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WaveScope is an MCP server that applies wavelet transforms to codebases, providing LLMs with multi-resolution structural context to improve code understanding and editing, addressing context rot and structural awareness.
Introduces Ripple, a VS Code extension that analyzes JS/TS projects locally to give AI coding agents context about file dependencies and impact before making edits, addressing the problem of AI agents causing unexpected breakage due to lack of blast radius awareness.
The article argues that giving AI agents access to data through MCP tools (like querying Jira) is not the same as having native structured context like code files. It emphasizes that true understanding requires more than just API access, analogous to having a library card versus having read the books.