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Ask HN: How is AI-assisted coding going for you professionally?

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Re: Ask HN: How is AI-assisted coding going for you professionally?

#301
I've shipped full features and bug fixes without touching an IDE for anything significant.

When I need to type stuff myself it's mostly just minor flavour changes like Claude adding docstrings in a silly way or naming test functions the wrong way - stuff that I fixed in the prompt for the next time.

And yes, I read and understand the code produced before I tag anyone to review the PR. I'm not a monster =)

Re: Ask HN: How is AI-assisted coding going for you professionally?

#302
post #105

Earlier quoted context omitted.

I have read comments about this on X, here, and other places, yet I have ever seen there be proof this is an actual productivity boost. I use Claude Opus (4.5, 4.6) all the time and catch it making making subtle mistakes, all the time. Are you really being more productive (let’s say 3x times more), or just feel that way because you are constantly prompting Claude? Maybe I’m wrong, but I don’t buy it.

i really don't understand why people keep thinking this. i'm easily 10x more productive since Claude Code came out. it's insane how much stuff you can build quickly, especially on personal projects.

Of course personal projects are much quicker because usually personal projects don't have high code standards... I'm talking about production code.

Re: Ask HN: How is AI-assisted coding going for you professionally?

#303
It's going pretty well, though it took at least six months to get there. I'm helped by knowing the domain reasonably well, and working with a principal investigator who knows it well and who uses LLMs with caution. At this stage I use Claude for coding and research that does not involve sensitive matters, and local-only LLMs for coding and research that does. I've gradually developed some regular practices around careful specification, boundaries, testing, and review, and have definitely seen things go south a few times. Used cautiously, though, I can see it accelerating progress in carefully-chosen and -bounded work.

Re: Ask HN: How is AI-assisted coding going for you professionally?

#305
post #268

Haven't seen this mentioned yet, but the worst part for me is that a lot of management LOVES to use Claude to generate 50 page design documents, PRDs, etc., and send them to us to "please review as soon as you can". Nobody reads it, not even the people making it. I'm watching some employees just generate endless slide decks of nonsense and then waffle when asked any specific questions. If any of that is read, it is b…

If you shove clearly AI generated content at me, I will use an AI to summarize it.

Or I'll walk up to your desk and ask you to explain it.

Re: Ask HN: How is AI-assisted coding going for you professionally?

#306

Earlier quoted context omitted.

If you dont take a stand and refuse to clean their mess, aren't you part of the problem? No self respecting proponent of AI enabled development should suggest that the engineers generating the code are still not personally responsible for its quality.

Ultimately that's only an option if you can sustain the impact to your career (not getting promoted, or getting fired). My org (publicly traded, household name, People who disagree at all levels of seniority have been made to leave the organization. Practically speaking, there's no sexy pitch you can make about doing quality grunt work. I've made that mistake virtually every time I've joined a company: I make perform…

There is an alternative way make the necessary point here.. Let it go through with comments to the effect that you can not attest to the quality or efficacy of the code and let the organization suffer the consequences of this foray into LLM usage. If they can't use these tools responsibly and are unwilling to listen to the people who can, then they deserve to hit the inevitable quality wall Where endless passes through the AI still can't deliver working software and their token budget goes through the ceiling attempting to make it work.

Re: Ask HN: How is AI-assisted coding going for you professionally?

#307
Using Claude Code professionally for the last 2 months (Max plan) at Rhoda AI and love it!

Software Engineering has never been more enjoyable.

Python, C++, Docker, ML infra, frontend, robotics software

I have 5 concurrent Claude Code sessions on the same mono repo.

Thank you Anthropic!

Re: Ask HN: How is AI-assisted coding going for you professionally?

#308

[flagged]

> you need to embed your best practices in your agent and keep and eye on it and refine it over time. Sincere question, how do beginners to the field (interns, juniors) do this when they don't have any best practices yet?

By working with other people, which I can't help but notice is missing from the parent comment.

Unless you want to be a solopreneur (terrible idea while you don't know what you're doing and don't have the means to hire someone that does), look at pretty much any other comment in this thread.

Re: Ask HN: How is AI-assisted coding going for you professionally?

#310

Earlier quoted context omitted.

Thats exactly what we as software engineers do. We are constantly automating ourselves out of a job. The trick is that we never actually accomplish that, there will always be things for humans to do. We're discovering so much latent demand for software, Jevon's paradox is in full effect and we're working more than ever with AI (at least I am).

Software engineering is being automated. But building intelligent automation is just starting. AI engineer will be the only job left in the future as long as there are things to automate. It's really all the other jobs that will be automated first before AI engineer.

Most knowledge worker use computers today to do their work, but we don't necessarily call them computer or software engineers. I think it will be something like that, but the economy will need to adapt and grow in order to accommodate it.
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