A new SaaS paradigm: Building systems fully customizable by the user
A hotel property management system built with Cursor, with a business agent that answers questions from the docs and database, and a coding agent that changes the system on request. By Christian Braz Project page: https://towardsdatascience.com/shipai/projects/customizable-saas ShipAI is a Towards Data Science project. You can learn more about it here: https://towardsdatascience.com/shipai/about Key takeaways. 1. Through the coding agent, users change rules and design themselves; it recolored a label and added a top-spenders table. 2. A router sends questions to a business agent reading the README and database, and change requests to a coding agent. 3. The business agent adds LangChain Community database tools on top of text-to-SQL, and a Redis checkpointer for short-term memory. Chapters: 0:00 A PMS built with Cursor 1:29 Two levels of agents 2:05 Asking the business agent 3:10 LangChain database tools 4:12 The Redis checkpointer 4:51 Ranking guests from the database 5:46 Changing the UI on request 6:43 Adding a report table