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

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

And I finally understood where local AI is going.

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.

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.

Coding Beauty

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

Just wow.

From numbers to visuals, instantly.

Proxmox VE 9.1 just dropped, and as always, the update brought with it more than a version bump....

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...

CodeToDeploy

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

Open-Source Tools That Scaled Better Than Paid Ones…

CodeToDeploy

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

How a mathematical workaround is changing the way developers compare data, and the efficiency...

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.

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

Python in Plain English

· ~5 min read · September 28, 2025 (Updated: October 2, 2025) · Free: No

Big frameworks get all the hype. But the truth? It&#39s the tiny utilities that save you hours.

Python in Plain English

· ~3 min read · October 31, 2025 (Updated: October 31, 2025) · Free: No

Spreadsheets had a good run.

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.

You&#39ve probably never heard of most of these AI tools.

No Time

· ~5 min read · June 5, 2026 (Updated: June 5, 2026) · Free: No

Here&#39s What It Does and How It&#39s Different from Other AI Tools

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.

Level Up Coding

· ~15 min read · April 6, 2026 (Updated: April 13, 2026) · Free: No

You can read it for free from here!

Data Science Collective

· ~11 min read · September 6, 2026 (Updated: September 7, 2026) · Free: No

Ollama, LM Studio and MLX each pick a different part of your chip, none of them asks you, and one...

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

Python in Plain English

· ~5 min read · October 27, 2025 (Updated: October 27, 2025) · Free: No

The kind of small discoveries that make you rethink everything you know about simplicity.

Easy Flutter

· ~2 min read · February 21, 2026 (Updated: February 26, 2026) · Free: No

Decoupling of Material and Cupertino widgets from the core Flutter framework is in its finishing...

Data Science Collective

· ~18 min read · July 14, 2026 (Updated: September 7, 2026) · Free: No

Read a LAS file, filter the ground, build a terrain model, and prep your scans for deep learning,...

Data Science Collective

· ~8 min read · September 2, 2026 (Updated: September 4, 2026) · Free: No

Alibaba&#39s own instructions start at two datacenter GPUs. People are running the same file on...

Write A Catalyst

· ~5 min read · November 9, 2025 (Updated: December 2, 2025) · Free: No

Every day, every single day.

AI Advances

· ~17 min read · March 17, 2026 (Updated: March 17, 2026) · Free: No

A comprehensive guide to the CLAUDE.md file in Claude Code, including how it is loaded, how to...

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...

By Peter Rosemann (dkdndes)

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 +...

From Beginner-Friendly to Advanced

When I first tried to get my Flutter iOS app into TestFlight, the process felt like a maze of...