A practical approach to using AI coding assistants that actually works for complex codebases - by understanding how context windows decay and structuring your workflow accordingly.
A deep dive into Ring Attention—how models like Gemini and Claude handle long contexts using clever memory tricks like sliding windows, compressed memory, and selective token referencing.