They came from the problems above. Each one is enforced in the product, not left to good habits.
Limits live in the database
Every LinkedIn account's daily limit is worked out from the platform ceiling, its warm-up level and your own cap, then scaled by its health. The database enforces it for everyone: admins, the API and Claude. There's no switch to turn it off.
When someone replies on any channel, to any account, they leave every live sequence and every queued message is cancelled. Nobody gets a follow-up after they've answered.
AI can research a lead and draft a line or a reply. A person approves it before it goes anywhere. If AI is unavailable, the step sends your fallback text instead of failing.
Blocking a lead, unsubscribing them or pausing an account keeps the lead, the timeline and the conversation. You can always read the history and reply by hand.
One set of numbers
The dashboard, reports and client pages share one definition of every metric, so the number you send a client is the number you see.