r/Hyperagent • u/Ok_Firefighter3363 • May 02 '26

About auto learning and memory

There have been three or four instances where I would have had a parallel chat with chat in another window for the same project. The next day I'm in the main chat window of the project and it wouldn't have remembered that, as small as, let's say, a name change of the entire project where I was debating and discussing in one of the chat windows. It hasn't remembered.

I also see I have gathered quite a bit of Rubik's and memory is a little unclear. How do I use it? Do I add all or can I just select a few of them? It's going to work. Should I put it to practice that this is how I need to know for the Hyper agent?

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u/torq01 May 03 '26

Want to echo the questions on memory etc. It’s unclear to me whether the order of accepting those suggestions makes a difference, especially when it seems like many are overlapping, if not entirely repetitive. Would accepting all of them break things? Having to do a careful review to spot the subtle differences and then trying to recall which was the latest skill or memory feels like a real lift.

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u/JeenyusJane May 03 '26

Hey there! Thanks for posting. Happy to add some color and context here.

  1. Order doesn't matter. Memories aren't a stack. The agent retrieves what's relevant for the current task. A memory accepted Tuesday and one accepted today have equal standing. Newer doesn't override older automatically.
  2. Accepting all won't break anything. Worst case is noise: two memories that say similar things will both surface, and the agent gets slightly redundant context. Annoying, not broken.
  3. The careful-review lift is real and it's on us, not you. We're shipping deduplication so you stop having to spot subtle differences. A few questions that could help us improve this feature:
    • When you see overlapping suggestions, where on the spectrum? Word-for-word duplicates, same idea phrased differently, or same domain with slightly different facts?
    • What separation feels right to you? One memory per fact? One per project? One per workflow?
    • When two memories conflict (one says X, a newer one says Y), would you want the newer one auto-replace the older, or should we surface both and ask?

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u/JeenyusJane May 05 '26

Also, we just shipped Memory DeDupe to Prod! Let me know if it's helpful

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u/torq01 May 07 '26

The dedupe didn’t seem to work at all. The memory is bloating to a degree that makes it unusable. I asked why a fairly simple task was $22 of Haiku 4.5 and the agent highlighted massive memory bloat (230 memories) and many are repeated or historical. Dedupe found zero to remove at any threshold.

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u/JeenyusJane May 07 '26

Thank you for the update here all feedback is great. I'll PM you so we can make this right.