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May 27, 2026May 27, 2026

Django Async ORM Migration: What Breaks and When to Stay Sync

May 26, 2026May 27, 2026

The Case for MicroPython Over C on Edge AI Devices

May 19, 2026May 27, 2026

How Ibis Lowers One Expression to Three SQL Dialects

May 13, 2026May 27, 2026

How MicroPython’s Garbage Collector Survives on 256KB

May 8, 2026May 19, 2026

Inside Pydantic v2’s Core: How pydantic-core Compiles Schemas to

April 26, 2026May 19, 2026

Inside Hypothesis’s Shrinker: How Pareto Minimization Finds Smaller Failing Examples

Django Async ORM Migration: What Breaks and When to Stay Sync

Django Async ORM Migration: What Breaks and When to Stay Sync Migration cost The boundary charges twice.
  • Backend Development
May 27, 2026May 27, 2026
Django Async ORM Migration: What Breaks and When to Stay Sync

The Case for MicroPython Over C on Edge AI Devices

At first glance, C looks like the responsible choice for edge AI, but duty-cycled deployment changes the bill.
  • AI/ML
May 26, 2026May 27, 2026
The Case for MicroPython Over C on Edge AI Devices

How Ibis Lowers One Expression to Three SQL Dialects

Understand ibis deferred expression backends, the main trade-offs, and the practical checks to use before relying on it in practice.
  • Automation
May 19, 2026May 27, 2026
How Ibis Lowers One Expression to Three SQL Dialects

How MicroPython’s Garbage Collector Survives on 256KB

A forum question that comes back every few months goes like this: "Why does gc.collect() take about the same time on my Pico whether the heap is almost.
  • Embedded Systems
May 13, 2026May 27, 2026
How MicroPython’s Garbage Collector Survives on 256KB

Inside Pydantic v2’s Core: How pydantic-core Compiles Schemas to

Understand pydantic core schema compilation, the main trade-offs, and the practical checks to use before relying on it in practice.
  • API Development
May 8, 2026May 19, 2026
Inside Pydantic v2’s Core: How pydantic-core Compiles Schemas to
Django Async ORM Migration: What Breaks and When to Stay Sync

Django Async ORM Migration: What Breaks and When to Stay Sync

  • Backend Development
Silas Montgomery
May 27, 2026May 27, 2026
The Case for MicroPython Over C on Edge AI Devices

The Case for MicroPython Over C on Edge AI Devices

  • AI/ML
Mateo Vargas
May 26, 2026May 27, 2026
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Django Async ORM Migration: What Breaks and When to Stay Sync

Django Async ORM Migration: What Breaks and When to Stay Sync

  • Backend Development
Silas Montgomery
The Case for MicroPython Over C on Edge AI Devices

The Case for MicroPython Over C on Edge AI Devices

  • AI/ML
Mateo Vargas
How Ibis Lowers One Expression to Three SQL Dialects

How Ibis Lowers One Expression to Three SQL Dialects

  • Automation
Mateo Vargas
How MicroPython’s Garbage Collector Survives on 256KB

How MicroPython’s Garbage Collector Survives on 256KB

  • Embedded Systems
Silas Montgomery
Inside Polars’ Lazy Query Engine: How Predicate Pushdown Beats Pandas

Inside Polars’ Lazy Query Engine: How Predicate Pushdown Beats Pandas

  • Data Engineering
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
Django Async ORM Migration: What Breaks and When to Stay Sync

Django Async ORM Migration: What Breaks and When to Stay Sync

  • Backend Development
Silas Montgomery
The Case for MicroPython Over C on Edge AI Devices

The Case for MicroPython Over C on Edge AI Devices

  • AI/ML
Mateo Vargas
How Ibis Lowers One Expression to Three SQL Dialects

How Ibis Lowers One Expression to Three SQL Dialects

  • Automation
Mateo Vargas
How MicroPython’s Garbage Collector Survives on 256KB

How MicroPython’s Garbage Collector Survives on 256KB

  • Embedded Systems
Silas Montgomery

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Django Async ORM Migration: What Breaks and When to Stay Sync

Django Async ORM Migration: What Breaks and When to Stay Sync

  • Backend Development
  • Database
Silas MontgomeryMay 27, 2026May 27, 2026
The Case for MicroPython Over C on Edge AI Devices

The Case for MicroPython Over C on Edge AI Devices

  • AI/ML
  • Edge Computing
Mateo VargasMay 26, 2026May 27, 2026
How Ibis Lowers One Expression to Three SQL Dialects

How Ibis Lowers One Expression to Three SQL Dialects

  • Automation
  • Data Science
Mateo VargasMay 19, 2026May 27, 2026
How MicroPython’s Garbage Collector Survives on 256KB

How MicroPython’s Garbage Collector Survives on 256KB

  • Embedded Systems
  • Hardware Engineering
Silas MontgomeryMay 13, 2026May 27, 2026
Inside Pydantic v2’s Core: How pydantic-core Compiles Schemas to

