[ClaireGz]

A lot of agent failures I’ve seen come from small details getting dropped when context is summarized or compressed.

How do you make sure the densification step doesn’t remove something that ends up being important for the task?

[semihcihan]

You’re right that it’s important to keep facts, numbers, constants, and the like and that’s exactly how the agent is prompted. It’s not really summarization, it’s removing noise (UI chrome, menus, repeated labels, etc.) while keeping all the numbers and facts. I’ve been using the tool myself for a while and it’s held up well. If we find that keeping everything as-is works better, we can always turn off densification and keep the raw capture.