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Month: December 2025

Teaching AI the Understand API with MCP

Posted on December 18, 2025

We built an MCP server that lets AI call the Understand API instead of guessing about code. This article walks through the design choices, implementation, and setup required to make that work in practice.

Engineer versus AI Script Writing Contest

Posted on December 11, 2025

Abstract: a comparison of writing a plugin script by hand versus using AI. After immense pressure, I try using Cursor to write a plugin script to list the nodes and edges in a Shared Tasks Graph. Using AI turned out to be a bit faster and was a lot less painful than I’d imagined.

Variable Impact

Posted on December 8, 2025

How do you know what a variable impacts? This article shows some existing graphs that answer part of the question and introduces two new graph plugins.

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