Apriorit

06/02/2026

In‑vehicle 🚗 infotainment (IVI) is no longer “nice to have”. It defines how users perceive the car and the brand behind it.

As expectations for connectivity, personalisation, and AI‑driven experiences grow, IVI quality becomes a direct business driver, not just a technical challenge.

Explore our short guide and discover:

🔹 why IVI is now critical 🎯 for customer loyalty and revenue

🔹 what business risks poor IVI creates

🔹 key development steps for building and customising 🛠 modern IVI systems

Explore how successful IVI development is structured from strategy to implementation. Check the detailed article to learn more about key components of an IVI system and regulatory requirements for in-car infotainment ⬇️

06/01/2026

C and C++ remain the backbone of automotive software, but their vulnerability to memory errors is a major risk 🚨 for software‑defined vehicles.

The shift is already underway. According to the 2025 State of Rust survey, Rust adoption in automotive is moving beyond niche experimentation and gaining real traction ️📊

Why the hype? Rust offers:

🔹 Memory safety without performance trade‑offs

🔹 Seamless interoperability with existing C/C++ codebases

🔹 Strong support for ISO 26262 and ISO/SAE 21434 compliance efforts

Despite ecosystem and tooling challenges, companies like Volvo, Porsche and Renault 🚗 are already using Rust for ADAS, ECUs, and AUTOSAR integrations.

Dive into our blog article to see whether it’s time for your team to make 🔧 the switch. Check the comments to find the link 👇

05/29/2026

Most businesses treat cybersecurity as a set of tools bolted onto a finished product 💻



The teams that stay ahead of attackers treat it as an integral part of software development.

Python 🐍 makes that shift easier. It’s the language behind the majority of professional-grade security tooling — and for good reason. In this guide, Apriorit’s cybersecurity engineers break down:

🔹 What makes Python technically well-suited for security-critical 🛡️ work

🔹 How Python is used across pe*******on testing, malware analysis, reverse engineering, anomaly detection, and incident response

🔹 Which libraries you need for each discipline and how to integrate them into your stack

If you’re a CTO or product owner looking to build a more robust and scalable security program, this guide is for you. Check the comments to find the article link 👇

05/28/2026

We invite product, cybersecurity, and engineering leaders to join Apriorit’s upcoming webinar AI in Driver Development: Use Cases, Risks, and Engineering Lessons.
AI is quickly becoming part of software engineering workflows, even in low-level development. But driver development doesn't forgive mistakes, and AI isn't immune to making them. It can shine when working with system stability, kernel constraints, synchronization, memory safety, and security — or introduce critical risks, if left unsupervised.

In this webinar, Apriorit experts — Victor Mylokum, Serhii Malyi, and Michael Teslia — will share our practical experience using AI in low-level and driver development projects. We'll discuss our AI experiments, the workflows we developed, and the moments where AI made the biggest difference. We’ll also explain what AI can do “out of the box,” which tasks still require manual approach, and how to avoid common mistakes when using AI-generated code in kernel-level development.

Why attend?

🔸 Learn how AI can support complex driver development tasks without compromising stability and security
🔸 Explore practical AI use cases: code generation, crash dump analysis, testing, IRQL checks, and Rust wrappers
🔸 Understand AI limitations, common pitfalls, and the role of expert review in low-level engineering

Webinar agenda

🔸 Apriorit’s AI transformation journey and focus on low-level development
🔸 How we built AI-assisted engineering workflows: first experiments, prompting methodology, and lessons learned
🔸 AI in driver development: parsing register tables and generating data structures
🔸 Kernel-level safety checks: IRQL control, synchronization, and manual validation
🔸 Rust code generation for drivers and safe wrapper development
🔸 AI-assisted crash dump analysis: root cause investigation and sensitive data risks
🔸 Test coverage for C and Rust drivers: workflow and complexity comparison
🔸 Business takeaways: common AI pitfalls, developer mistakes AI can catch, and comparison of Human vs. Human + AI vs. Full AI efficiency
🔸 The dark side of AI: data leaks, malicious package risks, and kernel panics

Our speakers:

🔸 Victor Mylokum, Engineering Director at Apriorit
🔸 Serhii Malyi, Software Architect at Apriorit
🔸 Michael Teslia, Program Manager at Apriorit

05/28/2026

Last call! Our webinar “AI in Driver Development: Use Cases, Risks, and Engineering Lessons” starts soon 🕓

If you’re working with device drivers, kernel extensions, or other low‑level solutions, this is your chance to learn how AI 🤖 can help and where it can seriously hurt real engineering projects.

