Sebastian Tirelli · Writing

A 13-month-old hashing default in LlamaIndex silently re-embeds byte-identical content.

AI coding agents burn tokens reconstructing codebase structure on every session: grep, read, grep again, piece together what a symbol graph already knows.

I built ChatGPT LightSession to fix a slowdown in my own long threads.