Walden Yan
speaker
387 appearances
1 recordings
1 series
first heard May 2026
last heard 28 May
Walden Yan’s voice in public audio — every appearance, attributed to the second.
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recordings per month · last 12 monthsRecordings per month over the last 12 months — 1 in all, peaking in May 2026 with 1.
Appearances
If you have thousands of these memories, how do you actually make sure they're retrieved at the right time?
That can be quite tricky to do right without exploiting the context of the bunch of useless information.
Surprising amount of just eval work to just make sure that memories remains a reliable system as new models come and go.
Kind of the temporal aspect of memory.
Yeah, exactly.
Today, the things they could do is it could edit memories.
I see.
And so if your memory used to say like, oh, Cole likes to open everything as like a draft PR, then you can imagine, no, don't do that.
And then it'll say, oh, do you want me to update the memory to be Cole now want everything as, you know,
OpenPRs.
I think that at the same time, we don't know if this is going to be the final version of the system.
Whatever we have here will probably translate into the new system that we'll be coming up with.
But I think one big difference between two years ago and today is these agents are really good at using anything that resembles a file system natively.
And so part of us is thinking, oh, should we rebuild memories to feel more like a file system that we let the agent navigate on its own?
That's been an interesting exploration.
Also similar ideas in the skill space.
One thing we've been trying to do to push the boundaries of how you use agents at your company is letting an agent basically have a very similar file, like a memory.md or something, and just kind of be your permanent PM for a specific set of issues, maybe.
So we have some Slack channels internally, maybe a Slack channel dedicated to a specific product, like DeepWiki, maybe.
And you can imagine that you want a Devon that never stops.
It's just always awake.
Showing 161–180 of 387 · page 9 of 20
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