Lance Martin

speaker
624 appearances 1 recordings 1 series first heard Sep 2025 last heard Sep 2025

Lance Martin’s voice in public audio — every appearance, attributed to the second.

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And this was a problem I saw initially.
A lot of people were using our MCP doc server and then finding, oh, this doesn't work well.
And it's like, oh, it's a skill issue.
You need to prompt it better.
But then that's our problem.
The prompt should actually live in the server and should be available to the code agent.
Right.
So it knows how to use the server.
Right.
So that's maybe retrieval.
And that's a whole...
Retrieval is a big theme.
It obviously predates this new term of context engineering, but there's a lot going on in the retrieval bucket.
It certainly is an important subset of context engineering.
I haven't personally looked at ColdBear very much.
I play with it only a little bit, so I don't have much perspective there, unfortunately.
All right, happy to move on.
We could talk about maybe reducing context briefly.
Everyone's had an experience with this because if you use cloud code, you hit that 95, you know, you've hit 95% of the context window and you're about to, and cloud code's about to perform compaction.
So that's like a very intuitive and obvious case in which you want to do some kind of context reduction when you're near the context window.
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