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Grant Harvey

๐Ÿ‘ค Speaker
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6890 total appearances
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The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

So, like, yeah, use Factory because it'll save you those tokens.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

So let's talk about the blog that you just published called Evaluating Compression.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

Really, really awesome blog and research that you did.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

The hardest part about working on large codebases is context, right?

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

So why is maintaining context across long agent sessions so difficult?

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

And how did you attempt to solve this?

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

So...

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

Two things.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

Number one, I saw Ray Fernando, who's one of my favorite AI coders on YouTube, say he had a coding session with Factory with 7 million token context, which is just gnarly.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

I can't believe that.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

How is that even possible?

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

Is it just from applying this technique?

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

And I guess the other question is just in production, why does this matter, right?

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

We kind of talked about it, but maybe we could just put a finer point on it.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

I was going to ask that.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

Would you ever launch a general purpose?

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

Because I think that's the problem with cloud code, right?

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

Is that it says cloud code, so people don't think of it in that way.

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

Would you ever launch a general purpose agent?

The Neuron: AI Explained
This AI Agent Builds Better Code Than Most Developers (Factory AI)

I was going to say it's actually like a, I don't know the right phrase for it, but like a business sin that Microsoft and Google or even OpenAI and Anthropic have not made an agentic writing tool.