> 34 seconds later, it was done. Not just a quick hack...proper production-ready code with error handling, logging, environment checks, documentation, the entire implementation. Working, tested, committed to git.
> This wasn't copy-paste from Stack Overflow. This was bespoke, production-ready code tailored to my specific Laravel app, following my existing patterns, with proper security considerations.
And with their proposed "AI-Optimized Process" conspicuously lacking code review, QA, manual approval. Just going straight from prompt to production, with no human supervision after the prompt is written. Otherwise those steps would have been mentioned in the list, the same way "Traditional API Integration Process" mentions them.
At that point might as well add a button to Jira that says "Implement this".
And just like that, people centuries of remediation/refactoring consulting work was created.
I prefer smaller companies where you go to account settings and “download API key”.
This pain level is a genuine factor for me in using an big cloud service.
Now THAT is a task that I would like AI to deal with for me.
We still need to use people who know to go that way though and how to make the company enforce it.
The bulk of engineering time is spent engineering (not writing code), researching the right thing to build, reviewing plans with product ownership, considering operating context and constraints, adjusting designs and redeveloping based on learnings. Writing code is the easy part when everyone leaves you alone and you just cook. Those meetings aren't going anywhere because at the end of the day it takes a lot of back and forth to even come up with a relatively stable spec.
I agree that ops automation is important, but its hard to take this article seriously.
Either human or AI (or both?) needs to be tagging PRs. Perhaps a traffic light system is appropriate? Red - needs close human review; green - AI review only; yellow - unclear / somewhere in the middle.
Using PRs to merge features gives auditability and traceability to which human merged which thing.
As always, it is situational. AI is exposing new shades of grey.
It’s exactly the same high-churn no-regard-for-the-user that is modern “tech”. I would not use this approach on anything more serious than a SaaS, and I hope nobody else does either.
Why does any of this matter if you're barely bothering to look at/review it and you'll probably throw it out if there's a problem with it? If it only takes 34 seconds to generate, the whole thing is disposable and none of these things that are important for maintenance matter. It doesn't matter if it follows your existing patterns because you're not going to maintain it. Documentation doesn't matter, because you're not bothering to configure it or even understand how it works. And you're not going to figure out why it doesn't work, you're just going to ask the LLM to fix the bug or rewrite it for you.
You're trying to sell someone on using the bespoke, shrink-wrapped software generator by pointing out things that don't matter to people who want to use shrink-wrapped software, and do matter to people who are not interested in shrink-wrapped software.
> If you're a developer: Learn to work with AI tools. Not just as a fancy autocomplete, but as a collaborative partner. The developers who figure this out first will have an insurmountable advantage.
I guess if you can get it to generate code that looks like code you wrote, you can gloss over the fact that you didn't actually write it but still put your name next to it because you typed in the prompt. This is ordering food in a restaurant, and calling yourself a chef.
There's definitely utility, for some people in some situations, to be able to order food and have it delivered to them ready to eat. And there's utility to having a personal chef who will provide anything you ask for. But you don't call that cooking.
I have these patterns part of the command so it's no buried deep inside a context window. Claude is great at looking at the entire codebase and following the styles and approaches it comes across.
Software work today is closer to fast food work than it has ever been, even before gen AI. College students graduating from solid CS programs are flipping burgers right now because the job market has collapsed.
I fucking hate it, but what is there to do about it?
I haven't found a single service provider that made that step trivial
If using systems, securely, isn't trivial, then people will use other ways, or not use the system at all.
jdalton•22h ago
PaulHoule•21h ago
Ronsenshi•18h ago
But then again you would need key for that first API... .
jdalton•16h ago