Marcin Samsonowski
Enterprise Architect | International Speaker & Trainer | Academic Teacher | Mentor | Community Organizer | Engineer
Warsaw, Poland
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Architect and engineer with a passion for continuous learning and knowledge sharing. Focused on people, processes, and finding the right balance between quality and effectiveness. A firm believer in the transformative power of automation and AI.
Having worked across various industries, company sizes, and roles - from startups to large enterprises - he thrives on connecting a strategic perspective with practical execution. His main interests lie in Enterprise and Solution Architecture, where he applies a holistic view to make technology serve business goals effectively.
Outside of work, he’s passionate about music - singing, playing, and dancing - as well as sports ranging from martial arts to snowboarding.
Area of Expertise
Topics
Decision Driven Architecture
Software architecture succeeds or fails not because of technology, but because of the decisions behind it. Yet those decisions are often made under bias, pressure, or poor visibility — leading to rigid systems, technical debt, and frustrated teams. Decision Driven Architecture tackles the root cause: how architects think, decide, and record their reasoning.
This session addresses questions teams rarely ask out loud:
- How do we recognize flawed thinking before it shapes our code?
- Who should make which architectural decisions — and why?
- What models and tools actually help teams reason better, rather than faster?
You’ll learn a practical approach for making architectural decision-making transparent, structured, and improvable — from simple documentation patterns (ADRs) to emerging AI/LLM-based assistants. Join to discover how improving how you decide can improve what you build.
Software Design as Code - from Concepts to AI-driven Automation
Designing software no longer needs to be a manual, disconnected, and documentation-heavy. This session shows how to treat design as code - versioned, automated, and integrated into your development lifecycle.
We’ll move from simple markdown-based sketches to structured notations like UML, BPMN, and C4, all generated and maintained as code with tools such as Mermaid, PlantUML, Structurizr, etc. Learn how architecture decisions or diagrams can be tracked, validated, and evolved automatically.
Finally, we’ll explore how AI takes this even further - generating diagrams, ADRs, and documentation, and keeping designs in sync with your codebase. Real-world examples will illustrate how AI-assisted tools and LLM-based solutions (like ChatPRD) can support smarter documentation and architecture evolution.
Whether you’re a developer, architect, or DevOps engineer, you’ll leave this session with practical insights into:
- Choosing the right level of design automation for your context
- Integrating diagrams, ADRs, and docs directly into your codebase and CI/CD
- Leveraging AI to close the loop between design, implementation, and documentation
Join us to discover how to make your software design process as agile, automated, and intelligent as the code you write.
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Marcin Samsonowski
Enterprise Architect | International Speaker & Trainer | Academic Teacher | Mentor | Community Organizer | Engineer
Warsaw, Poland
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