Manu Narayan
speaker
373 appearances
1 recordings
1 series
first heard Jul 2026
last heard 22 Jul
Manu Narayan’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 Jul 2026 with 1.
Appearances
And so we have a um automated, you know, not automated.
We have a skill that essentially will go through, you know, all of the internal systems, some external resource, research sources, and then create a consistent brief on a customer.
And I think that that's one of the things that really drives this like level of consistency around how our field can operationalize like, you know, research, but also reduce just a ton of manual effort.
But uh I feel like that's good problems to have, right?
When you can miss that over the course of a month.
Yeah.
Look, I think token maxing, it's interesting because there's two parts to it.
The idea of gamification to drive adoption, I think can actually be like really beneficial.
And so on one hand, you could say token maxing is a way to gamify AI usage.
I personally don't ascribe to it.
We haven't really ascribed to it at GitLab, in part because it also encourages necess not necessarily the right behavior.
Yeah.
It's really easy to gamify.
And there's a direct cost associated at the end, which makes it really difficult as you start to think about that being the means of
driving your productivity.
We're joined at the hip on this.
I think that the the idea of token maxing on one hand is especially early on in this AI journey, wasn't a bad idea, right?
It's our people using the thing.
But realistically, especially given the cost involved in usage billing models, we ultimately want to make sure we're also driving ROI and we want to understand use cases.
We understand all of those things.
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