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

And I finally understood where local AI is going.

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

A recent thread on Twitter raised concerns that the macOS process mediaanalysisd, which scans...

By Peter Rosemann (dkdndes)

CodeX

· ~12 min read · March 3, 2026 (Updated: March 9, 2026) · Free: No

There is a specific kind of frustration that comes from paying for five AI subscriptions,...

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

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...

Level Up Coding

· ~5 min read · February 16, 2026 (Updated: February 18, 2026) · Free: No

Claude Code changed everything. It was the first coding agent that enabled you to generate and...

Codrift

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

Clean, parse, and analyze without tears.

Flutter vs SwiftUI vs Jetpack Compose login screen comparison with Clean Architecture. Real code,...

Python in Plain English

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

I automate first, ask questions later.

CodeX

· ~10 min read · March 20, 2026 (Updated: March 25, 2026) · Free: No

There is a quiet war happening on the desks of AI enthusiasts right now. On one side, the Mac...

Easy Flutter

· ~4 min read · July 16, 2025 (Updated: July 16, 2025) · Free: No

The world of cross-platform development doesn&#39t stand still. Every year brings new frameworks,...

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...

The Ai Studio

· ~8 min read · March 28, 2026 (Updated: March 28, 2026) · Free: No

What Happens When You Give an AI Agent Access to Your Entire Digital Life

System Weakness

· ~6 min read · January 24, 2026 (Updated: January 24, 2026) · Free: No

Get the basics right! And you&#39ll have a server that&#39s more secure than 90% of what&#39s out...

CodeToDeploy

· ~5 min read · January 16, 2026 (Updated: January 30, 2026) · Free: No

Open-Source Tools That Scaled Better Than Paid Ones…

Level Up Coding

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

Warning: These 7 Command-Line Utilities Are Seriously Addictive

Towards AI

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

The script ran at 9:03 AM every Monday.

Everyone asks which one to install

I&#39ve recently migrated Ice Cubes, my open-source SwiftUI Mastodon client to use file system...

Towards AI

· ~12 min read · December 19, 2025 (Updated: February 22, 2026) · Free: No

Architectures beyond Naive Rag to build reliable production AI Systems

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

Python in Plain English

· ~3 min read · September 23, 2025 (Updated: September 23, 2025) · Free: No

How a Simple Automation Went From Weekend Hack to a Steady Income Stream

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...

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!

No Time

· ~6 min read · July 19, 2026 (Updated: July 19, 2026) · Free: No

It beats Claude while being open source. So let&#39s see just how powerful it really is.

Let me tell you about the week I lost my sanity.

Easy Flutter

· ~3 min read · October 17, 2025 (Updated: October 18, 2025) · Free: No

And how to use them in your Flutter app.

The Pythonworld

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

These under-the-radar gems can automate your workflow, simplify code, and make you wonder how you...

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

Level Up Coding

· ~72 min read · July 15, 2026 (Updated: August 20, 2026) · Free: No

Quantize it to int4, stream the experts from disk, and serve it from one machine

You Just Need to Learn How to Use It

Python in Plain English

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

Each one shaved hours off my workflow.

I just returned from a trip to Tokyo and Osaka in Japan 🇯🇵 with Ben, my 14 year old son. It was a...

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

Stop browsing the web like it&#39s 2023. These tools automate the boring stuff, skip the ads, and...

Stackademic

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

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

Mac O’Clock

· ~11 min read · May 19, 2026 (Updated: June 10, 2026) · Free: No

Every spring, when Apple drops a .5 update, I do the same (embarrassing) thing — I assume it&#39s...

As development work gets more complex, the terminal remains an important part of building,...