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Using LLMs at Oxide

(rfd.shared.oxide.computer)
694 points steveklabnik | 1 comments | | HN request time: 0.21s | source
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mcqueenjordan ◴[] No.46178624[source]
As usual with Oxide's RFDs, I found myself vigorously head-nodding while reading. Somewhat rarely, I found a part that I found myself disagreeing with:

> Unlike prose, however (which really should be handed in a polished form to an LLM to maximize the LLM’s efficacy), LLMs can be quite effective writing code de novo.

Don't the same arguments against using LLMs to write one's prose also apply to code? Was this structure of the code and ideas within the engineers'? Or was it from the LLM? And so on.

Before I'm misunderstood as a LLM minimalist, I want to say that I think they're incredibly good at solving for the blank page syndrome -- just getting a starting point on the page is useful. But I think that the code you actually want to ship is so far from what LLMs write, that I think of it more as a crutch for blank page syndrome than "they're good at writing code de novo".

I'm open to being wrong and want to hear any discussion on the matter. My worry is that this is another one of the "illusion of progress" traps, similar to the one that currently fools people with the prose side of things.

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1. dcre ◴[] No.46178640[source]
In my experience, LLMs have been quite capable of producing code I am satisfied with (though of course it depends on the context — I have much lower standards for one-off tools than long-lived apps). They are able to follow conventions already present in a codebase and produce something passable. Whereas with writing prose, I am almost never happy with the feel of what an LLM produces (worth noting that Sonnet and Opus 4.5’s prose may be moving up from disgusting to tolerable). I think of it as prose being higher-dimensional — for a given goal, often the way to express it in code is pretty obvious, and many developers would do essentially the same thing. Not so for prose.