AI-assisted software engineering
I work on business systems, integrations and internal tools. The job includes understanding existing software, defining the change and checking what the new code does.
Requirements and existing code
I work from API documentation, sample data and the relevant parts of an existing project. With AI, I examine how the system behaves and turn the task into requirements and checks. That gives me something concrete to compare with each implementation.
Connecting a business system to an external API
In January 2025, I used Claude to build an integration with Wildberries, an e-commerce platform. I supplied the API documentation and data structures, reviewed the generated code and corrected method calls. It became one of my first working examples of using AI for everyday development in an existing business system.
Business context and verification
My current work includes marketplace data, analytics and internal tools. I've also worked on ERP localisation and order costing, so I pay attention to how an integration fits the surrounding process. Reviews cover expected behaviour, incomplete or incorrect inputs and failures. The next change follows from what those checks reveal.
Planning, implementation and independent review
I also experiment with dividing work between agents. In September 2026, I compared several configurations on the same tasks, examining the resulting plans, implementations and checks as well as the effort spent coordinating them. I use these experiments to decide where another agent is useful and where a simpler process works better.