I’ve been using Empirical as my memory layer across AI tools.

ChatGPT memory helps. Local MD files help. 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