Most AI coding workflows treat the current session as the important part.
That makes sense while you are in the loop. You ask Claude Code to inspect a tricky bug, or you queue Codex to write a PR, and the useful context is right there in front of you.
The problem starts a week later.
You remember that one session found the exact migration edge case. You remember another one explained why the quick fix was wrong. You might even remember the project. But you do not remember the session ID, the terminal tab, or the exact prompt that got you there.
That is the point where AI coding sessions stop being conversations and start becoming project infrastructure.
