I've been using Empirical as my memory layer across AI tools(empirical.gauzza.com)
empirical.gauzza.com
I've been using Empirical as my memory layer across AI tools
https://empirical.gauzza.com/blog/codex-session-tone-voice-how-i-used-codex-empirical-to-lock-in-my-writing-voice/
But neither travels cleanly across everything I use, and packing too much into MD files eats context and tokens.
With Empirical, I keep my AGENTS.md lean and let Codex pull context dynamically when it actually needs it.
I can open ChatGPT on my phone, connected to Empirical, and it pulls the same memory context and writing tone I use in Codex or any other connected AI tool. That means: * less repeated setup * cleaner, cheaper prompts * more consistent output across sessions
This is just the tip of the iceberg.