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🔬 EG3 Labs

EG3 Labs

How we built it. Real build logs from production AI systems — data pipelines, document parsers, deployment platforms, and content engines. Built by a non-engineer with AI tools.

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Data Analysis Tools Process CSVs Where Pandas Chokes
EG3 Labs

Data Analysis Tools Process CSVs Where Pandas Chokes

Data analysis tools split into camps. Pandas runs small CSVs in notebooks. Polars and DuckDB handle 1 GB files Pandas can't open. Benchmarks show Polars loads

Written by Josh Ausmus19 min readRead →
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