Last time I read about a Codex update, I think it mentioned that a million developers tried the tool.
Don't most companies use AI in software development today?
And yes, I know that some companies are not doing that because of privacy and reliability concerns or whatever. With many of them it's a bit of a funny argument considering even large banks managed to adopt agentic AI tools. Short of government and military kind of stuff, everybody can use it today.
And what exactly is preventing you from building bespoke software for "infrastructure monitoring and operational tooling tailed to your specific needs"?
I could certainly imagine building myself some sort of dashboard. It would seem like a prime use case.
You want to hear about a problem solved? Recently I extended a tool that snaps high resolution images to a Pixel art grid, adding a GUI. I added features to remove the background, to slice individual assets out of it automatically, and to tile them in 9-slice mode.
Could I have realistically implemented the same bespoke tool before AI? No.
> And what exactly is preventing you from building bespoke software for "infrastructure monitoring and operational tooling tailed to your specific needs"?
Let's say I emit roughly 1TB of telemetry data per day--logs, metrics, etc. That's roughly what you might expect from medium sized tech company or a specific department (say, security) at a large company. There is going to be a significant infrastructure investment to replicate datadog's function in my organization, even if I only use a small subset of their product. It's not just "building a dashboard" it's building all the infrastructure to collect, normalize, store, and retrieve the data to even be able to draw that dashboard.
The dashboard is the trivial part. The hard part is building, operating, and maintaining all the infrastructure. Claude doesn't do a very good job helping with this, and in some sense it actually hinders.
EDIT: I'm not saying you shouldn't take ownership of your telemetry data. I think that's a strategically (and potentially from a user's perspective) better end result. But it is a mistake to trivialize the effort of that undertaking. Claude is not going to vibeslop it for you.
I agree, that does not seem like a smart undertaking. I was thinking more of a dashboard within the existing software, or above it.
For my use case I wanted bespoke software to work with Pixel art, but obviously I would not try to build Photoshop or Aseprite from scratch. I needed only specific functionality and I was able to build that in a way fitting my workflow better than any existing software could.
I was able to build it with Claude Code and Codex. Maybe the implementation is sloppy, I did not care to check. The program works, and it's like a side project to my side project. It would not have been possible in the past, I would have needed to work with what Aseprite offers out of the box.
Photoshop is a good example -- not that I agree with everything in the app, but just to design all the interactions properly in photoshop would take hundreds of hours (not to mention testing and figuring out the edges). If your goal is a 1-to-1 clone why not use Krita or photoshop? With LLM you'll get "mostly there" with many many hours of work, and lots of sharp edges. If all you need is paint bucket, basic brush / pencil, and save/load, ok maybe you can one-shot it in a few hours... or just use paint / aesprite...
It makes sense for sites with a lot of static pages, but you barely need react in that case. NextJS does not perform that well out of the box. I’d argue that a basic SPA with no SSR using something like preact would be a better choice for many building dashboards or applications (not marketing/docs sites). It’s also easier to host & operate and has fewer footguns.
Getting SSR right is tricky and barely even matters for a lot of use cases I’m seeing with Next.
Better server/client integration when it comes to rendering UIs is neat, but there are other technologies that solve for that at a more fundamental level (htmx, phoenix)
This thread is largely pointless political back-and-forth were predictably the comments with a more positive opinion on current US immigration enforcement will be flagged.
To get back to the original point, personally I doubt sentiment on US immigration enforcement would be so significant a deterrent for Chinese talent, who may not share the political views of the American left for whom this is a big concern.
I'm thinking that the relevant question would be whether the part where we want to know if is copyrightable is an intellectual invention of a human mind.
"Ingesting someone else's code" does not seem very useful here - it's hardly quantifiable, nor is "ingestion" the key question I believe.
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