During January 2026, Alex enhanced the documentation for the MiroMindAI/MiroThinker repository, focusing on aligning the README with updated branding and terminology. Using Markdown and Git-based collaboration, Alex clarified that MiroThinker is an open-source search agent, removed outdated references such as the research paper badge, and standardized language from "model" to "agent" throughout the documentation. This work improved clarity for both contributors and users, ensuring consistent messaging and easier onboarding. The technical writing and documentation updates addressed project scope and terminology hygiene, reflecting a targeted approach to maintainability and communication rather than direct code changes or feature development during this period.