Think. Code. Enjoy.
Practical Tech & AI insights - minimal, mindful.
For engineers who value clarity over hype: short reads, modern patterns, and hands-on tips.
No fluff: AI engineering patterns, Python best practices, and DevOps shortcuts you can use today.
Local models are finally good enough to be useful, but the way people talk about them is still wrong. The question is usually: "Can this replace Claude, ChatGPT, or Gemini?" That sounds practical.
A phone takes the picture. An AI writes the code.
Every coder thinks they can be a product manager and designer. Every product manager thinks they can be a coder and designer.
๐ The Classical Singularity Problem Singularity the point where technological growth accelerates beyond human control, producing unpredictable changes in civilization has been framed as a single superintelligent system
Codex now supports dropin skills: small, documented bundles that tell the CLI how to act. They live in , load automatically, and can be listed with (see the Codex skills doc).
We keep moving thinking out of our heads and into tools. Paper caught memories.
Dotprompt turns prompt engineering into small, reusable files and lets you run them like programs. Pair it with and you can wire prompts together with pipes the same way you chain , , and .
Want to use Codex with maximum privacy and control? Running it against a local model is the answer.
๐ฐProblem Tom Phillipsโ โAGI fantasyโ essay [1] jokes that believers happily multiply a microscopic chance (0.001%) with an astronomical payoff and still walk away claiming an enormous expected value (EV). The thought ex
Most takes about "agents" come from people who have never actually built one. Skip the hype about massive control planes and just wire up the smallest loop you can.
In the world of AI, the quality of your prompts determines the quality of the output. A wellcrafted prompt is like a clear set of instructions for a brilliant but very literal assistant.
The rise of openweight large language models (LLMs) like Llama 3, Mistral, and Gemma has democratized AI development. But while these models are powerful out of the box, their true potential is unlocked when you customiz
Python in 2025 feels as refreshed as Node.js: the language and its ecosystem have converged on a set of clear, โbatteriesincludedโ conventions that make everyday development faster, safer, and more maintainable. Below is
Problem ๐ฑ You would like to run androidemulator from shell: Solution ๐ค Add alias to your : Adjust part of to your needs Listing available emulators on your device:
Problem ๐ฑ You would like to expose securly ๐ your local server on the web? Default route for this would be to: configure https configure your router etc.
Problem ๐ฑ You would like to create type for following object with dynamic property name: Solution ๐ค Usage:
Problem ๐ฑ You would like to navigate to nested tab using ? Solution ๐ค Lets for example use that Routes: Usage ๐ฑ It will navigate to My Account component within tabbar.
Problem ๐ฑ You have some program running on reactnative default port. Solution ๐ค You will need to run packager with following port: iOS ๐ฑ In your xcode open .
How to generate an SSL certificate: you need to enter a password here which you need to retype in the following steps when asked "Common Name" type in: localhost
Problem ๐ฑ You would like to have get only headers from request. Solution ๐ค We will use command to achieve it: usage:
Problem ๐ฑ You would like to have: 1. visor mode on 2.
Problem ๐ฑ You want to process audio file into text. Solution ๐ค We will use gapi which offers ability to transform audio files into text.
Problem ๐ฑ You want to get your external ip? Solution ๐ค alias: usage:
Problem ๐ฑ You want to add script tag. But when to add specific attribute?
Problem ๐ฑ You want to query migrations model from django. Solution ๐ค ๐๐๐
Problem ๐ฑ You run your server and get: Solution ๐ค function: usage: ๐๐๐
Problem ๐ฑ You have multiple shell tabs with not really nice names. Solution ๐ค usage: result:
Problem ๐ฑ How to create alert in osx which could be triggered via command line? Solution ๐ค Usage:
Problem ๐ฑ You run out of space! Solution ๐ค ncdu ncurses disk usage Lets you easily track most used files without need to leave command line.
Add a progress meter to your loops in a second Instantly make your loops show a progress meter just wrap any iterator with "tqdm(iterator)", and you're done! and your done!