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April 13, 2026

Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

April 11, 2026

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

April 11, 2026

Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

April 9, 2026April 9, 2026

Python JIT: practical notes from production

April 8, 2026April 9, 2026

asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+

April 6, 2026

Step-by-Step Tutorial: Writing Python Extensions in Rust With PyO3

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?
  • API Development
April 13, 2026
Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

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.
  • Automation
April 11, 2026
Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo

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.
  • Code Quality
April 11, 2026
Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

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.
  • AI/ML
April 9, 2026April 9, 2026
Python JIT: practical notes from production

asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+

If you've been writing asyncio in production Python for more than a few months, you've almost certainly hit the same trap I keep watching teams walk into.
  • Asynchronous Programming
April 8, 2026April 9, 2026
asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+
Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

  • API Development
Silas Montgomery
April 13, 2026
Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo

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

  • Automation
Nia Okoro
April 11, 2026
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Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

  • API Development
Silas Montgomery
Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo

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

  • Automation
Nia Okoro
Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

  • Code Quality
Mateo Vargas
Python JIT: practical notes from production

Python JIT: practical notes from production

  • AI/ML
Silas Montgomery
Simulating Quantum Decision Models in Pure Python (No QPU Required)

Simulating Quantum Decision Models in Pure Python (No QPU Required)

  • AI/ML
Priya Sharma
Master Python: Amazing Systematic Guide

Master Python: Amazing Systematic Guide

  • Data Science
Riko Ishikawa
Advanced Python Async Programming: Complete Guide to Concurrency

Advanced Python Async Programming: Complete Guide to Concurrency

  • Data Science
Riko Ishikawa
Advanced Python Async Programming: Complete Guide to Concurrency

Advanced Python Async Programming: Complete Guide to Concurrency

  • Data Science
Riko Ishikawa
Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

  • API Development
Silas Montgomery
Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo

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

  • Automation
Nia Okoro
Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

  • Code Quality
Mateo Vargas
Python JIT: practical notes from production

Python JIT: practical notes from production

  • AI/ML
Silas Montgomery

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Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

  • API Development
  • Performance
Silas MontgomeryApril 13, 2026
Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo

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

  • Automation
  • Code Quality
Nia OkoroApril 11, 2026
Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

  • Code Quality
  • Developer Tools
Mateo VargasApril 11, 2026
Python JIT: practical notes from production

Python JIT: practical notes from production

  • AI/ML
  • Data Science
Silas MontgomeryApril 9, 2026April 9, 2026
asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+

asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+

  • Asynchronous Programming
  • Performance
Silas MontgomeryApril 8, 2026April 9, 2026
Step-by-Step Tutorial: Writing Python Extensions in Rust With PyO3

Step-by-Step Tutorial: Writing Python Extensions in Rust With PyO3

  • CPython Internals
  • Data Engineering
Mateo VargasApril 6, 2026

Latest Posts

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Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

  • API Development
  • Performance
Silas Montgomery
Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo

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

  • Automation
  • Code Quality
Nia Okoro
Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

  • Code Quality
  • Developer Tools
Mateo Vargas
Python JIT: practical notes from production

Python JIT: practical notes from production

  • AI/ML
  • Data Science
Silas Montgomery
asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+

asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+

  • Asynchronous Programming
  • Performance
Silas Montgomery

Highlight

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Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

  • API Development
April 13, 2026
Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo

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

  • Automation
April 11, 2026
Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

  • Code Quality
April 11, 2026
Python JIT: practical notes from production

Python JIT: practical notes from production

  • AI/ML
April 9, 2026April 9, 2026
asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+

asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+

  • Asynchronous Programming
April 8, 2026April 9, 2026
Step-by-Step Tutorial: Writing Python Extensions in Rust With PyO3

Step-by-Step Tutorial: Writing Python Extensions in Rust With PyO3

  • CPython Internals
April 6, 2026

Popular News

See More
Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

Litestar Cut Our P99 Latency 40% After Migrating From FastAPI

  • API Development
  • Performance
Silas Montgomery
In this article Why does Litestar handle tail latency better than FastAPI? What makes serialization…
Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo

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

  • Automation
  • Code Quality
Nia Okoro
Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week

  • Code Quality
  • Developer Tools
Mateo Vargas
Python JIT: practical notes from production

Python JIT: practical notes from production

  • AI/ML
  • Data Science
Silas Montgomery
asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+

asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+

  • Asynchronous Programming
  • Performance
Silas Montgomery
NASA Just Paid to Fix NumPy’s Messy Parts. About Time.
6 mins read

NASA Just Paid to Fix NumPy’s Messy Parts. About Time.

