NewRead the Claudium Whitepaper — the science behind the brain

Insights

What we've noticed.

Claudium watches your team's recent activity for cheaper next moves — files re-read instead of cached, single turns that ran long, patterns that quietly drain the token budget. Each insight is a transparent rule applied to your own data; the cards below are what we've found worth flagging.

The detector runs every six hours, scoped strictly to your workspace. Dismissed insights stay hidden until the pattern re-emerges. Nothing here is shared across orgs.

Loading insights…

Want to see the live brain while these insights accrue? Head back to your brain. Curious how the rules work? See per-org learning.