Every session is a story
You open a session. The agent tries something bold; you ask it to roll back. It suggests restarting a service; you remind it not to kill system processes in prod. By Wednesday, you've typed the same guardrails three times.
Those corrections are hard‑won lessons—and they vanish when the chat ends.
Memaris makes them stick.
It reads your session history (messages, visible steps, outcomes), spots what you reject, what you accept, and the safer path you prefer. Then it drafts clear, specific instructions so the next session starts aligned.
Result: fewer detours, more momentum—the same you, just remembered.