Developed and delivered the Contributor AI Tools Usage Guidelines for the renovate-bot/apache-_-polaris repository, focusing on establishing clear governance for AI-assisted development. The work centered on creating comprehensive documentation in Markdown that outlines responsible practices, transparency requirements, and boundaries for AI-generated code contributions. By formalizing these guidelines, the project now supports safer collaboration and reduces risk in future pull requests. The approach emphasized open source contribution best practices and addressed the need for structured onboarding of new contributors. This effort laid the groundwork for consistent AI integration, ensuring that all participants understand expectations and responsibilities when leveraging AI tools in development.