Nufar Gaspar
speaker
2,488 appearances
11 recordings
1 series
first heard Oct 2025
last heard 3 Sep
Nufar Gaspar’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 — 11 in all, peaking in Jun 2026 with 5.
Appearances
Now I want to make sure that we are all on the same page with regards to what is a loop and where can you find one.
And the one thing that uh you need to understand that every agentic tool that you use, whether it's co-work, chat GPT work, codex, cursor, any any agentic tool for that manner, what is being implemented under the hood is already a loop.
That's what the harness is doing and in various degrees of effectiveness.
Basically, it runs through an iterative process of planning how to get the job done, acting, typically using tools, checking whether the results that were received from the tools are sufficient or good enough, and then adjusting.
The thing is that the loop that was implemented by the companies behind the agentic tools are as good as what they implemented, and in general, they are quite generic.
And that's why, even though these tools are amazing and
we are able to get very good result out of them.
In many cases, we are observing the fact that we need to kind of nudge them or we need to be very proactive in our prompting if we want them to work extra hard or run multiple iterations on something before it stops.
That's not something that native loop that were already implemented by the companies will not do that for you.
But the one thing to understand is that under the hood there is always a loop.
And then the question, what is all this buzzword or what is the loop, the advanced loop that we're talking about?
So today what we're talking is about a loop that basically you control what is the end goal.
So we're looking for a loop that happens when you extend the native cycle, the cycle that is already run by the tool.
And the way to extend it is by leveraging the specific commands.
In most tools, it's called a slash goal command.
In Kersa, it's called literally loop command.
And the entire purpose of this is to give the tool a concrete end goal and make sure that this end goal is highly verifiable and making sure that there is a way for the tool to progressively test its.
itself versus is it done or not?
Okay?
So that's the entire thing that we're talking about today.
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