Ingestion reliability — fixed overlapping memory writes and database connection exhaustion during concurrent session capture and conversation imports, which could briefly make MemHub unavailable. Processing now queues safely, retries interrupted work, and limits background database use to leave capacity for everyday requests.
Artifact browsing — agents can browse beyond the brain Index's first few items and page through an artifact group without guessing a search query. Results stay compact and match the Index's grouping.
Routine outputs — when a routine's agent has already saved its deliverable, the routine reuses it instead of saving a second copy.
Rule suggestions — session-based rule suggestions leave the writing to the coding agent that worked on the session, removing an extra model call whose draft was unused.
Rulebook privacy — checks for personal email addresses and home-directory paths now cover nested trigger conditions and scope fields in session-generated rule suggestions, preventing those details from being copied into shared rules.