In the previous posts, I set up LangChain4j and connected AI agents to 5 microservices via MCP. The plumbing was done. Now for the actual agents, the part that made me rethink how I approach operations in distributed systems.

I built 3 agents, each with a different trigger and a different job. None of them are chatbots. They’re background workers...