Stable expanded-card scrolling. Detail views no longer reload from every background card-state event; explicit actions refresh only the data they changed, preserving the reader's scroll position.
More reliable research output writes. Research workers now label output artifacts correctly and are instructed to use native file writing or verify one shell write at a time rather than chain fragile heredocs.