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Finally gave Claude a go after trying OpenAI a while and feeling pretty _meh_ about the coding ability... Wow, it's a whole other level or two ahead, at least for my daily flavor which is PowerShell. No way a double-digit amount of jobs aren't at stake. This stuff feels like it is really starting to take off. Incredible time to be in tech, but you gotta be clever and work hard every day to stay on the ride. Many folks got comfortable and/or lazy. AI may be a kick in the pants. It is for me anyway.


I've been trying every flavor of AI powered development and after trying Claude Code for two days with an API key, I upgraded to the full Max 20x plan.

Cursor, Windsurf, Roo Code / Cline, they're fine but nothing feels as thorough and useful to me as Claude Code.

The Codex CLI from OpenAI is not bad either, there's just something satisfying about the LLM straight up using the CLI


It really is night and day. Most of them feel like cool toys, Claude Code is a genuine work horse. It immediately became completely integral to my workflow. I own a small business and I can say with absolute confidence this will reduce the amount of devs I need to hire going forward.


I don't get claims like that, if AI let me do more and be more productive with less people I could also grow and scale more, that means that I can also hire more and again multiply growth because each dev will bring more and more... I'm skeptic because I don't see it happening, actually the contrary more people doing more things maybe, but the not 10x nor 100x otherwise we would see products built in 5 years coming out in literally 15 days


It might be that the value more software can add is already at its limit in any given business - or at least returns will be diminishing. Meaning in those particular businesses the appetite to hire devs might stay flat (or even shrink!) as AI makes existing devs more efficient.

The more interesting question is whether this is true across the economy as a whole. In my view the answer is clearly no. Are we already operating at the limit of more software to add value at the margin? No.

So though any particular existing business might stop hiring or even cut staff, it won't matter if more businesses are created to do yet more things in the world with software. We might even end up in a place where across the economy, more dev jobs exist as a result of more people doing more with software in a kind of snowball effect.

More conservatively, though, you'd at least expect us to just reach equilibrium with current jobs if indeed there is new demand for software to soak up.


It’s not my goal to scale infinitely. I want to run a small, tight business which is highly profitable but also pleasant to operate long term. I’m not looking for some huge exit.


hey can you explain the appeal of Claude Code vs Cursor?

I know the context window part and Cursor RAG-ing it, but isn't IDE integration a a true force multiplier?

Or does Claude Code do something similar with "send to chat" / smart (Cursor's TAB feature) autocomplete etc.?

I fired it up but it seemed like just Claude in terminal with a lot more manual copy-pasting expected?

I tried all the usual suspects in AI-assisted programming, and Cursor's TAB is too good to give up vs Roo / Cline.

I do agree Claude's the best for programming so would love to use it full-featured version.


I would also like to know this. I've only very briefly looked into Claude code and I may just not understand how I'm supposed to be using it.

I currently use cursor with Claude 4 Sonnet (thinking) in agent mode and it is absolutely crushing it.

Last night i had it refactor some Django / react / vite / Postgres code for me to speed up data loading over websocket and it managed to:

- add binary websocket support via a custom hook - added missing indexes to the model - clean up the data structure of the payload - add messagepack and gzip compression - document everything it did - add caching - write tests - write and use scripts while doing the optimizations to verify that the approaches it was attempting actually sped up the transfer

All entirely unattended. I just walked away for 10 minutes and had a sandwich.

The best part is that the code it wrote is concise, clean, and even stylistically similar to the existing codebase.

If claude code can improve on that I would love to know what I am missing!


My best comparison is that it's like MacBooks/iPhones etc.

Apple builds both the hardware and the software so it feels harmonious and well optimized.

Anthropic build the model and the tool and it just works, although sonnet 4 in cursor is good too but if you've got the 20$ plan often you're crippled on context size (not sure if that's true with sonnet 4 specifically).

I had actually heard about the OpenAI Codex CLI before Claude Code and had the same thought initially, not understanding the appeal.

Give it a shot and maybe you'll change your mind, I just tried because of the hype and the hype was right for once.


If you use VS: Code, install the plugin, and run Claude code from the terminal, you get the same experience as Cursor.


i rewrote a code base that i’ve been tinkering on for the last 2 years or so this weekend. a complete replatform, new tech stack, ui, infra, the whole nine yards. the rewrite took exactly 3 days, referenced the old code base, online documentation, github issues all without (mostly) ever leaving claude.

it completely blew my mind. i wrote maybe 10 lines of code manually. it’s going to eliminate jobs.


