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 months

Recordings per month over the last 12 months — 11 in all, peaking in Jun 2026 with 5.

Appearances

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The AI Daily Brief: Artificial Intelligence News and Analysis · Everything You Need to Know About AI Tokens · 2 Aug 2026 podcast

That was what's happening to me.

Also look for very extreme input to output ratio.

So agentic work legitimately runs with high ratio, but if

you get to a point where it's many thousands to one between input and output.

In many cases, that's empty loops.

In my open claw case, it was 2,600 to one, which is ridiculous.

And if you see that your spend keep rising while the work or the value that you do stays flat, that's also potentially an indication that you're in a scenario of spin and you need to go and further understand what's the case.

However, there are many folks that don't have direct meter because they're not using one of these tools or they don't have the admin privileges, which is probably most of the regular users.

For them, you should probably use proxies.

So just go directly to list all of your automation and the scheduled jobs that you own and ask which one of them added business value last week.

If you don't know, that's a suspect.

Then also watch your quota.

And if you're burning through your weekly quota extremely fast, especially if you compare it to other people in your setup or in similar roles, that might be that you're doing something wrong there.

And if you are in an enterprise plan, your admin do have the view, at least of how much you're consuming and also typically the input output, you can just ask them.

And there are many places that you can look.

There are specific like slash context and slash usage in cloud code.

There is also in application visualization now both in cloud code and in cursor that you can just click on the usage meter and try to understand that.

So regardless of what and how visible it is for you,

you should definitely put some caps on how much you spend rather than letting the bill just extend all the time and put some alerts if there is some kind of a significant jump in how much you consume.

That can be an indication that something is up in your system.

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