005: Why Neural Code Retrieval is Overrated

In recent years, we've seen an explosion of AI-powered coding assistants like GitHub Copilot and Cursor (followed by what seems like a new VSCode fork every other week). These tools rely heavily on neural code retrieval to provide context to large language models. While these tools have shown impressive capabilities, their fundamental approach to context gathering through embedding-based retrieval…