Token-Native Storage: Read and Write in Your Agent's Language

This site does not allow itself to be embedded. You can still read it on the original site — the toolbar below keeps your place in the directory.

Agents read and write in tokens (BPE). But our DB engines are still designed for humans (UTF-8). Persist payloads as BPE token IDs with a static entropy coder and you get ~3.3× lossless compression, zero-cost persistence of LLM output, and a representation agents already speak.

Read on kshivendu.dev ↗