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628 points kiyanwang | 4 comments | | HN request time: 0.596s | source
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kshri24 ◴[] No.43630227[source]
Can't find any fault in this article. Agree with pretty much everything except for one point:

"Don’t go to Stack Overflow, don’t ask the LLM, don’t guess, just go straight to the source. Oftentimes, it’s surprisingly accessible and well-written."

It has been, I think, close to 15+ years since I have been actively coding professionally. I am always learning. When I started my career I spent a fair bit of time answering questions on Stack Overflow rather than asking questions. That helped a lot as it felt like a "Real-World challenge" to solve someone else's problem. So it totally depends on how you use Stack Overflow.

With LLMs, I don't use it for "vibe coding" as the kids do these days. This is, IMHO, a wrong way to use LLMs. LLMs are great for integrations into software you are building where it has to analyze realtime events and produce summaries, or even for automating mundane things. But it definitely is not a replacement for a programmer. At least not in its current incarnation. The way to use LLMs is to ask it to provide a birds-eye/10,000 ft view on a topic you want to understand/explore. Why? Because sometimes, you don't even know how something works because you have no idea what it is called (technical terminology/jargon). That's where LLMs help. Once you know the terms/jargon, you can then refer to official documentation/papers rather than relying on the LLM. This IMHO is an underrated superpower of LLMs.

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1. ZeroTalent ◴[] No.43630295[source]
This is why I love LLMS. I drop 200, 100+ page 13F filing reports into Gemini, and after 10 minutes, it finds anomalies for me. This was impossible before, as these reports are not standardized at all.
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2. koolba ◴[] No.43630321[source]
Don’t they have some convoluted XML schema? Or are you sending the rendered text of the html versions of the reports?
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3. GardenLetter27 ◴[] No.43630421[source]
I do the same even just for logs where I can't be bothered formatting it for a proper field by field diff.
4. ZeroTalent ◴[] No.43638468[source]
No, these are documents with no super consistent standards. There are requirements regarding the content of the 13F filing, but not so much about formatting. And they are PDFs, which makes them difficult to parse using traditional scripts.