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I think it’s altscreen on that you want, you can see my base settings here https://github.com/jensbodal/shell-settings/blob/main/docs/s...
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If so, tmux in control mode [1] plus iTerm2 could be what you're looking for. You would use the -CC flag when starting tmux either locally or on a remote host.
This brings all the niceties of an iTerm shell session, but still allow you to detach from tmux and reattach at a later point whilst still using the native iTerm features. Almost indefinite scrollback, as you mentioned. Also good terminal search facilities, and features to filter text in the session to display only lines that contain a keyword. Instant Replay lets you drag a slider and replay old TUI output that may have been erased from the screen [2]. And the configurable hotkeys are very convenient for pane splitting, which I find to be more convenient than the leader-plus-command of tmux. I find the toolbelt window useful, and sometimes define snippets of long cumbersome commands where it isn't possible or maybe appropriate to define aliases on a remote host. For local tmux sessions, I like some of the features of the iTerm shell extensions, like jumping back to the points of previous commands entered, which helps navigate through large amounts of console output. Or the directory name picker based on frecency, which is useful for adding directory names when composing long commands or to jump to a directory when using Zsh (which lets you omit the 'cd' command).
[1] https://github.com/tmux/tmux/wiki/Control-Mode
[2] https://iterm2.com/features.html