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Posted by anurag 11 hours ago

My AI Adoption Journey(mitchellh.com)
457 points | 127 commentspage 4
apercu 8 hours ago|
I find it interesting that this thread is full of pragmatic posts that seem to honestly reflect the real limits of current Gen-Ai.

Versus other threads (here on HN, and especially on places like LinkedIn) where it's "I set up a pipeline and some agents and now I type two sentences and amazing technology comes out in 5 minutes that would have taken 3 devs 6 months to do".

jonathanstrange 9 hours ago||
There are so many stories about how people use agentic AI but they rarely post how much they spend. Before I can even consider it, I need to know how it will cost me per month. I'm currently using one pro subscription and it's already quite expensive for me. What are people doing, burning hundreds of dollars per month? Do they also evaluate how much value they get out of it?
JoshuaDavid 9 hours ago||
Low hundreds ($190 for me) but yes.
latchkey 8 hours ago||
I quickly run out of the JetBrains AI 35 monthly credits for $300/yr and spending an additional $5-10/day on top of that, mostly for Claude.

I just recently added in Codex, since it comes with my $20/mo subscription to GPT and that's lowering my Claude credit usage significantly... until I hit those limits at some point.

2012 + 300 + 5~200... so about $1500-$1600/year.

It is 100% worth it for what I'm building right now, but my fear is that I'll take a break from coding and then I'm paying for something I'm not using with the subscriptions.

I'd prefer to move to a model where I'm paying for compute time as I use it, instead of worrying about tokens/credits.

whatifnomoney 8 hours ago||
[dead]
jeffrallen 9 hours ago||
> babysitting my kind of stupid and yet mysteriously productive robot friend

LOL, been there, done that. It is much less frustrating and demoralizing than babysitting your kind of stupid colleague though. (Thankfully, I don't have any of those anymore. But at previous big companies? Oh man, if only their commits were ONLY as bad as a bad AI commit.)

vonneumannstan 10 hours ago||
For the AI skeptics reading this, there is an overwhelming probability that Mitchell is a better developer than you. If he gets value out of these tools you should think about why you can't.
jorvi 9 hours ago||
The AI skeptics instead stick to hard data, which so far shows a 19% reduction in productivity when using AI.
simonw 8 hours ago|||
https://metr.org/blog/2025-07-10-early-2025-ai-experienced-o...

> 1) We do NOT provide evidence that AI systems do not currently speed up many or most software developers. Clarification: We do not claim that our developers or repositories represent a majority or plurality of software development work.

> 2) We do NOT provide evidence that AI systems do not speed up individuals or groups in domains other than software development. Clarification: We only study software development.

> 3) We do NOT provide evidence that AI systems in the near future will not speed up developers in our exact setting. Clarification: Progress is difficult to predict, and there has been substantial AI progress over the past five years [3].

> 4) We do NOT provide evidence that there are not ways of using existing AI systems more effectively to achieve positive speedup in our exact setting. Clarification: Cursor does not sample many tokens from LLMs, it may not use optimal prompting/scaffolding, and domain/repository-specific training/finetuning/few-shot learning could yield positive speedup.

raincole 7 hours ago|||
There is no such hard data. It's just research done on 16 developers using Cursor and Sonnet 3.5.
recursive 8 hours ago|||
Perhaps that's the reason. Maybe I'm just not a good enough developer. But that's still not actionable. It's not like I never considered being a better developer.
z0r 9 hours ago|||
I'm not as good as Fabrice Bellard either but I don't let that bother me as I go about my day.
SpicyLemonZest 28 minutes ago|||
The value Mitchell describes aligns well with the lack of value I'm getting. He feels that guiding an agent through a task is neither faster nor slower than doing it himself, and there's some tasks he doesn't even try to do with an agent because he knows it won't work, but it's easier to parallelize reviewing agentic work than it is to parallelize direct coding work. That's just not a usage pattern that's valuable to me personally - I rarely find myself in a situation where I have large number of well-scoped programming tasks I need to complete, and it's a fun treat to do myself when I do.
dakiol 10 hours ago|||
Don't get it. What's the relation between Mitchell being a "better" developer than most of us (and better is always relative, but that's another story) and getting value out of AI? That's like saying Bezos is a way better businessman than you, so you should really hear his tips about becoming a billionaire. No sense (because what works for him probably doesn't work for you)

