Over the last year, we have seen a rise in various patterns and usages that combine popular frameworks, such as Spring AI and LLM interactions. In January this year, Christian from the Spring AI team published Building Effective Agents with Spring AI, covering common agentic patterns described in the Anthropic paper titled Building Effective Agents. I strongly recommend both of these blog posts to gain a good understanding of how these concepts are shaping up and the tools needed to implement the patterns suggested in these two articles.