UserPrompt Part

Part 2: Memory Press enter or click to view image in full size In this article, we will add structure to our initial setup and focus on the memory, or state management, level of the app. By the end of this read, our AI Agent will be able to keep track of conversations with the user. We will define the scope of its work, set personality traits, and provide it with the tools to retrieve and save data to a database. We will also create a second agent to help organize these memories.

AI agents are super powerful and impressive. You might have heard for example of Lovable, the agent that builds website for you with a single prompt. Of course it takes months and years of work to make it as good as they did, but the fundamentals are actually super easy to replicate: take a good LLM coding model, like Claude or Gemini 2.5, give it tools to read and write files, and ask it to carry over a task. The devil of course is on the details.