All these questions and more—and the answer to all of them is Raycast!

A short series of notes for myself as I learn more about the AI ecosystem as of September 2025. The driver for all this is understanding more about Apache Flink’s Flink Agents project, and Confluent’s Streaming Agents.

Having poked around MCP and got a broad idea of what it is, I want to next look at Models. What used to be as simple as "I used AI" actually boils down into several discrete areas, particularly when one starts looking at using LLMs beyond writing a rap about Apache Kafka in the style of Monty Python and using it to build agents (like the Flink Agents that prompted this exploration in the first place).

A short series of notes for myself as I learn more about the AI ecosystem as of September 2025. The driver for all this is understanding more about Apache Flink’s Flink Agents project, and Confluent’s Streaming Agents.

The first thing I want to understand better is MCP.