Up until now, sesh has used a single global calendar for your whole server. You can now turn on the "Use Separate Channel Calendars" setting to change this. This is handy if you have multiple groups on your server or want to restrict who can see certain events. See the !settings web page for details.
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Original post:
The ability to create a second calendar on the same Discord server