📅 May 28, 2026
🕕 6:00 PM CET | 9:00 AM PDT

Join the live discussion and learn from Apriorit experts who work with low‑level software every day 👨‍💻 https://www.linkedin.com/event/manage/7458104994152681472/

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05/28/2026

Infosecurity Europe 2026 is just around the corner, and Apriorit’s team will be on site in ExсeL London 📍 next week.

If you are looking for a development partner with deep security 🔐 expertise, this is a great opportunity to meet and discuss real‑world challenges, architecture decisions, and secure development practices with our experts.

Meet Apriorit team:

🔸 Klaudia Zaika, Apriorit CEO

🔸 Lidiia Mandrovna, VP of Innovation and Technology

🔸 Maryna Prudka, VP of Engineering

🔸 Natalia Yurko, VP of Strategy and Partnerships

Book a meeting 📅 with Apriorit’s cybersecurity specialists on 2-4 June: https://cutt.ly/vtBHPUMy

Let’s connect and talk about building secure software that stands up to real threats.

05/27/2026

AI is no longer just helping engineers write code. In 2026, it autonomously discovers zero‑day vulnerabilities 🚨 in kernels faster than engineering teams can patch them.

According to research from the UK AI Security Institute and public reports released alongside Claude Mythos, modern AI agents have demonstrated the ability to:

🔸 independently analyze Linux and FreeBSD kernel code

🔸 identify critical vulnerabilities without human assistance

🔸 validate new CVEs using structured, repeatable methodologies

However, the same AI that can improve driver stability and security can also become a source of new risks if used without proper control.

This is exactly what we will discuss in the webinar “AI in Driver Development: Use Cases, Risks, and Engineering Lessons.”

Using real low‑level and driver development ⚙️ projects from Apriorit, we’ll show:

🔹 where AI truly adds value in kernel‑level environments

🔹 why expert review is still non‑negotiable

🔹 which mistakes AI makes most often and how not to miss them

📅 May 28, 2026
🕕 6:00 PM CET | 9:00 AM PDT

If you work with drivers, kernels, or system-level software, this webinar will help you distinguish controlled innovation from unmanaged risk. Register now to join the live session and ask our experts directly during the webinar 👉 https://www.linkedin.com/event/manage/7458104994152681472/

05/26/2026

Security teams lose the most time between detecting 🔍 an incident and deciding on a response — and that gap is where real damage ⚠️ happens.

Agentic AI 🤖 helps minimize this damage and improves incident response. It enables autonomous investigation, controlled containment, and faster time ️⏱️ to mitigation, keeping humans in the loop only for the most critical decisions.

In this article, we break down:

🔹 Where agentic AI actually fits into the incident response lifecycle

🔹 What it can and can’t automate safely

🔹 Risks that teams must address before deployment

🔹 How to design agentic incident response systems without increasing the attack surface

Read 📖 the full article and share your thoughts in the comments. Check the comments to find the link ⬇️

05/25/2026

We are excited to join 🤝 fellow tech professionals at Dublin Tech Summit, one of Europe’s leading events bringing together the global tech community. The summit will take place on May 27–28 at the RDS in Dublin.

For 24 years, Apriorit has been solving complex engineering challenges, bringing niche technical 🛠 expertise and a security-first approach to every stage of development.

Meet our expert on-site: Olha Kolomoiets, VP of AI Engineering and Integration at Apriorit. If you are exploring new product ideas, scaling existing solutions, or strengthening 🔐 cybersecurity, this is a great moment to connect.

Still time to schedule a meeting. Send a DM 📲 to connect with Olha in Dublin.

05/22/2026

Planning to integrate Generative AI into your education 🎓 product?
Real-time tutors, adaptive quizzes, and automated content unlock new opportunities, but they also introduce risks, from compliance issues to model bias and drift.

This short guide outlines:

🔸 Where GenAI 🤖 delivers the highest ROI in education

🔸 What challenges teams face during implementation

🔸 How to start with a PoC and scale safely

For a deeper dive with practical tips and recommendations from Apriorit’s experts, read the full article 🔍 Check the link in the comments 👇