# Introduction Engineering insights on reproducibility, scientific computing, and building [GoFigr](https://gofigr.io). ## Recent Posts * [Building a Pythonic REST Client Without Pydantic, dataclasses, or Code Generation](/posts/building-a-pythonic-rest-client.md) -- How GoFigr's Python client uses \~435 lines of framework code -- dynamic class binding, a custom Field system, Python descriptors, and linked entity collections -- to create an ORM-like REST client, and why we chose this over Pydantic, dataclasses, or code generation. * [Capturing Plots in R and Python: A Tale of Two Architectures](/posts/capturing-plots-in-r-and-python.md) -- Why auto-publishing figures works seamlessly in Python but requires a different approach in R, and what the display architectures of each language have to do with it. --- # 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://blog.gofigr.io/readme.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.