The author recounts their experience of developing Lisp-related AI apps, specifically a syntax highlighter and a prompt refiner, which they had to shut down due to a significant security vulnerability that allowed unauthorized usage of their API, leading to unexpected costs. They reflect on the lessons learned and the need for better security measures in future applications.