Ivan Karabadzhak's Avatar

Ivan Karabadzhak

@jakeroid

Data Engineer ⋅ Perfecting Python & SQL ⋅ Mastering Vim ⋅ Obsessed with Efficiency ⋅ Using AI/ML to Get Things Done ⋅ Building Wealth Doing What I Love

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01.12.2024
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Latest posts by Ivan Karabadzhak @jakeroid

Saturday brings #4x4

Besides my "Friday brings Python," I decided to write more about things I like. Did you know that AWD and 4x4 isn't the same thing?

14.03.2026 16:03 👍 0 🔁 0 💬 0 📌 0
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Friday brings #Python

It's time to post about ELSE for loops. Yeah, that's right. Python allows you to pair ELSE with FOR or WHILE in a way that the ELSE block executes only if the loop was finished naturally without interruption by BREAK.

13.03.2026 16:02 👍 0 🔁 1 💬 0 📌 0

Never stop learning, especially nowadays, when LLMs can automate the boring stuff for you.

12.03.2026 16:03 👍 0 🔁 0 💬 0 📌 0

Spending time in nature is an awesome way to recharge.

11.03.2026 19:11 👍 0 🔁 0 💬 0 📌 0

I love coding, but I should accept that using LLMs for boring stuff is a good thing.

10.03.2026 21:21 👍 0 🔁 0 💬 0 📌 0

Nowadays, big players subsidize LLM-coding. In some areas, that makes junior or even more professional devs useless. What would the real prices be then? I mean, wouldn't it be cheaper to have one person plus one AI instead of three AIs with bad outcomes?

09.03.2026 21:14 👍 0 🔁 0 💬 0 📌 0

Coffee is an interesting thing. It used to produce code. Now, as AI replaces humans, we’re not converting coffee into code anymore.

08.03.2026 21:12 👍 0 🔁 0 💬 0 📌 0

I miss the days when I was young and had so much time.

For instance, it was building an HTTP web server in plain C and working with unix sockets, just for the sake of learning and fun.

07.03.2026 15:57 👍 0 🔁 0 💬 0 📌 0

LLMs are just token prediction. Stop seeking conciseness there.

06.03.2026 16:04 👍 0 🔁 0 💬 0 📌 0
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Friday brings #Python

Today I have something special for you. If you’ve ever used generators in Python, you’re probably familiar with the `yield` keyword. But what about `yield from`?

Take a look at the image: it lets the current generator delegate control to another generator until it’s finished.

06.03.2026 16:01 👍 0 🔁 0 💬 0 📌 0
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GitHub - petergpt/bullshit-benchmark: BullshitBench measures whether AI models challenge nonsensical prompts instead of confidently answering them, created by Peter Gostev. BullshitBench measures whether AI models challenge nonsensical prompts instead of confidently answering them, created by Peter Gostev. - petergpt/bullshit-benchmark

github.com/petergpt/bu...

05.03.2026 15:59 👍 0 🔁 0 💬 0 📌 0

Testing bullshit theories? That’s a pretty nice benchmark for LLMs.

05.03.2026 15:59 👍 0 🔁 0 💬 1 📌 0
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They said math isn't useful. Also, AI is made of:

04.03.2026 15:57 👍 0 🔁 0 💬 0 📌 0

Does starting with C/C++ compared to starting with Python make you a better programmer?

03.03.2026 15:58 👍 1 🔁 0 💬 2 📌 0

Why do people prefer to honk their horn when somebody in front doesn’t move as fast as they’d like?

02.03.2026 16:01 👍 0 🔁 0 💬 0 📌 0

Fishing is a nice way to rest your mind.

01.03.2026 15:57 👍 0 🔁 0 💬 0 📌 0
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Look at this beauty!

28.02.2026 16:03 👍 0 🔁 0 💬 0 📌 0
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Friday brings #Python

Today, let’s explore one item from the itertools package: cycle. This function lets you literally cycle through a list (or other iterable), which is very handy when you need rotate.

Imagine you need to build a turn-based game. Check the example.

27.02.2026 15:56 👍 1 🔁 0 💬 0 📌 0

There is a rubric called “Friday brings Python,” where I share Python tips. I’m considering doing something similar—maybe “4x4 Saturdays”—to share thoughts about cars, AWD, 4x4, etc.

25.02.2026 16:00 👍 0 🔁 0 💬 0 📌 0

GPT‑5.3‑Codex or Claude Sonnet 4.6?

24.02.2026 20:17 👍 0 🔁 0 💬 0 📌 0
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The path to ubiquitous AI | Taalas By Ljubisa Bajic Many believe AI is the real deal. In narrow domains, it already surpasses human performance. Used well, it is an unprecedented amplifier of human ingenuity and productivity. Its widespread adoption is hindered by two key barriers: high latency and astronomical cost. Interactions with language models lag far...

taalas.com/the-path-to...

23.02.2026 19:25 👍 0 🔁 0 💬 0 📌 0

There is an interesting project that could make inference quite cheap. They “hardcoded” the model into a hardware chip.

Imagine being able to run a modern model very fast on your own hardware.

23.02.2026 19:25 👍 0 🔁 0 💬 1 📌 0

Agentic coding is fine when you understand what you’re doing—and what the AI produces.

22.02.2026 20:44 👍 0 🔁 0 💬 0 📌 0

Did you know that LLMs are very good when it comes to copying existing content?

Aren't you surprised they were able to make a C compiler then?

21.02.2026 16:04 👍 0 🔁 0 💬 0 📌 0
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Friday brings #Python

Imagine you want to write code to roll a 20-sided die until it gives you a critical hit: 20 points!

You have to use a while loop, right? Right?

20.02.2026 16:04 👍 0 🔁 0 💬 0 📌 0

When it comes to comparing owning a house vs. renting, there’s a lot of debate. Recently, I’ve shifted my opinion on it a little.

A mortgage is risky, but renting a house has a 0% chance of making you its owner.

19.02.2026 15:58 👍 0 🔁 0 💬 0 📌 0
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OpenAI directs resources from long-term research to focus on improving ChatGPT OpenAI is reallocating resources from long-term research to enhance ChatGPT and its core language models, leading to the departure of several senior employees. This strategic shift comes as the company faces increasing competition from rivals like Google and Anthropic. CEO Sam Altman emphasizes the need for improvements in ChatGPT, which currently serves around 800 million users. While some argue that foundational research remains crucial, others express concerns over the diminishing support for non-LLM projects, reflecting a significant transformation in OpenAI's focus amid the AI boom.

Link: longbridge.com/en/news/274...

18.02.2026 16:04 👍 0 🔁 0 💬 0 📌 0

OpenAI is directing resources away from long-term research and toward monetizing ChatGPT.

The only way AI will replace good software engineers is with a new generation of LLMs. Without more resources being thrown at that, there won’t be any next-gen LLMs.

I feel safe now.

18.02.2026 16:04 👍 0 🔁 0 💬 1 📌 0
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Elon fired software engineers, but they said X works very well.

17.02.2026 15:58 👍 0 🔁 0 💬 0 📌 0

Usually terms “gross salary” or "super gross salary" are ignored.

Why should we care if the employer pays those taxes?

Technically, the employer does. But in fact, you receive less money if taxes go up. Isn’t it important to know how much the employer spends?

16.02.2026 15:58 👍 0 🔁 0 💬 0 📌 0