Insight certainty 4/5 debate potential 1/5

Cosine built code retrieval tooling before LLMs could support autonomous agents

Alistair Pullen · Is finetuning GPT4o worth it? · Aug 22, 2024 · at 9:02

Ali Pullen, CEO and co-founder of Cosine, explains how the team anticipated future AI software engineering by building retrieval tooling before models possessed sufficient reasoning power.

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“Well, there are going to be some things that you need to build this when the tech does catch up. So retrieval being one of the most important things, like the model is going to have to be able to like pull code out for code base somehow. So we were like, well, let's just build the tooling around it. And eventually when the tech comes, then we'll be able to just like plug it into our tooling and then it should work basically. To be fair, that's basically what we've done. And that's basically what's happened, which is very fortunate.”

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