Publication

Pythonic AF

@pythonic-af

articles: 19
total claps: 2,394
top claps: 801
avg read: 5.1 min
paywalled: 19
active: 2026-01-05 → 2026-08-11

Wiki topics

💻 · Programming · 15 EDU · Education & Learning · 12 ML · Machine Learning · 12 AGT · AI Agents · 2 🔧 · Data Engineering · 2 GEN · Genomics & Sequencing · 2 🔬 · Science · General · 2 LLM · Large Language Models · 1

Top tags

#python ·18 #python-programming ·12 #machine-learning ·12 #python3 ·10 #programming ·4 #python315 ·4 #vscode ·3 #deep-learning ·3 #coding ·2 #one-liners ·2

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AY Aysha R · Pythonic AF

I Didn’t Expect Python 3.15 to Change This Much

This Might Be the Biggest Upgrade in Years

May 21, 2026 · 6 min read · 801 claps paywalled #python #python-programming #python315

I Didn’t Expect Python 3.15 to Change This Much

MDA HUM AI SCI

AY Aysha R · Pythonic AF

All Python Library / Module Explained

What they actually do, why they exist, and why you probably don’t need most of them

Feb 05, 2026 · 6 min read · 293 claps paywalled #python #machine-learning #data-science

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AY Aysha R · Pythonic AF

How I would learn Python programming fast (if I could start over)

The order I’d follow now, what I’d skip, and where I wasted way too much time

May 25, 2026 · 5 min read · 244 claps paywalled #python #python-programming #machine-learning

How I would learn Python programming fast (if I could start over)

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AY Aysha R · Pythonic AF

Why Every Python Developer Should Build Their Own MCP Server in 2026

Stop wiring glue code. Start owning your AI boundary layer.

Jan 05, 2026 · 3 min read · 211 claps paywalled #mcp-server #python #python-automation

Why Every Python Developer Should Build Their Own MCP Server in 2026

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AY Aysha R · Pythonic AF

10 Python one liners you’ll actually use

Tiny Python tricks that are useful, readable, and not just there to impress people on LinkedIn

May 18, 2026 · 4 min read · 187 claps paywalled #python #one-liners #python-programming

10 Python one liners you’ll actually use

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AY Aysha R · Pythonic AF

10 Python One Liners You’ll Actually Use

The small Python tricks that aren’t just clever, they’re practical

Feb 27, 2026 · 3 min read · 182 claps paywalled #one-liners #python #artificial-intelligence

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AY Aysha R · Pythonic AF

7 Things You Didn’t Know Dataclasses Could Do

Dataclasses look simple. They aren’t.

Feb 11, 2026 · 4 min read · 178 claps paywalled #python #machine-learning #data-class

7 Things You Didn’t Know Dataclasses Could Do

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AY Aysha R · Pythonic AF

7 Python Anti Patterns to Avoid

Print is not logging

Feb 24, 2026 · 4 min read · 78 claps paywalled #python #antipattern #python-programming

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MA Marcus D · Pythonic AF

There’s a NEW built in function coming in Python 3.15

Python finally adds a proper way to create sentinel values. About time.

May 26, 2026 · 4 min read · 57 claps paywalled #python #python-programming #python315

There’s a NEW built in function coming in Python 3.15

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AY Aysha R · Pythonic AF

Your Pip Install Is a Backdoor — Fix This Now!

Every Python package you install can run code on your machine. Pin versions, use lockfiles, and stop letting AI agents add random…

Jun 26, 2026 · 5 min read · 44 claps paywalled #python #python-programming #python315

Your Pip Install Is a Backdoor — Fix This Now!

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MA Marcus D · Pythonic AF

Programming in the 22nd Century: Python Won’t Survive

The Future of Software Won’t Speak Python

Jun 11, 2026 · 6 min read · 37 claps paywalled #python #programming-languages #python3

Programming in the 22nd Century: Python Won’t Survive

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AY Aysha R · Pythonic AF

How to Learn Machine Learning Like a GENIUS and Not Waste Time

Most people don’t fail because ML is hard. They fail because they spend months learning things they don’t need yet.

Jun 17, 2026 · 3 min read · 28 claps paywalled #machine-learning #python #python-programming

How to Learn Machine Learning Like a GENIUS and Not Waste Time

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MA Marcus D · Pythonic AF

4 VSCode Features Python Devs NEED To Know

VS Code features that make Python work less annoying

Jun 23, 2026 · 5 min read · 20 claps paywalled #python #vscode #coding

4 VSCode Features Python Devs NEED To Know

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AY Aysha R · Pythonic AF

10 Powerful Python Modules You’re Probably Not Using

Less boilerplate, fewer dependencies, and several useful tools already sitting inside Python

Jul 16, 2026 · 10 min read · 12 claps paywalled #python #python-module #python3

10 Powerful Python Modules You’re Probably Not Using

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MA Marcus D · Pythonic AF

Python 3.15 Just Made Java 26 Feel 10 Years Old

Lazy Imports, Frozen Dicts, a Profiler That Doesn’t Get in the Way, and Why Python Keeps Quietly Stealing Good Ideas

May 29, 2026 · 4 min read · 11 claps paywalled #python #java #python315

Python 3.15 Just Made Java 26 Feel 10 Years Old

AY Aysha R · Pythonic AF

SQLite vs PostgreSQL Performance & Comparison

Embedded speed vs client-server reality

Feb 21, 2026 · 4 min read · 10 claps paywalled #sqlite #postgresql #sql

SQLite vs PostgreSQL Performance & Comparison

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MA Marcus D · Pythonic AF

I Left PyCharm for VS Code After 5 Years. Here Is Why

PyCharm is still better at some difficult IDE problems. I switched because the daily friction started to matter more.

Jul 17, 2026 · 11 min read · 1 claps paywalled #python #python-programming #vscode

I Left PyCharm for VS Code After 5 Years. Here Is Why

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MA Marcus D · Pythonic AF

10 VS Code Extensions Every Python Developer Needs in 2026

A practical Python setup without turning VS Code into an extension nsion lists are bloated.

Jul 14, 2026 · 4 min read · 0 claps paywalled #python #vscode #vscode-extension

10 VS Code Extensions Every Python Developer Needs in 2026

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MA Marcus D · Pythonic AF

Stop Writing Infinite If-Else Chains in Python

A small dispatch pattern can make command-based code easier to extend without turning one function into a giant mess.

Aug 11, 2026 · 2 min read · 0 claps paywalled #python #python-programming #python-if-else-statement