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5 Python Libraries That Stop OOMs in Memory-Bound ETL

 Level Up Coding

I was two hours into a “simple” Prefect ETL run for a client’s ~15GB sales extract when Pandas took down the box. 8GB RAM. Gone. OOM killer. Rollback. The kind of incident that buys you a late night c...

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Maybe Coding Agents Don’t Need a Bigger Memory. Maybe They Need Continuity.

 Level Up Coding

A practical reflection on why coding agents lose the thread between sessions, and why the repository itself is the right place to preserve it. I used to think the problem was memory. That was the obv...

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Decision Trees

 Level Up Coding

It’s a spring morning in New York City. You step out of your residence hall with coffee in hand, watching people rush toward class. The air feels mild, but unpredictable. Maybe it rains later. Maybe n...

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