Long context is powerful, but it is not free. Every extra document creates more tokens, more noise, and more chances for a system to focus on the wrong evidence.

Select before you stuff

Retrieval, summarization, and progressive disclosure can make context more useful than simply increasing the window.

Measure the outcome

The right metric is whether the additional context improves the completed task enough to justify its cost and complexity.