Hello, World

Pinned
Jun 1, 2026

Hi everyone, I’m happy to share that I’ve launched my own blog, where I’ll be posting articles and thoughts on AI, tech, and software development.

Up until now I’ve been publishing on different platforms, but it’s time to do something bigger: one place that brings together all my content.

If you’re reading this, I’m hugely grateful for your attention. I don’t use AI to generate my content (only for grammar fixes), and I put careful work into every post. I’ll do my best to share new things as often as I can. Stay tuned!

Read more →

Feed

Thought AI

Mass layoffs caused by AI

Jun 4, 2026

Talk about AI causing layoffs started back in 2024.

At that time, many companies were under pressure because of the global economy. Budgets were tight, investors demanded better efficiency, and companies wanted to look “AI-driven” and modern. In this situation, layoffs were often explained as “AI optimization.”

But did AI really automate all of this work? It’s hard to say for sure. However, we can look at how AI is actually being adopted in companies.

According to McKinsey’s The State of AI in 2025, only about 30-40% of companies managed to scale AI beyond small experiments and pilot projects.

From my own experience talking to AI enablement specialists, attending conferences, and doing research, the real level of AI adoption inside companies is often even lower than what companies publicly claim.

Having a ChatGPT subscription or an AI assistant that helps with emails does not mean AI is fully integrated into company workflows. The field is moving very fast, and standards keep changing. What was “best practice” a few months ago can already be outdated. As a result, adoption is uneven: some teams use AI agents heavily, while others don’t even know what MCP or agent workflows are.

A few months ago, I wrote an article called “Will AI Replace Software Developers?”, where I explained why AI will not simply replace developers. And I still believe that AI itself will not take your job.

However, there is an important point I didn’t fully cover there. Your job might not be replaced by AI, but it can be reduced by management decisions.

Does AI make developers faster? Yes, it does. But some managers take a very simple view: if each developer produces more code, we can reduce the team size. The problem is that writing code is only a small part of software development. With AI, we do write more code. But we also spend more time on planning, testing, code review, validation, and system design discussions. Productivity increases, but it doesn’t mean we need fewer people in a linear way.

Even if leadership understands this and avoids the AI hype, there is another issue: the cost of using AI.

Most companies already operate under tight budgets. Now they also need to pay for AI models, infrastructure, integrations, and trainings.

Many people forget that today’s AI pricing is still partly supported by competition and heavy investment from providers. Even now, the monthly cost for advanced AI tools can become significant for large companies. This means companies are not only paying for growth, but also for maintaining their AI strategy.

That’s why we still see layoffs in tech. Often, it’s not because AI fully replaced people, but because companies need to reallocate budgets to expensive AI infrastructure and projects.

So when we hear about mass layoffs, it’s important to understand: AI is rarely the only reason.

More often, it’s a combination of:

  • global economic pressure
  • investor expectations
  • budget constraints
  • AI hype and unrealistic expectations
  • rising infrastructure and model costs

All of these together are shaping today’s job market.

I don’t believe AI will replace most professionals. But I do believe AI is already adding pressure to an already difficult market.

The good news is that these cycles don’t last forever. The tech industry has gone through crises and corrections before. Over time, things stabilize, companies adapt, and the job market finds a new balance.

No one is safe from layoffs.

But your skills, reputation, network, and ability to adapt greatly increase your chances of quickly finding a new and even better opportunity. So keep learning, keep building your skills, stay active on LinkedIn, and stay aware of how the industry is changing.

In the long run, that is still the best protection against change.

Read more →
Thought AI

First impressions from GenAI Zurich 2026

Apr 1, 2026

Hi there, I just arrived in the beautiful city of Zurich from Vienna.

Today was the opening day, and it was packed with insightful talks, great energy, and lots of networking with AI professionals from all over the world. There were many interesting discussions around agent-based development, MCP, OpenClaw, and the security challenges we’ll be facing in the near future.

Two talks really stood out to me:

  • “Shadow AI: The Trojan Horse of AI Security” by Timo Bozsolik from SandboxAQ
  • “In Search of Winning AI Use Cases” by Slavik Dimitrovich from Amazon Web Services

The main takeaway that came up again and again was “we still need people”, and it’s absolutely true. Without human-in-the-loop, senior guidelines, and code review, it’s hard to imagine building any serious enterprise solution.

At the same time, many companies, including large IT enterprises, still struggle with AI adoption: the field moves too fast, part of the workforce can’t keep up, and documentation and best practices are largely missing. That’s why the AI Enablement role is so important right now.

There were also several interesting talks on Agentic AI vulnerabilities, one of which I mentioned above. This topic deserves a separate discussion on its own. Practices like meta-prompts can’t guarantee 100% protection, so above all, rely on sandboxing and strict permission limits for your LLM.

The day flew by. I had the chance to meet inspiring people, exchange ideas, and learn a lot. Looking forward to another busy and insightful day tomorrow!

Big thanks to the GenAI Zürich team for organizing such a great event and helping make Europe a global AI hub.

GenAI Zurich 2026 opening stage Keynote slide on AI risk perimeter Conference sponsors and partners board
Read more →
Thought Announce

A new Generative AI conference is coming soon to Zurich, Switzerland.

Mar 17, 2026

Hi there,

At the GenAI conference, there will be many interesting talks about how to implement AI in your business, the current capabilities of LLMs, and AI agent security, one of the most trending topics right now.

I will share all the key insights from the conference, so you won’t miss anything. But if you have the chance, I highly recommend attending in person.

You’ll have a great opportunity to expand your network, connect with professionals from different industries, and meet our team in person.

Tickets are still available.

Date: April 1–2.

GenAI Zürich 2026 hero image
Read more →
Thought Announce

MultiDrive just launched on ProductHunt! 🎉

Dec 8, 2025

As part of the core team, I contributed significantly to its development, and we’ve already reached the #1 spot today, demonstrating solid early adoption. I’d appreciate it if you could take a minute to check it out, and if you have a ProductHunt account, your upvote would be greatly appreciated!

MultiDrive provides fast, straightforward disk cloning and backup capabilities, entirely free and without ads. The product was officially released in spring 2025.

MultiDrive ProductHunt launch screenshot

Read more →
Thought Cybersecurity

Digital Investigation Conference 2025

Oct 9, 2025

I had the pleasure of attending the Digital Investigation Conference 2025 (DIC) in Vienna, a fantastic event bringing together experts in digital forensics, cybersecurity, and incident response.

The conference opened with an insightful keynote by Nicolas G. from the Berlin Police, who shared fascinating perspectives on the police’s OSINT work. There were also engaging discussions about the intersection of AI and digital forensics, highlighting both opportunities and challenges.

One of the highlights for me was the presentation on automated acquisition from 26 drives, RAID reassembly, and data recovery using the new and powerful TaskForce 2 by Atola Technology.

Huge thanks to Arina and the organizing team for creating such a well-structured and inspiring event!

Digital Investigation Conference 2025 in Vienna

Read more →
PublicationStory

The Story Behind MultiDrive

Jun 12, 2025 · 11 min read

How we built MultiDrive at Atola Technology - a free, high-speed disk management toolkit for Windows. The tech stack, architecture, and lessons learned on the path to 1,000 users.

Read more →
PublicationAICareer

How to Become an AI Developer in 2025

Jan 19, 2025 · 7 min read

The tech industry evolves quickly, and staying relevant as a developer can be challenging. Whether you're a seasoned software developer or just starting your journey, there are some timeless and essential strategies to help you stand out.

Read more →