PostHog AI has evolved significantly over its first year, transforming from a basic tool to a comprehensive AI agent capable of complex data analysis and task execution. Key learnings highlight the importance of model improvements, context, and user trust in AI interactions. The platform is now utilized by thousands weekly, offering insights into product usage and error management.