Building a Local-First Agent Platform with Strands, Ollama, and an MCP Gateway

Most agent demos start with one model, one prompt, and a handful of functions in the same process. That is a useful place to start, but it becomes difficult to evolve once the application needs multiple domains, multiple agent behaviors, and tools that should be owned independently. I wanted to build something closer to a small platform than a...