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Re:Two kinds of AI users are emerging. The gap between them ... by datsci_est_2015 on Sunday February 01, 2026 @10:33PM (#46852113)
Thought this was going to be more about programmers, but it was actually about non technical users and Microsoft’s product development failure.

One tidbit I’d disagree with is that only those using the bleeding edge AI tools are reaping the benefits. There seem to be a lot of highly specialized tools and a lot of specific configurations (and mystical incantations) to get them to work, and those are constantly changing and being updated. The bleeding edge is a dangerous place to be if you value your time (and sanity).

Personally, as someone working on moderate-to-highly complex software (live inference of industrial IoT data), I can’t really open a merge / pull request for my colleagues to review unless I 100% understand what I’ve pushed, and can explain to them as well.

My killer app for AI would just be a CLI that gets me to a commit based on moderately technical input:

“Add this configuration variable for this entry point; split this class into two classes, one for each of the responsibilities that are currently crammed together; update the unit tests to reflect these changes, including splitting the tests for the old class into two different test classes; etc”

But, all the hype of the bleeding edge is around abstracting away the entire coding process until you don’t even understand what code is being generated? Hard to see it as anything but a pipe dream. AI is useful, but it’s not a panacea - you can’t fire it and replace it when it fucks up.

Re:Two kinds of AI users are emerging. The gap between them ... by georgeburdell on Sunday February 01, 2026 @11:02PM (#46852258)
“Add this configuration variable for this entry point; split this class into two classes, one for each of the responsibilities that are currently crammed together; update the unit tests to reflect these changes, including splitting the tests for the old class into two different test classes; etc”

Granted I'm way behind the curve, but is this not how actual engineers (and not influencers) are using it? I heavily micro-manage the implementation because my manager still expects me to know the code

Re:Two kinds of AI users are emerging. The gap between them ... by datsci_est_2015 on Monday February 02, 2026 @07:17AM (#46855121)
You could hardly believe that this is how actual engineers are using it if you only browsed HN. Maybe HN is only influencers?
Re:Two kinds of AI users are emerging. The gap between them ... by copilot_king_2 on Monday February 02, 2026 @07:41AM (#46855322)
Maybe Anthropic has a social media team and internet forums like HN are easily manipulable?
Re:Two kinds of AI users are emerging. The gap between them ... by Leynos on Monday February 02, 2026 @04:49AM (#46854175)
> “Add this configuration variable for this entry point; split this class into two classes, one for each of the responsibilities that are currently crammed together; update the unit tests to reflect these changes, including splitting the tests for the old class into two different test classes; etc”

That's the type of input I give to Claude / Codex. Works for me.

Re:Two kinds of AI users are emerging. The gap between them ... by datsci_est_2015 on Monday February 02, 2026 @07:15AM (#46855109)
Yes, but then you’re not the bleeding edge of agentic coding as described in this article, then. The bleeding edge is “Hey agent, turn this 30 sheet excel workbook into a Python script” and all of the AGENTS.md required to make that happen.
Re:Two kinds of AI users are emerging. The gap between them ... by chrisjj on Monday February 02, 2026 @05:37AM (#46854486)
> all the hype of the bleeding edge is around abstracting away the entire coding process until you don’t even understand what code is being generated?

The less you understood about code to start with, the quicker you achieve this goal... and the less prepared you are for the consequences.