write any project with a lot of math and memory shuffling and the structure will generally start eating lots of tokens. write any project that has a lot of int

write any project with a lot of math and memory shuffling and the structure will generally start eating lots of tokens. write any project that has a lot of interactive 'dialogues', or exacting and detailed comments, eats a lot of tokens. My record for tapping out the Claude Max API quickly was sprint-coding a poker solver and accompanying web front end w/ Opus. The backend had a lot of gpgpu stuff going on , and the front end was extremely verbose w/ a wordy ui/ux.