Inside Pydantic v2’s Core: How pydantic-core Compiles Schemas to

  • API Development
  • CPython Internals
Mateo VargasMay 8, 2026May 19, 2026
Inside Hypothesis’s Shrinker: How Pareto Minimization Finds Smaller Failing Examples

Inside Hypothesis’s Shrinker: How Pareto Minimization Finds Smaller Failing Examples

  • Automation
  • Development Tools
Riko IshikawaApril 26, 2026May 19, 2026

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Django Async ORM Migration: What Breaks and When to Stay Sync

Django Async ORM Migration: What Breaks and When to Stay Sync

  • Backend Development
  • Database
Silas Montgomery
The Case for MicroPython Over C on Edge AI Devices

The Case for MicroPython Over C on Edge AI Devices

  • AI/ML
  • Edge Computing
Mateo Vargas
How Ibis Lowers One Expression to Three SQL Dialects

How Ibis Lowers One Expression to Three SQL Dialects

  • Automation
  • Data Science
Mateo Vargas
How MicroPython’s Garbage Collector Survives on 256KB

How MicroPython’s Garbage Collector Survives on 256KB

  • Embedded Systems
  • Hardware Engineering
Silas Montgomery
Inside Pydantic v2’s Core: How pydantic-core Compiles Schemas to

Inside Pydantic v2’s Core: How pydantic-core Compiles Schemas to

  • API Development
  • CPython Internals
Mateo Vargas

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Django Async ORM Migration: What Breaks and When to Stay Sync

Django Async ORM Migration: What Breaks and When to Stay Sync

  • Backend Development
May 27, 2026May 27, 2026
The Case for MicroPython Over C on Edge AI Devices

The Case for MicroPython Over C on Edge AI Devices

  • AI/ML
May 26, 2026May 27, 2026
How Ibis Lowers One Expression to Three SQL Dialects

How Ibis Lowers One Expression to Three SQL Dialects

  • Automation
May 19, 2026May 27, 2026
How MicroPython’s Garbage Collector Survives on 256KB

How MicroPython’s Garbage Collector Survives on 256KB

  • Embedded Systems
May 13, 2026May 27, 2026
Inside Pydantic v2’s Core: How pydantic-core Compiles Schemas to

Inside Pydantic v2’s Core: How pydantic-core Compiles Schemas to

  • API Development
May 8, 2026May 19, 2026
Inside Hypothesis’s Shrinker: How Pareto Minimization Finds Smaller Failing Examples

Inside Hypothesis’s Shrinker: How Pareto Minimization Finds Smaller Failing Examples

  • Automation
April 26, 2026May 19, 2026

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Django Async ORM Migration: What Breaks and When to Stay Sync

Django Async ORM Migration: What Breaks and When to Stay Sync

  • Backend Development
  • Database
Silas Montgomery
Django Async ORM Migration: What Breaks and When to Stay Sync Migration cost The boundary…
The Case for MicroPython Over C on Edge AI Devices

The Case for MicroPython Over C on Edge AI Devices

  • AI/ML
  • Edge Computing
Mateo Vargas
How Ibis Lowers One Expression to Three SQL Dialects

How Ibis Lowers One Expression to Three SQL Dialects

  • Automation
  • Data Science
Mateo Vargas
How MicroPython’s Garbage Collector Survives on 256KB

How MicroPython’s Garbage Collector Survives on 256KB

  • Embedded Systems
  • Hardware Engineering
Silas Montgomery
Inside Pydantic v2’s Core: How pydantic-core Compiles Schemas to

Inside Pydantic v2’s Core: How pydantic-core Compiles Schemas to

  • API Development
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Taipy: Why I Finally Ditched Streamlit for Production Apps
3 mins read

Taipy: Why I Finally Ditched Streamlit for Production Apps

  • Data Engineering
February 11, 2026April 19, 2026 Mateo VargasTagged Taipy news

Well, I have a confession to make. For the last five years, I’ve been utterly hooked on “script-to-web” tools.

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RNNs Aren’t Dead: Liquid Networks in Keras 3
8 mins read

RNNs Aren’t Dead: Liquid Networks in Keras 3

  • AI/ML
February 7, 2026April 19, 2026 Riko IshikawaTagged Keras updates

I distinctly remember the funeral we all held for Recurrent Neural Networks around 2019. The Transformer architecture had just walked into the room, eaten.

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

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

  • AI/ML
February 5, 2026April 19, 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.

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

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

  • AI/ML
February 1, 2026April 19, 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.

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

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

  • Data Science
January 29, 2026April 19, 2026 Riko IshikawaTagged PyScript web

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

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

Deployment Just Got Boring (And That’s Good)

  • API Development
January 27, 2026April 19, 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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Python’s Reference Counting Has Changed (And You Probably Missed It)
11 mins read

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

  • Data Engineering
January 27, 2026April 19, 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.

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Distributed Training Finally Stopped Making Me Cry (Mostly)
9 mins read

Distributed Training Finally Stopped Making Me Cry (Mostly)

  • AI/ML
January 26, 2026April 19, 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.

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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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