Memory and learning updates
Cleaner memories, a clear view of where each one came from, and bulk tools for managing what your agents know.
8 July 2026
These updates make agent knowledge easier to inspect, clean up, and reuse.
Dedupe memories
Hyperagent now spots near-identical memories and groups them for review, with a similarity score for each group.
Each group shows the best version alongside its duplicates. Resolve them one group at a time: keep the best one, merge them into a single clean memory, or skip the group.
Resolve all duplicates
Resolve all keeps the best version in each group and archives the rest in one pass. Anything that isn't clearly safe to merge stays for manual review.
Bulk memory actions
Select memory cards, shift-click to grab a range, then archive, merge, pin, or link them to an agent from the selection bar.
Memory sources
Every memory now links back to the thread it came from, so you can inspect the original exchange.
Fewer duplicate suggestions
Suggested learnings no longer pile up duplicates. Each new suggestion is checked against pending ones before it appears, so the strip stays short and useful.