# Memory and learning updates

Source: https://www.hyperagent.com/docs/changelog/2026-07-memory-and-learning

> For AI agents: the documentation index is at https://www.hyperagent.com/llms.txt and the complete documentation in one file at https://www.hyperagent.com/llms-full.txt. Any docs page is also served as Markdown by appending `.md` to its URL.

Cleaner memories, a clear view of where each one came from, and bulk tools for managing what your agents know.

These updates make agent knowledge easier to inspect, clean up, and reuse.

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 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.

Select memory cards, shift-click to grab a range, then archive, merge, pin,
or link them to an agent from the selection bar.

Every memory now links back to the thread it came from, so you can inspect
the original exchange.

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.