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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
  • Latest
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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
LlamaCloud’s Multimodal RAG: Finally, No More Glue Code
6 mins read

LlamaCloud’s Multimodal RAG: Finally, No More Glue Code

  • AI/ML
February 5, 2026 Priya SharmaTagged LlamaIndex news

Well, that’s not entirely accurate — I’ve actually been playing around with LlamaCloud for a while now. You know the drill.

Read More
Mojo in 2026: Is It Finally Time to Ditch Pure Python?
8 mins read

Mojo in 2026: Is It Finally Time to Ditch Pure Python?

  • AI/ML
February 1, 2026 Silas MontgomeryTagged Mojo language

Actually, I still remember the noise when Mojo first dropped. It was mid-2023, and the promise was wild: Python syntax, C++ speed, and a magical.

Read More
PyScript in 2026: Why I Finally Stopped Hating Client-Side Python
7 mins read

PyScript in 2026: Why I Finally Stopped Hating Client-Side Python

  • Data Science
January 29, 2026 Riko IshikawaTagged PyScript web

Actually, I should clarify – I remember sitting in the audience at PyCon 2022 when PyScript was first announced.

Read More
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.

Read More
Python’s Reference Counting Has Changed (And You Probably Missed It)
9 mins read

Python’s Reference Counting Has Changed (And You Probably Missed It)

  • Data Engineering
January 27, 2026 Nia OkoroTagged CPython internals

Well, that’s not entirely accurate — I actually spent most of last Tuesday staring at a flame graph that absolutely refused to make sense.

Read More
Distributed Training Finally Stopped Making Me Cry (Mostly)
7 mins read

Distributed Training Finally Stopped Making Me Cry (Mostly)

  • AI/ML
January 26, 2026 Priya SharmaTagged PyTorch news

I still remember the first time I tried to shard a 70B parameter model across a cluster of GPUs. It was 2 AM, I was three coffees deep, and the error logs.

Read More
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.

Read More
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.

Read More
Stop Rewriting Your Pandas Code for Spark. Seriously.
7 mins read

Stop Rewriting Your Pandas Code for Spark. Seriously.

  • Cloud Computing
January 9, 2026 Nia OkoroTagged NumPy news

I looked at my terminal yesterday and saw the one error message that has haunted my entire career in data engineering.

Read More
MicroPython on PineTime: Taming the Rust and Mynewt Beast
7 mins read

MicroPython on PineTime: Taming the Rust and Mynewt Beast

  • Embedded Systems
January 9, 2026 Priya SharmaTagged MicroPython updates

I still remember the first time I tried to flash firmware onto a sealed smartwatch. It involved a 3D-printed jig, pogo pins that refused to align, and a.

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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