You are not running out of tokens. You are wasting them. Here is the difference.

TL;DR

An analysis of 19 AI memory systems shows that larger context windows often lead to performance degradation. This guide explores six mechanisms, including two-step retrieval and tiered storage, to manage token budgets effectively.