
AI for Allyship and Inclusion: Supporting CNCF Communities with Context-Aware AI
This lightning talk was presented at KCD Edinburgh 2026. Companion repo: https://github.com/immavalls/ai-for-allyship Using GenAI to draft community emails or presentation assets should save organizers time. However, default models often create a manual review loop where we can’t miss those nuances. Standard LLMs frequently fall back on biases: generating meetup images





