Pain points I faced (and how you can avoid them)

Mac O’Clock

· ~9 min read · October 8, 2025 (Updated: October 9, 2025) · Free: No

It&#39s getting harder to ignore some pretty glaring problems…

If you&#39ve ever felt lost searching through log files or hunting for that one configuration...

How about a dose of reality?

My app was taking 4.2 seconds to load the home screen. Users were complaining. Some were...

Python in Plain English

· ~4 min read · April 10, 2026 (Updated: April 11, 2026) · Free: No

You&#39ll start creating everything in Python.

Machina Speculatrix

· ~16 min read · October 27, 2025 (Updated: October 27, 2025) · Free: No

It&#39s not really a computer unless it has input and output. And a serial interface can handle...

The Pythonworld

· ~10 min read · October 17, 2025 (Updated: October 22, 2025) · Free: No

I have discovered these few game changer modern set of libraries that you should must know in 2025.

Codrift

· ~3 min read · September 17, 2025 (Updated: September 17, 2025) · Free: No

Clean, parse, and analyze without tears.

This month, I&#39m going to share 4 apps and a game. Most of the apps are available both on...

Stackademic

· ~5 min read · February 11, 2026 (Updated: February 18, 2026) · Free: No

Not because they&#39re trendy. Because they save time.

Python in Plain English

· ~4 min read · February 4, 2026 (Updated: February 4, 2026) · Free: No

I automate first, ask questions later.

Towards AI

· ~14 min read · April 13, 2026 (Updated: April 13, 2026) · Free: No

My client&#39s analytics team was spending 15+ hours every week on manual Power BI tasks —...

Easy Flutter

· ~5 min read · July 3, 2025 (Updated: July 3, 2025) · Free: No

As a developer who loves experimenting with new tools, I decided to build the same web app twice...

Artificial Intelligence in Plain English

· ~6 min read · April 7, 2026 (Updated: April 7, 2026) · Free: No

Same API, same database, same load test. The results were not what I expected.

"My journey from &#39this will take 30 minutes&#39 to &#39why is every button broken? with a...

ESP32-C6 Xiao notifies you when someone is nearby

Level Up Coding

· ~6 min read · November 7, 2024 (Updated: November 4, 2025) · Free: No

Warning: These 7 Command-Line Utilities Are Seriously Addictive

Mac O’Clock

· ~8 min read · November 25, 2025 (Updated: December 14, 2025) · Free: No

Small changes that add up to a surprising amount of saved time

Towards AI

· ~10 min read · December 10, 2025 (Updated: December 11, 2025) · Free: No

The script ran at 9:03 AM every Monday.

Python in Plain English

· ~5 min read · September 5, 2025 (Updated: October 9, 2025) · Free: No

I thought they were overhyped… until I used them once.

It&#39s "phase two" of the AI boom, and the claws are out.

Pythonic AF

· ~5 min read · January 19, 2026 (Updated: February 2, 2026) · Free: No

No shortcuts, no mythology, just how Python really behaves

Neural Notions

· ~5 min read · January 25, 2026 (Updated: February 3, 2026) · Free: No

Turn your own device into a personal AI assistant that lives inside your favorite apps

Mac O’Clock

· ~8 min read · November 4, 2025 (Updated: November 4, 2025) · Free: No

Many of your iOS 26 annoyances are fixed now

Machina Speculatrix

· ~13 min read · October 10, 2025 (Updated: October 10, 2025) · Free: No

Read-only memory typically houses your bootstrap code and operating system. But does it have to...

Towards Deep Learning

· ~11 min read · April 3, 2026 (Updated: April 10, 2026) · Free: No

SameApache 2.0. Runs on your laptop. Beats models 20x its size. This is not a drill.

A quiet performance win hiding in plain sight

Mac O’Clock

· ~10 min read · November 22, 2025 (Updated: December 24, 2025) · Free: No

The Apps You Don&#39t Know You Need, But You Do!

From Beginner-Friendly to Advanced

Write A Catalyst

· ~5 min read · November 5, 2025 (Updated: November 10, 2025) · Free: No

Run away as fast as you can when you see one of these.

DataDrivenInvestor

· ~6 min read · July 28, 2025 (Updated: October 27, 2025) · Free: No

Hint: Your daily "treat" might be costing you thousands.

The Pythonworld

· ~5 min read · November 14, 2025 (Updated: November 14, 2025) · Free: No

Discover a dozen underrated Python libraries that quietly make development smoother, faster, and...

The Ai Studio

· ~6 min read · March 18, 2026 (Updated: March 18, 2026) · Free: No

A clean, bare-minimum setup with zero unnecessary complexity

How I turned free libraries into money-making AI apps

Sorting is one of the most fundamental concepts in computer science. From ranking search results...

UX Planet

· ~7 min read · March 6, 2026 (Updated: March 16, 2026) · Free: No

10 Sections to Include in your CLAUDE.md

The Pythonworld

· ~3 min read · October 30, 2025 (Updated: October 30, 2025) · Free: No

Find out five essential Python decorators that will make your coding process simple and efficient.

Your Claude Code terminal is missing crucial information. Every time you glance at your screen,...

How I Stopped Freelancing Manually and Let My Scripts Do the Work

Data Science Collective

· ~6 min read · December 30, 2025 (Updated: February 11, 2026) · Free: No

The three building blocks that make LLM-tool integration surprisingly simple

Python in Plain English

· ~4 min read · January 14, 2026 (Updated: January 20, 2026) · Free: No

For non-medium members, read the article HERE.

Stackademic

· ~9 min read · March 30, 2026 (Updated: March 30, 2026) · Free: No

The self-hosted, "I don&#39t want to trust anyone" edition: Headscale + Tailscale +...

Stackademic

· ~8 min read · March 31, 2026 (Updated: April 8, 2026) · Free: No

Your app will crash. The question is: will you know why?

How I Build Fast, Filterable Data APIs Without BI Tools or Heavy Frameworks