One agent, many skills: structuring a production AI assistant

The article discusses the evolution of a conversational AI agent used in an enterprise SaaS platform, highlighting the challenges of managing a monolithic AI system as it scales. Initially, the agent handled all tasks in a single system, but as features grew, the complexity and maintenance issues increased significantly. The team decided to break down the AI into specialized skills, which improved modularity and reduced the risk of breaking existing functionalities when adding new features. This shift is crucial for maintaining efficiency and ease of development as the platform continues to expand.