DuckDB python
Litestar Cut Our P99 Latency 40% After Migrating From FastAPI
In this article Why does Litestar handle tail latency better than FastAPI? What makes serialization the biggest bottleneck?
Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo
A single ruff check –fix and ruff format pair now covers what used to be three separate pre-commit hooks: Black for formatting, isort for import.
Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week
The switch took one afternoon and one follow-up PR. A 180-package Python monorepo that had been running black , isort , and flake8 on every pre-commit.
Python JIT: practical notes from production
The experimental copy-and-patch JIT landed in CPython 3.13 behind the –enable-experimental-jit build flag, and by 3.14 it is stable enough to enable on.
Stop Renting Cloud Computers: Building a Data Stack on Localhost
I looked at my AWS bill last month and laughed. Not the happy kind of laugh. The kind that sounds a bit like a sob.
Building a Lightweight Semantic Layer with DuckDB Python and Ibis
Introduction: The Evolution of Local Analytics The landscape of data engineering has shifted dramatically in recent years.
Mastering DuckDB Python: The Ultimate Relational Runtime for Data Wrangling
Introduction In the rapidly evolving landscape of data engineering and analysis, the separation between storage, compute, and memory is becoming.