> and then receive a firehose of all public tweets from that moment on

The complete firehose was expensive and paid-only.

You could get a sampling of Tweets at a lower rate through the API. It wasn’t the complete firehose, though.

That sample was complete though as long as there wasn't too many tweets. I.e, as long as your query was specific enough, you _did_ get all tweets.