Live Memory Surface
See memory move, connect, and decay in one place.
Engram’s dashboard is now built around two loops: inspect what retrieval is doing right now, and resume what the last session left behind without reconstructing the state manually.
Retrieval
Explain the search path
Intent, expansion terms, cache hits, and candidate counts are exposed directly instead of being buried in backend-only debug output.
Continuity
Resume from actual handoffs
Session handoffs, checkpoint notes, touched entities, and next-query suggestions can be browsed from the same interface.