Ivan Karabadzhak's Avatar

Ivan Karabadzhak

@jakeroid.bsky.social

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

44 Followers  |  157 Following  |  673 Posts  |  Joined: 01.12.2024  |  1.6985

Latest posts by jakeroid.bsky.social on Bluesky


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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
Preview
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

At least one day a week, you need to rest. Otherwise, you’re gonna burn out quickly.

15.02.2026 15:58 — 👍 0    🔁 0    💬 0    📌 0

My favorite mistake that I always make is saving a small amount of money by spending more time. Time costs more than a small amount of money.

14.02.2026 15:59 — 👍 0    🔁 0    💬 0    📌 0

But, to review code you should
understand it. One written line give much more understanding than reading same
line multiple times. When you come to idea and implementation you understand why. Just reading does not work in the same way.

14.02.2026 13:27 — 👍 0    🔁 0    💬 0    📌 0
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Friday brings #Python

How often do you use the walrus operator in real production code? To be honest, I usually forget it even exists. However, I’m trying to use it more.

Why not?

13.02.2026 15:56 — 👍 0    🔁 0    💬 0    📌 0

I’m looking for professional software engineers who actively use agent coding. I’d love to learn best practices. I have a pet project and limited time.

Let’s connect.

12.02.2026 15:59 — 👍 0    🔁 0    💬 0    📌 0

Physical activity boosts your mental productivity.

11.02.2026 16:00 — 👍 0    🔁 0    💬 0    📌 0

Codex vs. Claude: Your Thoughts?

10.02.2026 16:01 — 👍 0    🔁 0    💬 0    📌 0

Agentic coding is cool, don't get me wrong. However, I still don't understand how it's possible to review so much code produced.

Should we even review it?

09.02.2026 15:58 — 👍 2    🔁 0    💬 2    📌 0
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Your body needs rest. Your mind does too.

08.02.2026 15:58 — 👍 0    🔁 0    💬 0    📌 0

People say to simply review the code that AI generates. But how can you do that effectively if you don't write code yourself? The less you write, the worse your review will be.

07.02.2026 16:00 — 👍 0    🔁 0    💬 0    📌 0
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Friday brings #Python!

Have you ever wanted to access dictionary items using dot notation? Now you can!

06.02.2026 16:02 — 👍 1    🔁 0    💬 0    📌 0
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Claude is a space to think | Anthropic Anthropic explains why Claude will remain ad-free—how advertising incentives conflict with building a genuinely helpful AI assistant users can trust.

www.anthropic.com/news/claude...

05.02.2026 15:58 — 👍 0    🔁 0    💬 0    📌 0

Anthropic says they will not have ads inside their models. Personally, I like that.

However, do you remember what Firefox did with promises?

05.02.2026 15:58 — 👍 0    🔁 0    💬 1    📌 0
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oh!

robots will not kill me

what a relief

04.02.2026 16:01 — 👍 0    🔁 0    💬 0    📌 0

If you use a Mac and prefer to do everything with your keyboard, try Aerospace.

03.02.2026 16:04 — 👍 0    🔁 0    💬 0    📌 0

Snow makes me feel like Christmas time is back again.

02.02.2026 15:59 — 👍 0    🔁 0    💬 0    📌 0
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I’m having fun in the mountains.

01.02.2026 15:56 — 👍 0    🔁 0    💬 0    📌 0
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What could be better than driving around mountains and relaxing there?

31.01.2026 16:03 — 👍 0    🔁 0    💬 0    📌 0
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Friday brings #Python!

How often do you use the functools module? Recently, I've started using it frequently in Data Engineering pipelines. It allows me to write more compact code.

Here is a robust example, but it could also be suitable for smaller tasks.

What do you think?

30.01.2026 16:01 — 👍 0    🔁 0    💬 0    📌 0

There is no better OS for programming. It’s a question about effectiveness, productivity, learning, etc.

The same OS could be good and shit for different people.

P.S. Windows isn’t … my choice.

29.01.2026 16:00 — 👍 0    🔁 0    💬 1    📌 0

1 hour = front-end, back-end, and a video service

I understand why people are so excited about AI-driven coding. Without AI, accomplishing the same tasks would take a lot more time.

Nevertheless, there are no tests, many bugs, and messy code. I still need to clean it up a bit.

28.01.2026 15:57 — 👍 0    🔁 0    💬 0    📌 0

If something is cool that does not mean we should use it by default.

27.01.2026 16:26 — 👍 4    🔁 0    💬 0    📌 0

What’s MiniJinja?

27.01.2026 16:26 — 👍 0    🔁 0    💬 1    📌 0

That’s cool. I see a possible way how to make ChatGPT answers better based on that.

27.01.2026 16:25 — 👍 0    🔁 0    💬 0    📌 0

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