Worked on the hmcts/darts-automation-playwright repository to deliver comprehensive AI usage guidelines aimed at accelerating reliable AI-assisted test creation. Focused on developing clear documentation that consolidates best practices for automation testing using TypeScript, Playwright, and Cucumber, the work centered on improving onboarding and consistency for developers integrating AI into test automation. By authoring the AI_AGENTS.md file, the developer established explicit patterns and highlighted common pitfalls, providing a foundation for future enhancements in AI-driven testing. No major bug fixes were addressed during this period, as efforts were dedicated to documentation and guidance to support maintainability and reliability in automated test development.