Tons of respect for Mitchell. I think you are doing him a disservice with these kinds of comments.

tux1968 10 hours ago||
Maybe you disagree with it, but it seems like a pretty straightforward argument: A lot of us dismiss AI because "it can't be trusted to do as good a job as me". The OP is arguing that someone, who can do better than most of us, disagrees with this line of thinking. And if we have respect for his abilities, and recognize them as better than our own, we should perhaps re-assess our own rationale in dismissing the utility of AI assistance. If he can get value out of it, surely we can too if we don't argue ourselves out of giving it a fair shake. The flip side of that argument might be that you have to be a much better programmer than most of us are, to properly extract value out of the AI... maybe it's only useful in the hands of a real expert.
bigstrat2003 1 hour ago|||
No, it doesn't work that way. I don't know if Mitchell is a better programmer than me, but let's say he is for the sake of argument. That doesn't make him a god to whom I must listen. He's just a guy, and he can be wrong about things. I'm glad he's apparently finding value here, but the cold hard reality is that I have tried the tools and they don't provide value to me. And between another practicioner's opinion and my own, I value my own more.
jplusequalt 9 hours ago|||
>A lot of us dismiss AI because "it can't be trusted to do as good a job as me"

Some of us enjoy learning how systems work, and derive satisfaction from the feeling of doing something hard, and feel that AI removes that satisfaction. If I wanted to have something else write the code, I would focus on becoming a product manager, or a technical lead. But as is, this is a craft, and I very much enjoy the autonomy that comes with being able to use this skill and grow it.

mitchellh 9 hours ago|||
There is no dichotomy of craft and AI.

I consider myself a craftsman as well. AI gives me the ability to focus on the parts I both enjoy working on and that demand the most craftsmanship. A lot of what I use AI for and show in the blog isn’t coding at all, but a way to allow me to spend more time coding.

This reads like you maybe didn’t read the blog post, so I’ll mention there many examples there.

jplusequalt 9 hours ago||
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fizx 9 hours ago||||
I enjoy Japanese joinery, but for some reason the housing market doesn't.
tux1968 9 hours ago|||
Nobody is trying to talk anyone out of their hobby or artisanal creativeness. A lot of people enjoy walking, even after the invention of the automobile. There's nothing wrong with that, there are even times when it's the much more efficient choice. But in the context of say transporting packages across the country... it's not really relevant how much you enjoy one or the other; only one of them can get the job done in a reasonable amount of time. And we can assume that's the context and spirit of the OP's argument.
mold_aid 9 hours ago|||
>Nobody is trying to talk anyone out of their hobby or artisanal creativeness.

Well, yes, they are, some folks don't think "here's how I use AI" and "I'm a craftsman!" are consistent. Seems like maybe OP should consider whether "AI is a tool, why can't you use it right" isn't begging the question.

Is this going to be the new rhetorical trick, to say "oh hey surely we can all agree I have reasonable goals! And to the extent they're reasonable you are unreasonable for not adopting them"?

jplusequalt 9 hours ago|||
>But in the context of say transporting packages across the country... it's not really relevant how much you enjoy one or the other; only one of them can get the job done in a reasonable amount of time.

I think one of the more frustrating aspects of this whole debate is this idea that software development pre-AI was too "slow", despite the fact that no other kind of engineering has nearly the same turn around time as software engineering does (nor does they have the same return on investment!).

I just end up rolling my eyes when people use this argument. To me it feels like favoring productivity over everything else.

tux1968 9 hours ago||
[flagged]
mold_aid 9 hours ago||
"Why can't you be more like your brother Mitchell?"
xyst 9 hours ago||
[flagged]
dang 9 hours ago|
"Please don't post shallow dismissals, especially of other people's work. A good critical comment teaches us something."

"Don't be snarky."

"Don't be curmudgeonly. Thoughtful criticism is fine, but please don't be rigidly or generically negative."

https://news.ycombinator.com/newsguidelines.html

therein 10 hours ago|
[flagged]
dang 9 hours ago||
Ok, but please don't post unsubstantive comments to Hacker News.
alterom 10 hours ago|||
>Underwhelming

Which is why I like this article. It's realistic in terms of describing the value-propositio of LLM-based coding assist tools (aka, AI agents).

The fact that it's underwhelming compared to the hype we see every day is a very, very good sign that it's practical.

stronglikedan 10 hours ago||
most AI adoption journeys are