About me
I’m Mikhail Berkos. I work in R&D and live in Elbląg, Poland.
My current work involves developing solutions and prototypes based on agentic systems and workflows for software development and testing.
I’m interested in application architecture and prototyping. This blog is for technical notes on AI, development, and testing.
Background
I started with test automation and also tried my hand at software development. In 2025, I earned the CREST Practitioner Security Analyst (CPSA) certification. Since January 2026, I’ve worked in R&D, developing solutions and prototypes based on agentic systems and workflows for software development and testing.
AI development & testing
Using AI to write code, generate tests, and review changes.
Architecture & prototypes
Application design, component boundaries, and prototypes.
Workflows
Tools and agents for planning, implementation, review, and testing.