Studying in the U.S. broadened my worldview and sparked a love for diversity and exploration. I’ve since lived in Michigan, Warsaw, and London—and traveled to 60+ countries.
Full-Stack Testing
My experience includes frontend testing of user interfaces and backend testing of services, data handling, and application logic.​​​​
It’s more of a personal collection—random things I come across, resources worth remembering, and thoughts I might want to come back to later. Just a place to keep track of it all.
Understanding and Enabling the GitHub Copilot Coding Agent Overview The GitHub Copilot Coding Agent is: An autonomous AI developer that works inside GitHub Unlike IDE assistants, it: Works in the background Creates pull requests Handles full development tasks What is the Coding Agent? Definition Table Aspect Description Type Autonomous development assistant Location Runs inside GitHub Behavior Works like a teammate Output Creates PRs with changes What It Does Instead of just
What is GitHub Copilot Agent Mode? Overview Agent Mode is an advanced feature of GitHub Copilot that acts like an: Autonomous AI pair programmer Unlike normal autocomplete, it: Understands your entire codebase Executes multi-step tasks Iterates and improves its own output Core Concept Feature Traditional Copilot Agent Mode Scope Single file Entire project Behavior Suggests code Executes tasks Workflow Static Iterative Intelligence Contextual Autonomous + contextual What Agen
Unit Testing Tools and Environment Overview GitHub Copilot helps developers generate, improve, and maintain unit tests . It can: Generate tests Suggest assertions Identify edge cases Fix failing tests Maintain consistent testing patterns However: Manual review and testing are still required. How GitHub Copilot Helps With Unit Testing Capability Description Setup testing frameworks Suggests frameworks and extensions Generate test code Creates unit, integration, and end-to-end