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Autonomy of LLM Agents: Current State and Future Prospects [ukr]

We will analyze what actually works in the field of autonomous LLM agents, the existing limitations and their causes, research directions aimed at extending the duration of fully autonomous task execution, explore potential architectures of fully autonomous systems, economic autonomy of agents, and where we currently stand on the path toward achieving it.

Oles` Petriv

(CTO & Co-founder of Reface),
Fwdays+DevRain AI
AI Transformation: Directions and Challenges [ukr]

Microsoft’s Vision. An overview of supply and demand, key trends in the development of artificial intelligence, as well as challenges in the corporate and public sectors.

Pavlo Shaternik

(Client Technology Lead at Microsoft),
Fwdays+DevRain AI
Generative AI: Perspectives from Google [ukr]

Tetiana Lukyniuk

(Country Director at Google),
Fwdays+DevRain AI
Is it worth investing in AI in 2025? [ukr]

Let's talk about the current state of AI investments, which products are attracting funding, whether it's a good time to invest now, and how to go about it.

Alexander Sharko

(Head of AI at Rozmova/Clearly and Principal at Toloka.vc),
Fwdays+DevRain AI
Beyond English: Navigating the Challenges of Building a Ukrainian-language RAG System [ukr]

We'll explore the key challenges of developing RAG-systems for the Ukrainian language. We'll discuss evaluation methods for such systems in specific domain areas, like consulting citizens on public services, and uncover practical insights and common "gotchas" that arise during implementation.

Roman Romanov

(Technical Lead, AI Centre of Excellence),
Fwdays+DevRain AI
Validation and Observability of AI Agents [ukr]

I will talk about the validation and monitoring of AI agents using the example of a mobile application that interacts with a multi-agent system via OpenAPI. I will demonstrate practical approaches to testing agent logic, methods for collecting performance metrics, and setting up an observability system. I will share my experience in tracking agent behavior in real time, detecting anomalies, and ensuring the reliability of a multi-agent architecture in production.

Oleksandr Denisyuk

(R&D manager at MODUS X),
Fwdays+DevRain AI
AI is already here. What will happen to your team (and your role) tomorrow? [ukr]

In this talk, we’ll explore why good developers won’t be replaced by AI — but their roles will definitely change. Why the classic “I just write code” mindset is no longer enough. And what the profile of a senior+ developer looks like in this new reality: multidisciplinary, with product thinking, strong soft (core) skills, and the readiness to act as a tech advisor to the business.

Artem Bykovets

(Founder at Simplesense. and Agile & Org Coach at mono),
Fwdays+DevRain AI
Wow Case Battle

Oleksii Minakov and Oleksandr Krakovytskyi will face off in a spectacular battle to showcase the most striking and unexpected use cases of generative artificial intelligence tools — live on stage. Get ready for unconventional scenarios, creative experiments, and impressive real-world AI applications that will captivate both beginners and seasoned professionals. The goal is not just to amaze, but to expand your understanding of what modern AI is truly capable of.

Oleksander Krakovetskyi

(СЕО at DevRain),

Oleksii Minakov

(Consultant & Educator in Generative AI),
Fwdays+DevRain AI
Human-AI Collaboration Models for Better Decisions, Faster Workflows, and Creative Breakthroughs [ukr]

The traditional approach of “AI is just a tool” limits AI to a supporting role, is outdated, and seems outright amusing in the context of the emerging boom of AI agents. Fully unlocking the potential of modern AI systems requires interactive, two-way collaboration and partnership. Let’s explore various models of human-AI interaction that are transforming work paradigms: the “cyborg” and “centaur” models, the “ensemble,” the “author-driver” and “resonator,” the “cybernetic colleague,” the “thinking partner,” and others. How can we avoid the “falling asleep at the wheel” effect or disengaged AI interaction? Every employee becomes the CEO of a startup composed of a mini-team of AI agents — but what is the optimal number of AI agents per employee?

Oleksii Minakov

(Consultant & Educator in Generative AI),
Fwdays+DevRain AI
Co-Authoring with a Machine: What I Learned from Writing a Book on Generative AI Using It [ukr]

I’ll talk about how the approach to writing changes when a generative AI becomes your co-author. I’ll share my personal experience of writing a book about generative AI — with its help — including ethical dilemmas, cognitive challenges, and unexpected insights. I’ll explain why the process took ten times longer but brought a hundred times more experience. I’ll also show how I worked with terminology and how, in parallel, I developed practical recommendations for using generative AI in programming, education, and other fields.

Oleksander Krakovetskyi

(СЕО at DevRain),
Fwdays+DevRain AI
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