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DevOps

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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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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I Turned on the Python 3.14 JIT in Production (Well, Staging). Here’s the Truth.
6 mins read

I Turned on the Python 3.14 JIT in Production (Well, Staging). Here’s the Truth.

  • Data Engineering
February 25, 2026 Silas MontgomeryTagged Python JIT

Well, I have to admit, I was a bit skeptical about this whole Python JIT thing at first. In my experience, “free performance” usually comes …

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Poetry is Dead to Me: Why I Switched to uv
4 mins read

Poetry is Dead to Me: Why I Switched to uv

  • Automation
February 23, 2026 Silas MontgomeryTagged Uv installer

Actually, I should clarify – I held on for as long as I could. Really, I did. I was the guy in the team chat defending Poetry 1 back in 2023.

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Why I Finally Switched to Hatch for Python Builds
3 mins read

Why I Finally Switched to Hatch for Python Builds

  • Automation
February 13, 2026 Riko IshikawaTagged Hatch build

Actually, I should clarify — I’ve spent the last decade fighting with Python packaging. I’ve written setup.py files that looked like spaghetti code.

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Deployment Just Got Boring (And That’s Good)
5 mins read

Deployment Just Got Boring (And That’s Good)

  • API Development
January 27, 2026 Priya SharmaTagged FastAPI news

I have a confession: I absolutely hate writing Dockerfiles. Well, that’s not entirely accurate — I’ve been doing it for years.

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Stop Forcing Users to Install Python for Your CLI Tools
6 mins read

Stop Forcing Users to Install Python for Your CLI Tools

  • Automation
January 23, 2026 Silas MontgomeryTagged Uv installer

I have a confession: for years, I secretly dreaded sharing my Python CLI tools with anyone who wasn’t already a Python developer.

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Stop Using pipx: Why uv Is The Only Python Tool Manager You Need
7 mins read

Stop Using pipx: Why uv Is The Only Python Tool Manager You Need

  • DevOps
January 14, 2026 Silas MontgomeryTagged Uv installer

I have a confession. For about five years, I was the biggest advocate for pipx you’d ever meet. I annoyed my coworkers about it.

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Advanced Python Security: Post-Quantum Cryptography, Async Streams, and Fuzzing
13 mins read

Advanced Python Security: Post-Quantum Cryptography, Async Streams, and Fuzzing

  • DevOps
December 14, 2025December 26, 2025 Riko IshikawaTagged Python security

Introduction The landscape of Python security is undergoing a paradigm shift. As Python cements its position as the lingua franca of data sc…

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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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