Semantic Chunking Study

We analyze how Claude CLI processes large codebases to understand its semantic chunking mechanisms and how it efficiently handles code that exceeds context window limits.

Hybrid Architecture Analysis

Our research explores how Claude CLI balances local processing with remote API calls, studying the tools it provides and how they optimize token usage and performance.

Experimental Implementation

Based on our findings, we're building experimental implementations to test our understanding and exploring how these patterns can be extended to other LLM providers through LiteLLM.