  • Data Engineering
December 31, 2025 Priya SharmaTagged NumPy news

I was staring at a flame graph at 11 p.m. last Tuesday, wondering why my seemingly simple data pipeline was eating RAM like Chrome with fifty tabs open.

Read More
Testing Python Agents is a Nightmare (Here’s How I Fix It)
7 mins read

Testing Python Agents is a Nightmare (Here’s How I Fix It)

  • AI Testing
December 31, 2025 Silas MontgomeryTagged python testing

I spent the last three days debugging a graph-based workflow where three different AI agents were supposed to collaborate on ordering a pizza.

Read More
CircuitPython’s Latest Update Finally Makes USB Host Less of a Headache
7 mins read

CircuitPython’s Latest Update Finally Makes USB Host Less of a Headache

  • CircuitPython
December 29, 2025 Silas MontgomeryTagged CircuitPython news

I have a drawer full of USB-OTG cables that I look at with deep suspicion. For years, if you wanted to plug a keyboard, a mouse, or a MIDI controller into.

Read More
Stop Downsampling Your Data: The New Pandas Update is Actually Good
4 mins read

Stop Downsampling Your Data: The New Pandas Update is Actually Good

  • Data Engineering
December 29, 2025 Mateo VargasTagged Pandas updates

I have a confession to make. For the last five years, I’ve been lying to my stakeholders. Not big lies—just little white lies about data granularity.

Read More
Stop Renting Cloud Computers: Building a Data Stack on Localhost
8 mins read

Stop Renting Cloud Computers: Building a Data Stack on Localhost

  • Cloud Computing
December 29, 2025 Silas MontgomeryTagged DuckDB python

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.

Read More
Mojo in 2025: A Python Dev’s Honest Look Under the Hood
8 mins read

Mojo in 2025: A Python Dev’s Honest Look Under the Hood

  • AI/ML
December 29, 2025 Nia OkoroTagged Mojo language

I have a love-hate relationship with Python. We all do, right? It’s the glue holding the entire AI ecosystem together, yet every time I watch a profiler.

Read More
Keras in Late 2025: Why Transfer Learning Is Finally Boring
7 mins read

Keras in Late 2025: Why Transfer Learning Is Finally Boring

  • Data Science
December 26, 2025December 28, 2025 Riko IshikawaTagged Keras updates

I spent yesterday afternoon trying to squeeze a Vision Transformer (ViT) onto a consumer-grade GPU. A few years ago, this would have been a three-coffee.

Read More
Stop Wrestling with HTML: Why I Switched to Flet
10 mins read

Stop Wrestling with HTML: Why I Switched to Flet

  • Data Science
December 26, 2025December 28, 2025 Riko IshikawaTagged Flet ui

I am tired of pretending that I enjoy writing HTML and CSS. For years, every time I needed to build a user interface for a Python script or a data tool, I.

Read More
Strengthening the Core: The Future of NumPy, Scikit-learn, and Scientific Python Performance
11 mins read

Strengthening the Core: The Future of NumPy, Scikit-learn, and Scientific Python Performance

  • AI/ML
December 22, 2025December 26, 2025 Silas MontgomeryTagged NumPy news

The Python ecosystem has long been the dominant force in data science, machine learning, and scientific computing.

Read More
Revolutionizing AI Agents: Deep Dive into LlamaIndex Event-Driven Workflows and SQL Integration
13 mins read

Revolutionizing AI Agents: Deep Dive into LlamaIndex Event-Driven Workflows and SQL Integration

  • AI/ML
December 22, 2025December 26, 2025 Riko IshikawaTagged LlamaIndex news

Introduction The landscape of Artificial Intelligence and Natural Language Processing (NLP) is shifting rapidly.

Read More

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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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