A half-day event for engineering leaders to sync on how AI is reshaping software systems. We’ll examine what shifts at the architecture level, how AI forces teams to formalize reasoning, and how agents become an operational layer of development. Plus, peer discussion on systemic risks, governance, and adoption. Senior-level conversation, off the record.
Two teams can deploy the exact same model and walk away with completely different results. The model is innocent. The architecture is not.
Agentic AI has very little patience for tacit knowledge, implicit assumptions, or “it has historical reasons.” It forces us to externalize our thinking, formalize our decisions, and make their reasoning explicit. In other words, it demands grown-up engineering.
At scale, modern product development needs AI-native architectural practices: evolvable contexts, collaborative (AI and human agents) design, and reliable governance.
And here’s the part I’ve personally waited years for: AI finally makes it feasible to replicate the engineering reasoning of top architects -consistently, traceably, and at a cost that doesn’t require cloning them. In this session, I’ll share practical fragments of what I believe is the next evolutionary step for our discipline: a real AI-native Architecture Capability.
Ivan Padabed
Platform Architect
In groups of 6–8, participants will talk about the practical tensions of integrating AI into their engineering systems:
- irreversible architectural decisions
- hidden long-term risks
- team skepticism & adoption strategies
- standardization vs experimentation
The format is designed to speak openly, compare approaches, and challenge assumptions with peers operating at a similar level of responsibility.
Meetup participants
Small groups discussion
I'll explore how modern AI agents have evolved into systems architecturally equivalent to operating systems. Drawing from a real-world agent I built and operate daily, I'll map the structural parallels and show what's genuinely new: self-evolution, identity persistence, and built-in ethical boundaries. The talk offers a practical framework for developers building and reasoning about the next generation of agentic systems.
Roman Voronin
AI Operations Architect
After the formal sessions, we continue the conversation over food and drinks. A chance to talk in person and get more clarity on how to design AI-native systems, at least to know how your peers are doing it.
Sign up below, and we’ll email you the confirmation along with all the join links so you don’t miss a thing
Brain Embassy Czackiego
9 April 2025, 15:00 - 20:00
If any spot becomes available, we’ll contact you asap! Otherwise, join us online.
Brain Embassy Czackiego
9 April 2025, 15:00 - 20:00
Thanks for registering! We’ll send you a confirmation email soon with all the event details and helpful links.
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