My job as a senior developer with a team of juniors is to figure out what to write, sketch a PoC as guidance, and then delegate the actual implementation to them. I'm going to look at that, explain misunderstandings or poor style choices, and guide them into implementing something that meets our standards.

I don't think LLMs can do my job yet. But I think we're getting shockingly close to them being able to do the other part. And I'm worried how we're going to get more senior developers.

@mjg59 every mid-to-large FOSS project is seeing their "Good First Issue"s getting sniped by 20 LLM bots. Those exist to feed new contributors into dedicated ones. If you cut the bottom rungs off the ladder, how is anyone going to be able to get to the top?
@greg yeah, exactly. I've helped people turn into senior devs, I don't know how to turn an LLM into one - embodying good taste is a different problem to generating code that meets a functional description

@mjg59 @greg I agree wholeheartedly with the junior pipeline problem, though I suspect that we end up with junior devs who are good at piloting the models, and learn to debug even hard problems within that context.

We didn't stop being able to computer when people stopped learning assembly or c, I hope we have a similar outcome here.

@PaulM @mjg59 @greg But we could stop learning assembly because compilers are deterministic and don’t hallucinate. That’s not the case with LLMs.
@chris_evelyn @mjg59 @greg to be pedantic, computers are only sorta kinda mostly deterministic if you squint at them just right. From the perspective of any given program executing in a modern operating system, there's a whole lot happening around it which is completely opaque, even if execution mostly proceeds in an apparently sequential fashion.

@PaulM @mjg59 @greg That argument is bullshit and I’m getting fucking tired of it.

How often did you have to check assembly output lately because a compiler did something different from what you expressed in your code?

@chris_evelyn @PaulM @greg I'm a kernel developer, this happens to me more than you'd think