What should the first workflow prove?
Choose a specific task and a representative content sample. Define how you will judge the result, which users may access the source material and where generated output may be stored. Record failure cases alongside successful examples.
What does MCP change?
MCP provides an interface between AI applications and external capabilities. The Nuxeo MCP article separates resources, prompts, tools and transport choices, with links to the inspected source revision. Review authorization at each boundary before exposing operations.
How does a prototype become an operating service?
Verify permissions, dependency behavior and failure handling on the intended deployment. Keep application-level job status separate from transport behavior, and measure operating cost as well as usefulness.
