Token density

Build-along · ~10 min at your own keyboard

A rambling voice transcript and a tight bullet list can carry identical information at wildly different token cost — and bloated context doesn't just cost money, it makes answers worse. Needle-in-haystack: burying facts in noise degrades recall.

Do this

0/4

Share what happened

Paste the before/after sizes and the dense version.