: Understanding the Differences Between Glue Data Catalog and S3 Tables

Hitting the Iceberg REST Catalog Directly: Understanding the Differences Between Glue Data Catalog and S3 Tables

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17 min read
Why I Don’t Let the LLM Decide Issue State

Why I Don’t Let the LLM Decide Issue State

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5 min read
The customer_id that isn't a customer

The customer_id that isn't a customer

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8 min read
Your Scraper Collected 50 Rows. There Were 4,000.

Your Scraper Collected 50 Rows. There Were 4,000.

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7 min read
Deeper into Dataform 3: Auditing Dataform

Deeper into Dataform 3: Auditing Dataform

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2 min read
How I Broke Down My ETL Pipeline Project Into Smaller Engineering Exercises

How I Broke Down My ETL Pipeline Project Into Smaller Engineering Exercises

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2 min read
Apache Data Lakehouse Weekly: July 1 to July 8, 2026

Apache Data Lakehouse Weekly: July 1 to July 8, 2026

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24 min read
I built a data-contract validator in pure Python (no pandas, no PyYAML) and it caught a 30% revenue ghost

I built a data-contract validator in pure Python (no pandas, no PyYAML) and it caught a 30% revenue ghost

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6 min read
A practical pipeline for turning messy business documents into spreadsheets

A practical pipeline for turning messy business documents into spreadsheets

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2 min read
How Delta Lake Brings ACID to a Data Lake

How Delta Lake Brings ACID to a Data Lake

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3 min read
A Fair Coin Isn't Enough: When a Perfectly Randomized Experiment Is Impossible to Analyze

A Fair Coin Isn't Enough: When a Perfectly Randomized Experiment Is Impossible to Analyze

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6 min read
gold 숫자가 이상할 때 source_hash, quality, lineage로 원인 좁히기

gold 숫자가 이상할 때 source_hash, quality, lineage로 원인 좁히기

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2 min read
Designing an API-First Value-Based Care Analytics Stack for MA Payers

Designing an API-First Value-Based Care Analytics Stack for MA Payers

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3 min read
How do I answer "what did my data look like last month" in Postgres?

How do I answer "what did my data look like last month" in Postgres?

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4 min read
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