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Building Property-Tested Markdown Compression for LLM Context Windows

This story is from 2026-10-07. It is preserved in the archive; the latest stories are on the live feed.

When building context layers for AI coding agents, maximizing token efficiency is critical. But if your compression pipeline corrupts a single code block delimiter, the entire agent run fails. In TokenCap, we built src/compress/compress.js with strict preservation gates verified by property-based t…

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  1. 2026-10-07 13:41 · DEV Community — AI
    Building Property-Tested Markdown Compression for LLM Context Windows

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