> it’s going to eliminate jobs.

that's the part i'm not sold on yet. it's a tool that allows you to do a year's work in a week - but every dev in every company will be able to use that tool, thus it will increase the productivity of each engineer by an equal amount. that means each company's products will get much better much faster - and it means that any company that cuts head count will be at risk of falling behind it's competitors.

i could see it getting rid of some of the infosec analysts, i guess. since itll be easier to keep a codebase up to date, the folks that run a nessus scan and cut tickets asking teams to upgrade their codebase will have less work available.


> it's a tool that allows you to do a year's work in a week

Exaggerations like this really don't help your credibility


How many teams of 10 took a year and USD 5 millions to develop a CRUD that failed? That can be done in one week now


I'm not sure that spending $5 Million to fail every week is actually better than spending $5 million to fail once a year

Brings a crazy new meaning to "fail fast" though


if the success rate is the same, that would be actually good


the amount isn't relevant to the argument; the point is that the amount - whatever that may be - is applied equally to all companies, which means the competitive balance will stay the same. its a great build tool, but you still need builders to use the tool.


> I fired it up but it seemed like just Claude in terminal with a lot more manual copy-pasting expected?

You should never have to copy/paste something from Claude Code...?


Claude Code has a VS Code (and therefore cursor / windsurf) extension so it will show you changes it wants to make directly in the IDE.

I still use the Cursor auto complete but the rest is all Claude Code.

Even without the extension Claude is directly modifying and creating files so you never have to copy paste.


Claude Code works surprisingly well and is also cheaper, compared to Windsurf and Cline + Sonnet 4. The rate of errors dropped dramatically for my side projects, from "I have to check most changes" to "I have not written a line".


I find it's good if you can get a really clean context, but on IRL problems with 100k+ lines of code that's extremely hard to manage.

It absolutely aced an old take-home test I had though - https://jamesmcm.github.io/blog/claude-data-engineer/

But note the problems it got wrong are troubling, especially the off-by-one error the first time as that's the sort of thing a human might not be able to validate easily.


Yup, Claude Code is the real deal. It's a massive force multiplier for me. I run a small SaaS startup. I've gotten more done in the last month than the previous 3 months or more combined. Not just code, but also emails, proposals, planning, legal etc. I feel like working in slo-mo when Claude is down (which unfortunately happens every couple of days). I believe that tools like Claude code will help smaller companies disproportionately.


how are you using claude code for emails? with a MCP connection or just taking the output from the terminal


I just copy the terminal output, no MCP. The context relevant to most emails is in a CLAUDE.md file.


> Finally gave Claude a go after trying OpenAI a while and feeling pretty _meh_ about the coding ability... Wow, it's a whole other level or two ahead,

I’ve been avoiding LLM-coding conversations on popular websites because so many people tried it a little bit 3-6 months ago, spot something that doesn’t work right, and then write it off completely.

Everyone who uses LLM tools knows they’re not perfect, they hallucinate some times, their solutions will be laughably bad to some problems, and all the other things that come with LLMs.

The difference is some people learn the limits and how to apply them effectively in their development loop. Other people go in looking for the first couple failures and then declare victory over the LLM.

There are also a lot of people frustrated with coworkers using LLMs to produce and submit junk, or angry about the vibe coding glorification they see on LinkedIn, or just feel that their careers are threatened. Taking the contrarian position that LLMs are entirely useless provides some comfort.

Then in the middle, there are those of us who realize their limits and use them to help here and there, but are neither vibe coding nor going full anti-LLM. I suspect that’s where most people will end up, but until then the public conversations on LLMs are rife with people either projecting doomsday scenarios or claiming LLMs are useless hype.


I purchased Max a week ago and have been using it a lot. Few experiences so far:

- It generates slop in high volume if not carefully managed. It's still working, tested code, but easily illogical. This tool scares me if put in the hands of someone who "just wants it to work".

- It has proven to be a great mental block remover for me. A tactic i've often had in my career is just to build the most obvious, worst implementation i can if i'm stuck, because i find it easier to find flaw in something and iterate than it is to build a perfect impl right away. Claude makes it easy to straw man a build and iterate it.

- All the low stakes projects i want to work on but i'm too tired to after real work have gotten new life. It's updated library usage (Bevy updates were always a slog for me), cleaned up tooling and system configs, etc.

- It seems incapable of seeing the larger picture on why classes of bugs happen. Eg on a project i'm Claude Code "vibing" on, it's made a handful of design issues that started to cause bugs. It will happily try and fix individual issues all day rather than re-architect to make a less error prone API. Despite being capable to actually fix the API woes if prompted to. I'm still toying with the memory though, so perhaps i can get it to reconsider this behavior.

- Robust linting, formatting and testing tools for the language seem necessary. My pet peeve is how many spaces the LLM will add in. Thankfully cargo-fmt clears up most LLM gunk there.




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