I Pointed Matryoshka's MCP Server at War and Peace and a 10k-Line Log, With No LLM Key
This story is from 2026-10-07. It is preserved in the archive; the latest stories are on the live feed.
When a coding agent needs something from a file that is too big for its context window, it usually does one of two things. It reads the file in slices and hopes the answer is in one of them, or someone has already built a RAG index with chunks and embeddings. Both lose information at the seams. Mat…
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- 2026-10-07 04:54 · DEV Community — AI
I Pointed Matryoshka's MCP Server at War and Peace and a 10k-Line Log, With No LLM Key