# product cycle Paul Gramham - 在做产品的时候，县不要急于做pre-mature design，应该做出一个quick version，然后让customizer来 define优化的地方和处理的方式 What's a full produce cycle? \- develop prototype (a well defined question to be solved; a wide range of data to run stress test and evaluate the model; model; materials to submit to FDA etc) \- internal evaluation (with project manager, functionally work, stress test) \- infrastructure building (what platform do we want to host the server, Sass? VM? etc) \- contracting \- baa \- site evaluation a \- go live --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on the current page URL with the `ask` query parameter: ``` GET https://lwang010.gitbook.io/longw/mlops/chap-7.-prototype-development/untitled-1/convert-a-ill-defined-problem-to-a-well-defined-setup/product-cycle.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.