I say this as someone who does use the tools, they're fine. I have yet to ever have an "it's perfect, no notes" result. If the bar is code that technically works along the happy path then fine, but that's the floor of what I'm willing to put forth or accept in a PR.
There is absolutely reason for concern, but it's not inevitable.
For the foreseeable future, I don't think we can simply Ralph Wiggum-loop real business problems. A lot of human oversight and tuning is required.
Also, I haven't seen anything to suggest that AI is good at strategic business decisionmaking.
I do think it dramatically changes the job of a software developer, though. We will be more like developers of software assembly lines and strategists.
Every company I have ever worked for has had a deep backlog of tasks and ideas we realistically were never going to get to. These tools put a lot of those tasks in play.
> I have yet to ever have an "it's perfect, no notes" result.
It frequently gets close for me, but usually some follow-up is needed. The ones that are closest to pure one-shot are bug fixes where replication can be captured in a regression test.
Some of that backlog was never meant to be implemented. “Put it in the backlog” is a common way to deflect conflict over technical design and the backlog often becomes a graveyard of ideas. If I unleashed a brainless agent on our backlog the system would become a Frankenstein of incompatible design choices.
An important part of management is to figure out what actually brings value instead of just letting teams build whatever they want.
I'm experiencing the early stages of a reality where much more of this stuff is possible to build. I say early stages, because there's still plenty of friction between what we have now and a true productivity multiplier. But most of that friction is solvable without speculative improvements, like the models themselves getting better.
If I worked someplace where there was nothing of value on the backlog, then I would be worried about my job.
I don't know about that. This PR stunt is a greenfield project that no one really knows what volume of work went behind it, and targeted a problem (bootstrapping a C compiler) that is actually quite small and relatively trivial to accomplish.
Go ahead and google for small C compilers. They are a dime a dozen, and some don't venture beyond a couple thousand lines of code.
Check out this past discussion.
I do agree that some folks are in for rude awakening, because markets (labor and otherwise) will reveal winning strategies. I'm far from a free market ideologist, but this is a place where the logic seems to apply.
But it's also true that it simply is better than the OP is giving it credit for.
Depressingly. Because I like writing code.
You never see job adverts requiring VIM or IntelliJ experience, I expect it will be the same for Claude Code or Cursor.
> We are AI-native and expect you to use tools like Cursor and Claude to ship significantly faster.
> Stack: Python 3.12 (Typed), FastAPI, MongoDB/Beanie, React/TS, Gemini/Claude, Claude Code,
> Who you are: Strong software engineering background with TypeScript in production. Hands-on with AI coding tools (Cursor, Claude Code, Aider, Copilot)