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Ibis framework

Litestar Cut Our P99 Latency 40% After Migrating From FastAPI
16 mins read

Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

  • API Development
April 13, 2026 Silas MontgomeryTagged CPython internals, DuckDB python, Free threading, GIL removal, Ibis framework, Marimo notebooks, Mojo language, Polars dataframe, Python JIT, Rust Python

In this article Why does Litestar handle tail latency better than FastAPI? What makes serialization the biggest bottleneck?

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Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo
12 mins read

Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo

  • Automation
April 11, 2026 Nia OkoroTagged CPython internals, DuckDB python, Free threading, GIL removal, Ibis framework, Marimo notebooks, Mojo language, Polars dataframe, Python JIT, Rust Python

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.

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Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week
12 mins read

Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

  • Code Quality
April 11, 2026 Mateo VargasTagged CPython internals, DuckDB python, Free threading, GIL removal, Ibis framework, Marimo notebooks, Mojo language, Polars dataframe, Python JIT, Rust Python

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.

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Python JIT: practical notes from production
12 mins read

Python JIT: practical notes from production

  • AI/ML
April 9, 2026April 9, 2026 Silas MontgomeryTagged CPython internals, DuckDB python, Free threading, GIL removal, Ibis framework, Marimo notebooks, Mojo language, Polars dataframe, Python JIT, Rust Python

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.

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Mastering Gil Removal: Advanced Techniques and Best Practices for Modern Developers
13 mins read

Mastering Gil Removal: Advanced Techniques and Best Practices for Modern Developers

  • Data Engineering
April 1, 2026 Riko IshikawaTagged Ibis framework

Introduction to Gil Removal In today’s rapidly evolving technological landscape, GIL removal has emerged as a critical skill for developers seeking to.

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Unlocking Bacterial Metabolism: Deep Learning and Knowledge Graphs with the IBIS Framework
12 mins read

Unlocking Bacterial Metabolism: Deep Learning and Knowledge Graphs with the IBIS Framework

  • Bioinformatics
December 13, 2025December 27, 2025 Priya SharmaTagged Ibis framework

The landscape of bacterial genomics is undergoing a seismic shift. As sequencing technologies become cheaper and more accessible, the volume of genomic.

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Unifying Data Analysis: A Comprehensive Guide to the Ibis Framework
12 mins read

Unifying Data Analysis: A Comprehensive Guide to the Ibis Framework

  • Data Engineering
November 29, 2025December 26, 2025 Silas MontgomeryTagged Ibis framework

Introduction In the rapidly evolving landscape of data engineering and analysis, the gap between local data manipulation and big data execution has long.

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Recent Posts

  • Litestar Cut Our P99 Latency 40% After Migrating From FastAPI
  • Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo
  • Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week
  • Python JIT: practical notes from production
  • asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+

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