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Essays, tutorials, and dispatches on AI, engineering, and building things worth building.
A local graph knows the code you’re changing. A shared graph knows the systems around it. Building NestWeaver server mode meant learning how to trust both.
We benchmarked NestWeaver against Graphify and GitNexus across 4 open-source repos from Tailwind CSS to Elasticsearch. NestWeaver queries 17-34x faster, extracts 2x more symbols, and returns 30 connected nodes per query while competitors return flat lists with noise.
Ballistics has always lived in an interesting space between theory and reality. Here's what it looks like when it becomes real-time, integrated, and actionable.
Every AI product I've touched in the last two years has been optimized for the same thing: answer the user, faster. Then I worked on a voice journaling app and almost every instinct I'd built up turned out to be wrong.